Metabolic subtypes and risk of mortality in normal weight, overweight, and obese individuals with CKD
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Published on: May 2, 2025
Lynae J Hanks1, Rikki M Tanner, Paul Muntner
1Departments of Medicine, , †Nutrition Sciences, , ‡Epidemiology, and , ¶Biostatistics, University of Alabama at Birmingham, Birmingham, Alabama; , §Department of Preventive Medicine, Loyola University, Maywood, Illinois, ‖Departments of Epidemiology and Medicine, Emory University, Atlanta, Georgia.
Insights
Higher body mass index (BMI) is linked to lower mortality in chronic kidney disease (CKD) patients. However, metabolic abnormalities may reduce this survival benefit, especially in metabolically unhealthy individuals.
Area of Science:
- Nephrology
- Cardiology
- Metabolic Health
Background:
- Higher body mass index (BMI) is paradoxically associated with lower mortality in individuals with chronic kidney disease (CKD).
- The role of cardiometabolic abnormalities in modulating this association remains unclear.
Purpose of the Study:
- To investigate whether cardiometabolic abnormalities influence the association between BMI and mortality in CKD patients.
- To examine the interplay between metabolic health, weight status, and mortality risk in individuals with CKD.
Main Methods:
- Analysis of 4374 CKD participants from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study.
- Categorization based on harmonized criteria for metabolic syndrome (metabolically healthy vs. unhealthy) and weight status (normal weight, overweight, obese).
- Use of Cox models to estimate hazard ratios (HR) for mortality.
Main Results:
- In metabolically healthy individuals, overweight (HR 0.68) and obese (HR 0.71) participants had lower mortality compared to normal weight individuals.
- No significant survival differences were observed among metabolically unhealthy overweight or obese individuals.
- The survival benefit of being overweight in metabolically healthy individuals persisted after adjusting for lifestyle, clinical, and kidney function markers (HR 0.74).
Conclusions:
- Metabolic abnormalities may attenuate the survival benefits associated with higher BMI in individuals with CKD.
- Maintaining metabolic health is crucial for realizing the potential survival advantages of higher BMI in CKD patients.
Background And Objectives:
Higher body mass index (BMI) is paradoxically associated with lower mortality in persons with CKD, but whether cardiometabolic abnormalities modulate this association is unclear.
Design, Setting, Participants, & Measurements:
Participants with CKD from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study (n=4374) were analyzed. The harmonized criteria for metabolic syndrome were used to define metabolic health, and participants were categorized into one of six mutually exclusive categories defined by combined measures of metabolic health (metabolically healthy, <3 criteria for metabolic syndrome; metabolically unhealthy, ≥3 criteria) and weight status (normal weight, BMI 18.5-24.9 kg/m(2); overweight, BMI 25-29.9 kg/m(2); obese, BMI ≥30 kg/m(2)). Cox models were used to estimate the hazard ratio (HR) of death as a function of each category.
Results:
A total of 683 deaths were observed over a mean 4.5 years of follow-up. In analyses adjusted for age, race, sex, and geographic region of residence, compared with metabolically healthy normal weight persons, the HRs of mortality in metabolically healthy overweight and obese persons were 0.68 (95% confidence interval [95% CI], 0.53 to 0.87) and 0.71 (95% CI, 0.51 to 0.98), respectively, whereas there were no statistically significant differences in survival among metabolically unhealthy overweight or obese individuals. After further adjustment for lifestyle, clinical and laboratory factors including markers of kidney function, the HR of mortality remained lower in metabolically healthy overweight individuals compared with metabolically healthy normal weight individuals (HR, 0.74; 95% CI, 0.57 to 0.96).
Conclusions:
Metabolic abnormalities may attenuate the magnitude and strength of survival benefits associated with higher BMI in individuals with CKD.
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