Disease Information
General Information of the Disease (ID: DIS00101)
| Name |
Thyroid cancer
|
|---|---|
| ICD |
ICD-11: 2D10
|
| Resistance Map |
Type(s) of Resistant Mechanism of This Disease with Structure Alteration
Drug Resistance Data Categorized by Drug
Approved Drug(s)
7 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [1] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Cabozantinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HEK293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | |||||||||
| TPC-1 cells | Thyroid | Homo sapiens (Human) | CVCL_6298 | ||||||||||
| MZ-CRC-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | ||||||||||
| MTC-TT cells | Thyroid gland | Homo sapiens (Human) | CVCL_1774 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Mechanism Description | The missense mutation p.M918T (c.2753T>C) in gene RET cause the sensitivity of Cabozantinib by aberration of the drug's therapeutic target | ||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [2] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Cabozantinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
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) | [3] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| 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 Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [4] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Pralsetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | TPC-1 cells | Thyroid | Homo sapiens (Human) | CVCL_6298 | |||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| TT cells | Thyroid gland | Homo sapiens (Human) | CVCL_1774 | ||||||||||
| MZ-CRC-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | ||||||||||
| LC2/ad cells | Pleural effusion | Homo sapiens (Human) | CVCL_1373 | ||||||||||
| In Vivo Model | BALB/c nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [5] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Selpercatinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HEK 293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | |||||||||
| In Vivo Model | Mouse PDX model | Mus musculus | |||||||||||
| Mechanism Description | LOXO-292 demonstrated potent and selective anti-RET activity preclinically against human cancer cell lines harboring endogenous RET gene alterations. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [6] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Trametinib/Dabrafenib | ||||||||||||
| 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 | ||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [7] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Vandetanib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
PCR | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [8] | ||||||||||||
| Resistant Disease | Papillary thyroid carcinoma [ICD-11: 2D10.1] | ||||||||||||
| Resistant Drug | Vemurafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E |
|||||||||||
| 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 Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Low throughput experiment assay | ||||||||||||
| Mechanism Description | BRAFV600E is the most common mutation in PTC, occurring in about 60% of PTC tumors, and has been described as a clonal event since it occurs in the majority of tumor cells. BRAFV600E PTC exhibits primary resistance to RAI treatment, higher rates of tumor recurrence and metastases, and lower survival rates. Remarkably, the BRAFV600E mutation not only promotes thyroid tumor cell proliferation, adhesion, migration and invasion, but also up-regulates epigenetic pathways that silence expression of the sodium/iodide symporter. This blocks iodide uptake, which may be one cause of primary resistance to RAI. Present in other cancers, including 40-70% of malignant melanomas and 10% of colorectal cancers, BRAFV600E positive tumors provide one important case study for the evolution of drug resistance. | ||||||||||||
Clinical Trial Drug(s)
4 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [9] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Selumetinib | ||||||||||||
| 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 | BRAF/MEK/MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| BCPAP cells | Thyroid | Homo sapiens (Human) | CVCL_0153 | ||||||||||
| SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | ||||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| CAL62 cells | Thyroid gland | Homo sapiens (Human) | CVCL_1112 | ||||||||||
| In Vivo Model | Athymic nude mouse PDX xenografts model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Immunoblotting assay; Immunoprecipitation assy | ||||||||||||
| Experiment for Drug Resistance |
SRB staining assay; Promega assay | ||||||||||||
| Mechanism Description | Activation of the Mitogen Activated Protein (MAP) Kinase pathway was increased in all four of the dasatinib-resistant cell lines, likely due to B-Raf and c-Raf dimerization. Furthermore, MAP2K1/MAP2K2 (MEK1/2) inhibition restored sensitivity in all four of the dasatinib-resistant cell lines, and overcome acquired resistance to dasatinib in the RAS-mutant Cal62 cell line, in vivo. Together, these studies demonstrate that acquisition of the c-Src gatekeeper mutation and MAP Kinase pathway signaling play important roles in promoting resistance to the Src inhibitor, dasatinib. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [10] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | AZD1480 | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | TPC-1 cells | Thyroid | Homo sapiens (Human) | CVCL_6298 | |||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| K1 cells | Thyroid | Homo sapiens (Human) | CVCL_2537 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
TUNEL assay | ||||||||||||
| Mechanism Description | The missense mutation p.M918T (c.2753T>C) in gene RET cause the sensitivity of AZD1480 by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [11] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| 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 | ||||||||||||
| Cell Pathway Regulation | ERK signaling pathway | Inhibition | hsa04210 | ||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: PI3-kinase alpha (PIK3CA) | [12] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Perifosine | ||||||||||||
| Molecule Alteration | Missense mutation | p.H1047R (c.3140A>G) |
|||||||||||
| Wild Type Structure | Method: Electron microscopy | Resolution: 2.41 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.61 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
M
-
S
-
Y
-
Y
-
H
-
H
-
H
-
-20
|
H
-
H
-
H
-
D
-
Y
-
D
-
I
-
P
-
T
-
T
-
-10
|
E
-
N
-
L
-
Y
-
F
-
Q
-
G
G
A
A
M
M
G
G
0
|
S
S
M
M
P
P
P
P
R
R
P
P
S
S
S
S
G
G
E
E
10
|
L
L
W
W
G
G
I
I
H
H
L
L
M
M
P
P
P
P
R
R
20
|
I
I
L
L
V
V
E
E
C
C
L
L
L
L
P
P
N
N
G
G
30
|
M
M
I
I
V
V
T
T
L
L
E
E
C
C
L
L
R
R
E
E
40
|
A
A
T
T
L
L
I
I
T
T
I
I
K
K
H
H
E
E
L
L
50
|
F
F
K
K
E
E
A
A
R
R
K
K
Y
Y
P
P
L
L
H
H
60
|
Q
Q
L
L
L
L
Q
Q
D
D
E
E
S
S
S
S
Y
Y
I
I
70
|
F
F
V
V
S
S
V
V
T
T
Q
Q
E
E
A
A
E
E
R
R
80
|
E
E
E
E
F
F
F
F
D
D
E
E
T
T
R
R
R
R
L
L
90
|
C
C
D
D
L
L
R
R
L
L
F
F
Q
Q
P
P
F
F
L
L
100
|
K
K
V
V
I
I
E
E
P
P
V
V
G
G
N
N
R
R
E
E
110
|
E
E
K
K
I
I
L
L
N
N
R
R
E
E
I
I
G
G
F
F
120
|
A
A
I
I
G
G
M
M
P
P
V
V
C
C
E
E
F
F
D
D
130
|
M
M
V
V
K
K
D
D
P
P
E
E
V
V
Q
Q
D
D
F
F
140
|
R
R
R
R
N
N
I
I
L
L
N
N
V
V
C
C
K
K
E
E
150
|
A
A
V
V
D
D
L
L
R
R
D
D
L
L
N
N
S
S
P
P
160
|
H
H
S
S
R
R
A
A
M
M
Y
Y
V
V
Y
Y
P
P
P
P
170
|
N
N
V
V
E
E
S
S
S
S
P
P
E
E
L
L
P
P
K
K
180
|
H
H
I
I
Y
Y
N
N
K
K
L
L
D
D
K
K
G
G
Q
Q
190
|
I
I
I
I
V
V
V
V
I
I
W
W
V
V
I
I
V
V
S
S
200
|
P
P
N
N
N
N
D
D
K
K
Q
Q
K
K
Y
Y
T
T
L
L
210
|
K
K
I
I
N
N
H
H
D
D
C
C
V
V
P
P
E
E
Q
Q
220
|
V
V
I
I
A
A
E
E
A
A
I
I
R
R
K
K
K
K
T
T
230
|
R
R
S
S
M
M
L
L
L
L
S
S
S
S
E
E
Q
Q
L
L
240
|
K
K
L
L
C
C
V
V
L
L
E
E
Y
Y
Q
Q
G
G
K
K
250
|
Y
Y
I
I
L
L
K
K
V
V
C
C
G
G
C
C
D
D
E
E
260
|
Y
Y
F
F
L
L
E
E
K
K
Y
Y
P
P
L
L
S
S
Q
Q
270
|
Y
Y
K
K
Y
Y
I
I
R
R
S
S
C
C
I
I
M
M
L
L
280
|
G
G
R
R
M
M
P
P
N
N
L
L
M
M
L
L
M
M
A
A
290
|
K
K
E
E
S
S
L
L
Y
Y
S
S
Q
Q
L
L
P
P
M
M
300
|
D
D
C
C
F
F
T
T
M
M
P
P
S
S
Y
Y
S
S
R
R
310
|
R
R
I
I
S
S
T
T
A
A
T
T
P
P
Y
Y
M
M
N
N
320
|
G
G
E
E
T
T
S
S
T
T
K
K
S
S
L
L
W
W
V
V
330
|
I
I
N
N
S
S
A
A
L
L
R
R
I
I
K
K
I
I
L
L
340
|
C
C
A
A
T
T
Y
Y
V
V
N
N
V
V
N
N
I
I
R
R
350
|
D
D
I
I
D
D
K
K
I
I
Y
Y
V
V
R
R
T
T
G
G
360
|
I
I
Y
Y
H
H
G
G
G
G
E
E
P
P
L
L
C
C
D
D
370
|
N
N
V
V
N
N
T
T
Q
Q
R
R
V
V
P
P
C
C
S
S
380
|
N
N
P
P
R
R
W
W
N
N
E
E
W
W
L
L
N
N
Y
Y
390
|
D
D
I
I
Y
Y
I
I
P
P
D
D
L
L
P
P
R
R
A
A
400
|
A
A
R
R
L
L
C
C
L
L
S
S
I
I
C
C
S
S
V
V
410
|
K
K
G
G
R
R
K
K
G
G
A
A
K
K
E
E
E
E
H
H
420
|
C
C
P
P
L
L
A
A
W
W
G
G
N
N
I
I
N
N
L
L
430
|
F
F
D
D
Y
Y
T
T
D
D
T
T
L
L
V
V
S
S
G
G
440
|
K
K
M
M
A
A
L
L
N
N
L
L
W
W
P
P
V
V
P
P
450
|
H
H
G
G
L
L
E
E
D
D
L
L
L
L
N
N
P
P
I
I
460
|
G
G
V
V
T
T
G
G
S
S
N
N
P
P
N
N
K
K
E
E
470
|
T
T
P
P
C
C
L
L
E
E
L
L
E
E
F
F
D
D
W
W
480
|
F
F
S
S
S
S
V
V
V
V
K
K
F
F
P
P
D
D
M
M
490
|
S
S
V
V
I
I
E
E
E
E
H
H
A
A
N
N
W
W
S
S
500
|
V
V
S
S
R
R
E
E
A
A
G
G
F
F
S
S
Y
Y
S
S
510
|
H
H
A
A
G
G
L
L
S
S
N
N
R
R
L
L
A
A
R
R
520
|
D
D
N
N
E
E
L
L
R
R
E
E
N
N
D
D
K
K
E
E
530
|
Q
Q
L
L
K
K
A
A
I
I
S
S
T
T
R
R
D
D
P
P
540
|
L
L
S
S
E
E
I
I
T
T
E
E
Q
Q
E
E
K
K
D
D
550
|
F
F
L
L
W
W
S
S
H
H
R
R
H
H
Y
Y
C
C
V
V
560
|
T
T
I
I
P
P
E
E
I
I
L
L
P
P
K
K
L
L
L
L
570
|
L
L
S
S
V
V
K
K
W
W
N
N
S
S
R
R
D
D
E
E
580
|
V
V
A
A
Q
Q
M
M
Y
Y
C
C
L
L
V
V
K
K
D
D
590
|
W
W
P
P
P
P
I
I
K
K
P
P
E
E
Q
Q
A
A
M
M
600
|
E
E
L
L
L
L
D
D
C
C
N
N
Y
Y
P
P
D
D
P
P
610
|
M
M
V
V
R
R
G
G
F
F
A
A
V
V
R
R
C
C
L
L
620
|
E
E
K
K
Y
Y
L
L
T
T
D
D
D
D
K
K
L
L
S
S
630
|
Q
Q
Y
Y
L
L
I
I
Q
Q
L
L
V
V
Q
Q
V
V
L
L
640
|
K
K
Y
Y
E
E
Q
Q
Y
Y
L
L
D
D
N
N
L
L
L
L
650
|
V
V
R
R
F
F
L
L
L
L
K
K
K
K
A
A
L
L
T
T
660
|
N
N
Q
Q
R
R
I
I
G
G
H
H
F
F
F
F
F
F
W
W
670
|
H
H
L
L
K
K
S
S
E
E
M
M
H
H
N
N
K
K
T
T
680
|
V
V
S
S
Q
Q
R
R
F
F
G
G
L
L
L
L
L
L
E
E
690
|
S
S
Y
Y
C
C
R
R
A
A
C
C
G
G
M
M
Y
Y
L
L
700
|
K
K
H
H
L
L
N
N
R
R
Q
Q
V
V
E
E
A
A
M
M
710
|
E
E
K
K
L
L
I
I
N
N
L
L
T
T
D
D
I
I
L
L
720
|
K
K
Q
Q
E
E
K
K
K
K
D
D
E
E
T
T
Q
Q
K
K
730
|
V
V
Q
Q
M
M
K
K
F
F
L
L
V
V
E
E
Q
Q
M
M
740
|
R
R
R
R
P
P
D
D
F
F
M
M
D
D
A
A
L
L
Q
Q
750
|
G
G
F
F
L
L
S
S
P
P
L
L
N
N
P
P
A
A
H
H
760
|
Q
Q
L
L
G
G
N
N
L
L
R
R
L
L
E
E
E
E
C
C
770
|
R
R
I
I
M
M
S
S
S
S
A
A
K
K
R
R
P
P
L
L
780
|
W
W
L
L
N
N
W
W
E
E
N
N
P
P
D
D
I
I
M
M
790
|
S
S
E
E
L
L
L
L
F
F
Q
Q
N
N
N
N
E
E
I
I
800
|
I
I
F
F
K
K
N
N
G
G
D
D
D
D
L
L
R
R
Q
Q
810
|
D
D
M
M
L
L
T
T
L
L
Q
Q
I
I
I
I
R
R
I
I
820
|
M
M
E
E
N
N
I
I
W
W
Q
Q
N
N
Q
Q
G
G
L
L
830
|
D
D
L
L
R
R
M
M
L
L
P
P
Y
Y
G
G
C
C
L
L
840
|
S
S
I
I
G
G
D
D
C
C
V
V
G
G
L
L
I
I
E
E
850
|
V
V
V
V
R
R
N
N
S
S
H
H
T
T
I
I
M
M
Q
Q
860
|
I
I
Q
Q
C
C
K
K
G
G
G
G
L
L
K
K
G
G
A
A
870
|
L
L
Q
Q
F
F
N
N
S
S
H
H
T
T
L
L
H
H
Q
Q
880
|
W
W
L
L
K
K
D
D
K
K
N
N
K
K
G
G
E
E
I
I
890
|
Y
Y
D
D
A
A
A
A
I
I
D
D
L
L
F
F
T
T
R
R
900
|
S
S
C
C
A
A
G
G
Y
Y
C
C
V
V
A
A
T
T
F
F
910
|
I
I
L
L
G
G
I
I
G
G
D
D
R
R
H
H
N
N
S
S
920
|
N
N
I
I
M
M
V
V
K
K
D
D
D
D
G
G
Q
Q
L
L
930
|
F
F
H
H
I
I
D
D
F
F
G
G
H
H
F
F
L
L
D
D
940
|
H
H
K
K
K
K
K
K
K
K
F
F
G
G
Y
Y
K
K
R
R
950
|
E
E
R
R
V
V
P
P
F
F
V
V
L
L
T
T
Q
Q
D
D
960
|
F
F
L
L
I
I
V
V
I
I
S
S
K
K
G
G
A
A
Q
Q
970
|
E
E
C
C
T
T
K
K
T
T
R
R
E
E
F
F
E
E
R
R
980
|
F
F
Q
Q
E
E
M
M
C
C
Y
Y
K
K
A
A
Y
Y
L
L
990
|
A
A
I
I
R
R
Q
Q
H
H
A
A
N
N
L
L
F
F
I
I
1000
|
N
N
L
L
F
F
S
S
M
M
M
M
L
L
G
G
S
S
G
G
1010
|
M
M
P
P
E
E
L
L
Q
Q
S
S
F
F
D
D
D
D
I
I
1020
|
A
A
Y
Y
I
I
R
R
K
K
T
T
L
L
A
A
L
L
D
D
1030
|
K
K
T
T
E
E
Q
Q
E
E
A
A
L
L
E
E
Y
Y
F
F
1040
|
M
M
K
K
Q
Q
M
M
N
N
D
D
A
A
H
R
H
H
G
G
1050
|
G
G
W
W
T
T
T
T
K
K
M
M
D
D
W
W
I
I
F
F
1060
|
H
H
T
T
I
I
K
K
Q
Q
H
H
A
A
L
L
N
N
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| HTH7 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6289 | ||||||||||
| SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | ||||||||||
| HTH7 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6289 | ||||||||||
| Hth74 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6288 | ||||||||||
| Hth74 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6288 | ||||||||||
| In Vivo Model | Nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Mechanism Description | The missense mutation p.H1047R (c.3140A>G) in gene PIK3CA cause the sensitivity of Perifosine by unusual activation of pro-survival pathway | ||||||||||||
Discontinued Drug(s)
1 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [13] | ||||||||||||
| Resistant Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Resistant Drug | Motesanib | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | Medullary thyroid cancer tissue | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | |||||||||
| Mechanism Description | The missense mutation p.M918T (c.2753T>C) in gene RET cause the resistance of Motesanib by unusual activation of pro-survival pathway | ||||||||||||
Preclinical Drug(s)
9 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [14] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | ALW-II-41-27 | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | TT cells | Thyroid gland | Homo sapiens (Human) | CVCL_1774 | |||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/V804L cells | N.A. | Mus musculus (Mouse) | CVCL_XZ25 | ||||||||||
| RET/S891A cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/L790F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/A883F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| MZ-CRC-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | ||||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Cell counting assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [15] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | CLM3 | ||||||||||||
| 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 | 8305C cells | Thyroid | Homo sapiens (Human) | CVCL_1053 | |||||||||
| In Vivo Model | Male CD nu/nu mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Human cyclin D1 ELISA assay | ||||||||||||
| Experiment for Drug Resistance |
WST-1 assay; Cell counting assay; Hoechst uptake assay; Annexin V binding assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [9] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Dasatinib/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 | Revealed Based on the Cell Line Data | ||||||||||||
| Cell Pathway Regulation | BRAF/MEK/MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| BCPAP cells | Thyroid | Homo sapiens (Human) | CVCL_0153 | ||||||||||
| SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | ||||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| CAL62 cells | Thyroid gland | Homo sapiens (Human) | CVCL_1112 | ||||||||||
| In Vivo Model | Athymic nude mouse PDX xenografts model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Immunoblotting assay; Immunoprecipitation assy | ||||||||||||
| Experiment for Drug Resistance |
SRB staining assay; Promega assay | ||||||||||||
| Mechanism Description | Activation of the Mitogen Activated Protein (MAP) Kinase pathway was increased in all four of the dasatinib-resistant cell lines, likely due to B-Raf and c-Raf dimerization. Furthermore, MAP2K1/MAP2K2 (MEK1/2) inhibition restored sensitivity in all four of the dasatinib-resistant cell lines, and overcome acquired resistance to dasatinib in the RAS-mutant Cal62 cell line, in vivo. Together, these studies demonstrate that acquisition of the c-Src gatekeeper mutation and MAP Kinase pathway signaling play important roles in promoting resistance to the Src inhibitor, dasatinib. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [9] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | Dasatinib/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 | Revealed Based on the Cell Line Data | ||||||||||||
| Cell Pathway Regulation | BRAF/MEK/MAPK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | A375 cells | Skin | Homo sapiens (Human) | CVCL_0132 | |||||||||
| BCPAP cells | Thyroid | Homo sapiens (Human) | CVCL_0153 | ||||||||||
| SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | ||||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| CAL62 cells | Thyroid gland | Homo sapiens (Human) | CVCL_1112 | ||||||||||
| In Vivo Model | Athymic nude mouse PDX xenografts model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Immunoblotting assay; Immunoprecipitation assy | ||||||||||||
| Experiment for Drug Resistance |
SRB staining assay; Promega assay | ||||||||||||
| Mechanism Description | Activation of the Mitogen Activated Protein (MAP) Kinase pathway was increased in all four of the dasatinib-resistant cell lines, likely due to B-Raf and c-Raf dimerization. Furthermore, MAP2K1/MAP2K2 (MEK1/2) inhibition restored sensitivity in all four of the dasatinib-resistant cell lines, and overcome acquired resistance to dasatinib in the RAS-mutant Cal62 cell line, in vivo. Together, these studies demonstrate that acquisition of the c-Src gatekeeper mutation and MAP Kinase pathway signaling play important roles in promoting resistance to the Src inhibitor, dasatinib. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [14] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | HG-6-63-01 | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | TT cells | Thyroid gland | Homo sapiens (Human) | CVCL_1774 | |||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/V804L cells | N.A. | Mus musculus (Mouse) | CVCL_XZ25 | ||||||||||
| RET/S891A cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/L790F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/A883F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| MZ-CRC-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | ||||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Cell counting assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: GTPase Nras (NRAS) | [16] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | MK2206 | ||||||||||||
| 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 | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| HTH7 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6289 | ||||||||||
| Hth74 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6288 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Mechanism Description | The missense mutation p.Q61R (c.182A>G) in gene NRAS cause the sensitivity of MK2206 by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: PI3-kinase alpha (PIK3CA) | [16] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | MK2206/Temsirolimus | ||||||||||||
| Molecule Alteration | Missense mutation | p.H1047R (c.3140A>G) |
|||||||||||
| Wild Type Structure | Method: Electron microscopy | Resolution: 2.41 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.61 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
M
-
S
-
Y
-
Y
-
H
-
H
-
H
-
-20
|
H
-
H
-
H
-
D
-
Y
-
D
-
I
-
P
-
T
-
T
-
-10
|
E
-
N
-
L
-
Y
-
F
-
Q
-
G
G
A
A
M
M
G
G
0
|
S
S
M
M
P
P
P
P
R
R
P
P
S
S
S
S
G
G
E
E
10
|
L
L
W
W
G
G
I
I
H
H
L
L
M
M
P
P
P
P
R
R
20
|
I
I
L
L
V
V
E
E
C
C
L
L
L
L
P
P
N
N
G
G
30
|
M
M
I
I
V
V
T
T
L
L
E
E
C
C
L
L
R
R
E
E
40
|
A
A
T
T
L
L
I
I
T
T
I
I
K
K
H
H
E
E
L
L
50
|
F
F
K
K
E
E
A
A
R
R
K
K
Y
Y
P
P
L
L
H
H
60
|
Q
Q
L
L
L
L
Q
Q
D
D
E
E
S
S
S
S
Y
Y
I
I
70
|
F
F
V
V
S
S
V
V
T
T
Q
Q
E
E
A
A
E
E
R
R
80
|
E
E
E
E
F
F
F
F
D
D
E
E
T
T
R
R
R
R
L
L
90
|
C
C
D
D
L
L
R
R
L
L
F
F
Q
Q
P
P
F
F
L
L
100
|
K
K
V
V
I
I
E
E
P
P
V
V
G
G
N
N
R
R
E
E
110
|
E
E
K
K
I
I
L
L
N
N
R
R
E
E
I
I
G
G
F
F
120
|
A
A
I
I
G
G
M
M
P
P
V
V
C
C
E
E
F
F
D
D
130
|
M
M
V
V
K
K
D
D
P
P
E
E
V
V
Q
Q
D
D
F
F
140
|
R
R
R
R
N
N
I
I
L
L
N
N
V
V
C
C
K
K
E
E
150
|
A
A
V
V
D
D
L
L
R
R
D
D
L
L
N
N
S
S
P
P
160
|
H
H
S
S
R
R
A
A
M
M
Y
Y
V
V
Y
Y
P
P
P
P
170
|
N
N
V
V
E
E
S
S
S
S
P
P
E
E
L
L
P
P
K
K
180
|
H
H
I
I
Y
Y
N
N
K
K
L
L
D
D
K
K
G
G
Q
Q
190
|
I
I
I
I
V
V
V
V
I
I
W
W
V
V
I
I
V
V
S
S
200
|
P
P
N
N
N
N
D
D
K
K
Q
Q
K
K
Y
Y
T
T
L
L
210
|
K
K
I
I
N
N
H
H
D
D
C
C
V
V
P
P
E
E
Q
Q
220
|
V
V
I
I
A
A
E
E
A
A
I
I
R
R
K
K
K
K
T
T
230
|
R
R
S
S
M
M
L
L
L
L
S
S
S
S
E
E
Q
Q
L
L
240
|
K
K
L
L
C
C
V
V
L
L
E
E
Y
Y
Q
Q
G
G
K
K
250
|
Y
Y
I
I
L
L
K
K
V
V
C
C
G
G
C
C
D
D
E
E
260
|
Y
Y
F
F
L
L
E
E
K
K
Y
Y
P
P
L
L
S
S
Q
Q
270
|
Y
Y
K
K
Y
Y
I
I
R
R
S
S
C
C
I
I
M
M
L
L
280
|
G
G
R
R
M
M
P
P
N
N
L
L
M
M
L
L
M
M
A
A
290
|
K
K
E
E
S
S
L
L
Y
Y
S
S
Q
Q
L
L
P
P
M
M
300
|
D
D
C
C
F
F
T
T
M
M
P
P
S
S
Y
Y
S
S
R
R
310
|
R
R
I
I
S
S
T
T
A
A
T
T
P
P
Y
Y
M
M
N
N
320
|
G
G
E
E
T
T
S
S
T
T
K
K
S
S
L
L
W
W
V
V
330
|
I
I
N
N
S
S
A
A
L
L
R
R
I
I
K
K
I
I
L
L
340
|
C
C
A
A
T
T
Y
Y
V
V
N
N
V
V
N
N
I
I
R
R
350
|
D
D
I
I
D
D
K
K
I
I
Y
Y
V
V
R
R
T
T
G
G
360
|
I
I
Y
Y
H
H
G
G
G
G
E
E
P
P
L
L
C
C
D
D
370
|
N
N
V
V
N
N
T
T
Q
Q
R
R
V
V
P
P
C
C
S
S
380
|
N
N
P
P
R
R
W
W
N
N
E
E
W
W
L
L
N
N
Y
Y
390
|
D
D
I
I
Y
Y
I
I
P
P
D
D
L
L
P
P
R
R
A
A
400
|
A
A
R
R
L
L
C
C
L
L
S
S
I
I
C
C
S
S
V
V
410
|
K
K
G
G
R
R
K
K
G
G
A
A
K
K
E
E
E
E
H
H
420
|
C
C
P
P
L
L
A
A
W
W
G
G
N
N
I
I
N
N
L
L
430
|
F
F
D
D
Y
Y
T
T
D
D
T
T
L
L
V
V
S
S
G
G
440
|
K
K
M
M
A
A
L
L
N
N
L
L
W
W
P
P
V
V
P
P
450
|
H
H
G
G
L
L
E
E
D
D
L
L
L
L
N
N
P
P
I
I
460
|
G
G
V
V
T
T
G
G
S
S
N
N
P
P
N
N
K
K
E
E
470
|
T
T
P
P
C
C
L
L
E
E
L
L
E
E
F
F
D
D
W
W
480
|
F
F
S
S
S
S
V
V
V
V
K
K
F
F
P
P
D
D
M
M
490
|
S
S
V
V
I
I
E
E
E
E
H
H
A
A
N
N
W
W
S
S
500
|
V
V
S
S
R
R
E
E
A
A
G
G
F
F
S
S
Y
Y
S
S
510
|
H
H
A
A
G
G
L
L
S
S
N
N
R
R
L
L
A
A
R
R
520
|
D
D
N
N
E
E
L
L
R
R
E
E
N
N
D
D
K
K
E
E
530
|
Q
Q
L
L
K
K
A
A
I
I
S
S
T
T
R
R
D
D
P
P
540
|
L
L
S
S
E
E
I
I
T
T
E
E
Q
Q
E
E
K
K
D
D
550
|
F
F
L
L
W
W
S
S
H
H
R
R
H
H
Y
Y
C
C
V
V
560
|
T
T
I
I
P
P
E
E
I
I
L
L
P
P
K
K
L
L
L
L
570
|
L
L
S
S
V
V
K
K
W
W
N
N
S
S
R
R
D
D
E
E
580
|
V
V
A
A
Q
Q
M
M
Y
Y
C
C
L
L
V
V
K
K
D
D
590
|
W
W
P
P
P
P
I
I
K
K
P
P
E
E
Q
Q
A
A
M
M
600
|
E
E
L
L
L
L
D
D
C
C
N
N
Y
Y
P
P
D
D
P
P
610
|
M
M
V
V
R
R
G
G
F
F
A
A
V
V
R
R
C
C
L
L
620
|
E
E
K
K
Y
Y
L
L
T
T
D
D
D
D
K
K
L
L
S
S
630
|
Q
Q
Y
Y
L
L
I
I
Q
Q
L
L
V
V
Q
Q
V
V
L
L
640
|
K
K
Y
Y
E
E
Q
Q
Y
Y
L
L
D
D
N
N
L
L
L
L
650
|
V
V
R
R
F
F
L
L
L
L
K
K
K
K
A
A
L
L
T
T
660
|
N
N
Q
Q
R
R
I
I
G
G
H
H
F
F
F
F
F
F
W
W
670
|
H
H
L
L
K
K
S
S
E
E
M
M
H
H
N
N
K
K
T
T
680
|
V
V
S
S
Q
Q
R
R
F
F
G
G
L
L
L
L
L
L
E
E
690
|
S
S
Y
Y
C
C
R
R
A
A
C
C
G
G
M
M
Y
Y
L
L
700
|
K
K
H
H
L
L
N
N
R
R
Q
Q
V
V
E
E
A
A
M
M
710
|
E
E
K
K
L
L
I
I
N
N
L
L
T
T
D
D
I
I
L
L
720
|
K
K
Q
Q
E
E
K
K
K
K
D
D
E
E
T
T
Q
Q
K
K
730
|
V
V
Q
Q
M
M
K
K
F
F
L
L
V
V
E
E
Q
Q
M
M
740
|
R
R
R
R
P
P
D
D
F
F
M
M
D
D
A
A
L
L
Q
Q
750
|
G
G
F
F
L
L
S
S
P
P
L
L
N
N
P
P
A
A
H
H
760
|
Q
Q
L
L
G
G
N
N
L
L
R
R
L
L
E
E
E
E
C
C
770
|
R
R
I
I
M
M
S
S
S
S
A
A
K
K
R
R
P
P
L
L
780
|
W
W
L
L
N
N
W
W
E
E
N
N
P
P
D
D
I
I
M
M
790
|
S
S
E
E
L
L
L
L
F
F
Q
Q
N
N
N
N
E
E
I
I
800
|
I
I
F
F
K
K
N
N
G
G
D
D
D
D
L
L
R
R
Q
Q
810
|
D
D
M
M
L
L
T
T
L
L
Q
Q
I
I
I
I
R
R
I
I
820
|
M
M
E
E
N
N
I
I
W
W
Q
Q
N
N
Q
Q
G
G
L
L
830
|
D
D
L
L
R
R
M
M
L
L
P
P
Y
Y
G
G
C
C
L
L
840
|
S
S
I
I
G
G
D
D
C
C
V
V
G
G
L
L
I
I
E
E
850
|
V
V
V
V
R
R
N
N
S
S
H
H
T
T
I
I
M
M
Q
Q
860
|
I
I
Q
Q
C
C
K
K
G
G
G
G
L
L
K
K
G
G
A
A
870
|
L
L
Q
Q
F
F
N
N
S
S
H
H
T
T
L
L
H
H
Q
Q
880
|
W
W
L
L
K
K
D
D
K
K
N
N
K
K
G
G
E
E
I
I
890
|
Y
Y
D
D
A
A
A
A
I
I
D
D
L
L
F
F
T
T
R
R
900
|
S
S
C
C
A
A
G
G
Y
Y
C
C
V
V
A
A
T
T
F
F
910
|
I
I
L
L
G
G
I
I
G
G
D
D
R
R
H
H
N
N
S
S
920
|
N
N
I
I
M
M
V
V
K
K
D
D
D
D
G
G
Q
Q
L
L
930
|
F
F
H
H
I
I
D
D
F
F
G
G
H
H
F
F
L
L
D
D
940
|
H
H
K
K
K
K
K
K
K
K
F
F
G
G
Y
Y
K
K
R
R
950
|
E
E
R
R
V
V
P
P
F
F
V
V
L
L
T
T
Q
Q
D
D
960
|
F
F
L
L
I
I
V
V
I
I
S
S
K
K
G
G
A
A
Q
Q
970
|
E
E
C
C
T
T
K
K
T
T
R
R
E
E
F
F
E
E
R
R
980
|
F
F
Q
Q
E
E
M
M
C
C
Y
Y
K
K
A
A
Y
Y
L
L
990
|
A
A
I
I
R
R
Q
Q
H
H
A
A
N
N
L
L
F
F
I
I
1000
|
N
N
L
L
F
F
S
S
M
M
M
M
L
L
G
G
S
S
G
G
1010
|
M
M
P
P
E
E
L
L
Q
Q
S
S
F
F
D
D
D
D
I
I
1020
|
A
A
Y
Y
I
I
R
R
K
K
T
T
L
L
A
A
L
L
D
D
1030
|
K
K
T
T
E
E
Q
Q
E
E
A
A
L
L
E
E
Y
Y
F
F
1040
|
M
M
K
K
Q
Q
M
M
N
N
D
D
A
A
H
R
H
H
G
G
1050
|
G
G
W
W
T
T
T
T
K
K
M
M
D
D
W
W
I
I
F
F
1060
|
H
H
T
T
I
I
K
K
Q
Q
H
H
A
A
L
L
N
N
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | SW1736 cells | Thyroid | Homo sapiens (Human) | CVCL_3883 | |||||||||
| C643 cells | Thyroid gland | Homo sapiens (Human) | CVCL_5969 | ||||||||||
| HTH7 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6289 | ||||||||||
| Hth74 cells | Thyroid gland | Homo sapiens (Human) | CVCL_6288 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Mechanism Description | The missense mutation p.H1047R (c.3140A>G) in gene PIK3CA cause the sensitivity of MK2206 + Temsirolimus by unusual activation of pro-survival pathway | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [17] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| 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 | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Proto-oncogene tyrosine-protein kinase receptor Ret (RET) | [14] | ||||||||||||
| Sensitive Disease | Thyroid gland cancer [ICD-11: 2D10.0] | ||||||||||||
| Sensitive Drug | XMD15-44 | ||||||||||||
| Molecule Alteration | Missense mutation | p.M918T (c.2753T>C) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 1.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.12 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
700
|
G
G
P
P
L
L
S
S
L
L
S
S
V
V
D
D
A
A
F
F
710
|
K
K
I
I
L
L
E
E
D
D
P
P
K
K
W
W
E
E
F
F
720
|
P
P
R
R
K
K
N
N
L
L
V
V
L
L
G
G
K
K
T
T
730
|
L
L
G
G
E
E
G
G
E
E
F
F
G
G
K
K
V
V
V
V
740
|
K
K
A
A
T
T
A
A
F
F
H
H
L
L
K
K
G
G
R
R
750
|
A
A
G
G
Y
Y
T
T
T
T
V
V
A
A
V
V
K
K
M
M
760
|
L
L
K
K
E
E
N
N
A
A
S
S
P
P
S
S
E
E
L
L
770
|
R
R
D
D
L
L
L
L
S
S
E
E
F
F
N
N
V
V
L
L
780
|
K
K
Q
Q
V
V
N
N
H
H
P
P
H
H
V
V
I
I
K
K
790
|
L
L
Y
Y
G
G
A
A
C
C
S
S
Q
Q
D
D
G
G
P
P
800
|
L
L
L
L
L
L
I
I
V
V
E
E
Y
Y
A
A
K
K
Y
Y
810
|
G
G
S
S
L
L
R
R
G
G
F
F
L
L
R
R
E
E
S
S
820
|
R
R
K
K
V
V
G
G
P
P
G
G
Y
Y
L
L
G
G
S
S
830
|
G
G
G
G
S
S
R
R
N
N
S
S
S
S
S
S
L
L
D
D
840
|
H
H
P
P
D
D
E
E
R
R
A
A
L
L
T
T
M
M
G
G
850
|
D
D
L
L
I
I
S
S
F
F
A
A
W
W
Q
Q
I
I
S
S
860
|
Q
Q
G
G
M
M
Q
Q
Y
Y
L
L
A
A
E
E
M
M
K
K
870
|
L
L
V
V
H
H
R
R
D
D
L
L
A
A
A
A
R
R
N
N
880
|
I
I
L
L
V
V
A
A
E
E
G
G
R
R
K
K
M
M
K
K
890
|
I
I
S
S
D
D
F
F
G
G
L
L
S
S
R
R
D
D
V
V
900
|
Y
Y
E
E
E
E
D
D
S
S
Y
Y
V
V
K
K
R
R
S
S
910
|
Q
Q
G
G
R
R
I
I
P
P
V
V
K
K
W
W
M
T
A
A
920
|
I
I
E
E
S
S
L
L
F
F
D
D
H
H
I
I
Y
Y
T
T
930
|
T
T
Q
Q
S
S
D
D
V
V
W
W
S
S
F
F
G
G
V
V
940
|
L
L
L
L
W
W
E
E
I
I
V
V
T
T
L
L
G
G
G
G
950
|
N
N
P
P
Y
Y
P
P
G
G
I
I
P
P
P
P
E
E
R
R
960
|
L
L
F
F
N
N
L
L
L
L
K
K
T
T
G
G
H
H
R
R
970
|
M
M
E
E
R
R
P
P
D
D
N
N
C
C
S
S
E
E
E
E
980
|
M
M
Y
Y
R
R
L
L
M
M
L
L
Q
Q
C
C
W
W
K
K
990
|
Q
Q
E
E
P
P
D
D
K
K
R
R
P
P
V
V
F
F
A
A
1000
|
D
D
I
I
S
S
K
K
D
D
L
L
E
E
K
K
M
M
M
M
1010
|
V
V
K
K
R
R
R
R
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | TT cells | Thyroid gland | Homo sapiens (Human) | CVCL_1774 | |||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/V804L cells | N.A. | Mus musculus (Mouse) | CVCL_XZ25 | ||||||||||
| RET/S891A cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/M918T cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/L790F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/C634R cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| RET/A883F cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| MZ-CRC-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_A656 | ||||||||||
| RET/V804M cells | Bone marrow | Mus musculus (Mouse) | CVCL_XZ26 | ||||||||||
| RET/E768D cells | N.A. | Homo sapiens (Human) | N.A. | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Cell counting assay | ||||||||||||
Investigative Drug(s)
1 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Key Molecule: Serine/threonine-protein kinase B-raf (BRAF) | [8] | ||||||||||||
| Resistant Disease | Thyroid carcinoma [ICD-11: 2D10.4] | ||||||||||||
| Resistant Drug | Iodine-131 | ||||||||||||
| Molecule Alteration | Missense mutation | p.V600E |
|||||||||||
| 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 | Cell apoptosis | Inhibition | hsa04210 | ||||||||||
| Cell proliferation | Activation | hsa05200 | |||||||||||
| Epigenetic signaling pathway | Activation | hsa05207 | |||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Low throughput experiment assay | ||||||||||||
| Mechanism Description | Primary resistance appears to develop early in tumorigenesis via genetic or epigenetic events that activate pro-proliferation pathways or inhibit pathways that stimulate cell death. Loss or gain of a cell surface receptor or transporter or other alterations in the drug target pathway can also lead to resistance against pharmacological agents, as described below for PTC with the BRAFV600E mutation. BRA FV600E PTC exhibits primary resistance to RAI treatment, higher rates of tumor recurrence and metastases, and lower survival rates. Remarkably, the BRAFV600E mutation not only promotes thyroid tumor cell proliferation, adhesion, migration and invasion, but also up-regulates epigenetic pathways that silence expression of the sodium/iodide symporter. This blocks iodide uptake, which may be one cause of primary resistance to RAI. BRAF V600E PTC exhibits primary resistance to RAI treatment, higher rates of tumor recurrence and metastases, and lower survival rates. | ||||||||||||
References
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