Co---expression analysis to identify core regulatory genes of colon
cancer stem cells
Abstract
Abstract Objective:Cancer stem cells play an important role in the the
drug resistance of malignant tumor and the prognosis, however,the
genes that regulate Colon Adenocarcinoma(COAD) stem cells are still
unknown. We aim to identify COAD stem cell regulatory genes by
co-expression network analysis. Methods:The mRNA expression-based
stemness index(mRNAsi)which derives from TCGA database was analyzed
based on R language. The Weighted Gene Co-expression Network
Analysis(WGCNA) was used to construct co-expression network, establish
the correlation between gene modules and modules trait–mRNAsi , and
determine hub genes. We use Enrichment analysis of genes function and
Protein Interaction(PPI network)to identifying the hub modules and
genes. GEO and OnComine databases were used to validate the hub genes.
Results: MRNAsi was highly expressed in tumor tissues and the result was
statistically significant (p = 7.458E-18), and was positively correlated
with the survival rate (p =0.016). 6501 genes were
screened(FDR<0.05 and|LogFC|≥1)for
co-expression analysis and 17 modules were obtained, among which the
yellow module had the most significant positive correlation with
mRNAsi(p=1e-55,correlation coefficient =0.71).We finally selected
9 genes (BUB1, BUB1B, CHEK1, KIF23, MCM10, NCAPG, NCAPH, PLK4, TTK) from
the yellow module as the hub genes. The above genes had a significantly
high expression in all 13 tumors in the OnComine database.
Conclusion: The 9 hub genes play a crucial role in the development of
COAD and therapeutic resistance.Finding ways to suppress these genes may
be a new target for colon cancer therapy by affecting COAD stem cells.