Discordance between adiposity and FIB-4 risk classification in US adults.

Authors

Luyu Xie, Diego Anazco, Azucena Herrera Chancay, Sarah E Messiah, Jaime P Almandoz

Published in

Journal of diabetes and metabolic disorders. Volume 25. Issue 2. Pages 190. Epub Jul 08, 2026.

Abstract

The fibrosis-4 index (FIB-4) is a widely used noninvasive tool for fibrosis risk stratification, however, the relationship between adiposity and FIB-4-based risk classification remains unclear. We evaluated the associations between multiple measurements of adiposity and FIB-4 risk classification in a nationally representative sample of U.S. adults.
We analyzed data from 10,711 adults aged 35-65 years from the 2011-2018 NHANES. Examined anthropometric measures included body mass index (BMI), total body fat percentage (TBFP), waist circumference (WC), and waist-to-hip ratio (WH). We conducted logistic regression models to evaluate the association between anthropometric measurements and high-risk FIB-4 classification and to assess whether these associations differed by age group.
Most participants had low-risk FIB-4 scores (72.9%), followed by intermediate-risk (25.1%) and high-risk (2%). Individuals with low FIB-4 risk classification had higher BMI, TBFP and WC (p < 0.01). In interaction models, the inverse associations between adiposity measures and high-risk FIB-4 classifications varied by age group. Among adults aged 51-65 years, higher BMI and TBFP were associated with lower odds of high-risk FIB-4 classification, whereas these associations were not significant for adults aged 35-50 years.
Higher adiposity was associated with lower likelihood of high-risk FIB-4 classification. Age-stratified analyses suggested a potential discordance in the association between adiposity and FIB-4 risk classification across age groups. These findings suggest a potential discordance between adiposity-related metabolic risk and FIB-4-based risk classification, suggesting the need for age- and adiposity-informed risk assessment strategies for individuals at risk for hepatic fibrosis.

PMID:
42428029
Bibliographic data and abstract were imported from PubMed on 10 Jul 2026.

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