Table 3. Variant combinitorials versus drug activity correlationa.
Drug | Cells with variant(s) | Cells without variant(s) | |||||||||
Mechanism | Developmental | Have drug | No drug | Have drug | No drug | ||||||
Gene name | NSC IDb | Name | of actionc | status | Response | response | response | response | response | MCCd | |
BRAF | 761431 | Vemurafenib | YK | FDA approved | Sensitivity | 9 | 1 | 0 | 49 | 0.94 | |
BRAF | 354462 | Hypothemycin | YK | Clinical trial | Sensitivity | 9 | 2 | 6 | 43 | 0.62 | |
BRIP1 | 127716 | 5-Aza-2′-deoxycytidine | DNMT | FDA approved | Sensitivity | 3 | 0 | 4 | 40 | 0.62 | |
DFFB | 127716 | 5-Aza-2′-deoxycytidine | DNMT | FDA approved | Sensitivity | 3 | 0 | 4 | 40 | 0.62 | |
DNMT3B | 118218 | Fludarabine phoshate | Ds | FDA approved | Sensitivity | 6 | 0 | 7 | 44 | 0.63 | |
GTF3C4 | 36405 | Chelerythrine | PKC,STK | Clinical trial | Sensitivity | 3 | 1 | 1 | 44 | 0.73 | |
HDAC10 | 679828 | PD-98059 | STK | Clinical trial | Sensitivity | 6 | 0 | 8 | 45 | 0.60 | |
HTRA2 | 409962 | Carmustine | A7 | FDA approved | Sensitivity | 5 | 0 | 6 | 49 | 0.64 | |
IDH1 | 719276 | Fulvestrant | Ho | FDA approved | Sensitivity | 3 | 1 | 2 | 52 | 0.64 | |
IGF1R | 127716 | 5-Aza-2′-deoxycytidine | DNMT | FDA approved | Sensitivity | 3 | 0 | 4 | 40 | 0.62 | |
IGF1R | 36405 | Chelerythrine | PKC,STK | Clinical trial | Sensitivity | 3 | 0 | 1 | 45 | 0.86 | |
JAK3 | 122758 | Tretinoin | Ho | FDA approved | Sensitivity | 3 | 0 | 1 | 55 | 0.86 | |
JAK3 | 697979 | Denileukin | IL | FDA approved | Sensitivity | 3 | 0 | 2 | 55 | 0.76 | |
MORF4L1 | 750690 | Sunitinib malate | YK | FDA approved | Sensitivity | 7 | 1 | 6 | 45 | 0.63 | |
MUS81 | 105014 | Cladribine | Ds | FDA approved | Sensitivity | 9 | 1 | 7 | 42 | 0.64 | |
MUS81 | 606869 | Clofarabine | Ds | FDA approved | Sensitivity | 8 | 0 | 9 | 42 | 0.62 | |
RAD52 | 109724 | Ifosfamide | A7 | FDA approved | Sensitivity | 5 | 1 | 4 | 41 | 0.63 | |
SETD2 | 102816 | Azacytidine | DNMT | FDA approved | Sensitivity | 5 | 0 | 6 | 49 | 0.64 | |
SLC12A8 | 366140 | Pyrazoloacridine | Db | Clinical trial | Sensitivity | 7 | 0 | 8 | 31 | 0.61 | |
SLC17A9 | 365798 | Fostamatinib disodium | YK | Clinical trial | Sensitivity | 7 | 1 | 5 | 34 | 0.64 | |
SLC22A16 | 105014 | Cladribine | Ds | FDA approved | Sensitivity | 10 | 2 | 6 | 41 | 0.64 | |
SLC22A16 | 312887 | Fludarabine phosphate | Ds | FDA approved | Sensitivity | 9 | 3 | 5 | 43 | 0.61 | |
SLC22A16 | 606869 | Clofarabine | Ds | FDA approved | Sensitivity | 10 | 2 | 7 | 40 | 0.61 | |
STAT2 | 102816 | Azacytidine | DNMT | FDA approved | Sensitivity | 5 | 0 | 6 | 49 | 0.64 | |
STAT2 | 34462 | Uracil mustard | A7 | FDA approved | Sensitivity | 7 | 0 | 8 | 45 | 0.63 | |
TET2 | 633782 | Simvastatin | AM | FDA approved | Sensitivity | 9 | 1 | 5 | 26 | 0.67 | |
TNFSF11 | 127716 | 5-Aza-2′-deoxycytidine | DNMT | FDA approved | Sensitivity | 3 | 0 | 4 | 40 | 0.62 | |
UNC5B | 376128 | Dolastatin 10 | Tu | Clinical trial | Sensitivity | 8 | 2 | 5 | 35 | 0.62 | |
ABCC10 | 141633 | Homoharringtonine | Apo | FDA approved | Resistance | 5 | 1 | 4 | 37 | 0.62 | |
ABCC2 | 756645 | Crizotinib | YK | Clinical trial | Resistance | 8 | 0 | 9 | 42 | 0.62 | |
CTNNA2 | 36405 | Chelerythrine | PKC,STK | Clinical trial | Resistance | 3 | 0 | 3 | 43 | 0.68 | |
MCM2 | 608210 | Vinorelbine tartrate | Tu | FDA approved | Resistance | 3 | 0 | 4 | 50 | 0.63 | |
POLD1 | 105014 | Cladribine | Ds | FDA approved | Resistance | 8 | 0 | 10 | 41 | 0.60 | |
SERPINE2 | 38721 | Mitotane | Ho | FDA approved | Resistance | 3 | 1 | 0 | 39 | 0.86 | |
SLC39A8 | 686288 | Aminoflavone | Db | Clinical trial | Resistance | 10 | 1 | 8 | 40 | 0.63 | |
SLC4A1AP | 752782 | Pazopanib | YK | FDA approved | Resistance | 3 | 0 | 4 | 46 | 0.63 |
Input compounds (Figure 4A and Table S3) and amino acid changing variants compared by Matthew's correlation coefficient.
National Service Center identifier.
Drug mechanism of action abbreviations: A7 is alkylating at N-7 position of guanine; Apo is apoptotic, Db is DNA binder; DNMT is DNA methylttransferase inhibitor; Ds is DNA synthesis inhibitor; PKC is protein kinase C inhibitor; STK is serine threonine kinase; T1 is topoisomerase 1 inhibitor; T2 is topoisomerase 2 inhibitor; and YK is tyrosine kinase inhibitor.
Matthew's correlation coefficient.