Table 2.
The most 31 important genes related to survival GBM
| Gene name | Degree | Stress | Betweenness centrality | Closeness centrality | Radiality | pValue of OS in CGGA (n = 693) | pValue of OS in CGGA (n = 325) | pValue of OS in GEPIA2 |
|---|---|---|---|---|---|---|---|---|
| IL6 | 177 | 307,218 | 0.0725 | 0.5371 | 0.9951 | 0.57 | 0.024 | 0.074 |
| EGFR | 166 | 438,982 | 0.1248 | 0.5387 | 0.9951 | 0.28 | 0.11 | 0.93 |
| STAT3 | 142 | 220,886 | 0.0470 | 0.5159 | 0.9947 | 0.28 | 0.039 | 0.39 |
| MMP9 | 136 | 186,362 | 0.0334 | 0.5051 | 0.9945 | 0.095 | 0.0016 | 0.11 |
| CD44 | 129 | 190,878 | 0.0429 | 0.5046 | 0.9945 | 0.095 | 0.16 | 0.052 |
| FN1 | 129 | 204,432 | 0.0491 | 0.5074 | 0.9945 | 0.02 | 0.011 | 0.028 |
| CD4 | 127 | 180,146 | 0.0444 | 0.4924 | 0.9942 | 0.27 | 0.045 | 0.24 |
| TGFB1 | 120 | 116,178 | 0.0206 | 0.4799 | 0.9942 | 0.93 | 0.099 | 0.42 |
| CXCL8 | 118 | 92,292 | 0.0166 | 0.4754 | 0.9938 | NR | NR | 0.049 |
| CCL2 | 113 | 83,784 | 0.0131 | 0.4799 | 0.9939 | 0.33 | 0.0039 | 0.07 |
| IL10 | 109 | 78,812 | 0.0129 | 0.4758 | 0.9938 | 0.99 | 0.011 | 0.26 |
| ICAM1 | 108 | 76,042 | 0.0119 | 0.4795 | 0.9939 | 0.08 | 0.0016 | 0.14 |
| IL1A | 99 | 54,768 | 0.0089 | 0.4603 | 0.9934 | 0.36 | 0.5 | 0.53 |
| CD274 | 83 | 101,018 | 0.0236 | 0.4595 | 0.9934 | 0.58 | 0.061 | 0.38 |
| KDR | 75 | 66,150 | 0.0127 | 0.4599 | 0.9934 | 0.71 | 0.0021 | 0.98 |
| SPP1 | 75 | 67,870 | 0.0148 | 0.4645 | 0.9935 | 0.25 | 0.46 | 0.3 |
| ITGB2 | 73 | 64,858 | 0.0129 | 0.4439 | 0.9929 | 0.25 | 0.11 | 0.5 |
| CDKN2A | 73 | 101,996 | 0.0175 | 0.4645 | 0.9935 | 0.006 | 0.9 | 0.55 |
| PARP1 | 72 | 123,534 | 0.0234 | 0.4641 | 0.9935 | 0.81 | 0.69 | 0.96 |
| MYD88 | 71 | 46,916 | 0.0093 | 0.4418 | 0.9929 | 0.052 | 0.00041 | 0.31 |
| AGT | 71 | 76,346 | 0.0166 | 0.4516 | 0.9931 | 0.29 | 0.49 | 0.71 |
| NOTCH1 | 69 | 94,738 | 0.0208 | 0.4576 | 0.9933 | 0.049 | 0.061 | 0.6 |
| SERPINE1 | 68 | 47,842 | 0.0082 | 0.4486 | 0.9931 | 0.094 | 0.15 | 0.12 |
| TNFRSF1A | 67 | 44,156 | 0.0100 | 0.4439 | 0.9929 | 0.24 | 0.12 | 0.039 |
| CDK1 | 65 | 104,270 | 0.0188 | 0.4453 | 0.9930 | 0.29 | 0.62 | 0.45 |
| CAV1 | 63 | 109,384 | 0.0267 | 0.4497 | 0.9931 | 0.26 | 0.11 | 0.44 |
| ITGB3 | 56 | 66,744 | 0.0159 | 0.4428 | 0.9929 | NR | NR | 0.24 |
| CDK4 | 56 | 74,876 | 0.0149 | 0.4435 | 0.9929 | 0.54 | 0.96 | 0.43 |
| FOXO3 | 55 | 59,820 | 0.0131 | 0.4519 | 0.9934 | 0.79 | 0.22 | 0.71 |
| MDM2 | 52 | 68,820 | 0.0158 | 0.4482 | 0.9930 | 0.36 | 0.029 | 0.15 |
| PROM1 | 48 | 37,454 | 0.0085 | 0.4382 | 0.9928 | 0.7 | 0.97 | 0.86 |
OS, overall survival; GEPIA2, Gene Expression Profiling Interactive Analysis 2 ; NR, not result