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Updated: Jun 25, 2026

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Body mass index modifies the risk of cardiovascular death in proteinuric chronic kidney disease
Rudolf P Obermayr1, Christian Temml, Georg Gutjahr
13rd Medical Department, Donauspital im SMZ-OST, Medical Research Society DC Vienna, Medical University Vienna, Vienna, Austria.
Background:
In subjects with end-stage renal disease, a high body mass index (BMI) is inversely related to overall mortality, which has been coined reverse epidemiology phenomenon. This study sought to investigate this paradox as well as a possible risk modification by proteinuria on the relationship of BMI with earlier stages of chronic kidney disease (CKD) concerning cardiovascular mortality.
Methods:
We used the Vienna Health Screening Initiative, a longitudinal cohort study from 1990 to 2006, including 49 398 volunteers (49.9% women, age 20-89 years): n = 2487 showed mild CKD (proteinuria and GFR >60 ml/min/1.73 m(2)) and n = 392 showed moderate CKD (GFR = 30-59 ml/min/1.73 m(2)). The follow-up period was 5.5 +/- 4.2 years; n = 148 cardiovascular deaths occurred. Exposure variables were BMI, glomerular filtration rate (GFR) and proteinuria. Cox regression models on cardiovascular mortality with adjustment for age, sex, log(cholesterol/HDL), uric acid, smoking, glucose, diabetes, mean blood pressure, hypertension and antihypertensive drug use were fitted.
Results:
The risk factor paradox is shown in moderate CKD (GFR = 45 ml/min/1.73 m(2)): hazard ratios (HR) of BMI contrasts decreased consistently from 1.28 (95% CI 0.33-5.82) at BMI 20 kg/m(2) versus 25 kg/m(2) to 0.76 (95% CI 0.38-1.50) at BMI 30 kg/m(2) versus 25 kg/m(2) and to 0.58 (95% CI 0.13-2.64) at BMI 35 kg/m(2) versus 25 kg/m(2), thus showing an inverse relationship compared to mild CKD/healthy participants. Examining proteinuria as an effect modifier in this context showed that in moderate CKD (contrast: proteinuria versus no proteinuria) HR decreased more profoundly from 9.43 (95% CI 2.66-27.40) at BMI 25 kg/m(2) to 3.74 (95% CI 0.93-15.70) at BMI 30 kg/m(2) and to 1.95 (95% CI 0.37-22.30) at BMI 35 kg/m(2), and conversely in non-proteinuric subjects, hazards for cardiovascular mortality increased in underweight as well as in overweight/obese subjects in a U-shaped manner.
Conclusions:
Our results suggest that obese subjects with proteinuric CKD may not be counselled for weight reduction since a higher BMI was associated with a remarkably reduced risk of death.
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