Bioinformatics analysis reveals SOD1 is a prognostic factor in lung adenocarcinoma.

IF 1.5 4区 医学 Q4 ONCOLOGY Translational cancer research Pub Date : 2024-10-31 Epub Date: 2024-10-14 DOI:10.21037/tcr-24-1400
Ling Gao, Wei Wang, Haishan Ma, Minghui Yin, Xuejiao Yang, Ruihui Han, Shuta Ohara, Dohun Kim, Guangyan Wang
{"title":"Bioinformatics analysis reveals <i>SOD1</i> is a prognostic factor in lung adenocarcinoma.","authors":"Ling Gao, Wei Wang, Haishan Ma, Minghui Yin, Xuejiao Yang, Ruihui Han, Shuta Ohara, Dohun Kim, Guangyan Wang","doi":"10.21037/tcr-24-1400","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Lung cancer is a major cause of cancer-related deaths worldwide. Unfortunately, non-small cell lung cancer (NSCLC) often lacks clear clinical symptoms and molecular markers for early diagnosis, which can hinder the initiation of timely treatments. In this study, we conducted an extensive bioinformatics analysis of copper-zinc superoxide dismutase (SOD1), a molecule linked to lung adenocarcinoma (LUAD) to enhance early detection and treatment approaches for this condition.</p><p><strong>Methods: </strong>A bioinformatics analysis was conducted using a dataset from The Cancer Genome Atlas (TCGA) database. Several analytical methods, such as a differential expression analysis, a Kaplan-Meier survival analysis, a clinicopathological analysis, an enrichment analysis, protein-protein interaction (PPI) network construction using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database, and an immunoreactivity analysis of <i>SOD1</i> expression in LUAD using TIMER were employed. We further validated the expression of <i>SOD1</i> in LUAD through <i>in vitro</i> experiments using quantitative polymerase chain reaction (qPCR) and Western blot.</p><p><strong>Results: </strong>Our findings indicate that LUAD tissues exhibited significantly higher expression levels of <i>SOD1</i> than healthy tissues. The univariate Cox analysis showed that the elevated level was linked to unfavorable overall survival (OS) rates. Further, the Cox regression analysis of multiple variables suggested that elevated <i>SOD1</i> expression levels acted as an autonomous prognosticator for unfavorable OS. We also conducted Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses, and a gene set enrichment analysis (GSEA) and observed differential pathway enrichment among patients with high <i>SOD1</i> expression. In addition, a correlation between <i>SOD1</i> and immune cell infiltration was found. The <i>in vitro</i> experiments confirmed that <i>SOD1</i> expression was upregulated in LUAD.</p><p><strong>Conclusions: </strong><i>SOD1</i> could serve as a reliable prognostic indicator in individuals diagnosed with LUAD. Our findings may prove valuable in the development of therapeutic and prognostic markers for LUAD. The potential clinical utility of <i>SOD1</i> in LUAD requires further investigation.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 10","pages":"5522-5534"},"PeriodicalIF":1.5000,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11543046/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tcr-24-1400","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/14 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Lung cancer is a major cause of cancer-related deaths worldwide. Unfortunately, non-small cell lung cancer (NSCLC) often lacks clear clinical symptoms and molecular markers for early diagnosis, which can hinder the initiation of timely treatments. In this study, we conducted an extensive bioinformatics analysis of copper-zinc superoxide dismutase (SOD1), a molecule linked to lung adenocarcinoma (LUAD) to enhance early detection and treatment approaches for this condition.

Methods: A bioinformatics analysis was conducted using a dataset from The Cancer Genome Atlas (TCGA) database. Several analytical methods, such as a differential expression analysis, a Kaplan-Meier survival analysis, a clinicopathological analysis, an enrichment analysis, protein-protein interaction (PPI) network construction using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database, and an immunoreactivity analysis of SOD1 expression in LUAD using TIMER were employed. We further validated the expression of SOD1 in LUAD through in vitro experiments using quantitative polymerase chain reaction (qPCR) and Western blot.

Results: Our findings indicate that LUAD tissues exhibited significantly higher expression levels of SOD1 than healthy tissues. The univariate Cox analysis showed that the elevated level was linked to unfavorable overall survival (OS) rates. Further, the Cox regression analysis of multiple variables suggested that elevated SOD1 expression levels acted as an autonomous prognosticator for unfavorable OS. We also conducted Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses, and a gene set enrichment analysis (GSEA) and observed differential pathway enrichment among patients with high SOD1 expression. In addition, a correlation between SOD1 and immune cell infiltration was found. The in vitro experiments confirmed that SOD1 expression was upregulated in LUAD.

Conclusions: SOD1 could serve as a reliable prognostic indicator in individuals diagnosed with LUAD. Our findings may prove valuable in the development of therapeutic and prognostic markers for LUAD. The potential clinical utility of SOD1 in LUAD requires further investigation.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
生物信息学分析表明,SOD1 是肺腺癌的预后因子。
背景:肺癌是全球癌症相关死亡的主要原因。遗憾的是,非小细胞肺癌(NSCLC)往往缺乏明确的临床症状和早期诊断的分子标志物,这可能会阻碍及时治疗的启动。在这项研究中,我们对铜锌超氧化物歧化酶(SOD1)这一与肺腺癌(LUAD)相关的分子进行了广泛的生物信息学分析,以加强对这种疾病的早期检测和治疗方法:利用癌症基因组图谱(TCGA)数据库的数据集进行了生物信息学分析。我们采用了多种分析方法,如差异表达分析、Kaplan-Meier生存分析、临床病理分析、富集分析、利用检索相互作用基因/蛋白的搜索工具(STRING)数据库构建蛋白-蛋白相互作用(PPI)网络,以及利用TIMER对SOD1在LUAD中的表达进行免疫反应分析。我们还利用定量聚合酶链反应(qPCR)和 Western 印迹技术,通过体外实验进一步验证了 SOD1 在 LUAD 中的表达:结果:我们的研究结果表明,LUAD 组织中 SOD1 的表达水平明显高于健康组织。单变量 Cox 分析表明,SOD1 表达水平的升高与不利的总生存率(OS)有关。此外,多变量 Cox 回归分析表明,SOD1 表达水平的升高是不利 OS 的独立预后因子。我们还进行了基因本体(GO)和京都基因和基因组百科全书(KEGG)分析以及基因组富集分析(GSEA),观察到 SOD1 高表达患者的不同通路富集。此外,还发现了 SOD1 与免疫细胞浸润之间的相关性。体外实验证实,SOD1在LUAD中表达上调:结论:SOD1 可作为确诊 LUAD 患者的可靠预后指标。我们的研究结果可能对开发 LUAD 的治疗和预后标志物很有价值。SOD1在LUAD中的潜在临床应用还需要进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
期刊最新文献
Construction and validation of prognostic model for colorectal mucinous adenocarcinoma patients and identification of a new prognosis related gene FAM174B. Erratum: Identification of a ferroptosis-related gene signature for the prognosis of pediatric neuroblastoma. Establishment and validation of a prediction model for gastric cancer with perineural invasion based on preoperative inflammatory markers. Establishment and verification of a prognostic immune cell signature-based model for breast cancer overall survival. Exosomal AHSG in ovarian cancer ascites inhibits malignant progression of ovarian cancer by p53/FAK/Src signaling.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1