Evidence map›Paper›PMID 41890708›Full record

ArticleFrontiers in immunology2026

CCS-mediated mechanistic link between gestational diabetes mellitus and carpal tunnel syndrome: a multi-omics MR framework.

Rui Chen, Yu Zhang, Xiangbo Meng, Xingyu Ren, Teng Lv, Yihua Sun, Tao Chen

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Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Rui ChenDepartment of Reproductive Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Yu ZhangDepartment of Obstetrics and Gynaecology, The University of Qingdao, Qingdao, China.
Xiangbo MengDepartment of Obstetrics and Gynaecology, The University of Qingdao, Qingdao, China.
Xingyu RenDepartment of Obstetrics and Gynaecology, The University of Qingdao, Qingdao, China.
Teng LvDepartment of Gynaecology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Yihua SunDepartment of Ultrasound, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Tao ChenDepartment of Radiology, The University of Qingdao, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Carpal tunnel syndrome (CTS) is a common condition in pregnancy, yet reliable tools for identifying women at high risk-particularly those with gestational diabetes mellitus (GDM)-remain 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. Methods: 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. Results: 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-CTS 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. Conclusion: 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.

Indexed as

Carpal Tunnel SyndromeDiabetes, GestationalAnimalsFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansLinkage DisequilibriumMendelian Randomization AnalysisMiceMultiomicsPolymorphism, Single NucleotidePregnancyQuantitative Trait LociRisk FactorsBayesian colocalizationcarpal tunnel syndromegestational diabetes mellitusMendelian randomizationphenome-wide association study

Identifiers

PMID41890708
PMCPMC13012997

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.