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Updated: Mar 25, 2026

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Body mass index and causes of death in chronic kidney disease
Sankar D Navaneethan1, Jesse D Schold2, Susana Arrigain2
1Section of Nephrology, Department of Medicine, Selzman Institute for Kidney Health, Baylor College of Medicine, Houston, Texas, USA; Section of Nephrology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA.
Insights
In chronic kidney disease (CKD), higher body mass index (BMI) is linked to reduced mortality risk from cardiovascular, malignancy, and other causes. Overweight and obese individuals with CKD showed a lower risk of death across various causes.
Area of Science:
- Nephrology
- Epidemiology
- Public Health
Background:
- Higher body mass index (BMI) in chronic kidney disease (CKD) patients is linked to lower overall mortality.
- Specific causes of death across the BMI spectrum in CKD patients remain unclear.
- Understanding these associations is crucial for risk stratification and management.
Purpose of the Study:
- To investigate the relationship between BMI and cause-specific mortality in a large cohort of CKD patients.
- To define the association between various BMI categories and cardiovascular, malignancy, and noncardiovascular/nonmalignancy-related deaths.
- To identify potential protective effects of higher BMI within the CKD population.
Main Methods:
- Retrospective analysis of 54,506 CKD patients (91.5% stage 3 CKD) from an institutional electronic medical record registry.
- Utilized Cox proportional hazards and competing risks regression models to assess mortality risks.
- Examined associations between BMI ranges (normal, overweight, obesity classes 1-3) and specific causes of death over a median follow-up of 3.7 years.
Main Results:
- An inverted J-shaped association was observed between BMI and cardiovascular, malignancy, and noncardiovascular/nonmalignancy-related deaths.
- Overweight (BMI 25-29.9 kg/m²), class 1 (30-34.9 kg/m²), and class 2 (35-39.9 kg/m²) obesity were associated with a lower risk of all-cause mortality compared to normal BMI (18.5-24.9 kg/m²).
- BMI >40 kg/m² did not show an association with cardiovascular or noncardiovascular/nonmalignancy deaths.
Conclusions:
- In CKD patients, being overweight or having class 1 or 2 obesity is associated with a reduced risk of death from cardiovascular, malignancy, and other causes compared to normal BMI.
- These findings suggest a complex relationship between adiposity and mortality in CKD.
- Further research into other measures of adiposity and their impact on CKD outcomes is warranted.
Abstract:
In chronic kidney disease (CKD), a higher body mass index (BMI) is associated with a lower risk for death, but cause-specific death details are unknown across the BMI range. To define this, we studied 54,506 patients with CKD (stage 3 CKD- [91.5%]) from an institutional electronic medical record based-registry. We examined the associations among various causes of death (cardiovascular-, malignancy- and noncardiovascular/nonmalignancy-related deaths) across the BMI range using Cox proportional hazards and competing risks regression models. During a median follow-up of 3.7 years, 14,518 patients died. In the multivariable model, an inverted J-shaped association was noted between BMI and cardiovascular-related, malignancy-related, and noncardiovascular/nonmalignancy-related deaths. Similar associations were noted for BMI 25-29.9, 30-34.9, and 35-39.9 kg/m(2) categories. A BMI >40 kg/m(2) was not associated with cardiovascular-related and noncardiovascular/nonmalignancy-related deaths in CKD. Sensitivity analyses yielded similar results even after adjusting for proteinuria and excluding diabetes and hypertension from the models. In CKD, compared with a BMI of 18.5-24.9 kg/m(2), those who are overweight, with class 1 and 2 obesity have a lower risk for cardiovascular-related, malignancy-related, and noncardiovascular/nonmalignancy-related deaths. Future studies should examine the associations of other measures of adiposity with outcomes in CKD.
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