ArticleLipids in health and disease2025
Association of weight-adjusted waist index with all-cause and cardiovascular disease mortality among rheumatoid arthritis population: a cohort study from the NHANES 1999-2018.
Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.
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Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Dose-response analysis between weight-adjusted waist index and all-cause and cardiovascular mortality: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- Interpretable Machine Learning Framework for Predicting Major Adverse Cardiovascular Events in Rheumatoid Arthritis Using Electronic Health Records: Multicenter Cohort Study.JMIR formative research · 2026Article
- Cumulative inflammatory burden of metal mixtures is associated with central obesity, cardiovascular disease, and mortality: findings from NHANES.Frontiers in cell and developmental biology · 2026Article
- Association of weight-adjusted waist index with all-cause and cardiovascular mortality in patients with metabolic dysfunction-associated steatotic liver disease: a national population-based cohort study.BMC cardiovascular disorders · 2025Article
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Authors and funding
8 authors.
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Abstract
backgroundRheumatoid arthritis (RA) represents a pressing global health challenge. While obesity is a controllable risk factor for RA patients, traditional body measurements like body mass index (BMI) have shown limitations in assessing risk. The weight-adjusted waist index (WWI), a new measurement method, provides better insight into belly fat distribution patterns. This research seeks to understand how WWI relates to both all-cause mortality and cardiovascular disease (CVD) mortality in people with RA.
methodsResearchers conducted a longitudinal analysis examining participants diagnosed with RA using data from the National Health and Nutrition Examination Survey (NHANES) spanning 1999-2018. The study introduced a novel anthropometric measure, WWI, by dividing the waist circumference (WC) measurement by the body weight's square root. The main outcomes of this study were all-cause mortality and cardiovascular mortality. The research team employed several statistical approaches: multivariable Cox proportional hazards models, restricted cubic spline (RCS) analysis, and survival assessment through Kaplan-Meier (KM) analysis. The investigation accounted for confounding factors and incorporated both subgroup and sensitivity analyses to ensure result reliability. To evaluate the effectiveness of different indicators in predicting mortality, we conducted receiver operating characteristic (ROC) analyses.
resultsThis investigation encompassed 2,564 qualified participants with 102 months as the median follow-up duration. Analysis using a fully adjusted statistical model demonstrated that mortality risk exhibited a progressive increase corresponding to elevated WWI values. RCS analysis revealed two distinct patterns: the relationship between WWI and all-cause mortality followed an inverted-U configuration, whereas cardiovascular mortality demonstrated a linear association with WWI. Survival analysis indicated that RA patients with lower WWI measurements demonstrated markedly improved survival outcomes. Further statistical testing through both sensitivity and subgroup analyses confirmed that these relationships remained robust across different population demographics. ROC curve analysis demonstrated that WWI surpasses both BMI and WC in predicting mortality among RA patients.
conclusionsThe study revealed that elevated WWI levels corresponded with increased all-cause and CVD mortality, suggesting its utility as a prognostic indicator in this population.
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