Table 2 Gene ontology association with important biological pathways.

From: The temporal mutational and immune tumour microenvironment remodelling of HER2-negative primary breast cancers

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Effect in tested group (poor responders)

Pathway Database

Pathway

Genes

p value

V1

Increased

GO:0045766

Positive regulation of angiogenesis

PTGS2, VEGFA, AKT3, ADM, ANGPTL4 and CXCL8

0.00697

KEGG:04066

HIF-1 signalling pathway

VEGFA, AKT3, ERBB2 and EGFR

0.0276

GO:0050678

Regulation of epithelial cell proliferation

STRAP, VEGFA, AKT3, MYC, ERBB2, EGFR and NFIB

0.0217

GO:1901342

Regulation of vasculature development

PTGS2, VEGFA, AKT3, ERBB2, ADM, ANGPTL4 and CXCL8

0.0462

V3

Decreased

GO:0046649

Lymphocyte activation

ERCC1, IGF1, IGBP1, CD86, IGFBP2, CDKN1A, VAV3, IL6ST, PIK3R1, ZEB1, TGFBR2, AXL, PTGER4 and KIF13B

0.0000413

GO:0042110

T cell activation

IGF1, CD86, IGFBP2, IL6ST, PIK3R1, ZEB1, TGFBR2, PTGER4 and KIF13B

0.0227

GO:0043069

Negative regulation of programmed cell death

IGF1, IGBP1, NR4A3, TWIST1, CDKN1A, IL6ST, KLF4, SLC40A1, CYR61, PIK3R1, BTG2, AXL and TWIST2

0.00716

GO:0043066

Negative regulation of the apoptotic process

IGF1, IGBP1, NR4A3, TWIST1, CDKN1A, IL6ST, KLF4, SLC40A1, CYR61, PIK3R1, BTG2, AXL and TWIST2

0.00595

Increased

GO:0012501

Programmed cell death

YBX3, GAL, MCM2, BIRC5, AARS, ITGA6, MYBL2, NDRG1, VEGFA, SNAI1, KRT17, TOP2A, CDK4, MYC, BRCA2, TP53BP2, CDCA7, HSPD1, ADM, CHEK1, MAD2L1, ANGPTL4, DDIT4, BUB1, CDK1, KRT19, KRT5, KRT14, S100A14 and PGAM5

0.00385

GO:0008283

Cell proliferation

TACC3, STRAP, LAMC2, CDH3, GAL, GRHL2, BIRC5, CDC6, CDKN3, NDRG1, EZH2, FOXM1, BYSL, VEGFA, TTK, CDC20, CENPF, CKS2, DLGAP5, CCNB1, CDK4, MYC, BRCA2, KIF2C, CDCA7, HSPD1, CCNA2, MKI67, ADM, CHEK1, BTG3, CDC25C, FZD6, DDIT4, CXCL8, BUB1, CDK1, CTPS1, FANCA, PRC1 and BOP1

0.00000000266