Skip to main content

Table 5 Significant pathways and constituent genes identified by the proposed DIGS model for Pawitan

From: Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework

Pathway name

Significant constituent genes

PROSTATE CANCER

EGFR, TCF7L1, GSTP1, PDGFRA, CCNE1, CHUK, PIK3R3, ERBB2, PIK3R1

UBIQUITIN MEDIATED PROTEOLYSIS

UBE2E3, MID1, SKP2, BRCA1, WWP1

WNT SIGNALING PATHWAY

FZD7, SOX17, TCF7L1, SKP1, SFRP1, FZD8

O GLYCAN BIOSYNTHESIS

GALNT3, GALNT7, GALNT11, GALNT6, GCNT3, B4GALT5, GALNT8, C1GALT1, GALNT12, GCNT4, GALNT14, GALNT10, GALNT2, ST3GAL2, GCNT1, ST3GAL1, C1GALT1C1, GALNT1

ADHERENS JUNCTION

EGFR, ERBB2, TCF7L1, TCF7L2, MET, RAC3, SMAD3, MLLT4, RHOA

ERBB SIGNALING PATHWAY

EGFR, NCK2, ERBB2, AKT3, PAK4, EREG, MAPK9, AKT2

NITROGEN METABOLISM

CA12, CA5A, CA9, GLUL, CA3, CA14, CA8, CA7, CA5B, GLUD1, CA2, AMT, CA6, CA1, CTH, GLS2, GLUD2, HAL, CA4, ASNS, CPS1

DORSO VENTRAL AXIS FORMATION

EGFR, NOTCH1, GRB2, MAPK3, NOTCH3, SOS1, CPEB1, PIWIL2 ETS2, MAPK1, NOTCH4, ETV6, PIWIL1, MAP2K1, NOTCH2, SOS2, ETS1, ETV7, KRAS

ENDOMETRIAL CANCER

EGFR, TCF7L1, ERBB2, TCF7L2, MLH1, ELK1, NRAS, AKT3, ARAF, CTNNA2, PIK3CB, AKT2, CCND1, FOXO3, LEF1

NON SMALL CELL LUNG CANCER

EGFR, AKT3, E2F3, ERBB2, BAD, E2F1, RARB, CDKN2A, PLCG2, GRB2, HRAS, MAPK3, PIK3CD, RXRG, TGFA

PANCREATIC CANCER

EGFR, ERBB2, AKT3, CDKN2A, MAPK9, PLD1, RAC3, RALA, CCND1, E2F3, JAK1, PIK3R1