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Screening and identification of CNIH4 gene associated with cell proliferation in gastric cancer based on a large-scale CRISPR-Cas9 screening database DepMap

生物 候选基因 癌症 细胞周期 癌症研究 基因 癌细胞 计算生物学 遗传学
作者
Hui Zhang,Yidan Lin,Minxue Zhuang,Lin Zhu,Yongmei Dai,Mengbo Lin
出处
期刊:Gene [Elsevier]
卷期号:850: 146961-146961 被引量:15
标识
DOI:10.1016/j.gene.2022.146961
摘要

Gastric cancer is a common malignant tumor of digestive tract. The study aimed to identify candidate genes associated with the proliferation and survival of gastric cancer cell through CRISPR-cas9 screening data, which may provide new therapeutic targets for gastric cancer patients.Candidate genes related to gastric cancer cell viability by CRISPR-cas9 screening from Depmap and genes differentially expressed between gastric cancer tissues and normal gastric tissues from TCGA were overlapped. WGCNA and KEGG analysis was conducted to performed to identify key pathways and genes. Using CMap, we identified small molecules that might reverse candidate gene expression of gastric cancer. LASSO regression was used to construct a signature to predict overall survival of gastric cancer patients. CCK8 assay was performed to assess the effects of candidate gene on gastric cancer cell proliferation.A total of 710 candidate genes related to gastric cancer cell viability in the DepMap were identified and overlapped with differentially expressed genes in TCGA database, which were enriched in the cell cycle pathway. CMap analysis suggested that molecule drug LY294002 might be a novel choice for gastric cancer treatment. Using Cox univariate analysis and Lasso analysis, we developed a prognostic model including 12 candidate genes, and conducted subgroup analysis and external validation. Moreover, knockdown of the key candidate gene CNIH4 inhibited the proliferation of gastric cancer cells.Cell cycle pathway and CNIH4, identified by CRISPR-cas9 screening, were a key pathway and gene that regulate cell viability in gastric cancer. CNIH4 has significant prognostic values and can serve as a new target for gastric cancer patient treatment.
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