Causal Effects of Inflammatory Proteins and Metabolites on Skin Soft Tissue Infections: Mendelian Randomization and Mediation Analysis.
- 1Department of Hematology, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China.
- 2Shaanxi Key Laboratory of Chiral Drug and Vaccine Adjuvants, Department of Pharmaceutical Chemistry and Analysis, School of Pharmacy, Fourth Military Medical University, Xi'an, People's Republic of China.
Abstract
Introduction
The pathogenesis of skin and soft tissue infections (SSTIs) remains incompletely understood, particularly regarding the causal relationships between circulating inflammatory proteins (CIPs), metabolites, and infection susceptibility. Mendelian randomization (MR) provides an approach to investigate potential causal associations while reducing confounding and reverse causation.Methods
We conducted a bidirectional two-sample MR study integrating proteomic and metabolomic data. Genetic instruments for 91 CIPs were obtained from a proteomic GWAS (14,824 participants), SSTI summary statistics were obtained from the FinnGen consortium (R10 release), and 1400 plasma metabolites were analyzed from the GWAS Catalog. The inverse-variance weighted (IVW) method was used as the primary analysis, with sensitivity analyses performed to evaluate robustness. MR-based mediation analysis was conducted to assess metabolite-mediated pathways.Results
Genetic evidence supported potential causal associations between six CIPs and SSTI risk. Higher genetically predicted IL-12B levels were associated with increased SSTI risk (OR = 1.036, 95% CI: 1.001-1.073, p = 0.044), whereas higher levels of CD40L (OR = 0.954, 95% CI: 0.914-0.996, p = 0.032), CX3CL1 (OR = 0.930, 95% CI: 0.869-0.996, p = 0.038), IL-10 (OR = 0.892, 95% CI: 0.842-0.946, p = 0.0001), IL-13 (OR = 0.935, 95% CI: 0.889-0.985, p = 0.012), and TNF-related activation-induced cytokine (OR = 0.952, 95% CI: 0.916-0.989, p = 0.011) were associated with reduced risk. Reverse MR showed no evidence of SSTI influencing these proteins. Mediation analysis identified an inconsistent mediation pathway involving the threonine-to-pyruvate ratio, which accounted for -7.79% (p = 0.028) of the total IL-10 protective association.Discussion
This study provides genetic evidence supporting potential roles of inflammatory proteins and metabolites in SSTI susceptibility and highlights a counteracting metabolic pathway related to IL-10. The findings expand understanding of host immunometabolic mechanisms underlying SSTI risk.Conclusion
Our findings provide genetic evidence supporting potential causal relationships between CIPs, metabolites, and SSTI susceptibility. Further functional studies are required to validate the identified immunometabolic pathways.
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BibTeX
@article{tang2026causal,
title = {{Causal Effects of Inflammatory Proteins and Metabolites on Skin Soft Tissue Infections: Mendelian Randomization and Mediation Analysis.}},
author = {Jie Tang and Yi Chen and Yueru Ji and Xiao Zhang and Weiwei Qin and Zhuo Wan},
journal = {Clinical, cosmetic and investigational dermatology},
year = {2026},
month = oct,
doi = {10.2147/ccid.s635002},
url = {https://europepmc.org/article/MED/42899187},
note = {CC BY-NC},
}
RIS
TY - JOUR
TI - Causal Effects of Inflammatory Proteins and Metabolites on Skin Soft Tissue Infections: Mendelian Randomization and Mediation Analysis.
AU - Jie Tang
AU - Yi Chen
AU - Yueru Ji
AU - Xiao Zhang
AU - Weiwei Qin
AU - Zhuo Wan
PY - 2026
DA - 2026/10/15
JO - Clinical, cosmetic and investigational dermatology
DO - 10.2147/ccid.s635002
UR - https://europepmc.org/article/MED/42899187
AB - Introduction The pathogenesis of skin and soft tissue infections (SSTIs) remains incompletely understood, particularly regarding the causal relationships between circulating inflammatory proteins (CIPs), metabolites, and infection susceptibility. Mendelian randomization (MR) provides an approach to investigate potential causal associations while reducing confounding and reverse causation.Methods We conducted a bidirectional two-sample MR study integrating proteomic and metabolomic data. Genetic instruments for 91 CIPs were obtained from a proteomic GWAS (14,824 participants), SSTI summary statistics were obtained from the FinnGen consortium (R10 release), and 1400 plasma metabolites were analyzed from the GWAS Catalog. The inverse-variance weighted (IVW) method was used as the primary analysis, with sensitivity analyses performed to evaluate robustness. MR-based mediation analysis was conducted to assess metabolite-mediated pathways.Results Genetic evidence supported potential causal associations between six CIPs and SSTI risk. Higher genetically predicted IL-12B levels were associated with increased SSTI risk (OR = 1.036, 95% CI: 1.001-1.073, p = 0.044), whereas higher levels of CD40L (OR = 0.954, 95% CI: 0.914-0.996, p = 0.032), CX3CL1 (OR = 0.930, 95% CI: 0.869-0.996, p = 0.038), IL-10 (OR = 0.892, 95% CI: 0.842-0.946, p = 0.0001), IL-13 (OR = 0.935, 95% CI: 0.889-0.985, p = 0.012), and TNF-related activation-induced cytokine (OR = 0.952, 95% CI: 0.916-0.989, p = 0.011) were associated with reduced risk. Reverse MR showed no evidence of SSTI influencing these proteins. Mediation analysis identified an inconsistent mediation pathway involving the threonine-to-pyruvate ratio, which accounted for -7.79% (p = 0.028) of the total IL-10 protective association.Discussion This study provides genetic evidence supporting potential roles of inflammatory proteins and metabolites in SSTI susceptibility and highlights a counteracting metabolic pathway related to IL-10. The findings expand understanding of host immunometabolic mechanisms underlying SSTI risk.Conclusion Our findings provide genetic evidence supporting potential causal relationships between CIPs, metabolites, and SSTI susceptibility. Further functional studies are required to validate the identified immunometabolic pathways.
SN - 1178-7015
ER -