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

Table 2

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

λ = 0.2823 (TOP10)		λ = 0.2983 (TOP10)		λ = 0.3142 (TOP10)		λ = 0.3301 (TOP10)
KeyGene	PR value	KeyGene	PR value	KeyGene	PR value	KeyGene	PR value
BAG6	0.025208	BAG6	0.0234342	FOXM1	0.022818	FOXM1	0.030767
GNB2	0.022289	GNB2	0.0219569	CDC20	0.018771	MLPH	0.02873
TBC1D9	0.017161	TBC1D9	0.0190973	AGR3	0.017939	TPX2	0.028
CDC20	0.017141	MLPH	0.0185887	TPX2	0.017931	CDC20	0.025255
MLPH	0.014081	FOXM1	0.0182001	GNB2	0.015257	AGR3	0.016934
FOXM1	0.014026	CDC20	0.015556	BAG6	0.014758	UBE2C	0.016034
VARS	0.01302	TPX2	0.0153193	MLPH	0.013349	RPL36	0.015991
AGR3	0.012785	HGS	0.0137005	TBC1D9	0.012691	BAG6	0.015663
HGS	0.012107	AGR3	0.0134952	KIF23	0.011256	KIF23	0.015176
TPX2	0.010469	ESR1	0.0094534	HGS	0.010413	CCNA2	0.014671