{"title":"Exploring the association between rheumatoid arthritis and non-small cell lung cancer risk: a transcriptomic and drug target-based analysis.","authors":"Lyubo Wang, Yuxian Dong, Qingcheng Yang, Siyun Liu, Bencheng Wu, Dahang Zhang, Shuai Shen, Chenjun Xin, Zurui Liu, Qiuyang Wu, Guojian Huang, Lincan Duan","doi":"10.1186/s41065-025-00396-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Non-small cell lung cancer (NSCLC) is a common subtype of lung cancer that has received considerable attention for its potential association with rheumatoid arthritis (RA). However, current understanding of the relationship between RA and NSCLC risk remains limited and in-depth studies of molecular mechanisms are lacking.</p><p><strong>Methods: </strong>We obtained transcriptomic data of NSCLC from the Gene Expression Omnibus (GEO) database and performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses of differential genes. We then used Mendelian randomisation (MR) analysis to explore the causal relationship between RA and NSCLC, but the results showed no direct causal relationship between RA and NSCLC. In light of this finding, we shifted our research focus to investigate the effect of RA therapeutics on NSCLC risk. A drug-targeted MR analysis of drugs available for the treatment of RA was performed by searching for drugs that target NSCLC differential genes associated with RA.</p><p><strong>Results: </strong>We found that several of the drugs corresponding to NSCLC differential genes associated with RA are used to treat RA. By drug-targeted MR analysis of drugs, we found that some drugs do have an effect on the risk of developing NSCLC, increasing the risk of developing NSCLC.</p><p><strong>Conclusion: </strong>This study employed transcriptomic analysis and MR of drug targets to elucidate the potential correlation between RA and the risk of developing NSCLC. The identification of NSCLC differentially expressed genes associated with RA and their drug targets has provided new perspectives for an in-depth understanding of the pathogenesis of NSCLC. Furthermore, an additional immune infiltration analysis demonstrated that, in NSCLC tissues, the infiltration levels of specific immune cell subpopulations, including regulatory T cells (Tregs), activated natural killer cells (NK cells) and unpolarised macrophages (M0), exhibited notable differences. These findings emphasise the significant role that immune cell interactions between RA and NSCLC may play in disease progression. Furthermore, through the analysis of validation histology, we have further confirmed the potential role of differential genes associated with RA in the development of NSCLC. The expression levels of these genes demonstrated significant differences in NSCLC samples, providing a basis for possible future therapeutic targets and biomarkers.</p>","PeriodicalId":12862,"journal":{"name":"Hereditas","volume":"162 1","pages":"28"},"PeriodicalIF":2.5000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11866852/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hereditas","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s41065-025-00396-6","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Non-small cell lung cancer (NSCLC) is a common subtype of lung cancer that has received considerable attention for its potential association with rheumatoid arthritis (RA). However, current understanding of the relationship between RA and NSCLC risk remains limited and in-depth studies of molecular mechanisms are lacking.
Methods: We obtained transcriptomic data of NSCLC from the Gene Expression Omnibus (GEO) database and performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses of differential genes. We then used Mendelian randomisation (MR) analysis to explore the causal relationship between RA and NSCLC, but the results showed no direct causal relationship between RA and NSCLC. In light of this finding, we shifted our research focus to investigate the effect of RA therapeutics on NSCLC risk. A drug-targeted MR analysis of drugs available for the treatment of RA was performed by searching for drugs that target NSCLC differential genes associated with RA.
Results: We found that several of the drugs corresponding to NSCLC differential genes associated with RA are used to treat RA. By drug-targeted MR analysis of drugs, we found that some drugs do have an effect on the risk of developing NSCLC, increasing the risk of developing NSCLC.
Conclusion: This study employed transcriptomic analysis and MR of drug targets to elucidate the potential correlation between RA and the risk of developing NSCLC. The identification of NSCLC differentially expressed genes associated with RA and their drug targets has provided new perspectives for an in-depth understanding of the pathogenesis of NSCLC. Furthermore, an additional immune infiltration analysis demonstrated that, in NSCLC tissues, the infiltration levels of specific immune cell subpopulations, including regulatory T cells (Tregs), activated natural killer cells (NK cells) and unpolarised macrophages (M0), exhibited notable differences. These findings emphasise the significant role that immune cell interactions between RA and NSCLC may play in disease progression. Furthermore, through the analysis of validation histology, we have further confirmed the potential role of differential genes associated with RA in the development of NSCLC. The expression levels of these genes demonstrated significant differences in NSCLC samples, providing a basis for possible future therapeutic targets and biomarkers.
背景:非小细胞肺癌(NSCLC)是一种常见的肺癌亚型,因其与类风湿关节炎(RA)的潜在关联而受到广泛关注。然而,目前对RA与NSCLC风险之间关系的了解仍然有限,缺乏对分子机制的深入研究。方法:从Gene Expression Omnibus (GEO)数据库中获取NSCLC的转录组学数据,对差异基因进行基因本体(GO)和京都基因与基因组百科全书(KEGG)分析。然后,我们使用孟德尔随机化(MR)分析来探索RA和NSCLC之间的因果关系,但结果显示RA和NSCLC之间没有直接的因果关系。鉴于这一发现,我们将研究重点转移到类风湿关节炎治疗对NSCLC风险的影响。通过寻找靶向与RA相关的NSCLC差异基因的药物,对可用于治疗RA的药物进行药物靶向MR分析。结果:我们发现几种与RA相关的NSCLC差异基因对应的药物可用于治疗RA。通过药物靶向MR分析,我们发现一些药物确实对NSCLC的发生风险有影响,增加了NSCLC的发生风险。结论:本研究通过转录组学分析和药物靶点MR来阐明RA与NSCLC发生风险之间的潜在相关性。发现与RA相关的NSCLC差异表达基因及其药物靶点,为深入了解NSCLC的发病机制提供了新的视角。此外,一项额外的免疫浸润分析表明,在非小细胞肺癌组织中,特定免疫细胞亚群的浸润水平,包括调节性T细胞(Tregs)、活化的自然杀伤细胞(NK细胞)和未极化的巨噬细胞(M0),表现出显著差异。这些发现强调了类风湿关节炎和非小细胞肺癌之间的免疫细胞相互作用可能在疾病进展中发挥重要作用。此外,通过验证组织学分析,我们进一步证实了与RA相关的差异基因在NSCLC发展中的潜在作用。这些基因的表达水平在NSCLC样本中表现出显著差异,为未来可能的治疗靶点和生物标志物提供了基础。
HereditasBiochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍:
For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.