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Skin eQTL-Cerebrospinal Fluid Metabolites-Keloid Axis: An Integrative Multi-Omics Mediation Mendelian Randomization
Jie Xu1, Mengqi Bai2, Tongyun Liu1
1Department of Dermatology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Chemical Biology & Drug Design
|June 24, 2026
Summary
This study identifies key genetic and metabolic factors influencing keloid disorder risk. It highlights how specific gene expression in skin and cerebrospinal fluid metabolites like sphingomyelin and SOPC causally impact keloid development.
Area of Science:
- Genetics and Molecular Biology
- Dermatology
- Metabolomics
Background:
- Keloids are complex fibroproliferative disorders with poorly understood genetic underpinnings.
- Excessive extracellular matrix deposition and recurrence are hallmarks of keloids.
- The interplay between genetic variations, molecular phenotypes, and keloid susceptibility requires elucidation.
Purpose of the Study:
- To identify causal pathways linking skin gene expression, cerebrospinal fluid (CSF) metabolites, and keloid susceptibility.
- To investigate the roles of specific genes and metabolites in keloid pathogenesis.
- To nominate potential therapeutic targets for keloid prevention and treatment.
Main Methods:
- Integrated GTEx skin expression quantitative trait loci (eQTL) data with GWAS statistics for 338 CSF metabolites.
- Employed a three-step Mendelian randomization (MR) framework using two independent European keloid GWAS datasets.
- Validated findings using bulk and single-cell RNA-sequencing, and in vitro cell experiments.
Main Results:
- Four CSF metabolites (sphingomyelin, SOPC, N-acetylarginine, X-23593) were causally associated with increased keloid risk.
- PARP14 was identified as an upstream risk gene, while ALDH2 emerged as a protective gene mediated by SOPC.
- Elevated PARP14 and reduced ALDH2 expression were localized to specific cell types involved in pro-fibrotic signaling.
Conclusions:
- A novel skin eQTL → CSF metabolite → cell-state axis in keloid pathogenesis was delineated.
- PARP14, ALDH2, and SOPC-linked lipid remodeling are implicated as key mechanisms in keloid formation.
- These findings nominate specific molecular players for further mechanistic study and potential therapeutic targeting in keloids.