Association between weight-adjusted waist index and C-reactive protein in adults: A population-based study

The weight-adjusted waist index (WWI) and C-reactive protein (CRP) have been independently associated with multiple chronic conditions. Given that central adiposity drives systemic inflammation, and WWI serves as a novel marker of central obesity, WWI may be associated with CRP levels. However, evidence on this relationship remains limited. This study aimed to explore the association between WWI and CRP in a nationally representative sample of US adults. This cross-sectional study included 8495 participants from the National Health and Nutrition Examination Survey. Weighted multiple regression and subgroup analyses were conducted to assess the association between WWI and CRP, adjusting for potential confounders. Generalized additive models and 2-piecewise linear regression were used to explore nonlinear relationships. After adjusting for potential confounders, a positive association was observed between WWI and CRP (β = 1.060, 95% confidence interval [CI] = 0.652-1.468). Subgroup analyses further revealed a significant positive association, particularly among participants with coronary heart disease (β = 4.357, 95% CI = 1.461-7.253), diabetes mellitus (β = 2.282, 95% CI = 1.031-3.532), or heavy drinking (β = 1.728, 95% CI = 0.758-2.698), as well as in non-Hispanic Black individuals (β = 1.650, 95% CI = 0.949-2.351). Nonlinear relationships were observed in current smokers and adults aged 20 to 60 years, with inflection points at 12.349 cm/√kg and 11.514 cm/√kg, respectively. The results indicate that higher WWI above the identified thresholds was associated with elevated CRP levels, particularly among current smokers and adults aged 20 to 60 years. These findings suggest that WWI may serve as a simple anthropometric indicator for identifying individuals with increased inflammatory risk. Further prospective studies are needed to validate these findings.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-05-22
DOI
https://doi.org/10.1097/md.0000000000049044
Primary Topic
Adipokines, Inflammation, and Metabolic Diseases
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between weight-adjusted waist index and C-reactive protein in adults: A population-based study

Haifeng Miao, Qiaoli Liu, Piao Hu, F Wu et al.
Medicine
Adipokines, Inflammation, and Metabolic Diseases
article

Association between weight-adjusted waist index and C-reactive protein in adults: A population-based study

Haifeng Miao, Qiaoli Liu, Piao Hu, F Wu, Changcai Wu, Caifeng Gu, Xiaofeng Zhang
article en

Abstract

The weight-adjusted waist index (WWI) and C-reactive protein (CRP) have been independently associated with multiple chronic conditions. Given that central adiposity drives systemic inflammation, and WWI serves as a novel marker of central obesity, WWI may be associated with CRP levels. However, evidence on this relationship remains limited. This study aimed to explore the association between WWI and CRP in a nationally representative sample of US adults. This cross-sectional study included 8495 participants from the National Health and Nutrition Examination Survey. Weighted multiple regression and subgroup analyses were conducted to assess the association between WWI and CRP, adjusting for potential confounders. Generalized additive models and 2-piecewise linear regression were used to explore nonlinear relationships. After adjusting for potential confounders, a positive association was observed between WWI and CRP (β = 1.060, 95% confidence interval [CI] = 0.652-1.468). Subgroup analyses further revealed a significant positive association, particularly among participants with coronary heart disease (β = 4.357, 95% CI = 1.461-7.253), diabetes mellitus (β = 2.282, 95% CI = 1.031-3.532), or heavy drinking (β = 1.728, 95% CI = 0.758-2.698), as well as in non-Hispanic Black individuals (β = 1.650, 95% CI = 0.949-2.351). Nonlinear relationships were observed in current smokers and adults aged 20 to 60 years, with inflection points at 12.349 cm/√kg and 11.514 cm/√kg, respectively. The results indicate that higher WWI above the identified thresholds was associated with elevated CRP levels, particularly among current smokers and adults aged 20 to 60 years. These findings suggest that WWI may serve as a simple anthropometric indicator for identifying individuals with increased inflammatory risk. Further prospective studies are needed to validate these findings.

MedicineVol. 105(21)
Wenzhou Medical University (CN), Heze Municipal Hospital (CN), The First People's Hospital of Xiaoshan District, Hangzhou (CN)
Zero hunger
Openalex Percentile: Top 5%
Adipokines, Inflammation, and Metabolic Diseases
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.