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Updated: Jan 30, 2026

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Chronic Kidney Disease and the Adiposity Paradox: Valid or Confounded?
Susan L Ziolkowski1, Jin Long1, Joshua F Baker2
1Department of Medicine, Stanford University School of Medicine, Stanford, California.
Higher body fat is linked to lower mortality in chronic kidney disease (CKD) patients, especially those with less muscle. However, this association may be explained by weight loss, not obesity itself.
Area of Science:
- Nephrology
- Gerontology
- Public Health
Background:
- Obesity, often measured by Body Mass Index (BMI), is paradoxically associated with reduced mortality risk in individuals with Chronic Kidney Disease (CKD).
- Traditional obesity metrics like BMI and percent body fat (%BF) can be influenced by muscle mass, necessitating more precise measures.
- Fat Mass Index (FMI), derived from Dual-energy X-ray absorptiometry (DXA), offers a more accurate assessment of adiposity, independent of muscle mass.
Purpose of the Study:
- To compare the relationship between various obesity indicators (BMI, %BF, FMI) and mortality risk in CKD patients.
- To investigate whether muscle mass, inflammation, or prior weight loss modify the observed association between obesity and mortality in CKD.
Main Methods:
- Utilized data from 2,852 NHANES participants with CKD (1999-2006) linked to the National Death Index through 2011.
- Defined obesity using BMI, %BF, and DXA-derived FMI cut-offs.
- Employed Cox proportional hazards models to analyze the association between adiposity measures and mortality.
Main Results:
- Obesity, assessed by FMI (continuous and categorical), BMI, and %BF, was associated with lower mortality risk.
- The protective effect of obesity on mortality was diminished in individuals with higher muscle mass.
- The association between obesity and lower mortality was no longer significant after accounting for prior weight loss.
Conclusions:
- Higher fat mass, particularly in individuals with lower muscle mass, is linked to reduced mortality in CKD.
- Prior weight loss significantly confounds the apparent protective association of obesity with mortality in CKD.
- Inflammation did not appear to modify the relationship between obesity indicators and mortality in this cohort.
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