Whole-exome sequencing analysis of NSCLC reveals the pathogenic missense variants from cancer-associated genes

外显子组测序 生物 癌症研究 克拉斯 肺癌 错义突变 遗传学 单核苷酸多态性 MSH6型 基因 突变 医学 种系突变 肿瘤科 基因型
作者
S. Udhaya Kumar,Ambritha Balasundaram,Hephzibah Cathryn R,Rinku Polachirakkal Varghese,Siva Ramamoorthy,Gnanasambandan Ramanathan,Salma Younes,Hatem Zayed,C. George Priya Doss
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:148: 105701-105701 被引量:13
标识
DOI:10.1016/j.compbiomed.2022.105701
摘要

Non-small-cell lung cancer (NSCLC) is the most common type of lung cancer. NSCLC accounts for 84% of all lung cancer cases. In recent years, advances in pathway understanding, methods for discovering novel genetic biomarkers, and new drugs designed to inhibit the signaling cascades have enabled clinicians to personalize therapy for NSCLC.The primary aim of this study is to identify the genes associated with NSCLC that harbor pathogenic variants that could be causative for NSCLC. The second aim is to investigate their roles in different pathways that lead to NSCLC.We examined exome-sequencing datasets from 54 NSCLC patients to characterize the variants associated with NSCLC.Our findings revealed that 17 variants in 14 genes were considered highly pathogenic, including CDKN2A, ERBB2, FOXP1, IDH1, JAK3, KMT2D, K-Ras, MSH3, MSH6, POLE, RNF43, TCF7L2, TP53, and TSC1. Gene set enrichment analysis revealed the involvement of transmembrane receptor protein tyrosine kinase activity, protein binding, ATP binding, phosphatidylinositol-4,5-bisphosphate 3-kinase, and Ras guanyl-nucleotide exchange factor activity. Pathway analysis of these genes yielded different cancer-related pathways, including colorectal, prostate, endometrial, pancreatic, PI3K-Akt signaling pathways, and signaling pathways regulating pluripotency of stem cells. Module 1 from protein-protein interactions (PPIs) identified genes that harbor pathogenic SNPs. Three of the most deleterious SNPs are ERBB2 (rs1196929947), K-Ras (rs121913529), and POLE (rs751425952). Interestingly, one patient has a pathogenic K-Ras variant (rs121913529) co-occurred with the missense variant (rs752054698) inTSC1 gene.This study maps highly pathogenic variants associated with NSCLC and investigates their contributions to the pathogenesis of NSCLC. This study sheds light on the potential applications of precision medicine in patients with NSCLC.
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