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Updated: May 4, 2026

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Heart rate variability is a predictor of mortality in chronic kidney disease: a report from the CRIC Study
Paul E Drawz1, Denise C Babineau, Carolyn Brecklin
1Division of Renal Diseases and Hypertension, University of Minnesota, Minneapolis, Minn., USA.
Insights
Low heart rate variability (HRV) is linked to risk factors in chronic kidney disease (CKD) patients. While not predicting renal or cardiovascular events, HRV (RMSSD) may independently predict all-cause mortality in CKD.
Area of Science:
- Nephrology
- Cardiology
- Physiology
Background:
- Low heart rate variability (HRV) is a known risk factor for adverse outcomes in the general population.
- Chronic kidney disease (CKD) patients often exhibit altered physiological parameters, including HRV.
Purpose of the Study:
- To identify factors associated with HRV in CKD patients.
- To evaluate the relationship between low HRV and clinical outcomes (renal, cardiovascular, and mortality) in CKD patients.
Main Methods:
- Utilized data from the Chronic Renal Insufficiency Cohort (CRIC) Study.
- Measured HRV using standard deviation of all R-R intervals (SDNN) and root mean square of successive differences between R-R intervals (RMSSD) from a 10-second electrocardiogram.
- Followed 3,245 participants for a median of 4.2 years to assess clinical outcomes.
Main Results:
- Lower HRV (SDNN and RMSSD) was associated with older age, lack of exercise, heart failure, elevated phosphorus and HbA1c, and lower estimated glomerular filtration rate.
- After adjustment, lower HRV (SDNN and RMSSD) was not significantly associated with renal or cardiovascular outcomes.
- A nonlinear relationship was observed between RMSSD and all-cause mortality, with increased risk at both low and high RMSSD values (p=0.04).
Conclusions:
- Multiple traditional risk factors for renal and cardiovascular diseases are associated with lower HRV in CKD patients.
- Low HRV is not an independent predictor of renal or cardiovascular outcomes in this cohort.
- HRV, specifically RMSSD, may serve as a novel and independent risk factor for all-cause mortality in patients with CKD.
Background/Aims:
Low heart rate variability (HRV) is a risk factor for adverse outcomes in the general population. We aimed to determine the factors associated with HRV and evaluate the association between low HRV and clinical outcomes in patients with chronic kidney disease (CKD).
Methods:
A 10-second electrocardiogram was obtained at baseline in the Chronic Renal Insufficiency Cohort (CRIC) Study. HRV was measured by the standard deviation of all R-R intervals (SDNN) and the root mean square of successive differences between R-R intervals (RMSSD).
Results:
In 3,245 CRIC participants with available baseline SDNN and RMSSD, lower HRV was associated with older age, lack of exercise, heart failure, elevated phosphorus and hemoglobin A1c, and low estimated glomerular filtration rate. After a median follow-up of 4.2 years, in fully adjusted models, lower HRV was not associated with renal [SDNN: hazard rate, HR = 0.96 (95% confidence interval, CI 0.88-1.05); RMSSD: HR = 0.97 (95% CI 0.88-1.07)] or cardiovascular outcomes [SDNN: HR = 1.02 (95% CI 0.92-1.13); RMSSD: HR = 1.00 (95% CI 0.90-1.10)]. There was a nonlinear relationship between RMSSD and all-cause mortality with increased risk with both low and high RMSSD (p = 0.04).
Conclusions:
In a large cohort of patients with CKD, multiple risk factors for renal and cardiovascular diseases were associated with lower HRV. Lower HRV was not associated with increased risk for renal or cardiovascular outcomes, but both low and high RMSSD were associated with increased risk for all-cause mortality. In conclusion, HRV measured by RMSSD may be a novel and independent risk factor for mortality in CKD patients.
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