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Updated: Jul 16, 2025

An Adoptive Transfer Model of Rheumatoid Arthritis in Mice
Published on: June 6, 2025
Appraising causal risk and protective factors for rheumatoid arthritis
Aims:
Mendelian randomization (MR) is considered to overcome the bias of observational studies, but there is no current meta-analysis of MR studies on rheumatoid arthritis (RA). The purpose of this study was to summarize the relationship between potential pathogenic factors and RA risk based on existing MR studies.
Methods:
PubMed, Web of Science, and Embase were searched for MR studies on influencing factors in relation to RA up to October 2022. Meta-analyses of MR studies assessing correlations between various potential pathogenic factors and RA were conducted. Random-effect and fixed-effect models were used to synthesize the odds ratios of various pathogenic factors and RA. The quality of the study was assessed using the Strengthening the Reporting of Observational Studies in Epidemiology using Mendelian Randomization (STROBE-MR) guidelines.
Results:
A total of 517 potentially relevant articles were screened, 35 studies were included in the systematic review, and 19 studies were eligible to be included in the meta-analysis. Pooled estimates of 19 included studies (causality between 15 different risk factors and RA) revealed that obesity, smoking, coffee intake, lower education attainment, and Graves' disease (GD) were related to the increased risk of RA. In contrast, the causality contribution from serum mineral levels (calcium, iron, copper, zinc, magnesium, selenium), alcohol intake, and chronic periodontitis to RA is not significant.
Conclusion:
Obesity, smoking, education attainment, and GD have real causal effects on the occurrence and development of RA. These results may provide insights into the genetic susceptibility and potential biological pathways of RA.
Insights
Mendelian randomization studies reveal obesity, smoking, lower education, and Graves' disease increase rheumatoid arthritis (RA) risk. Other factors like coffee and minerals showed no significant causal link to RA.
Area of Science:
- Rheumatology
- Genetics
- Epidemiology
Background:
- Observational studies on rheumatoid arthritis (RA) risk factors are prone to bias.
- Mendelian randomization (MR) offers a method to infer causality and overcome biases in observational data.
- No previous meta-analysis has synthesized MR findings on RA risk factors.
Purpose of the Study:
- To conduct a meta-analysis of existing Mendelian randomization studies.
- To summarize the causal relationship between various potential risk factors and rheumatoid arthritis (RA).
Main Methods:
- Systematic literature search of PubMed, Web of Science, and Embase up to October 2022.
- Meta-analysis of 19 eligible MR studies using random-effect and fixed-effect models.
- Quality assessment of included studies using STROBE-MR guidelines.
Main Results:
- Obesity, smoking, lower education attainment, and Graves' disease (GD) were causally associated with increased RA risk.
- Coffee intake showed a potential association with increased RA risk.
- Serum mineral levels, alcohol intake, and chronic periodontitis did not demonstrate a significant causal link to RA.
Conclusions:
- Obesity, smoking, education attainment, and Graves' disease are confirmed as causal factors in RA development.
- Findings provide insights into genetic susceptibility and biological pathways of RA.
- Further research may elucidate mechanisms underlying these causal relationships.
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