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

Purpose: 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. Methods: 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. Results: 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 ( Conclusion: 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.