The present invention provides, inter alia, kits for selecting a chemotherapy regimen for a subject. The kits comprise one or more components for detecting the expression of at least one gene from the group of SLC12A7, GZMB, TAF6L, NFIB, METRN, ROPN1B, TTK, CCND1, PTTG1, H2AFZ, WDR45L, DEK, MCM2, USP1, CDT1, TMEM97, RER1, MCM6, LZTFL1, C11orf17, CCL5, XCL1, XCL2, MELK, CTSL2, TPX2, AURKA, CDKN2C, BRP44, PNP, SMC4, NR4A2, C3orf37, MTPAP, CDC25B, ABCF1, MTAP, SNAPC3, RANBP9, COIL, FAM86B1, ITGA6, S100P, RANBP1, PRSS16, SMARCA2, STK24, TSPYL5, SRI, LRP12, CENPF, TUBD1, KIAA1324, DBF4, CCNA2, DLGAP5, FHL1, SIRT3, GTSE1, PCNA, CCNE2, CHD3, CAP1, GPM6B, GUSBP3, GNAI3, LMO4, PSRC1, USP1, STK38, BAT2L1, PMP22, NME5, CENPA, BANK1, and derivatives thereof. Methods for selecting a chemotherapy regimen for a subject are also provided.