Table 1.
Cancer Type | Ref. | Species | Method | Sample No. | Major Subtypes /Classifications |
Correlation with Drugs |
---|---|---|---|---|---|---|
Breast cancer | [7] | Human | WGS | 101 | PAM50, SCMGENE/SCMOD1, ER−/HER2−, HER+ |
Afatinib, Gefitinib, Pictilisib, GDC-0068, AZD8055, Everolimus, and Tamoxifen |
RNA-seq | 22 | |||||
Bladder cancer | [3] | Human | WES | 24 | Basal, luminal | 26 chemicals |
RNA-seq | 42 | |||||
Colorectal cancer | [5] | Human | WES | 43 | Adenoma, serrated, MSS, MSI, and NEC | A83-01, SB202190 |
Target-seq | 19 | |||||
[8] | Human | WES | 41 | Hypermutated, non-hypermutated |
17-AAG, 5-FU, Cetuximab, GDC0941, Gemcitabine, MK-2206, Nutlin-3a, NVP-BEZ235, and SCH772984 |
|
RNA-seq | 108 | |||||
[9] | Human | WGS | 3 | - | 5-FU | |
[10] | Human | WGS | 73 | BRAF/ACVR2A, APC/TP53, KRAS/APC |
Doxorubicin, SN38, 5-FU, Afatinib, Nutilin3a |
|
RNA-seq | 76 | |||||
HM450K | 70 | |||||
[11] | Human | WGS | 30 | WT and mutant MLH-1 | Y-27632 | |
[12] | Mouse | Bisulfite Pyro-seq | 8 | BRAFV600E | IWP-2, IWR-1-endo, and CCT031374 | |
[13] | Human | WGS | 6 | KRASG12D, APCKO, P53KO, SMAD4KO |
Gefitinib, Noggin, A83-01. and SB202190 | |
Epithelial ovarian cancer | [14] | Human | WGS | 36 | HR-proficient, TP53, BRAF, KRAS, NRAS, XIAP, and CDKN2a | Alpelisib, Adavosertib, Afatinib, AZD8055, Carboplatin, Gemcitabine, MK-2206, Niraparib, Olaparib, Plitaxel, Pictilisib, Rucaparib, Vemurafenib, Flavopiridol, Cobimetinib |
[15] | Mouse | WGS | 12 | Trp53−/−; Ccne1OE; Akt2OE; KrasOE, Trp53−/−; Brca1−/−; MycOE, and Trp53−/−; Pten−/−; Nf1−/− |
Rucaprib, Niraparib, Olaparib, Gemcitabine, Doxorubicin, Paclitaxel, Carboplatin, Seliciclib, PHA767491, BAY1895344, Chloroquine |
|
RNA-seq | 12 | |||||
[16] | Human | WES | 34 | BRCA1/2 | Carboplatin, Olaparib, Prexasertib, and VE-822 |
|
ESCC | [17] | Mouse | WES | 58 | - | ADAR1 inhibitor |
RNA-seq | 14 | |||||
ChIP-seq | 44 | |||||
ATAC-seq | 8 | |||||
Gastric cancer | [18] | Human | WGS | 3 | MSI- and EBV-type | YM-155 |
RNA-seq | 6 | |||||
[19] | Human | WES | 46 | CIMP+, CIMP−, and normal/normal like |
Y-27632, EGFR/ErbB-2/ErbB-4 inhibitor, Nutlin-3, Crizotinib, and C59 |
|
GEM | 62 | |||||
EPIC array | 51 | |||||
[20] | Mouse | WES | 6 | WT and mutant TP53 | AZD7762, Prexasertib | |
RNA-seq | 20 | |||||
HNSCC | [6] | Human | WES | 24 | - | Cetuximab, Cisplatin, Alpelisib, Vemurafenib, Everolimus, Nutlin-3 and AZD4547 |
RNA-seq | 16 | |||||
Pediatric kidney cancer | [1] | Human | WGS | 59 | Wilms tumor, malignant rhabdoid tumor, renal cell carcinoma, congenital mesoblastic nephromas |
Vincristine, Actinomycin D, Doxorubicin, Etoposide, Panobinostat, Romidepsin, PD-0325901, Idasanutlin |
RNA-seq | 51 | |||||
EPIC array | 45 | |||||
Pancreatic cancer | [21] | Human | WGS | 35 | Classical-like, basal-like, classical-progenitor, Glycomet |
283 epigenetic-related chemicals, 5 chemotherapeutic drugs |
RNA-seq | 87 | |||||
ATAC-seq | 44 | |||||
[2] | Human | WGS | 22 | Classic, basal-like, or C1, C2 | Afatinib, Gemcitabine, Paclitaxel, SN-38, 5-FU, and Oxaliplatin |
|
WES | 69 | |||||
RNA-seq | 49 | |||||
[22] | Human | WES | 48 | WNT−, WNT+, WRi | A83-01, SB202190, Nutlin-3, and C59 |
|
GEM | 18 | |||||
EPIC array | 25 | |||||
Prostate cancer | [23] | Human | WES | 7 | TMPRSS2-ERG fusion, SPOP mut, SPINK1 overexpression, and CDH1 Loss | Enzalutamide, Everolimus, and BKM-120 |
RNA-seq | 7 | |||||
RB | [24] | Human | RNA-seq | 8 | - | R406, Bay61-3606, and Rapamycin |
WGBS | 8 |
ESCC, esophageal squamous cell carcinoma; GEM, gene expression microarray; HNSCC, head and neck squamous cell carcinomas; No, number; Ref, Reference; RB, retinoblastoma; WT, wild type; WRi, Wnt, and R-spondin-independent; CIMP, CpG island methylator phenotype; WGS, whole-genome sequencing; WES, whole-exome sequencing; WGBS, whole-genome bisulfate sequencing; HM450K, Infinium HumanMethylation450 BeadChip; EPIC array, Infinium MethylationEPIC Kit.