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ORIGINAL RESEARCH article

Front. Nutr.

Sec. Clinical Nutrition

Association Between Weight-Adjusted Waist Index with Risk of Mortality and Disease Progression in Participants With Chronic Kidney Disease: A Prospective Study From the UK Biobank

Provisionally accepted
Chengkai  WuChengkai Wu1*Chuqing  PanChuqing Pan1Li  LiuLi Liu2Wenyuan  LiWenyuan Li2
  • 1Southern Medical University School of Public Health, Guangzhou, China
  • 2Southern Medical University Nanfang Hospital, Guangzhou, China

The final, formatted version of the article will be published soon.

Background: The weight-adjusted waist index (WWI), a novel metric reflecting central obesity, has shown potential as a predictor of adverse health outcomes. This study investigated the associations between WWI and all-cause mortality, cardiovascular disease (CVD) mortality, and the incidence of end-stage kidney disease (ESKD) among participants with chronic kidney disease (CKD), and further compared its predictive performance with that of conventional obesity indices. Methods: This prospective cohort study was conducted with data from the United Kingdom Biobank (UKB). Participants with CKD at baseline were included, while those with ESKD, missing data on WWI or other obesity indicators, or incomplete covariate information were excluded. Follow-up time was calculated from the baseline to the occurrence of disease diagnoses, surgical interventions, mortality or the censoring date (31 December 2021). CKD was diagnosed using baseline clinical data, and WWI was calculated as the waist circumference (WC, cm) divided by the square root of body weight (kg). Cox proportional hazards models and restricted cubic spline (RCS) analysis were employed to examine the associations between WWI and all outcomes. Receiver operating characteristic (ROC) curve analysis were conducted to compare the predictive performance of WWI, body mass index (BMI) and WC. Results: During a follow-up period of 269,858.2 person-years for 22,523 participants, 3,874 all-cause deaths, 786 CVD deaths and 823 ESKD events were recorded. WWI exhibited nonlinear association with all-cause mortality and ESKD incidence (P for nonlinear < 0.001), and linear association with CVD mortality (P for nonlinear=0.175). WWI values above the threshold (10.5 cm/√kg) showed significant positive associations with all outcomes (all P value <0.001). WWI demonstrated superior overall predictive performance compared with traditional obesity indicators, particularly in predicting all-cause mortality. Conclusion: These findings suggest that an elevated WWI is associated with an increased risk of all-cause mortality, CVD mortality and ESKD in patients with CKD, particularly in high WWI groups. Although WWI demonstrated statistically superior discriminatory performance compared with BMI and WC, its overall discriminative capacity remained modest. Accordingly, WWI may serve as a complementary anthropometric indicator for risk assessment in CKD, further studies are required to establish its clinical applicability.

Keywords: Chronic Kidney Disease, end-stage kidney disease, Mortality, UK Biobank, Weight-adjusted waist index

Received: 16 Jun 2025; Accepted: 13 Feb 2026.

Copyright: © 2026 Wu, Pan, Liu and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Chengkai Wu

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