Molecule Information
General Information of the Molecule (ID: Mol00061)
| Name |
Epidermal growth factor receptor (EGFR)
,Homo sapiens
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|---|---|---|---|---|---|
| Synonyms |
Proto-oncogene c-ErbB-1; Receptor tyrosine-protein kinase erbB-1; ERBB; ERBB1; HER1
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| Molecule Type |
Protein
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| Gene Name |
EGFR
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| Gene ID | |||||
| Location |
chr7:55019017-55211628[+]
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| Sequence |
MRPSGTAGAALLALLAALCPASRALEEKKVCQGTSNKLTQLGTFEDHFLSLQRMFNNCEV
VLGNLEITYVQRNYDLSFLKTIQEVAGYVLIALNTVERIPLENLQIIRGNMYYENSYALA VLSNYDANKTGLKELPMRNLQEILHGAVRFSNNPALCNVESIQWRDIVSSDFLSNMSMDF QNHLGSCQKCDPSCPNGSCWGAGEENCQKLTKIICAQQCSGRCRGKSPSDCCHNQCAAGC TGPRESDCLVCRKFRDEATCKDTCPPLMLYNPTTYQMDVNPEGKYSFGATCVKKCPRNYV VTDHGSCVRACGADSYEMEEDGVRKCKKCEGPCRKVCNGIGIGEFKDSLSINATNIKHFK NCTSISGDLHILPVAFRGDSFTHTPPLDPQELDILKTVKEITGFLLIQAWPENRTDLHAF ENLEIIRGRTKQHGQFSLAVVSLNITSLGLRSLKEISDGDVIISGNKNLCYANTINWKKL FGTSGQKTKIISNRGENSCKATGQVCHALCSPEGCWGPEPRDCVSCRNVSRGRECVDKCN LLEGEPREFVENSECIQCHPECLPQAMNITCTGRGPDNCIQCAHYIDGPHCVKTCPAGVM GENNTLVWKYADAGHVCHLCHPNCTYGCTGPGLEGCPTNGPKIPSIATGMVGALLLLLVV ALGIGLFMRRRHIVRKRTLRRLLQERELVEPLTPSGEAPNQALLRILKETEFKKIKVLGS GAFGTVYKGLWIPEGEKVKIPVAIKELREATSPKANKEILDEAYVMASVDNPHVCRLLGI CLTSTVQLITQLMPFGCLLDYVREHKDNIGSQYLLNWCVQIAKGMNYLEDRRLVHRDLAA RNVLVKTPQHVKITDFGLAKLLGAEEKEYHAEGGKVPIKWMALESILHRIYTHQSDVWSY GVTVWELMTFGSKPYDGIPASEISSILEKGERLPQPPICTIDVYMIMVKCWMIDADSRPK FRELIIEFSKMARDPQRYLVIQGDERMHLPSPTDSNFYRALMDEEDMDDVVDADEYLIPQ QGFFSSPSTSRTPLLSSLSATSNNSTVACIDRNGLQSCPIKEDSFLQRYSSDPTGALTED SIDDTFLPVPEYINQSVPKRPAGSVQNPVYHNQPLNPAPSRDPHYQDPHSTAVGNPEYLN TVQPTCVNSTFDSPAHWAQKGSHQISLDNPDYQQDFFPKEAKPNGIFKGSTAENAEYLRV APQSSEFIGA Click to Show/Hide
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| 3D-structure |
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| Function |
Receptor tyrosine kinase binding ligands of the EGF family and activating several signaling cascades to convert extracellular cues into appropriate cellular responses. Known ligands include EGF, TGFA/TGF-alpha, AREG, epigen/EPGN, BTC/betacellulin, epiregulin/EREG and HBEGF/heparin-binding EGF. Ligand binding triggers receptor homo- and/or heterodimerization and autophosphorylation on key cytoplasmic residues. The phosphorylated receptor recruits adapter proteins like GRB2 which in turn activates complex downstream signaling cascades. Activates at least 4 major downstream signaling cascades including the RAS-RAF-MEK-ERK, PI3 kinase-AKT, PLCgamma-PKC and STATs modules. May also activate the NF-kappa-B signaling cascade. Also directly phosphorylates other proteins like RGS16, activating its GTPase activity and probably coupling the EGF receptor signaling to the G protein-coupled receptor signaling. Also phosphorylates MUC1 and increases its interaction with SRC and CTNNB1/beta-catenin. Positively regulates cell migration via interaction with CCDC88A/GIV which retains EGFR at the cell membrane following ligand stimulation, promoting EGFR signaling which triggers cell migration. Plays a role in enhancing learning and memory performance.
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| Uniprot ID | |||||
| Ensembl ID | |||||
| HGNC ID | |||||
| Click to Show/Hide the Complete Species Lineage | |||||
Type(s) of Resistant Mechanism of This Molecule with Structure Alteration
Drug Resistance Data Categorized by Drug
Approved Drug(s)
12 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
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| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [1], [2], [3] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Afatinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
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| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Exon sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and post-progression survival asaay | ||||||||||||
| Mechanism Description | T790M was detected in half of the lung adenocarcinoma after acquiring resistance to afatinib. T790M is still the major acquired resistance mechanism. First-generation EGFR TkI exposure did not influence the prevalence of T790M in lung cancer acquired resistance to afatinib. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [4], [5], [6] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Afatinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Directional sequencing assay; Direct sequencing assay; Sanger sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and post-progression survival asaay; Analysis of progression-free survival (PFS) assay; Overall survival assay | ||||||||||||
| Mechanism Description | The identification of T790M as acquired resistance mechanism was clinically feasible. Although T790M had no prognostic or predictive role in the present study, further research is necessary to identify patients with T790M-mutant tumors who might benefit from newly developed T790M-specific TkIs.T790M is likely a common resistance mechanism in patients treated with first-line afatinib. Although repeat biopsies at progression are crucial in elucidating resistance mechanisms, this study suggests that clinical and technical issues often limit their feasibility, highlighting the importance of developing. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
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| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [7] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | Brigatinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HepG2 cells | Liver | Homo sapiens (Human) | CVCL_0027 | |||||||||
| U937 cells | Blood | Homo sapiens (Human) | CVCL_0007 | ||||||||||
| H23 cells | Lung | Homo sapiens (Human) | CVCL_1547 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| SUP-M2 cells | Colon | Homo sapiens (Human) | CVCL_2209 | ||||||||||
| KARPAS-299 cells | Peripheral blood | Homo sapiens (Human) | CVCL_1324 | ||||||||||
| SU-DHL-1 cells | Pleural effusion | Homo sapiens (Human) | CVCL_0538 | ||||||||||
| L-82 cells | Pleural effusion | Homo sapiens (Human) | CVCL_2098 | ||||||||||
| HCC78 cells | Pleural effusion | Homo sapiens (Human) | CVCL_2061 | ||||||||||
| H838 cells | Lymph node | Homo sapiens (Human) | CVCL_1594 | ||||||||||
| H-4-II-E cells | Liver | Rattus norvegicus (Rat) | CVCL_0284 | ||||||||||
| H358 cells | Lung | Homo sapiens (Human) | CVCL_1559 | ||||||||||
| H2228 cells | Lung | Homo sapiens (Human) | CVCL_1543 | ||||||||||
| DEL cells | Pleural effusion | Homo sapiens (Human) | CVCL_1170 | ||||||||||
| In Vivo Model | SCID beige mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | Non-small cell lung cancers (NSCLCs) harboring ALK gene rearrangements (ALK+) typically become resistant to the first-generation anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitor (TKI) crizotinib through development of secondary resistance mutations in ALK or disease progression in the brain. Mutations that confer resistance to second-generation ALK TKIs ceritinib and alectinib have also been identified. Brigatinib is the only TKI to maintain substantial activity against the most recalcitrant ALK resistance mutation, G1202R. The unique, potent, and pan-ALK mutant activity of brigatinib could be rationalized by structural analyses. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Metastatic colorectal cancer [ICD-11: 2D85.0] | [8] | ||||||||||||
| Resistant Disease | Metastatic colorectal cancer [ICD-11: 2D85.0] | ||||||||||||
| Resistant Drug | Cetuximab | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Circulating-free DNA assay; Standard-of-care sequencing assay | ||||||||||||
| Mechanism Description | K-RAS and EGFR ectodomain-acquired mutations in patients with metastatic colorectal cancer (mCRC) have been correlated with acquired resistance to anti-EGFR monoclonal antibodies (mAbs). | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [9] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Dacomitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [10], [11], [12] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Direct sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Overall and disease-free assay | ||||||||||||
| Mechanism Description | Among patients with acquired resistance to EGFR TkIs, the presence of T790M defines a clinical subset with a relatively favorable prognosis and more indolent progression. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [13], [14] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Direct sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography assay | ||||||||||||
| Mechanism Description | In addition, three (8%) patients acquired EGFR amplifications in their resistant specimens, all of which also acquired the classic T790M EGFR mutation. Moreover, in two cases with high-level EGFR amplification (>10-fold), it was clear by comparison of the peak heights on the SNaPshot chromatogram that the T790M allele was the amplified allele. They have identified several resistance mechanisms, two of which-EGFR mutation T790M and MET amplification have been validated in the clinic. | ||||||||||||
| Disease Class: EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | [15] | ||||||||||||
| Resistant Disease | EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Low throughput experiment assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free survival assay | ||||||||||||
| Mechanism Description | Acquired resistance can occur through failure of drug delivery to the target, as in isolated central nervous system (CNS) progression, or by selection of biological variants during TkI exposure. At the point of acquired resistance, the T790M substitution may be accompanied by amplification of the EGFR gene as well. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [16] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Next generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Multivariate analysis of overall or disease-free survival assay | ||||||||||||
| Mechanism Description | One example is the acquisition of the T790M substitution in the membrane receptor EGFR conferring resistance to gefitinb and erlotinib in lung cancer in approximately 50% of patients. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [17] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | Wnt signaling pathway | Activation | hsa04310 | ||||||||||
| mTOR signaling pathway | Activation | hsa04150 | |||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| H2170 cells | Lung | Homo sapiens (Human) | CVCL_1535 | ||||||||||
| Experiment for Molecule Alteration |
Low throughput experiment assay | ||||||||||||
| Experiment for Drug Resistance |
MTT cell viability assay | ||||||||||||
| Mechanism Description | H1975 cells are positive for the T790M EGFR mutation, which confers resistance to current EGFR TkI therapies. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [18] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S+p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | AKT signaling pathway | Activation | hsa04151 | ||||||||||
| Cell apoptosis | Inhibition | hsa04210 | |||||||||||
| Cell invasion | Activation | hsa05200 | |||||||||||
| Cell migration | Activation | hsa04670 | |||||||||||
| Cell proliferation | Activation | hsa05200 | |||||||||||
| EGFR/TKLS mediated apoptosis signaling pathway | Inhibition | hsa01521 | |||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Liquid biopsy; ATP-binding pocket affinity comparison assay | ||||||||||||
| Mechanism Description | Several mechanisms of resistance have been described to EGFR-TkIs, such as the occurrence of secondary mutation (T790M, C797S), the activation of alternative signalling (Met, HGF, AXL, Hh, IGF-1R), the aberrance of the downstream pathways (AkT mutations, loss of PTEN), the impairment of the EGFR-TkIs-mediated apoptosis pathway (BCL2-like 11/BIM deletion polymorphism) and histological transformation. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [18] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | ERK/MAPKsignaling pathway | Activation | hsa04210 | ||||||||||
| In Vitro Model | NSCLC cells | Lung | Homo sapiens (Human) | N.A. | |||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Liquid biopsy; ATP-binding pocket affinity comparison assay | ||||||||||||
| Mechanism Description | Known mechanisms are secondary resistance mutations occurring in the ATP-binding domain (such as T790M and C797S), mutation or amplification of bypass signallings (such as AXL, Hh, ERBb2, CRIPTO, etc), activating mutations in the downstream pathways (PI3k, AkT, MEk, RAF), low levels of mRNA or polymorphisms of the pro-apoptotic protein BIM, induction of a transcription programme for EMT and phenotypical changes, or induction of elevated tumour PD-L1 levels. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [19], [20], [21] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | ERK/MAPKsignaling pathway | Activation | hsa04210 | ||||||||||
| In Vitro Model | NSCLC cells | Lung | Homo sapiens (Human) | N.A. | |||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Liquid biopsy; ATP-binding pocket affinity comparison assay | ||||||||||||
| Mechanism Description | Known mechanisms are secondary resistance mutations occurring in the ATP-binding domain (such as T790M and C797S), mutation or amplification of bypass signallings (such as AXL, Hh, ERBb2, CRIPTO, etc), activating mutations in the downstream pathways (PI3k, AkT, MEk, RAF), low levels of mRNA or polymorphisms of the pro-apoptotic protein BIM, induction of a transcription programme for EMT and phenotypical changes, or induction of elevated tumour PD-L1 levels. | ||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [22], [23], [24] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Direct sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Overall and disease-free assay | ||||||||||||
| Mechanism Description | A secondary T790M mutation of EGFR accounted for half the tumors with acquired resistance to gefitinib in Japanese patients. Other drug-resistant secondary mutations are uncommon in the EGFR gene. | ||||||||||||
| Disease Class: Lung squamous cell carcinoma [ICD-11: 2C25.3] | [25], [26], [27] | ||||||||||||
| Resistant Disease | Lung squamous cell carcinoma [ICD-11: 2C25.3] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography (CT) scanning assay; Bone scintigraphy assay; Magnetic resonance imaging assay | ||||||||||||
| Mechanism Description | C-Met amplification, epithelial-mesenchymal transition, and kRAS and BRAF mutations were ruled out as alternative resistance mechanisms in the T790M-negative lung rebiopsy, suggesting that alternative oncogene aberrations such as HER2/Neu amplification, hepatocyte growth factor release by the tumor microenvironment, or other unidentified pathways contributed to the TkI resistance that was observed in the primary lesion. | ||||||||||||
| Disease Class: EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | [28] | ||||||||||||
| Resistant Disease | EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
MGB SNP detection kit assay; Mutation Detection assay | ||||||||||||
| Experiment for Drug Resistance |
Digital PCR assay | ||||||||||||
| Mechanism Description | Resistance mechanisms to EGFR-TkI therapy in EGFR-mutated NSCLC include secondary EGFR T790M mutation, c-Met amplification, PIk3CA mutation, and transformation to small-cell lung cancer. | ||||||||||||
| Disease Class: EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | [15] | ||||||||||||
| Resistant Disease | EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Low throughput experiment assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free survival assay | ||||||||||||
| Mechanism Description | Acquired resistance can occur through failure of drug delivery to the target, as in isolated central nervous system (CNS) progression, or by selection of biological variants during TkI exposure. At the point of acquired resistance, the T790M substitution may be accompanied by amplification of the EGFR gene as well. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [16] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Next generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Multivariate analysis of overall or disease-free survival assay | ||||||||||||
| Mechanism Description | One example is the acquisition of the T790M substitution in the membrane receptor EGFR conferring resistance to gefitinb and erlotinib in lung cancer in approximately 50% of patients. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [22] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cos-7 cells | Lung | Homo sapiens (Human) | CVCL_0224 | |||||||||
| NIH-3T3 cells | Embryo | Mus musculus (Mouse) | CVCL_0594 | ||||||||||
| Experiment for Molecule Alteration |
qRT-PCR | ||||||||||||
| Mechanism Description | The DNA sequence of the EGFR gene in his tumor biopsy specimen at relapse revealed the presence of a second point mutation, resulting in threonine-to-methionine amino acid change at position 790 of EGFR. Structural modeling and biochemical studies showed that this second mutation led to gefitinib resistance. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [22] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Cos-7 cells | Lung | Homo sapiens (Human) | CVCL_0224 | |||||||||
| NIH-3T3 cells | Embryo | Mus musculus (Mouse) | CVCL_0594 | ||||||||||
| Experiment for Molecule Alteration |
qRT-PCR | ||||||||||||
| Mechanism Description | The DNA sequence of the EGFR gene in his tumor biopsy specimen at relapse revealed the presence of a second point mutation, resulting in threonine-to-methionine amino acid change at position 790 of EGFR. Structural modeling and biochemical studies showed that this second mutation led to gefitinib resistance. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [18] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S+p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | AKT signaling pathway | Activation | hsa04151 | ||||||||||
| Cell invasion | Activation | hsa05200 | |||||||||||
| Cell migration | Activation | hsa04670 | |||||||||||
| Cell proliferation | Activation | hsa05200 | |||||||||||
| EGFR/TKLS mediated apoptosis signaling pathway | Inhibition | hsa01521 | |||||||||||
| Epithelial mesenchymal transition signaling pathway | Activation | hsa01521 | |||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Liquid biopsy; ATP-binding pocket affinity comparison assay | ||||||||||||
| Mechanism Description | Several mechanisms of resistance have been described to EGFR-TkIs, such as the occurrence of secondary mutation (T790M, C797S), the activation of alternative signalling (Met, HGF, AXL, Hh, IGF-1R), the aberrance of the downstream pathways (AkT mutations, loss of PTEN), the impairment of the EGFR-TkIs-mediated apoptosis pathway (BCL2-like 11/BIM deletion polymorphism) and histological transformation. | ||||||||||||
|
|
|||||||||||||
| Disease Class: Lung cancer [ICD-11: 2C25.5] | [29] | ||||||||||||
| Resistant Disease | Lung cancer [ICD-11: 2C25.5] | ||||||||||||
| Resistant Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | AKT signaling pathway | Activation | hsa04151 | ||||||||||
| In Vitro Model | Plasma | Blood | Homo sapiens (Human) | N.A. | |||||||||
| Experiment for Molecule Alteration |
Circulating-free DNA assay; Whole exome sequencing assay | ||||||||||||
| Mechanism Description | Quantification of allele fractions in plasma identified increased representation of mutant alleles in association with emergence of therapy resistance. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [18] | ||||||||||||
| Sensitive Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Sensitive Drug | Gefitinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | ERK/MAPKsignaling pathway | Activation | hsa04210 | ||||||||||
| In Vitro Model | NSCLC cells | Lung | Homo sapiens (Human) | N.A. | |||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Liquid biopsy; ATP-binding pocket affinity comparison assay | ||||||||||||
| Mechanism Description | The two most common EGFR-activating mutations are small in-frame deletions in exon 19 (particularly E746-A750del) and amino acid substitution in exon 21 (leucine to arginine at codon 858 (L858R)), which collectively account for >90% of known activating EGFR mutations.2 3 These two alterations are the best-characterised mutations conferring sensitivity to EGFR-tyrosine kinase inhibitor (EGFR-TkI) therapy, resulting in higher response rates (RR) (up to 70%) and longer median survival (up to 24-30 months) than those observed in patients with wild-type (WT) EGFR. The higher sensitivity of these mutations relays in an increased affinity of the ATP-binding pocket for EGFR-TkIs as compared with WT EGFR. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [4], [5], [6] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Icotinib hydrochloride | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Directional sequencing assay; Direct sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free and post-progression survival asaay | ||||||||||||
| Mechanism Description | The identification of T790M as acquired resistance mechanism was clinically feasible. Although T790M had no prognostic or predictive role in the present study, further research is necessary to identify patients with T790M-mutant tumors who might benefit from newly developed T790M-specific TkIs. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [30] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Olmutinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Next-generation sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography assay; Progression-free survival assay | ||||||||||||
| Mechanism Description | A recent preclinical study reported that EGFR C797S, L718Q, and L844V mutations cause resistance to both WZ4002 and CO-1686 but only EGFR C797S leads to AZD9291 resistance, suggesting that C797S can serve as acquired resistance to irreversible pyrimidine-based EGFR inhibitors given the similar chemical structure of third-generation EGFR TkIs. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [31] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Osimertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Cell-free plasma DNA assay; Next generation assay; Droplet digital PCR assay | ||||||||||||
| Experiment for Drug Resistance |
Progression-free survival assay | ||||||||||||
| Mechanism Description | Acquired EGFR C797S mediates resistance to AZD9291 in advanced non-small cell lung cancer harboring EGFR T790M. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [32] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Osimertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Sanger sequencing assay; Fluorescence in situ hybridization assay; Real-time polymerase chain reaction assay; Targeted exome sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography assay | ||||||||||||
| Mechanism Description | Acquired resistance mechanisms of AZD9291 in patients with EGFRT790M-mutant NSCLC who failed treatment with first-generation EGFR TkIs include the loss of EGFRT790M-mutant clones plus alternative pathway activation or histologic transformation and EGFR ligand-dependent activation. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Metastatic colorectal cancer [ICD-11: 2D85.0] | [8] | ||||||||||||
| Resistant Disease | Metastatic colorectal cancer [ICD-11: 2D85.0] | ||||||||||||
| Resistant Drug | Panitumumab | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Experiment for Molecule Alteration |
Circulating-free DNA assay; Standard-of-care sequencing assay | ||||||||||||
| Mechanism Description | K-RAS and EGFR ectodomain-acquired mutations in patients with metastatic colorectal cancer (mCRC) have been correlated with acquired resistance to anti-EGFR monoclonal antibodies (mAbs). | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [28] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Pemetrexed | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
MGB SNP detection kit assay; Mutation Detection assay | ||||||||||||
| Experiment for Drug Resistance |
Digital PCR assay | ||||||||||||
| Mechanism Description | Resistance mechanisms to EGFR-TkI therapy in EGFR-mutated NSCLC include secondary EGFR T790M mutation, c-Met amplification, PIk3CA mutation, and transformation to small-cell lung cancer. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [33] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Vandetanib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| A549 cells | Lung | Homo sapiens (Human) | CVCL_0023 | ||||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| H1650 cells | Pleural effusion | Homo sapiens (Human) | CVCL_4V01 | ||||||||||
| Calu-6 cells | Lung | Homo sapiens (Human) | CVCL_0236 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Mechanism Description | The missense mutation p.L858R (c.2573T>G) in gene EGFR cause the sensitivity of Vandetanib by aberration of the drug's therapeutic target | ||||||||||||
Patented Agent(s)
1 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [34] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Abivertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A549 cells | Lung | Homo sapiens (Human) | CVCL_0023 | |||||||||
| Hela cells | Cervix uteri | Homo sapiens (Human) | CVCL_0030 | ||||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| NCI-H460 cells | Lung | Homo sapiens (Human) | CVCL_0459 | ||||||||||
| BEAS-2B cells | Bronchus | Homo sapiens (Human) | CVCL_0168 | ||||||||||
| A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | ||||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| NIH 3T3 cells | Colon | Homo sapiens (Human) | CVCL_0594 | ||||||||||
| HT1080 cells | Acetabulum | Homo sapiens (Human) | CVCL_0317 | ||||||||||
| In Vivo Model | Nu/Nu nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
WST-1 assay | ||||||||||||
Clinical Trial Drug(s)
7 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [35] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| In Vivo Model | BALB/C nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis; Immunohistochemistry assay | ||||||||||||
| Experiment for Drug Resistance |
MTT assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [36] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | Naquotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| PC9ER cells | N.A. | N.A. | N.A. | ||||||||||
| BID007 cells | Pleural effusion | Homo sapiens (Human) | CVCL_W890 | ||||||||||
| Experiment for Molecule Alteration |
Immunoblotting analysis | ||||||||||||
| Experiment for Drug Resistance |
MTS assay; FACS assay | ||||||||||||
| Mechanism Description | There is a mechanism for resistance associated with EGFR Y764_V765insHH mutation, one of the most resistant mutations. We demonstrated that in Y764_V765insHH, histidine residues inserted in the Val765 and Met766 positions upregulated the EGFR kinase activity and caused steric insensitivity to the particular EGFR-TKIs. | ||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [36] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Naquotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| PC9ER cells | N.A. | N.A. | N.A. | ||||||||||
| BID007 cells | Pleural effusion | Homo sapiens (Human) | CVCL_W890 | ||||||||||
| Experiment for Molecule Alteration |
Immunoblotting analysis | ||||||||||||
| Experiment for Drug Resistance |
MTS assay; FACS assay | ||||||||||||
| Mechanism Description | There is a mechanism for resistance associated with EGFR Y764_V765insHH mutation, one of the most resistant mutations. We demonstrated that in Y764_V765insHH, histidine residues inserted in the Val765 and Met766 positions upregulated the EGFR kinase activity and caused steric insensitivity to the particular EGFR-TKIs. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [37] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Tesevatinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Direct sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Computed tomography assay | ||||||||||||
| Mechanism Description | The most common mechanism of acquired resistance is caused by the development of the T790M mutation in exon 20 of EGFR in nearly 50% of patients, whereas 10% of the patients have amplification of the oncogene MET as a means of resistance. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [38] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | AEE-788 | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| Experiment for Molecule Alteration |
Enzyme kinetic assays | ||||||||||||
| Mechanism Description | The missense mutation p.T790M (c.2369C>T) in gene EGFR cause the resistance of AEE-788 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [39] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | AEE-788 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HEK293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | |||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter96 Proliferation assay | ||||||||||||
| Mechanism Description | The missense mutation p.L858R (c.2573T>G) in gene EGFR cause the sensitivity of AEE-788 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [40] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | Lifirafenib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| 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 | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [41] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | CUDC-101 | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vivo Model | Female athymic mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Perkin-Elmer ATPlite assay | ||||||||||||
| Mechanism Description | The missense mutation p.T790M (c.2369C>T) in gene EGFR cause the sensitivity of CUDC-101 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [42] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | Lazertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| PC9GR cells | Lung | Homo sapiens (Human) | CVCL_V337 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| H2291 cells | Lung | Homo sapiens (Human) | CVCL_1546 | ||||||||||
| In Vivo Model | Female BALB/c nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Sanger sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Cell-free kinase assay; IC50 assay | ||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [42] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Lazertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| PC9GR cells | Lung | Homo sapiens (Human) | CVCL_V337 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| H2291 cells | Lung | Homo sapiens (Human) | CVCL_1546 | ||||||||||
| In Vivo Model | Female BALB/c nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Sanger sequencing assay | ||||||||||||
| Experiment for Drug Resistance |
Cell-free kinase assay; IC50 assay | ||||||||||||
Discontinued Drug(s)
2 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [43], [44] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Rociletinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.C797S |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.20 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
G
G
A
S
M
M
G
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
S
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | PI3K/mTOR signaling pathway | Activation | hsa04151 | ||||||||||
| In Vitro Model | PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | |||||||||
| Experiment for Molecule Alteration |
Blood-based tumor genotyping assay; Liquid Biopsies assay; Circulating-free DNA assay | ||||||||||||
| Experiment for Drug Resistance |
Overall and disease-free assay | ||||||||||||
| Mechanism Description | Similarly,resistance to the third-generation inhibitor rociletinib may not only be mediated by EGFR (L798I, C797S) mutations, but also by alterations of MET, PIk3CA, ERRB2, and kRAS, and by the negative selection of T790M-mutant subclones. | ||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [28], [43], [44] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Rociletinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | PI3K/mTOR signaling pathway | Activation | hsa04151 | ||||||||||
| In Vitro Model | PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | |||||||||
| Experiment for Molecule Alteration |
Blood-based tumor genotyping assay; Liquid Biopsies assay; Circulating-free DNA assay | ||||||||||||
| Experiment for Drug Resistance |
Overall and disease-free assay | ||||||||||||
| Mechanism Description | Similarly,resistance to the third-generation inhibitor rociletinib may not only be mediated by EGFR (L798I, C797S) mutations, but also by alterations of MET, PIk3CA, ERRB2, and kRAS, and by the negative selection of T790M-mutant subclones. | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | [28] | ||||||||||||
| Resistant Disease | EGFR-mutant non-small cell lung cancer [ICD-11: 2C25.7] | ||||||||||||
| Resistant Drug | S-1 | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
MGB SNP detection kit assay; Mutation Detection assay | ||||||||||||
| Experiment for Drug Resistance |
Digital PCR assay | ||||||||||||
| Mechanism Description | Resistance mechanisms to EGFR-TkI therapy in EGFR-mutated NSCLC include secondary EGFR T790M mutation, c-Met amplification, PIk3CA mutation, and transformation to small-cell lung cancer. | ||||||||||||
Preclinical Drug(s)
10 drug(s) in total
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [45] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | AV-412 | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | |||||||||
| TE8 cells | Esophageal | Homo sapiens (Human) | CVCL_1766 | ||||||||||
| A4 cells | N.A. | Mus musculus (Mouse) | CVCL_F962 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
3H-thymidine incorporation assay | ||||||||||||
| Mechanism Description | The missense mutation p.T790M (c.2369C>T) in gene EGFR cause the sensitivity of AV-412 by aberration of the drug's therapeutic target | ||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [45] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | AV-412 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | A431 cells | Skin | Homo sapiens (Human) | CVCL_0037 | |||||||||
| TE8 cells | Esophageal | Homo sapiens (Human) | CVCL_1766 | ||||||||||
| A4 cells | N.A. | Mus musculus (Mouse) | CVCL_F962 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
3H-thymidine incorporation assay | ||||||||||||
| Mechanism Description | The missense mutation p.L858R (c.2573T>G) in gene EGFR cause the sensitivity of AV-412 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [46] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | AZD-3759 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | EGFR signaling pathway | Inhibition | hsa01521 | ||||||||||
| In Vitro Model | A549 cells | Lung | Homo sapiens (Human) | CVCL_0023 | |||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| NCI-H838 cells | Lung | Homo sapiens (Human) | CVCL_1594 | ||||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| NCI-H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| In Vivo Model | Nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
Enzyme-linked immunosorbent assay | ||||||||||||
| Mechanism Description | AZD3759, a selective EGFR inhibitor that can fully penetrate the blood-brain barrier (BBB), with equal free concentrations in the blood, cerebrospinal fluid, and brain tissue. Treatment with AZD3759 causes tumor regression in subcutaneous xenograft, leptomeningeal metastasis (LM), and brain metastasis (BM) lung cancer models and prevents the development of BM in nude mice. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [47] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Buparlisib/Osimertinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | Axon guidance signaling pathway | Inhibition | hsa04360 | ||||||||||
| MAPK signaling pathway | Inhibition | hsa04010 | |||||||||||
| In Vitro Model | HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | |||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| HCC4006 cells | Lung | Homo sapiens (Human) | CVCL_1269 | ||||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| NCI-H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| 11-18 cells | Lung | Homo sapiens (Human) | CVCL_6659 | ||||||||||
| In Vivo Model | Athymic female mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | Src family kinases (SFK) and focal adhesion kinase (FAK) sustain AKT and mitogen-activated protein kinase (MAPK) pathway signaling under continuous EGFR inhibition in osimertinib sensitive cells. Inhibiting either the MAPK pathway or the AKT pathway enhanced the effects of osimertinib. Combined SFK/FAK inhibition exhibited the most potent effects on growth inhibition, induction of apoptosis, and delay of acquired resistance. SFK family member YES1 was amplified in osimertinib- resistant EGFR-mutant tumor cells, the effects of which were overcome by combined treatment with osimertinib and SFK inhibitors. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [48] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | EAI045 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| HaCaT cells | Tongue | Homo sapiens (Human) | CVCL_0038 | ||||||||||
| H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| NIH-3T3 cells | Embryo | Mus musculus (Mouse) | CVCL_0594 | ||||||||||
| In Vivo Model | Nude mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
CellTitre-Glo assay; MTS assay | ||||||||||||
| Mechanism Description | EAI045 is a kind of EGFR tyrosine kinase inhibitor. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [49] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | EKI-285 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Lung adenocarcinomas tissue | N.A. | |||||||||||
| Experiment for Molecule Alteration |
Immunoblotting analysis | ||||||||||||
| Mechanism Description | The missense mutation p.L858R (c.2573T>G) in gene EGFR cause the sensitivity of EKI-285 by aberration of the drug's therapeutic target | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [50] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | JBJ-04-125-02 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | |||||||||
| Ba/F3 cells | Colon | Homo sapiens (Human) | CVCL_0161 | ||||||||||
| NIH 3T3 cells | Colon | Homo sapiens (Human) | CVCL_0594 | ||||||||||
| In Vivo Model | Genetically engineered mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
MTS assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Colorectal cancer [ICD-11: 2B91.1] | [51] | ||||||||||||
| Sensitive Disease | Colorectal cancer [ICD-11: 2B91.1] | ||||||||||||
| Sensitive Drug | MM-151 | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R (c.1476C>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| Cell Pathway Regulation | AKT/ERK signaling pathway | Inhibition | hsa04010 | ||||||||||
| In Vitro Model | LIM1215 cells | Colon | Homo sapiens (Human) | CVCL_2574 | |||||||||
| HEK 293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | ||||||||||
| Experiment for Molecule Alteration |
Immunoblotting analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | MM-151 inhibits EGFR signaling and cell growth in preclinical models, including patient-derived cells carrying mutant EGFR. Upon MM-151 treatment, EGFR ECD mutations decline in circulating cell-free tumor DNA (ctDNA) of CRC patients who previously developed resistance to EGFR blockade. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [52] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Necitumumab | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R (c.1476C>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | Hela cells | Cervix uteri | Homo sapiens (Human) | CVCL_0030 | |||||||||
| LK2 cells | Ascites | Homo sapiens (Human) | CVCL_W132 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
FACS assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [47] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Osimertinib/Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | Axon guidance signaling pathway | Inhibition | hsa04360 | ||||||||||
| MAPK signaling pathway | Inhibition | hsa04010 | |||||||||||
| In Vitro Model | HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | |||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| HCC4006 cells | Lung | Homo sapiens (Human) | CVCL_1269 | ||||||||||
| PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | ||||||||||
| NCI-H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| 11-18 cells | Lung | Homo sapiens (Human) | CVCL_6659 | ||||||||||
| In Vivo Model | Athymic female mouse PDX model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
Promega assay | ||||||||||||
| Mechanism Description | Src family kinases (SFK) and focal adhesion kinase (FAK) sustain AKT and mitogen-activated protein kinase (MAPK) pathway signaling under continuous EGFR inhibition in osimertinib sensitive cells. Inhibiting either the MAPK pathway or the AKT pathway enhanced the effects of osimertinib. Combined SFK/FAK inhibition exhibited the most potent effects on growth inhibition, induction of apoptosis, and delay of acquired resistance. SFK family member YES1 was amplified in osimertinib- resistant EGFR-mutant tumor cells, the effects of which were overcome by combined treatment with osimertinib and SFK inhibitors. | ||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [53] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Osimertinib/Selumetinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | PC9 cells | Lung | Homo sapiens (Human) | CVCL_B260 | |||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| In Vivo Model | Mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
SYTOX green cucleic acid stain assay | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Solid tumour/cancer [ICD-11: 2A00-2F9Z] | [54] | ||||||||||||
| Sensitive Disease | Solid tumour/cancer [ICD-11: 2A00-2F9Z] | ||||||||||||
| Sensitive Drug | TAE226 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | NCI-H2228 cells | Lung | Homo sapiens (Human) | CVCL_1543 | |||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| NCI-H838 cells | Lung | Homo sapiens (Human) | CVCL_1594 | ||||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| HCC4006 cells | Lung | Homo sapiens (Human) | CVCL_1269 | ||||||||||
| NCI-H1395 cells | Lung | Homo sapiens (Human) | CVCL_1467 | ||||||||||
| SkBR3 cells | Breast | Homo sapiens (Human) | CVCL_0033 | ||||||||||
| HEK293T cells | Kidney | Homo sapiens (Human) | CVCL_0063 | ||||||||||
| NCI-H820 cells | Lymph node | Homo sapiens (Human) | CVCL_1592 | ||||||||||
| NCI-H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| NCI-H1993 cells | Lymph node | Homo sapiens (Human) | CVCL_1512 | ||||||||||
| NCI-H1819 cells | Lymph node | Homo sapiens (Human) | CVCL_1497 | ||||||||||
| NCI-H1666 cells | Pleural effusion | Homo sapiens (Human) | CVCL_1485 | ||||||||||
| NCI-H1648 cells | Lymph node | Homo sapiens (Human) | CVCL_1482 | ||||||||||
| NCI-H1299 cells | Lymph node | Homo sapiens (Human) | CVCL_0060 | ||||||||||
| MKN45 cells | Liver | Homo sapiens (Human) | CVCL_0434 | ||||||||||
| In Vivo Model | BALB/c-nu/nu female nude mouse PC9 xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-96 AQueous One assay | ||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [54] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | TAE226 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | NCI-H2228 cells | Lung | Homo sapiens (Human) | CVCL_1543 | |||||||||
| HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | ||||||||||
| NCI-H838 cells | Lung | Homo sapiens (Human) | CVCL_1594 | ||||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| HCC4006 cells | Lung | Homo sapiens (Human) | CVCL_1269 | ||||||||||
| NCI-H1395 cells | Lung | Homo sapiens (Human) | CVCL_1467 | ||||||||||
| SkBR3 cells | Breast | Homo sapiens (Human) | CVCL_0033 | ||||||||||
| HEK293T cells | Kidney | Homo sapiens (Human) | CVCL_0063 | ||||||||||
| NCI-H820 cells | Lymph node | Homo sapiens (Human) | CVCL_1592 | ||||||||||
| NCI-H3255 cells | Lung | Homo sapiens (Human) | CVCL_6831 | ||||||||||
| NCI-H1993 cells | Lymph node | Homo sapiens (Human) | CVCL_1512 | ||||||||||
| NCI-H1819 cells | Lymph node | Homo sapiens (Human) | CVCL_1497 | ||||||||||
| NCI-H1666 cells | Pleural effusion | Homo sapiens (Human) | CVCL_1485 | ||||||||||
| NCI-H1648 cells | Lymph node | Homo sapiens (Human) | CVCL_1482 | ||||||||||
| NCI-H1299 cells | Lymph node | Homo sapiens (Human) | CVCL_0060 | ||||||||||
| MKN45 cells | Liver | Homo sapiens (Human) | CVCL_0434 | ||||||||||
| In Vivo Model | BALB/c-nu/nu female nude mouse PC9 xenograft model | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
CellTiter-96 AQueous One assay | ||||||||||||
Investigative Drug(s)
8 drug(s) in total
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Non-small cell lung cancer [ICD-11: 2C25.Y] | [55] | ||||||||||||
| Resistant Disease | Non-small cell lung cancer [ICD-11: 2C25.Y] | ||||||||||||
| Resistant Drug | Anti-EGFR treatment | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vivo Model | A retrospective survey in conducting clinical studies | Homo sapiens | |||||||||||
| Experiment for Molecule Alteration |
Longitudinal quantitative cfDNA analysis | ||||||||||||
| Experiment for Drug Resistance |
Plasma-based tumor genotyping assay | ||||||||||||
| Mechanism Description | In patients with non-small cell lung cancer, the use of first-line anti-EGFR treatment in patients with activating EGFR mutations often leads to secondary resistance through an additional T790M mutation in EGFR in ~50% of initial responders. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [56] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Bevacizumab/Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [57] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Cabozantinib/Erlotinib | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Colorectal cancer [ICD-11: 2B91.1] | [58] | ||||||||||||
| Sensitive Disease | Colorectal cancer [ICD-11: 2B91.1] | ||||||||||||
| Sensitive Drug | Futuximab | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R (c.1476C>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| In Vitro Model | HT29 Cells | Colon | Homo sapiens (Human) | CVCL_A8EZ | |||||||||
| DLD1 cells | Colon | Homo sapiens (Human) | CVCL_0248 | ||||||||||
| SW620 cells | Colon | Homo sapiens (Human) | CVCL_0547 | ||||||||||
| LS1034 cells | Colon | Homo sapiens (Human) | CVCL_1382 | ||||||||||
| COLO205 cells | Colon | Homo sapiens (Human) | CVCL_F402 | ||||||||||
| GEO cells | Colon | Homo sapiens (Human) | CVCL_0271 | ||||||||||
| HCT15 cells | Colon | Homo sapiens (Human) | CVCL_0292 | ||||||||||
| SW480 cells | Colon | Homo sapiens (Human) | CVCL_0546 | ||||||||||
| CaCo2 cells | Colon | Homo sapiens (Human) | CVCL_0025 | ||||||||||
| HCT116 cells | Colon | Homo sapiens (Human) | CVCL_0291 | ||||||||||
| LOVO cells | Colon | Homo sapiens (Human) | CVCL_0399 | ||||||||||
| LS174T cells | Colon | Homo sapiens (Human) | CVCL_1384 | ||||||||||
| SW948 cells | Colon | Homo sapiens (Human) | CVCL_0632 | ||||||||||
| SW403 cells | Colon | Homo sapiens (Human) | CVCL_0545 | ||||||||||
| SW837 cells | Colon | Homo sapiens (Human) | CVCL_1729 | ||||||||||
| T84 cells | Colon | Homo sapiens (Human) | CVCL_0555 | ||||||||||
| SW1463 cells | Rectum | Homo sapiens (Human) | CVCL_1718 | ||||||||||
| H716 cells | Ascites | Homo sapiens (Human) | CVCL_1581 | ||||||||||
| H508 cells | Abdominal wall | Homo sapiens (Human) | CVCL_1564 | ||||||||||
| SNUC2A cells | Cecum | Homo sapiens (Human) | CVCL_1709 | ||||||||||
| COLO678 cells | Colon | Homo sapiens (Human) | CVCL_1129 | ||||||||||
| GP5D cells | Colon | Homo sapiens (Human) | CVCL_1235 | ||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
WST-1 assay | ||||||||||||
| Disease Class: Colorectal cancer [ICD-11: 2B91.1] | [59] | ||||||||||||
| Sensitive Disease | Colorectal cancer [ICD-11: 2B91.1] | ||||||||||||
| Sensitive Drug | Futuximab | ||||||||||||
| Molecule Alteration | Missense mutation | p.S492R (c.1476C>A) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.20 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.80 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
L
L
E
E
E
E
310
|
K
K
K
K
V
V
C
C
N
N
G
G
I
I
G
G
I
I
G
G
320
|
E
E
F
F
K
K
D
D
S
S
L
L
S
S
I
I
N
N
A
A
330
|
T
T
N
N
I
I
K
K
H
H
F
F
K
K
N
N
C
C
T
T
340
|
S
S
I
I
S
S
G
G
D
D
L
L
H
H
I
I
L
L
P
P
350
|
V
V
A
A
F
F
R
R
G
G
D
D
S
S
F
F
T
T
H
H
360
|
T
T
P
P
P
P
L
L
D
D
P
P
Q
Q
E
E
L
L
D
D
370
|
I
I
L
L
K
K
T
T
V
V
K
K
E
E
I
I
T
T
G
G
380
|
F
F
L
L
L
L
I
I
Q
Q
A
A
W
W
P
P
E
E
N
N
390
|
R
R
T
T
D
D
L
L
H
H
A
A
F
F
E
E
N
N
L
L
400
|
E
E
I
I
I
I
R
R
G
G
R
R
T
T
K
K
Q
Q
H
H
410
|
G
G
Q
Q
F
F
S
S
L
L
A
A
V
V
V
V
S
S
L
L
420
|
N
N
I
I
T
T
S
S
L
L
G
G
L
L
R
R
S
S
L
L
430
|
K
K
E
E
I
I
S
S
D
D
G
G
D
D
V
V
I
I
I
I
440
|
S
S
G
G
N
N
K
K
N
N
L
L
C
C
Y
Y
A
A
N
N
450
|
T
T
I
I
N
N
W
W
K
K
K
K
L
L
F
F
G
G
T
T
460
|
S
S
G
G
Q
Q
K
K
T
T
K
K
I
I
I
I
S
R
N
N
470
|
R
R
G
G
E
E
N
N
S
S
C
C
K
K
A
A
T
T
G
G
480
|
Q
Q
V
V
C
C
H
H
A
A
L
L
C
C
S
S
P
P
E
E
490
|
G
G
C
C
W
W
G
G
P
P
E
E
P
P
R
R
D
D
C
C
500
|
V
V
S
S
C
C
R
R
N
N
V
V
S
S
R
R
G
G
R
R
510
|
E
E
C
C
V
V
D
D
K
K
H
H
H
H
H
H
H
H
H
H
520
|
H
H
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Cell Pathway Regulation | EGFR signaling pathway | Regulation | N.A. | ||||||||||
| In Vitro Model | LIM1215 cells | Colon | Homo sapiens (Human) | CVCL_2574 | |||||||||
| NIH3T3 cells | Embryo | Homo sapiens (Human) | CVCL_0594 | ||||||||||
| EGFR cells | N.A. | N.A. | N.A. | ||||||||||
| In Vivo Model | Male BALB/c nude mouse | Mus musculus | |||||||||||
| Experiment for Molecule Alteration |
Western blot analysis | ||||||||||||
| Experiment for Drug Resistance |
Promega assay; FACS assay; Crystal violet staining assay | ||||||||||||
| Mechanism Description | Contrary to cetuximab and panitumumab, Sym004 effectively binds to and prevents activation of all the EGFR mutants. Sym004 effectively inhibits proliferation and EGFR downstream signaling in cetuximab-resistant derivatives harboring the S492R and G465R EGFR mutations. Sym004 causes profound and sustained regression in S492R-mutant EGFR and delays tumor growth in G465R-mutant EGFR in vivo. | ||||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [60] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | Staurosporine | ||||||||||||
| Molecule Alteration | Missense mutation | p.T790M (c.2369C>T) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 3.10 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 3.05 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
-
S
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
M
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
L
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
Q
Q
G
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | Lung | N.A. | |||||||||||
| Drug Sensitivity Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [61] | ||||||||||||
| Sensitive Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Sensitive Drug | TAS-121 | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Revealed Based on the Cell Line Data | ||||||||||||
| In Vitro Model | HCC827 cells | Lung | Homo sapiens (Human) | CVCL_2063 | |||||||||
| HEK293 cells | Kidney | Homo sapiens (Human) | CVCL_0045 | ||||||||||
| SW48 cells | Colon | Homo sapiens (Human) | CVCL_1724 | ||||||||||
| NCI-H1975 cells | Lung | Homo sapiens (Human) | CVCL_1511 | ||||||||||
| In Vivo Model | Male BALB/cA nude mouse xenograft model | Mus musculus | |||||||||||
| Experiment for Drug Resistance |
CellTiter-Glo assay; IC50 assay | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [62] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Unspecified CTLA4 antibody/Unspecified PD-1 antibody | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
| Drug Resistance Data Categorized by Their Corresponding Mechanisms | |||||||||||||
|
|
|||||||||||||
| Disease Class: Lung adenocarcinoma [ICD-11: 2C25.0] | [62] | ||||||||||||
| Resistant Disease | Lung adenocarcinoma [ICD-11: 2C25.0] | ||||||||||||
| Resistant Drug | Unspecified PD-L1 antibody | ||||||||||||
| Molecule Alteration | Missense mutation | p.L858R (c.2573T>G) |
|||||||||||
| Wild Type Structure | Method: X-ray diffraction | Resolution: 2.64 Å | |||||||||||
| Mutant Type Structure | Method: X-ray diffraction | Resolution: 2.47 Å | |||||||||||
| Download The Information of Sequence | Download The Structure File | ||||||||||||
-
G
-
S
-
M
-
G
G
E
E
A
A
P
P
700
|
N
N
Q
Q
A
A
L
L
L
L
R
R
I
I
L
L
K
K
E
E
710
|
T
T
E
E
F
F
K
K
K
K
I
I
K
K
V
V
L
L
G
G
720
|
S
S
G
G
A
A
F
F
G
G
T
T
V
V
Y
Y
K
K
G
G
730
|
L
L
W
W
I
I
P
P
E
E
G
G
E
E
K
K
V
V
K
K
740
|
I
I
P
P
V
V
A
A
I
I
K
K
E
E
L
L
R
R
E
E
750
|
A
A
T
T
S
S
P
P
K
K
A
A
N
N
K
K
E
E
I
I
760
|
L
L
D
D
E
E
A
A
Y
Y
V
V
M
M
A
A
S
S
V
V
770
|
D
D
N
N
P
P
H
H
V
V
C
C
R
R
L
L
L
L
G
G
780
|
I
I
C
C
L
L
T
T
S
S
T
T
V
V
Q
Q
L
L
I
I
790
|
T
T
Q
Q
L
L
M
M
P
P
F
F
G
G
C
C
L
L
L
L
800
|
D
D
Y
Y
V
V
R
R
E
E
H
H
K
K
D
D
N
N
I
I
810
|
G
G
S
S
Q
Q
Y
Y
L
L
L
L
N
N
W
W
C
C
V
V
820
|
Q
Q
I
I
A
A
K
K
G
G
M
M
N
N
Y
Y
L
L
E
E
830
|
D
D
R
R
R
R
L
L
V
V
H
H
R
R
D
D
L
L
A
A
840
|
A
A
R
R
N
N
V
V
L
L
V
V
K
K
T
T
P
P
Q
Q
850
|
H
H
V
V
K
K
I
I
T
T
D
D
F
F
G
G
L
R
A
A
860
|
K
K
L
L
L
L
G
G
A
A
E
E
E
E
K
K
E
E
Y
Y
870
|
H
H
A
A
E
E
G
G
G
G
K
K
V
V
P
P
I
I
K
K
880
|
W
W
M
M
A
A
L
L
E
E
S
S
I
I
L
L
H
H
R
R
890
|
I
I
Y
Y
T
T
H
H
Q
Q
S
S
D
D
V
V
W
W
S
S
900
|
Y
Y
G
G
V
V
T
T
V
V
W
W
E
E
L
L
M
M
T
T
910
|
F
F
G
G
S
S
K
K
P
P
Y
Y
D
D
G
G
I
I
P
P
920
|
A
A
S
S
E
E
I
I
S
S
S
S
I
I
L
L
E
E
K
K
930
|
G
G
E
E
R
R
L
L
P
P
Q
Q
P
P
P
P
I
I
C
C
940
|
T
T
I
I
D
D
V
V
Y
Y
M
M
I
I
M
M
V
V
K
K
950
|
C
C
W
W
M
M
I
I
D
D
A
A
D
D
S
S
R
R
P
P
960
|
K
K
F
F
R
R
E
E
L
L
I
I
I
I
E
E
F
F
S
S
970
|
K
K
M
M
A
A
R
R
D
D
P
P
Q
Q
R
R
Y
Y
L
L
980
|
V
V
I
I
Q
Q
G
G
D
D
E
E
R
R
M
M
H
H
L
L
990
|
P
P
S
S
P
P
T
T
D
D
S
S
N
N
F
F
Y
Y
R
R
1000
|
A
A
L
L
M
M
D
D
E
E
E
E
D
D
M
M
D
D
D
D
1010
|
V
V
V
V
D
D
A
A
D
D
E
E
Y
Y
L
L
I
I
P
P
1020
|
Q
Q
-
Q
-
G
|
|||||||||||||
| Experimental Note | Identified from the Human Clinical Data | ||||||||||||
References
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