Evidence map›Paper›PMID 42068367›Full record

ArticleCalcified tissue international2026

Dissecting Immune Mechanisms Underlying Sarcopenia Using Multi-omics Approaches.

Kaixi Ding, Wei Jiang, Ming Lei, Yongxiang Gao

Abstract read
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In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Kaixi Ding *School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China. jerryding21@stu.cdutcm.edu.cn.ORCID http://orcid.org/0000-0002-5273-1177
Wei Jiang *School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China.ORCID http://orcid.org/0000-0002-7492-640X
Ming LeiDepartment of Geriatrics, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China.ORCID http://orcid.org/0000-0001-9831-8700
Yongxiang GaoSchool of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China. drgaoyx@cdutcm.edu.cn.ORCID http://orcid.org/0000-0002-8927-378X

Funding

Individual Academic Research Project of the Hospital of Chengdu University of Traditional Chinese Medicine Grant No. 22JF148National Natural Science Foundation of China Grant No. 82274247
6 · The paper itself

Abstract

Sarcopenia is an age-related muscle disease, and its gene regulation in immune cells is not well understood. Using immune cell-specific single-cell expression quantitative trait loci (sc-eQTLs), genome-wide association studies (GWAS), and multi-omics data, we systematically explored their potential causal roles in sarcopenia. We integrated sc-eQTL and cis-eQTL data from whole blood and skeletal muscle, seven sarcopenia-related phenotypes GWAS summary statistics, and used a Muscle Function-Mass Genetic Structural Equation Model (MF-M GSEM), Mendelian randomization (MR), and Bayesian colocalization analyses to assess causal gene effects across 14 immune cell types, whole blood, and skeletal muscle. A two-step MR was then applied to explore mediation through common diseases and carnitine-related metabolites. Fourteen genes, including HLA-DRB1, HLA-C, and SLC22A5, showed significant causal effects on at least three sarcopenia phenotypes in one or more immune cell types (Bonferroni-adjusted P < 0.05; posterior probability for hypothesis 4 > 0.8). Heart failure, rheumatoid arthritis, and chronic kidney disease mediated the causal effects of sc-eQTLs for FNBP4, HLA-DRB1, HLA-C, and HLA-DQA1 on MF-M GSEM (P < 0.05). Isovalerylcarnitine (C5) mediated the causal effect of the cis-eQTL of SLC22A5 in skeletal muscle on MF-M GSEM, with a mediation proportion of 67.6% (FDR-adjusted P < 0.05). Our findings highlight that immune cell-specific expression of HLA-DRB1, HLA-C, SLC22A5, and FNBP4 contributes to the pathogenesis of sarcopenia, suggesting these genes as potential therapeutic targets and mechanistic entry points for future research.

Indexed as

SarcopeniaGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMultiomicsMuscle, SkeletalQuantitative Trait LociImmune cellsMediation analysisMendelian randomizationSarcopeniaSingle-cell expression quantitative trait loci

Identifiers

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Registered trials

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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.