Research Article

Identification of Core Biomarkers Associated with Outcome in Glioma: Evidence from Bioinformatics Analysis

Table 4

The enriched pathways of top 4 modules from the protein-protein interaction network.

ModuleTerm valueFDRGenes

1Cell cycle7.17 − 135.94 − 10CCNB1, CDK1, MAD2L1, CCNB2, BUB1, TTK, BUB1B, CHEK1, CDC20, MCM2, CCNA2
Progesterone-mediated oocyte maturation4.89 − 064.05 − 03CCNB1, CDK1, MAD2L1, CCNB2, BUB1, CCNA2
p53 signaling pathway4.27 − 053.54 − 02CCNB1, CDK1, CCNB2, RRM2, CHEK1
Oocyte meiosis2.85 − 040.235961CDK1, MAD2L1, BUB1, AURKA, CDC20
DNA replication5.21 − 034.233590POLE2, MCM2, RNASEH2A

2Neuroactive ligand-receptorinteraction4.44 − 114.86 − 08OPRK1, GABBR1, NPY1R, GABBR2, ADORA1, S1PR3, GRM3, SSTR2, GRM2, GRM7, CNR1, S1PR5, ADRA2A
Morphine addiction2.16 − 082.36 − 05ADCY1, ADCY5, GABBR1, GNB5, GABBR2, GNG3, ADORA1, GNG7
Glutamatergic synapse1.04 − 071.14 − 04ADCY1, GRM3, GRM2, ADCY5, GRM7, GNB5, GNG3, GNG7
GABAergic synapse4.26 − 074.66 − 04ADCY1, ADCY5, GABBR1, GNB5, GABBR2, GNG3, GNG7
cAMP signaling pathway4.42 − 064.84 − 03ADCY1, SSTR2, NPY, ADCY5, GABBR1, GABBR2, NPY1R, ADORA1

3Calcium signaling pathway2.75 − 082.95 − 05GRM5, PLCB4, CCKBR, CHRM3, CHRM1, PLCB1, GRM1, HTR2C, HTR2A, F2R
Neuroactive ligand-receptorinteraction9.29 − 089.95 − 05GRM5, CCKBR, CHRM3, CHRM1, F2RL1, LPAR4, NTSR2, GRM1, HTR2C, HTR2A, F2R
Gap junction2.79 − 052.99 − 02GRM5, PLCB4, PLCB1, GRM1, HTR2C, HTR2A
Endocytosis7.19 − 057.69 − 02SH3GL3, DNM3, DAB2, DNAJC6, DNM1, SH3GL2, F2R, AMPH
Inflammatory mediator regulation of TRP channels6.88 − 040.734597PLCB4, F2RL1, PLCB1, HTR2C, HTR2A

4Arrhythmogenic right ventricular cardiomyopathy (ARVC)3.06 − 123.25 − 09CACNA2D1, CACNG8, CACNB2, RYR2, CACNG3, CACNB3, CACNG2, CACNB4, CACNA2D3, CACNA1D
Cardiac muscle contraction5.12 − 125.43 − 09CACNA2D1, CACNG8, CACNB2, RYR2, CACNG3, CACNB3, CACNG2, CACNB4, CACNA2D3, CACNA1D
Hypertrophic cardiomyopathy (HCM)7.38 − 127.82 − 09CACNA2D1, CACNG8, CACNB2, RYR2, CACNG3, CACNB3, CACNG2, CACNB4, CACNA2D3, CACNA1D
Dilated cardiomyopathy1.47 − 111.56 − 08CACNA2D1, CACNG8, CACNB2, RYR2, CACNG3, CACNB3, CACNG2, CACNB4, CACNA2D3, CACNA1D
Oxytocin signaling pathway1.77 − 101.88 − 07CACNA2D1, CCND1, CACNG8, CACNB2, RYR2, CACNG3, CACNB3, CACNG2, CACNB4, CACNA2D3, CACNA1D

FDR: false discovery rate.