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Published on: January 16, 2019
Integration of clinical and imaging data to predict death in hemodialysis patients
Antonio Bellasi1, Geoffrey A Block, Emiliana Ferramosca
1Nephrology, Dialysis, Hypertension Unit, Policlinico S.Orsola-Malpighi, Bologna, Italy.
Insights
A simple cardiovascular calcification index (CCI) effectively predicts all-cause mortality in hemodialysis patients. This tool aids in risk stratification for better patient management and outcomes.
Area of Science:
- Nephrology
- Cardiology
- Medical Imaging
Background:
- Coronary artery calcification is common in hemodialysis patients.
- Predicting mortality risk in this population is crucial for clinical management.
- Prior models showed success in predicting calcification presence and severity.
Purpose of the Study:
- To evaluate the ability of a previously developed model to predict all-cause death in hemodialysis patients.
- To assess the utility of the cardiovascular calcification index (CCI) for mortality risk stratification.
Main Methods:
- A cohort of 141 maintenance hemodialysis patients was followed for a median of 79 months.
- Patients were risk stratified using the cardiovascular calcification index (CCI), incorporating age, dialysis vintage, and valve/aorta calcification.
- All-cause mortality was recorded and analyzed in relation to the CCI.
Main Results:
- The CCI demonstrated a linear association with the risk of death.
- Each point increase in CCI was associated with a 12% unadjusted increase in hazard risk (P < 0.001).
- The association remained significant after adjusting for multiple clinical factors (HR 1.10; P = 0.03).
Conclusions:
- The cardiovascular calcification index (CCI) is a simple and effective tool for predicting all-cause mortality in hemodialysis patients.
- The CCI can be utilized for risk stratification, potentially improving clinical decision-making.
- This model integrates easily obtainable clinical and imaging data for prognostic assessment.
Abstract:
In a prior publication, we demonstrated that a model integrating clinical and simple imaging data predicted the presence and severity of coronary artery calcification in prevalent hemodialysis patients. Herein we report the ability of the same model to predict all-cause death. We assessed all-cause mortality in 141 consecutive maintenance hemodialysis patients from two dialysis centers followed for a median of 79 months from enrollment. Patients were risk stratified according to a simple cardiovascular calcification index (CCI) that included patient's age, dialysis vintage, calcification of the cardiac valves, and abdominal aorta. The mean patients' age was 55 ± 14 years. Abdominal aorta calcification was present in 57% of the patients, and 44% and 38% had aortic and mitral valve calcification, respectively. During follow-up, 75 deaths (93 deaths per 1000 person-years) were recorded. The CCI was linearly associated with risk of death, such that the unadjusted hazard risk (HR) increased by 12% for each point increase in CCI (P < 0.001). Further adjustments for age, sex, study center, diabetes mellitus, history of cardiovascular disease, hypertension, congestive heart failure, left ventricular hypertrophy, systolic, and diastolic blood pressure did not substantially change the strength of this association (HR 1.10; 95%CI: 1.00-1.21; P = 0.03). The CCI is a simple clinical model that can be used to risk stratify maintenance hemodialysis patients.
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