Table 5. The results of gene ontology (GO) analysis of candidate genes associated with total collagen contents trait from GWAS analysis

GO ID Description #Genes Fold enrichment p-value Gene name
Biological process
 GO:1902309 Negative regulation of peptidyl-serine dephosphorylation 2 181.846 0.011 PPP1R16B, SWAP70
 GO:0051444 Negative regulation of ubiquitin-protein transferase activity 2 51.956 0.037 ABL1, PSEN1
 GO:0097120 Receptor localization to synapse 2 40.410 0.048 RELN, SYNJ2BP
 GO:0050852 T cell receptor signaling pathway 3 7.577 0.059 ABL1, PSEN1, SKAP1
 GO:0007175 Negative regulation of epidermal growth factor-activated receptor activity 2 30.308 0.063 ZFYVE28, PSEN1
 GO:0061053 Somite development 2 25.978 0.074 RAD51B, MTHFD1
 GO:0032793 Positive regulation of CREB transcription factor activity 2 24.246 0.079 CRTC3, RELN
 GO:0003333 Amino acid transmembrane transport 2 20.205 0.094 SLC7A14, SLC38A6
Cellular component
 GO:0005829 Cytosol 25 1.881 0.002 CRTC3, CALCOCO2, SLC7A14, GPHN, SPATA7, GIGYF2, ZFYVE28, DOCK10, POGZ, ABL1, DENND5A, CERT1, HERC6, PRKCH, PLEKHA5, YLPM1, MED27, PLEKHA7, DAAM1, MTHFD1, DPYD, SERGEF, SLC28A1, SKAP1, RBMS3
 GO:0005654 Nucleoplasm 20 2.037 0.003 RNASEH2B, CRTC3, SLC7A14, PLEKHA5, RSF1, EFCAB6, PSEN1, MED27, PLEKHA7, SPATA7, DOCK10, MYO1C, CUX1, POGZ, DPF3, MAML3, SERGEF, CERT1, SKAP1, HERC6
 GO:0015629 Actin cytoskeleton 5 6.402 0.008 MACF1, ABLIM1, MYO1C, SWAP70, ABL1
 GO:0048471 Perinuclear region of cytoplasm 7 3.399 0.016 PPP1R16B, CALCOCO2, ABL1, PSEN1, SYNJ2BP, CERT1, FGFR3
 GO:0005737 Cytoplasm 27 1.547 0.017 MACF1, CRTC3, NCAPG, FMN1, IQGAP2, GPHN, FARS2, ABLIM1, DACH1, RELN, GMDS, RSRC1, RNF150, TNS4, GABBR2, PRKCH, SWAP70, KLHL1, GAB2, CDYL, SERPINB6, PSMA3, MYO1C, DPYD, PPP1R12B, SKAP1, GPHB5
 GO:0016607 Nuclear speck 6 3.853 0.019 PPP1R16B, RSRC1, YLPM1, MAML3, CDYL, SLC28A1
 GO:0042995 Cell projection 3 6.031 0.087 PPP1R16B, MACF1, STON1
GWAS, genome-wide association studies.