Disease Information
General Information of the Disease (ID: DIS00080)
| Name |
Melanoma
|
|---|---|
| ICD |
ICD-11: 2C30
|
| Resistance Map |
Type(s) of Resistant Mechanism of This Disease with Structure Alteration
Drug Resistance Data Categorized by Drug
Approved Drug(s)
6 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [1] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Binimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K (c.181C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cutaneous melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.Q61K (c.181C>A) in gene NRAS cause the sensitivity of Binimetinib by unusual activation of pro-survival pathway | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [1] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Binimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R (c.182A>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cutaneous melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.Q61R (c.182A>G) in gene NRAS cause the sensitivity of Binimetinib by unusual activation of pro-survival pathway | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [1] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Binimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R (c.182A>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cutaneous melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.Q61R (c.182A>G) in gene NRAS cause the sensitivity of Binimetinib by unusual activation of pro-survival pathway | ||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [1] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Binimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cutaneous melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of Binimetinib by unusual activation of pro-survival pathway | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [2], [3], [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay; Sanger sequencing assay; Next generation assay; Single PCR-based analysis | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and post-progression survival asaay; Computed tomography assay; Positron emission tomography assay | ||||||||||||
| Mechanism Description | Another post-relapse tumor harbored an acquired NRASQ61k missense mutation together with focal BRAF amplification. The resistant tumor from a third patient harbored both a MEk2 mutation and BRAF amplification. Resistance mechanisms are identified in 9/11 progressing tumours and MAPk reactivation occurred in 9/10 tumours, commonly via BRAF amplification and mutations activating NRAS and MEk2. Our data confirming that MEk2C125S, but not the synonymous MEk1C121S protein, confers resistance to combination therapy highlight the functional differences between these kinases and the preponderance of MEk2 mutations in combination therapy-resistant melanomas. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [4], [5] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next generation assay; Single PCR-based analysis | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography assay; Positron emission tomography assay; Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | NRAS mutations (Q61R and Q61k in codon 61) were detected in two of ten patients (20%). Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61H |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.31 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
C
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
S
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
H
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
L
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
S
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.50 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
R
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.50 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
R
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12C |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.60 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
C
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [4], [6] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Dabrafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12D |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.10 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
D
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. The Prog that did not show evidence of MAPk reactivation by GSEA had two identified resistance mechanisms (MEk2E207k and NRASG12D), but both variants occurred at low frequency (13 and 15% allelic frequency, respectively, by whole-exome sequencing), suggesting heterogeneity within the Prog metastasis. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [7] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Dabrafenib/Trametinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [8] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Dabrafenib/Trametinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [9] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Nivolumab | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [10] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Pembrolizumab | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Circulating tumour DNA (ctDNA) analysis; Whole genome plasma DNA sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computer tomography (CT) assay; Positron emission tomography assay | ||||||||||||
| Mechanism Description | Mutations in NRAS have been found in 8-26% of patients with acquired resistance to BRAF inhibitors. We analysed the presence of NRASQ61k and NRASQ61R in the ctDNA extracted from 7 melanoma patients with progressive disease who had previously responded to treatment with vemurafenib (n = 2) or dabrafenib/trametinib (n = 5). Two samples were positive for NRASQ61k and one sample had an NRASQ61R mutation, all three were derived from patients treated with dabrafenib/trametinib. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [2], [4], [11] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | M229 cells | Skin | Homo sapiens (Human) | CVCL_D748 | |||||||||
| M238 cells | Skin | Homo sapiens (Human) | CVCL_D751 | ||||||||||
| M249 cells | Skin | Homo sapiens (Human) | CVCL_D755 | ||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [12], [13] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Liquid biopsy assay; Next-generation sequencing assay; Circulating-free DNA assay; Digital PCR assay | ||||||||||||
| Experiment for Drug Resistance |
Overall and disease-free assay | ||||||||||||
| Mechanism Description | Overexpression of PDGFRbeta or N-RAS(Q61k) conferred PLX4032 resistance to PLX4032-sensitive parental cell lines. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [14] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Activation | hsa04010 | ||||||||||
| Mechanism Description | BRAFV600E inhibition via vemurafenib induces paradoxical activation of MAPK through increased CRAF activity and acquired NRAS mutation. Moreover, mutations in genes upstream of RAF, such as the activating N-RASQ61K mutation, allow for BRAFV600 melanomas to escape molecular targeting. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [14] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Activation | hsa04010 | ||||||||||
| Mechanism Description | BRAFV600E inhibition via vemurafenib induces paradoxical activation of MAPK through increased CRAF activity and acquired NRAS mutation. Moreover, mutations in genes upstream of RAF, such as the activating N-RASQ61K mutation, allow for BRAFV600 melanomas to escape molecular targeting. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [2], [4], [11] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | M229 cells | Skin | Homo sapiens (Human) | CVCL_D748 | |||||||||
| M238 cells | Skin | Homo sapiens (Human) | CVCL_D751 | ||||||||||
| M249 cells | Skin | Homo sapiens (Human) | CVCL_D755 | ||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61H |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.31 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
C
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
S
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
H
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
L
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
S
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [2] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61H |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.31 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
C
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
S
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
H
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
L
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
S
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Whole Exome Sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free survival assay; Overall survival assay | ||||||||||||
| Mechanism Description | In contrast, NRAS mutations and BRAF amplifications may still prove responsive to subsequent MEk inhibitor-based regimens, although the existing clinical data suggests that patients who progress following single-agent RAF inhibition are less likely to benefit from MEk inhibitors. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.50 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
R
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.50 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
R
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
| Key Molecule: GTPase KRas (KRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12C |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.60 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
C
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | K-RAS mutations (G12C, G12R, Q61H) have been detected in resistant melanoma cell lines and in up to 7% of BRAF inhibitor-treated patients, although kRAS mutations are far less common in primary melanomas than NRAS mutations. | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [4] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12D |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.10 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
G
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
D
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| PI3K/AKT/PTEN signaling pathway | Inhibition | hsa04151 | |||||||||||
| Experiment for Molecule Alteration |
Whole-exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and overall survival assay | ||||||||||||
| Mechanism Description | Somatic mutations in NRAS (Q61k/R/L, G12D/R and G13R) were detected till date by whole exome sequencing in 8-18% of BRAF inhibitor-resistant patients; in most cases, as a late event beyond 12 weeks of therapy. | ||||||||||||
Clinical Trial Drug(s)
17 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [15] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Ganetespib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
WST-1 cell proliferation assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [16] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Refametinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | MDA-MB-231 cells | Breast | Homo sapiens (Human) | CVCL_0062 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| HT-29 cells | Colon | Homo sapiens (Human) | CVCL_0320 | ||||||||||
| A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | ||||||||||
| COLO205 cells | Colon | Homo sapiens (Human) | CVCL_F402 | ||||||||||
| BxPc3 cells | Pancreas | Homo sapiens (Human) | CVCL_0186 | ||||||||||
| SkMEL28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| In Vivo Model | Female athymic nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Biochemical kinase assays | ||||||||||||
| Experiment for Drug Resistance |
CellTiter 96 Aqueous One assay | ||||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of Refametinib by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [17] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K (c.181C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Sk-Mel28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| WM2664 cells | Skin | Homo sapiens (Human) | CVCL_2765 | ||||||||||
| SkMEL 30 cells | Skin | Homo sapiens (Human) | CVCL_0039 | ||||||||||
| SkMEL 2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| SH4 cells | Skin | Mus musculus (Mouse) | CVCL_7702 | ||||||||||
| MEXF-535 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1792 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1341 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| M14 cells | Hypodermis | Homo sapiens (Human) | CVCL_1395 | ||||||||||
| GAK cells | Lnguinal lymph node | Homo sapiens (Human) | CVCL_1225 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Female NIH nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Crystallization assay; X-ray data collection and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Enzymatic kinase assay | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [18] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K (c.181C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Skin | N.A. | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTS assay | ||||||||||||
| Mechanism Description | The missense mutation p.Q61K (c.181C>A) in gene NRAS cause the sensitivity of Selumetinib by aberration of the drug's therapeutic target | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [19] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61R (c.182A>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.24 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
R
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
D
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
-
L
-
N
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Drug Resistance |
MTD assay | ||||||||||||
| Mechanism Description | The missense mutation p.Q61R (c.182A>G) in gene NRAS cause the sensitivity of Selumetinib by unusual activation of pro-survival pathway | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [17] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.G13D (c.38G>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.01 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
-
G
-
G
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
D
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Sk-Mel28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| WM2664 cells | Skin | Homo sapiens (Human) | CVCL_2765 | ||||||||||
| SkMEL 30 cells | Skin | Homo sapiens (Human) | CVCL_0039 | ||||||||||
| SkMEL 2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| SH4 cells | Skin | Mus musculus (Mouse) | CVCL_7702 | ||||||||||
| MEXF-535 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1792 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1341 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| M14 cells | Hypodermis | Homo sapiens (Human) | CVCL_1395 | ||||||||||
| GAK cells | Lnguinal lymph node | Homo sapiens (Human) | CVCL_1225 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Female NIH nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Crystallization assay; X-ray data collection and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Enzymatic kinase assay | ||||||||||||
| Key Molecule: Guanine nucleotide-binding protein subunit alpha-11 (GNA11) | [20] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q209L (c.626A>T) |
|||||||||||
| Wild Type Structure | Method: Electron microscopy | Resolution: 3.50 Å | |||||||||||
| Mutant Type Structure | Method: Electron microscopy | Resolution: 2.90 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-
H
-
H
0
|
-
H
M
H
T
T
L
L
E
E
S
S
I
I
M
M
A
A
C
C
10
|
C
C
L
L
S
S
E
E
E
E
A
A
K
K
E
E
A
A
R
R
20
|
R
R
I
I
N
N
D
D
E
E
I
I
E
E
R
R
Q
Q
L
L
30
|
R
R
R
R
D
D
K
K
R
R
D
D
A
A
R
R
R
R
E
E
40
|
L
L
K
K
L
L
L
L
L
L
L
L
G
G
T
T
G
G
E
E
50
|
S
S
G
G
K
K
S
S
T
T
F
F
I
I
K
K
Q
Q
M
M
60
|
R
R
I
I
I
I
H
H
G
G
S
S
G
G
Y
Y
S
S
D
D
70
|
E
E
D
D
K
K
R
R
G
G
F
F
T
T
K
K
L
L
V
V
80
|
Y
Y
Q
Q
N
N
I
I
F
F
T
T
A
A
M
M
Q
Q
A
A
90
|
M
M
I
I
R
R
A
A
M
M
D
D
T
T
L
L
K
K
I
I
100
|
P
P
Y
Y
K
K
Y
Y
E
E
H
H
N
N
K
K
A
A
H
H
110
|
A
A
Q
Q
L
L
V
V
R
R
E
E
V
V
D
D
V
V
E
E
120
|
K
K
V
V
S
S
A
A
F
F
E
E
N
N
P
P
Y
Y
V
V
130
|
D
D
A
A
I
I
K
K
S
S
L
L
W
W
N
N
D
D
P
P
140
|
G
G
I
I
Q
Q
E
E
C
C
Y
Y
D
D
R
R
R
R
R
R
150
|
E
E
Y
Y
Q
Q
L
L
S
S
D
D
S
S
T
T
K
K
Y
Y
160
|
Y
Y
L
L
N
N
D
D
L
L
D
D
R
R
V
V
A
A
D
D
170
|
P
P
A
A
Y
Y
L
L
P
P
T
T
Q
Q
Q
Q
D
D
V
V
180
|
L
L
R
R
V
V
R
Q
V
V
P
P
T
T
T
T
G
G
I
I
190
|
I
I
E
E
Y
Y
P
P
F
F
D
D
L
L
Q
Q
S
S
V
V
200
|
I
I
F
F
R
R
M
M
V
V
D
D
V
V
G
G
G
G
Q
L
210
|
R
R
S
S
E
E
R
R
R
R
K
K
W
W
I
I
H
H
C
C
220
|
F
F
E
E
N
N
V
V
T
T
S
S
I
I
M
M
F
F
L
L
230
|
V
V
A
A
L
L
S
S
E
E
Y
Y
D
D
Q
Q
V
V
L
L
240
|
V
V
E
E
S
S
D
D
N
N
E
E
N
N
R
R
M
M
E
E
250
|
E
E
S
S
K
K
A
A
L
L
F
F
R
R
T
T
I
I
I
I
260
|
T
T
Y
Y
P
P
W
W
F
F
Q
Q
N
N
S
S
S
S
V
V
270
|
I
I
L
L
F
F
L
L
N
N
K
K
K
K
D
D
L
L
L
L
280
|
E
E
E
E
K
K
I
I
M
M
Y
Y
S
S
H
H
L
L
V
V
290
|
D
D
Y
Y
F
F
P
P
E
E
Y
Y
D
D
G
G
P
P
Q
Q
300
|
R
R
D
D
A
A
Q
Q
A
A
A
A
R
R
E
E
F
F
I
I
310
|
L
L
K
K
M
M
F
F
V
V
D
D
L
L
N
N
P
P
D
D
320
|
S
S
D
D
K
K
I
I
I
I
Y
Y
S
S
H
H
F
F
T
T
330
|
C
C
A
A
T
T
D
D
T
T
E
E
N
N
I
I
R
R
F
F
340
|
V
V
F
F
A
A
A
A
V
V
K
K
D
D
T
T
I
I
L
L
350
|
Q
Q
L
L
N
N
L
L
K
K
E
E
Y
Y
N
N
L
L
V
V
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Key Molecule: Guanine nucleotide-binding protein subunit alpha-11 (GNA11) | [20] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q209L (c.626A>T) |
|||||||||||
| Wild Type Structure | Method: Electron microscopy | Resolution: 3.50 Å | |||||||||||
| Mutant Type Structure | Method: Electron microscopy | Resolution: 2.90 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-
H
-
H
0
|
-
H
M
H
T
T
L
L
E
E
S
S
I
I
M
M
A
A
C
C
10
|
C
C
L
L
S
S
E
E
E
E
A
A
K
K
E
E
A
A
R
R
20
|
R
R
I
I
N
N
D
D
E
E
I
I
E
E
R
R
Q
Q
L
L
30
|
R
R
R
R
D
D
K
K
R
R
D
D
A
A
R
R
R
R
E
E
40
|
L
L
K
K
L
L
L
L
L
L
L
L
G
G
T
T
G
G
E
E
50
|
S
S
G
G
K
K
S
S
T
T
F
F
I
I
K
K
Q
Q
M
M
60
|
R
R
I
I
I
I
H
H
G
G
S
S
G
G
Y
Y
S
S
D
D
70
|
E
E
D
D
K
K
R
R
G
G
F
F
T
T
K
K
L
L
V
V
80
|
Y
Y
Q
Q
N
N
I
I
F
F
T
T
A
A
M
M
Q
Q
A
A
90
|
M
M
I
I
R
R
A
A
M
M
D
D
T
T
L
L
K
K
I
I
100
|
P
P
Y
Y
K
K
Y
Y
E
E
H
H
N
N
K
K
A
A
H
H
110
|
A
A
Q
Q
L
L
V
V
R
R
E
E
V
V
D
D
V
V
E
E
120
|
K
K
V
V
S
S
A
A
F
F
E
E
N
N
P
P
Y
Y
V
V
130
|
D
D
A
A
I
I
K
K
S
S
L
L
W
W
N
N
D
D
P
P
140
|
G
G
I
I
Q
Q
E
E
C
C
Y
Y
D
D
R
R
R
R
R
R
150
|
E
E
Y
Y
Q
Q
L
L
S
S
D
D
S
S
T
T
K
K
Y
Y
160
|
Y
Y
L
L
N
N
D
D
L
L
D
D
R
R
V
V
A
A
D
D
170
|
P
P
A
A
Y
Y
L
L
P
P
T
T
Q
Q
Q
Q
D
D
V
V
180
|
L
L
R
R
V
V
R
Q
V
V
P
P
T
T
T
T
G
G
I
I
190
|
I
I
E
E
Y
Y
P
P
F
F
D
D
L
L
Q
Q
S
S
V
V
200
|
I
I
F
F
R
R
M
M
V
V
D
D
V
V
G
G
G
G
Q
L
210
|
R
R
S
S
E
E
R
R
R
R
K
K
W
W
I
I
H
H
C
C
220
|
F
F
E
E
N
N
V
V
T
T
S
S
I
I
M
M
F
F
L
L
230
|
V
V
A
A
L
L
S
S
E
E
Y
Y
D
D
Q
Q
V
V
L
L
240
|
V
V
E
E
S
S
D
D
N
N
E
E
N
N
R
R
M
M
E
E
250
|
E
E
S
S
K
K
A
A
L
L
F
F
R
R
T
T
I
I
I
I
260
|
T
T
Y
Y
P
P
W
W
F
F
Q
Q
N
N
S
S
S
S
V
V
270
|
I
I
L
L
F
F
L
L
N
N
K
K
K
K
D
D
L
L
L
L
280
|
E
E
E
E
K
K
I
I
M
M
Y
Y
S
S
H
H
L
L
V
V
290
|
D
D
Y
Y
F
F
P
P
E
E
Y
Y
D
D
G
G
P
P
Q
Q
300
|
R
R
D
D
A
A
Q
Q
A
A
A
A
R
R
E
E
F
F
I
I
310
|
L
L
K
K
M
M
F
F
V
V
D
D
L
L
N
N
P
P
D
D
320
|
S
S
D
D
K
K
I
I
I
I
Y
Y
S
S
H
H
F
F
T
T
330
|
C
C
A
A
T
T
D
D
T
T
E
E
N
N
I
I
R
R
F
F
340
|
V
V
F
F
A
A
A
A
V
V
K
K
D
D
T
T
I
I
L
L
350
|
Q
Q
L
L
N
N
L
L
K
K
E
E
Y
Y
N
N
L
L
V
V
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [7] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Vemurafenib/Cobimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [8] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Vemurafenib/Cobimetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [21] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | E6201 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| G-361 cells | Skin | Homo sapiens (Human) | CVCL_1220 | ||||||||||
| MDA-MB-435s cells | Breast | Homo sapiens (Human) | CVCL_0622 | ||||||||||
| SEKI cells | Skin | Homo sapiens (Human) | CVCL_3162 | ||||||||||
| HMV-1 cells | Uterus | Homo sapiens (Human) | CVCL_8233 | ||||||||||
| HMCB cells | Skin | Homo sapiens (Human) | CVCL_3317 | ||||||||||
| CHL-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_1122 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Immunohistochemistry assay | ||||||||||||
| Experiment for Drug Resistance |
WST-8 assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [22] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Pictilisib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
ICH assay | ||||||||||||
| Experiment for Drug Resistance |
Plasma level assay; Electrochemiluminescense assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [23] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | RAF-265 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Skin sample | N.A. | |||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [24] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | RO-5126766 free base | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| NCI-N87 cells | Gastric | Homo sapiens (Human) | CVCL_1603 | ||||||||||
| MkN-45 cells | Gastric | Homo sapiens (Human) | CVCL_0434 | ||||||||||
| NCI-H716 cells | Colon | Homo sapiens (Human) | CVCL_1581 | ||||||||||
| SNU-16 cells | Gastric | Homo sapiens (Human) | CVCL_0076 | ||||||||||
| NCI-H520 cells | Lung | Homo sapiens (Human) | CVCL_1566 | ||||||||||
| RT-4 cells | Urinary bladder | Homo sapiens (Human) | CVCL_0036 | ||||||||||
| ZR75-1 cells | Breast | Homo sapiens (Human) | CVCL_0588 | ||||||||||
| NCI-N87 cells | Gastric | Homo sapiens (Human) | CVCL_1603 | ||||||||||
| NCI-H716 cells | Colon | Homo sapiens (Human) | CVCL_1581 | ||||||||||
| KATO-3 cells | Gastric | Homo sapiens (Human) | CVCL_0371 | ||||||||||
| SNU-16 cells | Gastric | Homo sapiens (Human) | CVCL_0076 | ||||||||||
| NCI-H520 cells | Lung | Homo sapiens (Human) | CVCL_1566 | ||||||||||
| RT-4 cells | Urinary bladder | Homo sapiens (Human) | CVCL_0036 | ||||||||||
| UM-UC-14 cells | Kidney | Homo sapiens (Human) | CVCL_2747 | ||||||||||
| SUM-52PE cells | Pleural effusion | Homo sapiens (Human) | CVCL_3425 | ||||||||||
| NCI-H1581 cells | Lung | Homo sapiens (Human) | CVCL_1479 | ||||||||||
| MFE296 cells | Endometrium | Homo sapiens (Human) | CVCL_1406 | ||||||||||
| MFE280 cells | Endometrium | Homo sapiens (Human) | CVCL_1405 | ||||||||||
| KMS-11 cells | Pleural effusion | Homo sapiens (Human) | CVCL_2989 | ||||||||||
| HSC-39 cells | Ascites | Homo sapiens (Human) | CVCL_A385 | ||||||||||
| DMS-114 cells | Lung | Homo sapiens (Human) | CVCL_1174 | ||||||||||
| AN3 CA cells | Endometrium | Homo sapiens (Human) | CVCL_0028 | ||||||||||
| UM-UC-14 cells | Kidney | Homo sapiens (Human) | CVCL_2747 | ||||||||||
| KATO-III cells | Pleural effusion | Homo sapiens (Human) | CVCL_0371 | ||||||||||
| AN3 CA cells | Endometrium | Homo sapiens (Human) | CVCL_0028 | ||||||||||
| Experiment for Molecule Alteration |
Microarray assay; Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CCK-8 assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [25] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Tanespimycin | ||||||||||||
| Molecule Alteration | Missense mutation | p.G13D (c.38G>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.01 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
-
G
-
G
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
D
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Human melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.G13D (c.38G>A) in gene NRAS cause the sensitivity of Tanespimycin by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [26] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Ulixertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| RkO cells | Colon | Homo sapiens (Human) | CVCL_0504 | ||||||||||
| G-361 cells | Skin | Homo sapiens (Human) | CVCL_1220 | ||||||||||
| HT-29 cells | Colon | Homo sapiens (Human) | CVCL_0320 | ||||||||||
| SW48 cells | Colon | Homo sapiens (Human) | CVCL_1724 | ||||||||||
| COLO205 cells | Colon | Homo sapiens (Human) | CVCL_F402 | ||||||||||
| AN3CA cells | Ovary | Homo sapiens (Human) | CVCL_0028 | ||||||||||
| MIA PaCa-2 cells | Pancreas | Homo sapiens (Human) | CVCL_0428 | ||||||||||
| ZR75-1 cells | Breast | Homo sapiens (Human) | CVCL_0588 | ||||||||||
| In Vivo Model | Athymic nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
Standard coupled-enzyme assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: RAC-alpha serine/threonine-protein kinase (AKT1) | [27] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Uprosertib | ||||||||||||
| Molecule Alteration | Missense mutation | p.E17K (c.49G>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.65 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.94 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
-
S
M
M
S
S
D
D
V
V
A
A
I
I
V
V
K
K
E
E
10
|
G
G
W
W
L
L
H
H
K
K
R
R
G
G
E
K
Y
Y
I
I
20
|
K
K
T
T
W
W
R
R
P
P
R
R
Y
Y
F
F
L
L
L
L
30
|
K
K
N
N
D
D
G
G
T
T
F
F
I
I
G
G
Y
Y
K
K
40
|
E
E
R
R
P
P
Q
Q
D
D
V
V
D
D
Q
Q
R
R
E
E
50
|
A
A
P
P
L
L
N
N
N
N
F
F
S
S
V
V
A
A
Q
Q
60
|
C
C
Q
Q
L
L
M
M
K
K
T
T
E
E
R
R
P
P
R
R
70
|
P
P
N
N
T
T
F
F
I
I
I
I
R
R
C
C
L
L
Q
Q
80
|
W
W
T
T
T
T
V
V
I
I
E
E
R
R
T
T
F
F
H
H
90
|
V
V
E
E
T
T
P
P
E
E
E
E
R
R
E
E
E
E
W
W
100
|
T
T
T
T
A
A
I
I
Q
Q
T
T
V
V
A
A
D
D
G
G
110
|
L
L
K
K
K
K
Q
Q
E
E
E
E
E
E
E
E
M
M
D
D
120
|
F
F
R
R
-
S
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | 19 drug na?ve cell lines and four sub-lines | N.A. | N.A. | N.A. | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
ATP-based luminescent assay; Flow cytometry assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [28] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Agerafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of Agerafenib by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [29] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Lifirafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HT29 Cells | Colon | Homo sapiens (Human) | CVCL_A8EZ | |||||||||
| SW620 cells | Colon | Homo sapiens (Human) | CVCL_0547 | ||||||||||
| HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | ||||||||||
| COLO205 cells | Colon | Homo sapiens (Human) | CVCL_F402 | ||||||||||
| WiDR cells | Colon | Homo sapiens (Human) | CVCL_2760 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| SkMEL28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| In Vivo Model | Female NOD/SCID and BALB/c nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Tumor volume measurement assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [30] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | BI-847325 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| WM793 cells | N.A. | Homo sapiens (Human) | CVCL_8787/CVCL_5414 | ||||||||||
| WM39 cells | Skin | Homo sapiens (Human) | CVCL_2240 | ||||||||||
| WM164 cells | Skin | Homo sapiens (Human) | CVCL_7928 | ||||||||||
| RPMI-7951 cells | Lymph node | Homo sapiens (Human) | CVCL_1666 | ||||||||||
| 1205Lu cells | Skin | Homo sapiens (Human) | CVCL_5239 | ||||||||||
| In Vivo Model | BALB SCID mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; qPCR; Proteasome-Glo Chymotrypsin-like cell-based assay | ||||||||||||
| Experiment for Drug Resistance |
Alamar blue assay; Colony formation assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [17] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | LY3009120 | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K (c.181C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Sk-Mel28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| WM2664 cells | Skin | Homo sapiens (Human) | CVCL_2765 | ||||||||||
| SkMEL 30 cells | Skin | Homo sapiens (Human) | CVCL_0039 | ||||||||||
| SkMEL 2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| SH4 cells | Skin | Mus musculus (Mouse) | CVCL_7702 | ||||||||||
| MEXF-535 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1792 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1341 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| M14 cells | Hypodermis | Homo sapiens (Human) | CVCL_1395 | ||||||||||
| GAK cells | Lnguinal lymph node | Homo sapiens (Human) | CVCL_1225 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Female NIH nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Crystallization assay; X-ray data collection and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Enzymatic kinase assay | ||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [17] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | LY3009120 | ||||||||||||
| Molecule Alteration | Missense mutation | p.G13D (c.38G>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.01 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.40 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
0
|
-
G
-
G
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
D
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
R
V
V
D
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
Q
H
Y
K
R
E
L
K
K
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Sk-Mel28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| WM2664 cells | Skin | Homo sapiens (Human) | CVCL_2765 | ||||||||||
| SkMEL 30 cells | Skin | Homo sapiens (Human) | CVCL_0039 | ||||||||||
| SkMEL 2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| SH4 cells | Skin | Mus musculus (Mouse) | CVCL_7702 | ||||||||||
| MEXF-535 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1792 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1341 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| M14 cells | Hypodermis | Homo sapiens (Human) | CVCL_1395 | ||||||||||
| GAK cells | Lnguinal lymph node | Homo sapiens (Human) | CVCL_1225 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Female NIH nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Crystallization assay; X-ray data collection and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Enzymatic kinase assay | ||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [17] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | LY3009120 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Sk-Mel28 cells | Skin | Homo sapiens (Human) | CVCL_0526 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| WM2664 cells | Skin | Homo sapiens (Human) | CVCL_2765 | ||||||||||
| SkMEL 30 cells | Skin | Homo sapiens (Human) | CVCL_0039 | ||||||||||
| SkMEL 2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| SH4 cells | Skin | Mus musculus (Mouse) | CVCL_7702 | ||||||||||
| MEXF-535 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1792 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| MEXF-1341 cells | Skin | Homo sapiens (Human) | N.A. | ||||||||||
| M14 cells | Hypodermis | Homo sapiens (Human) | CVCL_1395 | ||||||||||
| GAK cells | Lnguinal lymph node | Homo sapiens (Human) | CVCL_1225 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Female NIH nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Crystallization assay; X-ray data collection and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Enzymatic kinase assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [31] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Omipalisib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay | ||||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of Omipalisib by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [32] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | PLX4720 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo luminescent cell viability assay | ||||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of PLX4720 by aberration of the drug's therapeutic target | ||||||||||||
Discontinued Drug(s)
1 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [24] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | RO4987655 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| NCI-N87 cells | Gastric | Homo sapiens (Human) | CVCL_1603 | ||||||||||
| MkN-45 cells | Gastric | Homo sapiens (Human) | CVCL_0434 | ||||||||||
| NCI-H716 cells | Colon | Homo sapiens (Human) | CVCL_1581 | ||||||||||
| SNU-16 cells | Gastric | Homo sapiens (Human) | CVCL_0076 | ||||||||||
| NCI-H520 cells | Lung | Homo sapiens (Human) | CVCL_1566 | ||||||||||
| RT-4 cells | Urinary bladder | Homo sapiens (Human) | CVCL_0036 | ||||||||||
| ZR75-1 cells | Breast | Homo sapiens (Human) | CVCL_0588 | ||||||||||
| NCI-N87 cells | Gastric | Homo sapiens (Human) | CVCL_1603 | ||||||||||
| NCI-H716 cells | Colon | Homo sapiens (Human) | CVCL_1581 | ||||||||||
| KATO-3 cells | Gastric | Homo sapiens (Human) | CVCL_0371 | ||||||||||
| SNU-16 cells | Gastric | Homo sapiens (Human) | CVCL_0076 | ||||||||||
| NCI-H520 cells | Lung | Homo sapiens (Human) | CVCL_1566 | ||||||||||
| RT-4 cells | Urinary bladder | Homo sapiens (Human) | CVCL_0036 | ||||||||||
| UM-UC-14 cells | Kidney | Homo sapiens (Human) | CVCL_2747 | ||||||||||
| SUM-52PE cells | Pleural effusion | Homo sapiens (Human) | CVCL_3425 | ||||||||||
| NCI-H1581 cells | Lung | Homo sapiens (Human) | CVCL_1479 | ||||||||||
| MFE296 cells | Endometrium | Homo sapiens (Human) | CVCL_1406 | ||||||||||
| MFE280 cells | Endometrium | Homo sapiens (Human) | CVCL_1405 | ||||||||||
| KMS-11 cells | Pleural effusion | Homo sapiens (Human) | CVCL_2989 | ||||||||||
| HSC-39 cells | Ascites | Homo sapiens (Human) | CVCL_A385 | ||||||||||
| DMS-114 cells | Lung | Homo sapiens (Human) | CVCL_1174 | ||||||||||
| AN3 CA cells | Endometrium | Homo sapiens (Human) | CVCL_0028 | ||||||||||
| UM-UC-14 cells | Kidney | Homo sapiens (Human) | CVCL_2747 | ||||||||||
| KATO-III cells | Pleural effusion | Homo sapiens (Human) | CVCL_0371 | ||||||||||
| AN3 CA cells | Endometrium | Homo sapiens (Human) | CVCL_0028 | ||||||||||
| Experiment for Molecule Alteration |
Microarray assay; Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CCK-8 assay | ||||||||||||
Preclinical Drug(s)
21 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [33] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | BI-69A11 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [34] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | CCT196969 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| In Vivo Model | Female xenograft nude mouse model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Sanger Sequencing | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Tumor volume measurement assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [34] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | CCT241161 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| In Vivo Model | Female xenograft nude mouse model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Sanger Sequencing | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Tumor volume measurement assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [35] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Cediranib/PLX4720 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| WM451 cells | Skin | Homo sapiens (Human) | CVCL_6357 | ||||||||||
| In Vivo Model | Nu/Nu(ISTMel1) mouse xenograft model; NSG (RPMI7951) female mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Immunohistochemistry assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [36] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | DEL-22379 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| In Vivo Model | Female athymic nu/nu mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Caspase-Glo 3/7 luminogenic assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [37] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | DETD-35 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| Cell Pathway Regulation | MEK/ERK signaling pathway | Inhibition | hsa04011 | ||||||||||
| AKT signaling pathway | Inhibition | hsa04151 | |||||||||||
| STAT3 signaling pathway | Inhibition | hsa04550 | |||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| MeWo cells | Skin | Homo sapiens (Human) | CVCL_0445 | ||||||||||
| A2058 cells | Skin | Homo sapiens (Human) | CVCL_1059 | ||||||||||
| B16-F10 cells | Skin | Mus musculus (Mouse) | CVCL_0159 | ||||||||||
| SkMEL2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| BRAF cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| In Vivo Model | NSG mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Immunohistochemistry analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay; Crystal violet staining assay; FACS assay | ||||||||||||
| Mechanism Description | DETD-35 overcame acquired vemurafenib resistance at least in part through deregulating MEK-ERK, Akt, and STAT3 signaling pathways and promoting apoptosis of cancer cells. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [38] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | EBI-907 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| SW-480 cells | Colon | Homo sapiens (Human) | CVCL_0546 | ||||||||||
| Colo-205 cells | Ascites | Homo sapiens (Human) | CVCL_0218 | ||||||||||
| Calu-6 cells | Lung | Homo sapiens (Human) | CVCL_0236 | ||||||||||
| In Vivo Model | Nu/Nu Colo-205 xenograft mouse model; Nu/Nu A357 xenograft mouse model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo luminescent cell viability assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [15] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Ganetespib/TAK-733 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
WST-1 cell proliferation assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [39] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | GDC0879 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vivo Model | Female nu/nu mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Immunoblotting assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay | ||||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of GDC0879 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [40] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | INU-152 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | HT-29 cells | Colon | Homo sapiens (Human) | CVCL_0320 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| HEK 293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | ||||||||||
| SkMEL2 cells | Skin | Homo sapiens (Human) | CVCL_0069 | ||||||||||
| Colo-205 cells | Ascites | Homo sapiens (Human) | CVCL_0218 | ||||||||||
| In Vivo Model | BALB/c nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | INU-152 inhibits all RAF isoforms and inhibits MAPK pathways in mutant BRAF cells. More importantly, INU-152 exhibits minimal paradoxical pathway activation in melanoma cells with mutant RAS. INU-152 exhibits anti-tumor activities in xenograft models carrying BRAF mutations. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [41] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Palbociclib/PD-0325901 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | CDK4/6 signaling pathway | Regulation | N.A. | ||||||||||
| MEK signaling pathway | Inhibition | hsa04011 | |||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| WM cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| SKMEL207 cells | Skin | Homo sapiens (Human) | CVCL_6108 | ||||||||||
| SBCL2 cells | Skin | Homo sapiens (Human) | CVCL_D732 | ||||||||||
| CHL-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_1122 | ||||||||||
| BOWES cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| 1205Lu cells | Skin | Homo sapiens (Human) | CVCL_5239 | ||||||||||
| In Vivo Model | Female athymic mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay; Crystal violet staining assay | ||||||||||||
| Mechanism Description | In cutaneous melanoma, driver mutations in NRAS and BRAF promote CDK4/6 activation suggesting that inhibitors such as palbociclib are likely to provide therapeutic benefit in combination with BRAF inhibitors and/or MEK inhibitors that are FDA-approved. However, the determinants of the response to CDK4/6 inhibitors alone and in combination with other targeted inhibitors are poorly defined. Furthermore, in vivo systems to quantitatively and temporally measure the efficacy of CDK4/6 inhibitors and determine the extent that CDK activity is reactivated during acquired resistance are lacking. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [42] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | PLX7904 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | ||||||||||
| SkBR3 cells | Breast | Homo sapiens (Human) | CVCL_0033 | ||||||||||
| SkMEL239-C3 cells | Skin | Homo sapiens (Human) | CVCL_6122 | ||||||||||
| SkMEL239 cells | Skin | Homo sapiens (Human) | CVCL_6122 | ||||||||||
| IPC-298 cells | Skin | Homo sapiens (Human) | CVCL_1307 | ||||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| B9 cells | N.A. | Mus musculus (Mouse) | CVCL_1952 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Microarray gene expression analysis; Crystallization and structure determination assay | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; Anchorage-independent growth assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [43] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | RAF709 | ||||||||||||
| Molecule Alteration | Missense mutation | p.Q61K (c.181C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.59 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.74 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
M
-
H
-
H
-
H
-
H
-
H
-
H
-10
|
-
S
-
S
-
G
-
R
-
E
-
N
-
L
-
Y
-
F
-
Q
0
|
S
G
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
G
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
K
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
S
S
K
K
S
S
90
|
F
F
A
A
D
D
I
I
N
N
L
L
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
D
D
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
C
C
D
D
120
|
L
L
P
P
T
T
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
H
H
E
E
L
L
A
A
K
K
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
E
E
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
Q
Q
Y
Y
R
R
M
M
K
K
170
|
K
K
L
L
N
N
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vivo Model | Nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | Targeting CRAF could sensitize response to MEK inhibitors in KRAS-mutant tumors. In addition to targeting multiple signaling nodes within the MAPK pathway to maximize both level and duration of signaling inhibition, combining RAF709 with inhibitors targeting the upstream RTK activation such as EGFR, bypass mechanisms such as YAP1 or targeting prosurvival BCL2 family members, may further enhance efficacy and reduce the development of drug resistance. | ||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [43] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | RAF709 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vivo Model | Nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | Targeting CRAF could sensitize response to MEK inhibitors in KRAS-mutant tumors. In addition to targeting multiple signaling nodes within the MAPK pathway to maximize both level and duration of signaling inhibition, combining RAF709 with inhibitors targeting the upstream RTK activation such as EGFR, bypass mechanisms such as YAP1 or targeting prosurvival BCL2 family members, may further enhance efficacy and reduce the development of drug resistance. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [44] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | RMC-4550 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | RAS/RAF/MEK/ERK signaling pathway | Activation | hsa01521 | ||||||||||
| In Vitro Model | NCI-H358 cells | Lung | Homo sapiens (Human) | CVCL_1559 | |||||||||
| NCI-H508 cells | Colon | Homo sapiens (Human) | CVCL_1564 | ||||||||||
| HEK 293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | ||||||||||
| Nras cells | N.A. | N.A. | N.A. | ||||||||||
| NCI-H1838 cells | Lung | Homo sapiens (Human) | CVCL_1499 | ||||||||||
| KRAS cells | N.A. | N.A. | N.A. | ||||||||||
| Hras cells | N.A. | N.A. | N.A. | ||||||||||
| In Vivo Model | Athymic Balb/C nude mouse model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | SHP2 inhibitor treatment decreases oncogenic RAS-RAF-MEK-ERK signaling and cancer growth by disrupting SOS1-mediated RAS-GTP loading. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [45] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | S3I-201 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| Colo829 cells | Skin | Homo sapiens (Human) | CVCL_1137 | ||||||||||
| In Vivo Model | Nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay | ||||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of S3I-201 by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [46] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | SB590885 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| 8505C cells | Thyroid | Homo sapiens (Human) | CVCL_1054 | ||||||||||
| Hth104 cells | Thyroid gland | Homo sapiens (Human) | CVCL_A427 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of SB590885 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [33] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | SBI-0640726 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [33] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | SBI-0640756 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [33] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | SBI-755199 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | Melanoma cells | Skin | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Crystal violet staining assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [47] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Selumetinib/Dactolisib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | BRAF-mutant melanoma cells | N.A. | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [46] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | TAK-632 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| 8505C cells | Thyroid | Homo sapiens (Human) | CVCL_1054 | ||||||||||
| Hth104 cells | Thyroid gland | Homo sapiens (Human) | CVCL_A427 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of TAK-632 by aberration of the drug's therapeutic target | ||||||||||||
Investigative Drug(s)
5 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [46] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | AZ628 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| 8505C cells | Thyroid | Homo sapiens (Human) | CVCL_1054 | ||||||||||
| Hth104 cells | Thyroid gland | Homo sapiens (Human) | CVCL_A427 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Mechanism Description | The missense mutation p.V600E (c.1799T>A) in gene BRAF cause the sensitivity of AZ628 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [48] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | Binimetinib/Encorafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Hras (HRAS) | [36] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | CI-1040 | ||||||||||||
| Molecule Alteration | Missense mutation | p.G12V (c.35G>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.98 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 1.96 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
0
|
S
-
M
M
T
T
E
E
Y
Y
K
K
L
L
V
V
V
V
V
V
10
|
G
G
A
A
G
V
G
G
V
V
G
G
K
K
S
S
A
A
L
L
20
|
T
T
I
I
Q
Q
L
L
I
I
Q
Q
N
N
H
H
F
F
V
V
30
|
D
D
E
E
Y
Y
D
D
P
P
T
T
I
I
E
E
D
D
S
S
40
|
Y
Y
R
R
K
K
Q
Q
V
V
V
V
I
I
D
D
G
G
E
E
50
|
T
T
C
C
L
L
L
L
D
D
I
I
L
L
D
D
T
T
A
A
60
|
G
G
Q
Q
E
E
E
E
Y
Y
S
S
A
A
M
M
R
R
D
D
70
|
Q
Q
Y
Y
M
M
R
R
T
T
G
G
E
E
G
G
F
F
L
L
80
|
C
C
V
V
F
F
A
A
I
I
N
N
N
N
T
T
K
K
S
S
90
|
F
F
E
E
D
D
I
I
H
H
H
H
Y
Y
R
R
E
E
Q
Q
100
|
I
I
K
K
R
R
V
V
K
K
D
D
S
S
E
E
D
D
V
V
110
|
P
P
M
M
V
V
L
L
V
V
G
G
N
N
K
K
S
S
D
D
120
|
L
L
P
P
S
S
R
R
T
T
V
V
D
D
T
T
K
K
Q
Q
130
|
A
A
Q
Q
D
D
L
L
A
A
R
R
S
S
Y
Y
G
G
I
I
140
|
P
P
F
F
I
I
E
E
T
T
S
S
A
A
K
K
T
T
R
R
150
|
Q
Q
G
G
V
V
D
D
D
D
A
A
F
F
Y
Y
T
T
L
L
160
|
V
V
R
R
E
E
I
I
R
R
K
K
H
H
K
K
E
E
K
K
170
|
M
M
S
S
K
K
D
D
G
G
K
K
K
K
K
K
K
K
K
K
180
|
K
K
S
S
K
K
T
T
K
K
C
C
V
V
I
I
M
M
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| In Vivo Model | Female athymic nu/nu mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Caspase-Glo 3/7 luminogenic assay | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: MAPK/ERK kinase 1 (MEK1) | [49] | ||||||||||||
| Resistant Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Resistant Drug | MEK inhibitors | ||||||||||||
| Molecule Alteration | Missense mutation | p.C121S (c.361T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.70 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.01 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
20
|
M
-
A
-
H
-
H
-
H
-
H
-
H
-
H
-
A
-
A
-
30
|
A
-
E
-
N
-
L
-
Y
-
F
-
Q
-
L
-
E
-
E
-
40
|
L
-
E
-
L
M
D
T
E
L
Q
Q
Q
Q
R
R
K
K
R
R
50
|
L
L
E
E
A
A
F
F
L
L
T
T
Q
Q
K
K
Q
Q
K
K
60
|
V
V
G
G
E
E
L
L
K
K
D
D
D
D
D
D
F
F
E
E
70
|
K
K
I
I
S
S
E
E
L
L
G
G
A
A
G
G
N
N
G
G
80
|
G
G
V
V
V
V
F
F
K
K
V
V
S
S
H
H
K
K
P
P
90
|
S
S
G
G
L
L
V
V
M
M
A
A
R
R
K
K
L
L
I
I
100
|
H
H
L
L
E
E
I
I
K
K
P
P
A
A
I
I
R
R
N
N
110
|
Q
Q
I
I
I
I
R
R
E
E
L
L
Q
Q
V
V
L
L
H
H
120
|
E
E
C
S
N
N
S
S
P
P
Y
Y
I
I
V
V
G
G
F
F
130
|
Y
Y
G
G
A
A
F
F
Y
Y
S
S
D
D
G
G
E
E
I
I
140
|
S
S
I
I
C
C
M
M
E
E
H
H
M
M
D
D
G
G
G
G
150
|
S
S
L
L
D
D
Q
Q
V
V
L
L
K
K
K
K
A
A
G
G
160
|
R
R
I
I
P
P
E
E
Q
Q
I
I
L
L
G
G
K
K
V
V
170
|
S
S
I
I
A
A
V
V
I
I
K
K
G
G
L
L
T
T
Y
Y
180
|
L
L
R
R
E
E
K
K
H
H
K
K
I
I
M
M
H
H
R
R
190
|
D
D
V
V
K
K
P
P
S
S
N
N
I
I
L
L
V
V
N
N
200
|
S
S
R
R
G
G
E
E
I
I
K
K
L
L
C
C
D
D
F
F
210
|
G
G
V
V
S
S
G
G
Q
Q
L
L
I
I
D
D
S
S
M
M
220
|
A
A
N
N
S
S
F
F
V
V
G
G
T
T
R
R
S
S
Y
Y
230
|
M
M
S
S
P
P
E
E
R
R
L
L
Q
Q
G
G
T
T
H
H
240
|
Y
Y
S
S
V
V
Q
Q
S
S
D
D
I
I
W
W
S
S
M
M
250
|
G
G
L
L
S
S
L
L
V
V
E
E
M
M
A
A
V
V
G
G
260
|
R
R
Y
Y
P
P
I
I
-
G
-
S
-
G
-
S
-
G
-
S
270
|
-
M
-
A
-
I
-
F
-
E
-
L
-
L
-
D
-
Y
-
I
280
|
-
V
-
N
-
E
-
P
-
P
-
P
-
K
-
L
-
P
-
S
290
|
-
G
-
V
-
F
-
S
-
L
-
E
-
F
-
Q
-
D
-
F
300
|
-
V
-
N
G
K
S
C
G
L
S
I
G
K
S
N
M
P
A
A
310
|
I
E
F
R
E
A
L
D
L
L
D
K
Y
Q
I
L
V
M
N
V
320
|
E
H
P
A
P
F
P
I
K
K
L
R
P
S
S
D
G
A
V
E
330
|
F
E
S
V
L
D
E
F
F
A
Q
G
D
W
F
L
V
C
N
S
340
|
K
T
C
I
L
G
I
L
K
N
N
Q
P
P
A
S
E
T
R
P
350
|
A
T
D
H
L
A
K
A
Q
G
L
E
M
G
V
H
H
H
A
H
360
|
F
H
I
H
K
H
R
-
S
-
D
-
A
-
E
-
E
-
V
-
370
|
D
-
F
-
A
-
G
-
W
-
L
-
C
-
S
-
T
-
I
-
380
|
G
-
L
-
N
-
Q
-
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Human melanoma tissue | N.A. | |||||||||||
| Mechanism Description | The missense mutation p.C121S (c.361T>A) in gene MAP2K1 cause the resistance of MEK inhibitors by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [36] | ||||||||||||
| Sensitive Disease | Melanoma [ICD-11: 2C30.0] | ||||||||||||
| Sensitive Drug | SCH772984 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E (c.1799T>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.55 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
420
|
M
M
D
D
R
R
G
G
S
S
H
H
H
H
H
H
H
H
H
H
430
|
H
H
G
G
S
S
E
E
D
D
R
R
N
N
R
R
M
M
K
K
440
|
T
T
L
L
G
G
R
R
R
R
D
D
S
S
S
S
D
D
D
D
450
|
W
W
E
E
I
I
P
P
D
D
G
G
Q
Q
I
I
T
T
V
V
460
|
G
G
Q
Q
R
R
I
I
G
G
S
S
G
G
S
S
F
F
G
G
470
|
T
T
V
V
Y
Y
K
K
G
G
K
K
W
W
H
H
G
G
D
D
480
|
V
V
A
A
V
V
K
K
M
M
L
L
N
N
V
V
T
T
A
A
490
|
P
P
T
T
P
P
Q
Q
Q
Q
L
L
Q
Q
A
A
F
F
K
K
500
|
N
N
E
E
V
V
G
G
V
V
L
L
R
R
K
K
T
T
R
R
510
|
H
H
V
V
N
N
I
I
L
L
L
L
F
F
M
M
G
G
Y
Y
520
|
S
S
T
T
K
K
P
P
Q
Q
L
L
A
A
I
I
V
V
T
T
530
|
Q
Q
W
W
C
C
E
E
G
G
S
S
S
S
L
L
Y
Y
H
H
540
|
H
H
L
L
H
H
I
I
I
I
E
E
T
T
K
K
F
F
E
E
550
|
M
M
I
I
K
K
L
L
I
I
D
D
I
I
A
A
R
R
Q
Q
560
|
T
T
A
A
Q
Q
G
G
M
M
D
D
Y
Y
L
L
H
H
A
A
570
|
K
K
S
S
I
I
I
I
H
H
R
R
D
D
L
L
K
K
S
S
580
|
N
N
N
N
I
I
F
F
L
L
H
H
E
E
D
D
L
L
T
T
590
|
V
V
K
K
I
I
G
G
D
D
F
F
G
G
L
L
A
A
T
T
600
|
V
E
K
K
S
S
R
R
W
W
S
S
G
G
S
S
H
H
Q
Q
610
|
F
F
E
E
Q
Q
L
L
S
S
G
G
S
S
I
I
L
L
W
W
620
|
M
M
A
A
P
P
E
E
V
V
I
I
R
R
M
M
Q
Q
D
D
630
|
K
K
N
N
P
P
Y
Y
S
S
F
F
Q
Q
S
S
D
D
V
V
640
|
Y
Y
A
A
F
F
G
G
I
I
V
V
L
L
Y
Y
E
E
L
L
650
|
M
M
T
T
G
G
Q
Q
L
L
P
P
Y
Y
S
S
N
N
I
I
660
|
N
N
N
N
R
R
D
D
Q
Q
I
I
I
I
F
F
M
M
V
V
670
|
G
G
R
R
G
G
Y
Y
L
L
S
S
P
P
D
D
L
L
S
S
680
|
K
K
V
V
R
R
S
S
N
N
C
C
P
P
K
K
A
A
M
M
690
|
K
K
R
R
L
L
M
M
A
A
E
E
C
C
L
L
K
K
K
K
700
|
K
K
R
R
D
D
E
E
R
R
P
P
L
L
F
F
P
P
Q
Q
710
|
I
I
L
L
A
A
S
S
I
I
E
E
L
L
L
L
A
A
R
R
720
|
S
S
L
L
P
P
K
K
I
I
H
H
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | |||||||||
| A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | ||||||||||
| In Vivo Model | Female athymic nu/nu mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Caspase-Glo 3/7 luminogenic assay | ||||||||||||
References
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