{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T21:41:28Z","timestamp":1773265288309,"version":"3.50.1"},"reference-count":62,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T00:00:00Z","timestamp":1773187200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Immunol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Carpal tunnel syndrome (CTS) is a common condition in pregnancy, yet reliable tools for identifying women at high risk\u2014particularly those with gestational diabetes mellitus (GDM)\u2014remain lacking. Although GDM shares metabolic features with type 2 diabetes, a recognised CTS risk factor, whether GDM itself causally increases CTS risk and through which molecular pathways has not been established.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We used linkage disequilibrium score regression and two-sample Mendelian randomization across FinnGen and UK Biobank to evaluate the genetic correlation and causal effect of GDM on CTS. To identify molecular mediators, we integrated CTS GWAS with whole-blood cis-eQTLs and plasma protein QTLs using summary-data MR and Bayesian colocalization. We then characterised trait specificity through phenome-wide MR and quantified mediation effects through two-step MR. Bulk RNA-seq of CTS tissue, single-cell RNA-seq of placental cell from women with and without GDM, murine histology and immunofluorescence, and molecular docking were used to delineate downstream mechanisms and therapeutic potential.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>GDM and CTS showed significant genetic correlation (rg = 0.219). Genetic liability to GDM causally increased CTS risk across discovery, replication, and female-only models, independent of other metabolic or pregnancy-related traits. Multi-omics integration identified CCS as the only gene supported at both eQTL and pQTL levels and revealed its strongest and most specific causal association with CTS. Mediation MR demonstrated that circulating CCS accounts for a substantial proportion of the GDM\u2013CTS effect. Transcriptomic, single-cell, and animal analyses confirmed a CCS-high, inflamed, and collagen-rich microenvironment in CTS, whereas docking analyses indicated that CCS-centred pathways are pharmacologically tractable.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>GDM exerts a causal effect on CTS, largely mediated through CCS-driven oxidative, immune, and fibrotic pathways. CCS emerges as a promising biomarker for risk stratification and a potential therapeutic target. These findings provide a mechanistic foundation for early CTS surveillance and personalised management in women with GDM, addressing an important unmet clinical need in perinatal care.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fimmu.2026.1766134","type":"journal-article","created":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T05:36:32Z","timestamp":1773207392000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["CCS-mediated mechanistic link between gestational diabetes mellitus and carpal tunnel syndrome: a multi-omics MR framework"],"prefix":"10.3389","volume":"17","author":[{"given":"Rui","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Reproductive Medicine, The Affiliated Hospital of Qingdao University","place":["Qingdao, Shandong, China"]},{"name":"Department of Obstetrics and Gynaecology, The University of Qingdao","place":["Qingdao, 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