加权基因共表达网络分析和全基因组测序确定潜在的肺癌生物标记物

Mireguli Abudereheman, Zhengjun Lian, Baidurula Ainitu
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摘要

肺结核会增加罹患肺癌的风险。然而,肺结核的致癌机制仍不清楚。我们构建了基因共表达网络,并进行了全外显子组测序(WES),以确定肺结核相关肺癌发病机制中的关键模块、枢纽基因和最常发生突变的基因。首先,我们通过加权基因共表达网络分析(WGCNA)筛选了 GSE43458 中与 LC 相关的基因和 GSE83456 中与 TB 相关的基因。随后,我们在 GSE42834 中筛选了与 LC 和 TB 相关的差异表达基因。我们还对 15 例患者(肺结核,5 例;肺癌,5 例;肺结核+肺癌,5 例)进行了 WES 分析,构建了突变图谱,并确定了三组图谱的差异,以便进一步研究。此外,WES 在 15 名患者的 25 个基因中发现了 112 个体细胞突变。最后,在 278 个中心基因和 WES 变异基因的维恩图中确认了四个共同基因(表皮生长因子受体、HSPA2、CECR2 和 LAMA3)。KEGG 分析显示了各种通路的变化。PI3K-AKT信号通路是最富集的通路,而这四个基因都包含在这一通路中。因此,这四个基因和 PI3K-AKT 信号通路可能在 LC 中发挥了重要作用。发现了与结核相关 LC 有关的几个潜在基因和通路,其中包括表皮生长因子受体和三个在以往研究中未发现的靶基因。这些基因与细胞增殖、集落形成、迁移和侵袭有关,为今后研究 LC 并发结核病的机制提供了方向。此外,PI3K-AKT 信号通路也被确定为参与 LC 发展的潜在关键通路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Weighted gene co-expression network analysis and whole genome sequencing identify potential lung cancer biomarkers
Tuberculosis (TB) leads to an increased risk of lung cancer (LC). However, the carcinogenetic mechanism of TB remains unclear. We constructed gene co-expression networks and carried out whole-exome sequencing (WES) to identify key modules, hub genes, and the most recurrently mutated genes involved in the pathogenesis of TB-associated LC.The data used in this study were obtained from the Gene Expression Omnibus (GEO) and WES. First, we screened LC-related genes in GSE43458 and TB-related genes in GSE83456 by weighted gene co-expression network analysis (WGCNA). Subsequently, we screened differentially expressed genes related to LC and TB in GSE42834. We also performed WES of 15 patients (TB, n = 5; LC, n = 5; TB+LC, n = 5), constructed mutational profiles, and identified differences in the profiles of the three groups for further investigation.We identified 278 hub genes associated with tumorigenesis of pulmonary TB. Moreover, WES identified 112 somatic mutations in 25 genes in the 15 patients. Finally, four common genes (EGFR, HSPA2, CECR2, and LAMA3) were confirmed in a Venn diagram of the 278 hub genes and the mutated genes from WES. KEGG analysis revealed various pathway changes. The PI3K–AKT signaling pathway was the most enriched pathway, and all four genes are included in this pathway. Thus, these four genes and the PI3K–AKT signaling pathway may play important roles in LC.Several potential genes and pathways related to TB-associated LC were identified, including EGFR and three target genes not found in previous studies. These genes are related to cell proliferation, colony formation, migration, and invasion, and provide a direction for future research into the mechanisms of LC co-occurring with TB. The PI3K–AKT signaling pathway was also identified as a potential key pathway involved in LC development.
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