Analysis and Research of Key Genes in Gene Expression Network Based on Complex Network

Table 3

TOP gene and PR values with different thresholds under the PageRank algorithm.

λ = 0.3461 (TOP10)		λ = 0.3620 (TOP10)		λ = 0.3779 (TOP10)		λ = 0.3939 (TOP10)
KeyGene	PR value	KeyGene	PR value	KeyGene	PR value	KeyGene	PR value
MLPH	0.030533	TPX2	0.036319	TPX2	0.051559	TPX2	0.081729
FOXM1	0.030396	MLPH	0.030315	ZNF721	0.031488	KIF20A	0.04712
TPX2	0.028037	FOXM1	0.027117	CDC20	0.029894	FOXM1	0.039724
CDC20	0.024861	ZNF721	0.026409	FOXM1	0.029894	CDCA5	0.034104
ZNF721	0.019968	CDC20	0.024967	KIF20A	0.029472	NUSAP1	0.03389
KIF23	0.018408	KLK7	0.02366	CDCA5	0.027509	CDK13	0.030679
KLK7	0.01789	RPL36	0.02354	CCNA2	0.024692	ZNF721	0.030679
RPL36	0.017798	KIF20A	0.021769	CDK13	0.024609	HLA.G	0.025
PHB2	0.017798	KIF23	0.021411	UBE2C	0.023545	HLA.B	0.025
PUF60	0.017798	CCNA2	0.021411	NCAPH	0.021691	HLA.J	0.025