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ArticleClinical rheumatology2026

Association of lipid-based insulin resistance indices with rheumatoid arthritis prevalence: a cross-sectional study from NHANES 2007-2018.

Pengfei Fu, Hengchen Zhou, Yanfang Li, Yuqi Wang, Honglei Dou

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Article in Clinical rheumatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 authors.

Pengfei FuDepartment of Knee Joint Surgery, Beijing Tsinghua Chang Gung Hospital, Beijing, 102218, China.
Hengchen ZhouDepartment of Bone and Joint Trauma and Sports Medicine Center, Weifang Yidu Central Hospital, Weifang, 262500, China.
Yanfang LiDepartment of Emergency Surgery, Trauma Orthopedics, Weifang Yidu Central Hospital, Weifang, 262500, China.
Yuqi WangDepartment of Bone and Joint Trauma and Sports Medicine Center, Weifang Yidu Central Hospital, Weifang, 262500, China.
Honglei DouDepartment of Emergency Surgery, Trauma Orthopedics, Weifang Yidu Central Hospital, Weifang, 262500, China. douhonglei66@sina.com.ORCID http://orcid.org/0009-0001-8946-9942

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRheumatoid arthritis (RA) is a systemic autoimmune disease characterized by chronic inflammation. Growing evidence suggests a link between insulin resistance (IR) and RA. However, the association of specific lipid-based IR indices, such as the Mffm/I index (Metabolic Score for Insulin Sensitivity), with RA prevalence remains underexplored. This study aimed to investigate the associations of the Mffm/I index and the Quantitative Insulin Sensitivity Check Index (QUICKI) with the prevalence of RA in a large, nationally representative population.

methodsThis cross-sectional study utilized data from the National Health and Nutrition Examination Survey (NHANES) spanning 2007 to 2018. A total of 8,477 adult participants were included and categorized based on their RA status. The associations between Mffm/I, QUICKI (as both continuous variables and quartiles), and RA were evaluated using multivariable logistic regression models, adjusting for a comprehensive set of sociodemographic and clinical covariates. Results were presented as odds ratios (ORs) with 95% confidence intervals (CIs). Subgroup analyses, interaction tests, and mediation analyses were conducted to explore the consistency of these associations and the potential mediating role of obesity.

resultsOf the 8,477 participants, 549 (6.5%) reported a diagnosis of RA. After full adjustment for potential confounders, both the Mffm/I index and QUICKI demonstrated a significant inverse association with RA. In the fully adjusted model (Model 3), participants in the highest quartile (Q4) of Mffm/I had a 40% lower odds of RA (OR = 0.60, 95% CI: 0.45-0.79) compared to the lowest quartile (Q1). Similarly, the highest quartile of QUICKI was associated with a 28% lower odds of RA (OR = 0.72, 95% CI: 0.55-0.94). These negative associations were consistent across most predefined subgroups. Mediation analysis revealed that obesity significantly mediated the relationships, accounting for 43.87% of the total effect for Mffm/I and 51.04% for QUICKI.

conclusionThis study establishes a stable and robust inverse association between both the Mffm/I index and QUICKI and the prevalence of rheumatoid arthritis in the U.S. adult population. These findings highlight the potential role of insulin sensitivity in the pathophysiology of RA and suggest that obesity is a critical mediator in this relationship. These easily accessible indices may serve as valuable tools for risk assessment in clinical practice. Key Points • High insulin sensitivity is strongly associated with lower rheumatoid arthritis prevalence. • The novel lipid-based Mffm/I index is a robust indicator of RA prevalence. • Obesity mediates over 40% of the link between insulin resistance and RA. • Accessible insulin sensitivity indices may aid in clinical RA risk assessment.

Indexed as

Arthritis, RheumatoidInsulin ResistanceLipidsAdultAgedCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMiddle AgedNutrition SurveysObesityPrevalenceUnited StatesLipidsArthritisIndexInsulin ResistanceObesityRheumatoid Arthritis

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.