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Published on: July 5, 2022
Causal Risk Factors for Type 1 Diabetes in Mendelian Randomization Studies: A Systematic Review and Meta-Analysis
Mali Li1,2, Panting Shen1,2, Chao Liu1,2
1Department of Endocrinology, Genetics and Metabolism, Xi'an Children's Hospital, Xi'an, Shaanxi Province, 710003, People's Republic of China.
This study identified key genetic, metabolic, and microbial factors influencing Type 1 diabetes mellitus (T1DM) risk. Targeting immune pathways like IL2RA and TYK2, and modulating gut bacteria, may offer new T1DM prevention strategies.
Area of Science:
- Genetics and immunology
- Metabolomics
- Microbiome research
Background:
- Type 1 diabetes mellitus (T1DM) is an autoimmune disease with complex, incompletely understood pathogenesis.
- Mendelian randomization (MR) is a method to infer causality using genetic variants, minimizing confounding and reverse causation.
- Individual MR studies often face limitations due to small sample sizes and heterogeneous results.
Purpose of the Study:
- To systematically identify causal risk factors for T1DM using a large-scale meta-analysis of Mendelian randomization studies.
- To map the multi-omics causal risk landscape of T1DM for precision prevention and targeted interventions.
Main Methods:
- Systematic literature search following PRISMA 2020 guidelines across major databases (PubMed, Web of Science) from 2014-2025.
- Inclusion of 53 MR studies encompassing 243 distinct exposures.
- Application of random-effects models for effect size pooling, with heterogeneity assessed by Cochran's Q test and I² statistic, and bias controlled via Egger's regression and leave-one-out analysis.
Main Results:
- Identified protective effects for IL2RA (OR=0.22) and TYK2 (OR=0.61), and increased risk for IL6R (OR=1.98).
- Metabolites 3-phenylpropionic acid (OR=0.90) and cinnamoylglycine (OR=0.89) showed protective effects, while trimethylamine N-oxide (TMAO; OR=1.11) increased risk.
- Gut microbiota analysis revealed Prevotella 9 (OR=1.18) associated with increased risk and Bifidobacterium (OR=0.82) with protective effects; childhood obesity (OR=1.32) also increased risk.
Conclusions:
- This meta-analysis provides a comprehensive overview of multi-omics causal factors for T1DM.
- Targeting immune pathways (IL2RA, TYK2) and modulating gut microbiota are promising T1DM prevention strategies.
- Future research should focus on cross-ethnic validation and life-stage-specific interventions.
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