ArticleFrontiers in immunology2022
Systematic Evaluation of Rheumatoid Arthritis Risk by Integrating Lifestyle Factors and Genetic Risk Scores.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 14 citations in OpenAlex.
- Global temporal trends and projections of rheumatoid arthritis incidence among women of childbearing age: age-period-cohort analysis 2021.Clinical rheumatology · 2026Article
- Physical activity, genetic predisposition and the risk of rheumatoid arthritis: a prospective cohort study.Frontiers in sports and active living · 2026Article
- Intake of one-carbon metabolism nutrients and risk of rheumatoid arthritis: a prospective UK biobank cohort study.European journal of nutrition · 2025Article
- Association between life's essential 8 and risk of rheumatoid arthritis: a cross-sectional study.BMC rheumatology · 2025Article
- Poor sleep and high rheumatoid arthritis risk: Evidence from large UK Biobank cohort.PloS one · 2025Article
- Global, regional, and national burden and trends of rheumatoid arthritis among the elderly population: an analysis based on the 2021 Global Burden of Disease study.Frontiers in immunology · 2025Article
- Disease activity and fatigue in inflammatory arthritis patients with different dietary preferences: a retrospective exploratory cross-sectional study.Reumatologia · 2024Article
- Microbiota-dependent indole production stimulates the development of collagen-induced arthritis in mice.The Journal of clinical investigation · 2023Article
- Microbiota-dependent indole production is required for the development of collagen-induced arthritis.bioRxiv : the preprint server for biology · 2023Article
- The Integral Role of Diets Including Natural Products to Manage Rheumatoid Arthritis: A Narrative Review.Current issues in molecular biology · 2023Review
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
Background: Effective identification of high-risk rheumatoid arthritis (RA) individuals is still a challenge. Whether the combined effects of multiple previously reported genetic loci together with lifestyle factors can improve the prediction of RA risk remains unclear. Methods: Based on previously reported results and a large-scale Biobank dataset, we constructed a polygenic risk score (PRS) for RA to evaluate the combined effects of the previously identified genetic loci in both case-control and prospective cohorts. We then evaluated the relationships between several lifestyles and RA risk and determined healthy lifestyles. Then, the joint effects of healthy lifestyles and genetic risk on RA risk were evaluated. Results: We found a positive association between PRS and RA risk (OR = 1.407, 95% confidence interval (CI) = 1.354~1.463; HR = 1.316, 95% CI = 1.257~1.377). Compared with the low genetic risk group, the group with intermediate or high genetic risk had a higher risk (OR = 1.347, 95% CI = 1.213~1.496; HR = 1.246, 95% CI = 1.108~1.400) (OR = 2.169, 95% CI = 1.946~2.417; HR = 1.762, 95% CI = 1.557~1.995). After adjusting for covariates, we found protective effects of three lifestyles (no current smoking, regular physical activity, and moderate body mass index) on RA risk and defined them as healthy lifestyles. Compared with the individuals with low genetic risks and favorable lifestyles, those with high genetic risks and unfavorable lifestyles had as high as OR of 4.637 (95%CI = 3.767~5.708) and HR of 3.532 (95%CI = 2.799~4.458). Conclusions: In conclusion, the integration of PRS and lifestyles can improve the prediction of RA risk. High RA risk can be alleviated by adopting healthy lifestyles but aggravated by adopting unfavorable lifestyles.
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