Model | Up regulation | Down regulation |
---|---|---|
Log2FC only | ABCB4, ACADM, ACADS, ACADVL, ACAT1, ACBD6, ACO2, AK2, ALDH4A1, AP1G2, APBA3, ATP5E, ATP5G1, ATP5G2, ATP5G3, ATP5J, ATP5L, ATP6V0B, ATP6V1C1, ATP6V1D, ATP6V1H, BCAT2, BCL2L13, BSG, C1QBP, CIAPIN1, COMTD1, COQ6, COX15, COX5B, COX7A2, COX7A2L, CS, CTTN, CYC1, CYCS, DLAT, DLST, ECSIT, ETFA, ETFDH, EXT1, FAHD1, FASTK, FDXR, GNB1L, GPX4, GSS, GTF2H3, HAGH, HINT3, IDH3A, IDH3B, IK, IMMT, KIF13A, LETM1, LRPPRC, MANBAL, MCAT, MCRS1, MDH1, MDH2, MFN2, MRPL1, MRPL14, MRPL34, MRPL36, MRPL38, MRPL46, MRPL48, MRPL51, MRPL9, MRPS25, MRPS34, MRPS35, MTX2, NDUFA10, NDUFA4, NDUFA5, NDUFA6, NDUFAB1, NDUFAF1, NDUFB10, NDUFB3, NDUFB5, NDUFB6, NDUFB7, NDUFC1, NDUFS3, NDUFS7, NDUFS8, NHEJ1, NSMAF, NUDT8, OGDH, OPA1, OXNAD1, PABPC4, PGAM5, PGLS, PIGO, PIP5K1B, PITPNM1, PPA2, PPARGC1B, PTGES2, PTPN12, PTPN9, RABGEF1, RELB, REPIN1, RREB1, SDHD, SLC25A11, SLC25A19, SLC25A3, SLC25A39, SLC25A5, SLC30A6, SLC39A13, SOD2, ST5, STARD7, TANK, TARBP2, TAX1BP3, TBC1D10B, TBRG4, TCIRG1, TERF2IP, TFRC, TIMM17A, TIMM44, TMEM60, TNFAIP3, TTC19, TUFM, UBE2G1, UBLCP1, UQCRC1, UQCRC2, UQCRH, USP4, VDAC1, VTI1B | CD164, CD48, CHST12, CNR2, CORO1A, EBI3, EPS15, FLI1, GCA, GNG2, IER3, IL10RA, IRF8, LAMP1, LSP1, MARCKS, NEDD9, NUCB2, P2RY6, PKIB, POU2F2, PRKD2, RASSF5, RB1, RBM43, RNASE4, RPS6KA3, SSBP2, TLE3, TLR6, TNFSF9, TPD52, WSB1, ZFP90 |
SVM | ABCB4, ACAD10, ACADS, AP1G2, ATP5L, CIAPIN1, CNIH4, COX15, COX7A2, CYC1, DLAT, DNAJA3, DUS3L, EXT1, FAHD1, FDXR, FEM1A, HAGH, HINT3, IDH3A, IMMT, LRPPRC, MANBAL, MCAT, MCRS1, MRPL36, MRPL38, MRPL9, MRPS34, MRPS35, NDUFB10, NDUFB5, NDUFB6, NDUFS3, NDUFS7, NSMAF, PABPC4, PEX16, PGLS, PIGQ, PIP5K1B, PPARGC1B, PRDX3, PTGES2, PTPN12, SEMA7A, SLC25A19, SLC39A13, SSNA1, ST5, TIMM44, TTC19, TUFM, USP4 | ANXA6, ATF3, CCL3, CD48, CDC42EP3, CHST12, CPEB2, DCK, EBI3, FLI1, GNG2, IRF5, IRF8, LSP1, LXN, MAP4K2, PIK3CG, SLC15A3, SLC9A3R1, SP100, TEX2, TLR6, TNFSF9, ZFP90 |
NN | ABCB4, ACAD10, ACADS, AK2, AP1G2, ATP5G3, ATP5L, BCAT2, CIAPIN1, COG8, COQ6, COX15, COX17, CYC1, DLAT, DNAJA3, DUS3L, ECSIT, ETFDH, EXT1, FASTK, FDXR, GSS, HAGH, HINT2, HINT3, IDH3A, LRPPRC, MANBAL, MBTPS1, MCRS1, MRPL12, MRPL38, MRPL9, MRPS25, MRPS34, MRPS35, NDUFB10, NDUFC1, NDUFS3, NDUFS7, NSMAF, NUDT8, OXNAD1, PABPC4, PIP5K1B, PITPNM1, PPARGC1B, PRDX3, PTDSS2, PTGES2, RABGEF1, RELB, SLC39A13, STARD7, TANK, TAX1BP3, TBRG4, TCF12, TTC19, TUFM, UBE2G1, UBLCP1, UMPS, USP4 | ADAM15, CCL3, CD48, CHST12, CPEB2, EBI3, FLI1, GNG2, IL10RA, IRF8, LSP1, LXN, MAP4K2, MARCKS, MS4A7, NAB2, NOTCH1, NUCB2, P2RY6, POU2F2, RB1, RNASE4, RPS6KA3, SLC15A3, SLC9A3R1, SNAP29, TEX2, TMBIM1, TNFSF9 |
Gaussian NB | ACO2, ACSL1, DLAT, DNAJA3, FDXR, GSS, MCRS1, NFKB2, NFKBIE, NUDT8, OTUD7B, OXNAD1, PPARGC1B, PTGES2, SARS2, SDC1, SEMA7A, SLC25A39, SLC39A13, TARBP2, TBRG4, TRAF1 | CCR5, CDC42EP3, CNR2, ECE1, GSTK1, ICAM2, NAB2, PIAS3, SORL1, TLR6, TNFSF9 |
LR | ABCB4, ACAD10, AK2, AP1G2, ATOX1, ATP5G2, BCAT2, DNAJA3, DUS3L, EXT1, FAHD1, FASTK, FDXR, IDH3A, IVNS1ABP, MCRS1, MFN2, NDUFS3, NFKBIE, NSMAF, OTUD7B, OXNAD1, PABPC4, PPARGC1B, PTGES2, PTPN12, REPIN1, SDC1, SEMA7A, SERPINB8, SLC39A13, ST5, STARD7, TANK, TARBP2, TBRG4, XRCC5 | GSTK1, HSPA2, ICAM2, NFKBIZ, PARVG, RASSF5, RBM43, SORL1, TNFSF9 |