Application of multi-omics in systemic autoimmune rheumatic diseases: a bibliometric and visualization analysis

多组学在系统性自身免疫性风湿病中的应用:文献计量学和可视化分析

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Abstract

BACKGROUND: Multi-omics technologies have increasingly been applied to systemic autoimmune rheumatic diseases (SARDs), yet the global research landscape and thematic evolution of this field remain unclear. OBJECTIVE: This study intends to systematically review the application status and development trends of multi-omics technologies in SARDs research over the past two decades via bibliometric analysis, so as to guide future research directions. METHODS: Relevant English literatures on multi-omics application in SARDs were retrieved from the Web of Science Core Collection (WoSCC) database, covering the period from January 1, 2005, to Dec 31, 2025. Multi-omics was operationally defined as studies reporting integration of at least two omics layers in one investigation. After deduplication and visual screening, A total of 2576 documents (2072 research articles and 504 reviews) were included. Bibliometric and visual analyses were performed using CiteSpace, VOSviewer, Phthon and bibliometrix. R package.A complementary PubMed analysis was performed to validate thematic robustness and assess clinically oriented studies. RESULTS: Annual output increased from 11 publications in 2005 to 525 by 2025, with three developmental phases: exploratory (2005–2015), acceleration (2016–2020), and expansion (2021–2025). China (27%) and the United States (17.3%) accounting for 44.3% of total output. European countries demonstrated higher international collaboration rates (MCP% up to 39.2%). Core institutions included Harvard University and the University of California et al. Keyword and burst analyses indicated a thematic shift from proteomics and synovial fluid profiling to epigenetics and metabolomics, and most recently to single-cell RNA sequencing–driven immune cell differentiation research. Citation analysis revealed a centralized intellectual structure anchored in high-impact immunology and rheumatology journals. PubMed validation confirmed consistent growth patterns and thematic concentration on biomarker discovery and mechanistic studies. CONCLUSION: Multi-omics research in SARDs has progressed from bulk molecular characterization toward high-resolution immune cell–level investigation, with increasing emphasis on biomarker stratification and immune heterogeneity. By delineating developmental phases, global collaboration patterns, and thematic immunological shifts, this study provides a quantitative framework for evaluating the current maturity and future translational direction of multi-omics research in autoimmune diseases.

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