Temporal Identification of Dysregulated Genes and Pathways in Clear Cell Renal Cell Carcinoma Based on Systematic Tracking of Disrupted Modules

Table 3

Common genes of disrupted modules based on four ccRCC stages.

Number	Genes
1	MAPK1
2	CDC6
3	CDKN1A
4	SF3B6
5	CPSF3
6	SRSF6
7	SRSF1
8	U2AF1
9	SRSF4
10	CCNB1
11	ESPL1
12	NCAPH
13	KIF11
14	BUB1B
15	CDC20
16	CCNA2
17	CCNB2
18	MAD2L1
19	CENPF
20	ALDH4A1
21	NCBP1
22	MGST1
23	GSTZ1
24	GSTM2
25	GSTM5
26	GSTM3
27	GSTA3
28	SNRPD3
29	CDKN1B
30	NDUFAB1
31	RNPS1
32	ALB
33	LPA
34	GOT1
35	GLUD1
36	FTCD
37	GLUD2
38	ALDH3A2
39	ALDH9A1
40	ALDH1B1
41	ALDH7A1
42	NAGS
43	GATM
44	ASNS
45	ACY3
46	ASPA
47	GOT2
48	ASS1
49	GAD2
50	ALDH2
51	MGST2
52	MGST3
53	GSTO1
54	GSTM4
55	RPA3
56	UPF3B