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Sex-Specific Basal Metabolic Rate and NAFLD Risk: The Multi-Population Observational and Mendelian Randomization
Chunyu Hu1, Yuanling Tao1, Laixi Zhang1
1Department of Health Management, The First Affiliated Hospital of Army Medical University (Southwest Hospital), Chongqing, 400038, People's Republic of China.
Diabetes, Metabolic Syndrome and Obesity : Targets and Therapy
|February 25, 2026
Summary
Higher basal metabolic rate (BMR) is a significant risk factor for non-alcoholic fatty liver disease (NAFLD). Sex differences in BMR-NAFLD associations were noted in Chinese populations, suggesting tailored management strategies for NAFLD.
Area of Science:
- Metabolic Health
- Hepatology
- Genetics
Background:
- The relationship between basal metabolic rate (BMR) and non-alcoholic fatty liver disease (NAFLD) requires further elucidation, especially concerning sex-specific variations.
- Population-specific analyses are crucial for understanding BMR's impact on NAFLD prevalence.
Purpose of the Study:
- To investigate the association between BMR and NAFLD across different populations.
- To explore potential sex differences in the BMR-NAFLD relationship.
- To determine the causal link between BMR and NAFLD using genetic data.
Main Methods:
- Analysis of health examination data from 30,845 Chinese individuals and 5,019 US adults (NHANES 2017-2020).
- Estimation of BMR using the Mifflin-St Jeor equation and statistical analysis including logistic regression and restricted cubic splines (RCS).
- Two-sample Mendelian randomization (MR) study utilizing genome-wide association studies (GWAS) data for BMR and NAFLD in European populations.
Main Results:
- A significant, dose-dependent association between higher BMR quartiles and increased odds of NAFLD was observed in the Chinese population.
- Sex differences in BMR-NAFLD associations were significant in the Chinese cohort (P for interaction <0.05) but not in the US cohort.
- Two-sample MR confirmed a causal effect of BMR on NAFLD with an odds ratio (OR) of 1.59 (95% CI: 1.24-2.03).
Conclusions:
- Elevated BMR is an independent and causally relevant risk factor for NAFLD.
- The findings highlight population-specific sex differences in the BMR-NAFLD relationship, particularly in the Chinese population.
- These results suggest the potential need for tailored management strategies for NAFLD based on population and sex.
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