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. 2021 Jan 3;13(1):1153–1175. doi: 10.18632/aging.202254

Table 1. The top 20 hub genes in the PPI networks.

Overexpressed gene Underexpressed gene
Gene symbol Degree Gene symbol Degree
CDK1 113 ESR1 13
CCNB1 108 IGF1 10
CCNA2 105 PDGFRB 8
CDC20 104 PXN 7
TOP2A 103 ZEB1 6
CCNB2 102 MMP2 6
MAD2L1 99 IRS1 6
BUB1 96 BCL2 5
KIF11 94 PPID 4
RRM2 89 ITGA3 3
CDC45 89 RUNX1T1 3
EXO1 86 NEGR1 3
CHEK1 85 PDGFD 3
MELK 84 MEIS1 3
NDC80 84 PBX1 3
UBE2C 83 FRS2 2
TYMS 82 ALCAM 2
CENPA 82 TOX3 2
KIF23 80 WISP2 2
MCM2 80 RTN1 2