{"title":"Molecular insights into the causal role of TG/IDL in rheumatoid arthritis: Integrating Mendelian randomization and single-cell RNA sequencing.","authors":"Qing Meng, BiYong Deng, Ding Liu","doi":"10.1016/j.lfs.2025.123883","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims: </strong>Triglycerides in intermediate-density lipoproteins (TG/IDL) have been implicated in rheumatoid arthritis (RA) pathogenesis, but their causal relationship and underlying molecular mechanisms remain unclear. This study integrates Mendelian randomization (MR) and single-cell RNA sequencing (scRNA-seq) to identify key genes mediating the link between TG/IDL and RA.</p><p><strong>Materials and methods: </strong>GWAS datasets and MR analysis were utilized to establish TG/IDL as a risk factor for RA. scRNA-seq of RA synovial tissue was conducted to examine cellular heterogeneity and identify differentially expressed genes (DEGs). Integration of MR and scRNA-seq data pinpointed key genes, which were validated through functional studies in collagen-induced arthritis (CIA) mouse models and fibroblast-like synoviocyte (FLS) cultures.</p><p><strong>Key findings: </strong>MR analysis confirmed TG/IDL as a risk factor for RA (OR = 1.001, p = 0.027). scRNA-seq identified seven distinct cell types and highlighted ABCA1, PLTP, and GAS6 as key genes. Overexpression of these genes in CIA mice and FLS cultures reduced inflammation, suppressed cell migration, and inhibited signaling pathways (p65, MAPK, JNK), validating their therapeutic potential.</p><p><strong>Significance: </strong>This study establishes a molecular link between TG/IDL and RA, identifies novel therapeutic targets, and provides insights into lipid metabolism's role in RA, paving the way for innovative treatment strategies.</p>","PeriodicalId":18122,"journal":{"name":"Life sciences","volume":" ","pages":"123883"},"PeriodicalIF":5.1000,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Life sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.lfs.2025.123883","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/5 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
Aims: Triglycerides in intermediate-density lipoproteins (TG/IDL) have been implicated in rheumatoid arthritis (RA) pathogenesis, but their causal relationship and underlying molecular mechanisms remain unclear. This study integrates Mendelian randomization (MR) and single-cell RNA sequencing (scRNA-seq) to identify key genes mediating the link between TG/IDL and RA.
Materials and methods: GWAS datasets and MR analysis were utilized to establish TG/IDL as a risk factor for RA. scRNA-seq of RA synovial tissue was conducted to examine cellular heterogeneity and identify differentially expressed genes (DEGs). Integration of MR and scRNA-seq data pinpointed key genes, which were validated through functional studies in collagen-induced arthritis (CIA) mouse models and fibroblast-like synoviocyte (FLS) cultures.
Key findings: MR analysis confirmed TG/IDL as a risk factor for RA (OR = 1.001, p = 0.027). scRNA-seq identified seven distinct cell types and highlighted ABCA1, PLTP, and GAS6 as key genes. Overexpression of these genes in CIA mice and FLS cultures reduced inflammation, suppressed cell migration, and inhibited signaling pathways (p65, MAPK, JNK), validating their therapeutic potential.
Significance: This study establishes a molecular link between TG/IDL and RA, identifies novel therapeutic targets, and provides insights into lipid metabolism's role in RA, paving the way for innovative treatment strategies.
期刊介绍:
Life Sciences is an international journal publishing articles that emphasize the molecular, cellular, and functional basis of therapy. The journal emphasizes the understanding of mechanism that is relevant to all aspects of human disease and translation to patients. All articles are rigorously reviewed.
The Journal favors publication of full-length papers where modern scientific technologies are used to explain molecular, cellular and physiological mechanisms. Articles that merely report observations are rarely accepted. Recommendations from the Declaration of Helsinki or NIH guidelines for care and use of laboratory animals must be adhered to. Articles should be written at a level accessible to readers who are non-specialists in the topic of the article themselves, but who are interested in the research. The Journal welcomes reviews on topics of wide interest to investigators in the life sciences. We particularly encourage submission of brief, focused reviews containing high-quality artwork and require the use of mechanistic summary diagrams.