Investigating the biomarker potential and molecular targets of TIGD1 in lung cancer using bioinformatics.

IF 1.2 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Turkish Journal of Medical Sciences Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI:10.55730/1300-0144.5920
Merve Gülsen Bal Albayrak, Tuğcan Korak, Murat Kasap, Gürler Akpinar
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Abstract

Background/aim: Lung cancer, a predominant contributor to cancer mortality, is characterized by diverse etiological factors, including tobacco smoking and genetic susceptibilities. Despite advancements, particularly in nonsmall-cell lung cancer (NSCLC), therapeutic options for lung squamous cell carcinoma (LUSC) are limited. Transposable elements (TEs) and their regulatory proteins, such as tigger transposable element derived (TIGD) family proteins, have been implicated in cancer development. TIGD1, upregulated in various cancers, including LUSC, lacks a defined function. The aim of our study was to elucidate the biological functions, associated pathways, and interacting proteins of TIGD1.

Materials and methods: The GSE229260 microarray dataset was investigated using the GEO2R tool to identify the differentially expressed genes (DEGs) in TIGD1 silenced in A549 lung cancer cells in contrast to controls. Enrichment analyses and protein-protein interaction (PPI) network construction were performed to uncover key pathways using KEGG and STRING analyses. Hub genes were determined through the intersection of DEGs with lung cancer-related genes via Cytoscape software and the cytoHubba plug-in, and their functions were analyzed. Immune and stromal scores of hub genes were also evaluated using the ESTIMATE algorithm.

Results: Analyzing microarray data from TIGD1-silenced A549 NSCLC cells, a total of 13 upregulated DEGs and 1 downregulated DEGs were identified. The TIGD1-associated DEGs revealed significant involvement in crucial molecular pathways, including the PI3K/AKT, FOXO, and p53 signaling pathways. The hub genes AKT1, BRAF, SRC, GAPDH, CCND1, CDKN2A, CTNNB1, KRAS, MYC, and TP53 emerged as central regulators of cell proliferation, apoptosis, and protein metabolism. The hub genes exhibited negative correlations with immune and stromal components in the tumor microenvironment, suggesting their potential as biomarkers for lung cancer therapy.

Conclusion: This study elucidates the potential functions of TIGD1 in lung cancer and identifies promising biomarker candidates associated with TIGD1 gene expression, presenting potential therapeutic targets for lung cancer therapies.

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利用生物信息学研究肺癌中TIGD1的生物标志物潜力和分子靶点。
背景/目的:肺癌是癌症死亡的主要原因之一,其特点是多种病因,包括吸烟和遗传易感性。尽管在非小细胞肺癌(NSCLC)方面取得了进展,但肺鳞状细胞癌(LUSC)的治疗选择仍然有限。转座因子(TEs)及其调控蛋白,如tigger转座因子衍生(TIGD)家族蛋白,与癌症的发展有关。TIGD1在包括LUSC在内的各种癌症中上调,缺乏明确的功能。我们的研究目的是阐明TIGD1的生物学功能、相关途径和相互作用蛋白。材料和方法:使用GEO2R工具对GSE229260微阵列数据集进行研究,以鉴定A549肺癌细胞中TIGD1沉默与对照组相比的差异表达基因(DEGs)。富集分析和蛋白相互作用(PPI)网络构建利用KEGG和STRING分析揭示关键通路。通过Cytoscape软件和cytoHubba插件,通过deg与肺癌相关基因的交叉,确定Hub基因,并分析其功能。中心基因的免疫和基质评分也使用ESTIMATE算法进行评估。结果:分析tigd1沉默的A549 NSCLC细胞的微阵列数据,共鉴定出13个上调的deg和1个下调的deg。tigd1相关的deg显示了在关键分子通路中的显著参与,包括PI3K/AKT、FOXO和p53信号通路。中心基因AKT1、BRAF、SRC、GAPDH、CCND1、CDKN2A、CTNNB1、KRAS、MYC和TP53成为细胞增殖、凋亡和蛋白质代谢的中心调节因子。枢纽基因与肿瘤微环境中的免疫和基质成分呈负相关,表明它们有潜力作为肺癌治疗的生物标志物。结论:本研究阐明了TIGD1在肺癌中的潜在功能,并发现了与TIGD1基因表达相关的有前景的生物标志物候选物,为肺癌治疗提供了潜在的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Turkish Journal of Medical Sciences
Turkish Journal of Medical Sciences 医学-医学:内科
CiteScore
4.60
自引率
4.30%
发文量
143
审稿时长
3-8 weeks
期刊介绍: Turkish Journal of Medical sciences is a peer-reviewed comprehensive resource that provides critical up-to-date information on the broad spectrum of general medical sciences. The Journal intended to publish original medical scientific papers regarding the priority based on the prominence, significance, and timeliness of the findings. However since the audience of the Journal is not limited to any subspeciality in a wide variety of medical disciplines, the papers focusing on the technical  details of a given medical  subspeciality may not be evaluated for publication.
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