Related Experiment Video
Updated: Jun 1, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Incidence of cardiovascular events after kidney transplantation and cardiovascular risk scores: study protocol
Salvador Pita-Fernández1, Sonia Pértega-Díaz, Francisco Valdés-Cañedo
1Clinical Epidemiology and Biostatistics Unit, A Coruña Hospital, Hotel de Pacientes Planta, Spain. salvador.pita.fernandez@sergas.es
Insights
This study investigates cardiovascular disease (CVD) after kidney transplantation, identifying risk factors and evaluating prediction scores. It aims to develop a new CVD risk score for renal transplant recipients.
Area of Science:
- Nephrology
- Cardiology
- Transplantation Medicine
Background:
- Cardiovascular disease (CVD) is a leading cause of mortality post-renal transplantation.
- Both traditional and transplant-specific risk factors contribute to CVD development in kidney transplant recipients.
Purpose of the Study:
- Determine the incidence of post-transplant CVD in renal transplant recipients.
- Identify factors associated with post-transplant CVD.
- Evaluate existing cardiovascular risk scores (Framingham, REGICOR, SCORE, DORICA) for predicting post-transplant events.
- Develop a novel risk prediction score for CVD after kidney transplantation.
Main Methods:
- Prospective observational cohort study of 2059 renal transplants (1794 patients) in A Coruna Hospital, Spain (1981-2008).
- Data collected included donor/recipient characteristics, CKD-related and cardiovascular risk factors (pre- and post-transplant), biochemistry, and treatments.
- Follow-up events included patient/graft survival, rejection, and cardiovascular events (e.g., myocardial infarction, stroke, angina, heart failure).
- Competing risk survival methods, ARR, RRR, NNT, c-index, and ROC curves were used for analysis.
- A predictive nomogram for post-transplant CVD was developed.
Main Results:
- The study will establish the incidence of cardiovascular events in a large Spanish cohort of renal transplant recipients.
- It will confirm the association between traditional and transplant-specific risk factors and CVD.
- A new predictive score for CVD risk in these patients will be developed.
Conclusions:
- This research provides crucial data on post-transplant cardiovascular event incidence and associated risk factors.
- The findings will aid in refining CVD risk prediction and management strategies for kidney transplant recipients.
- A new predictive tool will be developed to improve patient outcomes.
Background:
Cardiovascular disease (CVD) is the major cause of death after renal transplantation. Not only conventional CVD risk factors, but also transplant-specific risk factors can influence the development of CVD in kidney transplant recipients. The main objective of this study will be to determine the incidence of post-transplant CVD after renal transplantation and related factors. A secondary objective will be to examine the ability of standard cardiovascular risk scores (Framingham, REGICOR, SCORE, and DORICA) to predict post-transplantation cardiovascular events in renal transplant recipients, and to develop a new score for predicting the risk of CVD after kidney transplantation.
Methods/Design:
Observational prospective cohort study of all kidney transplant recipients in the A Coruna Hospital (Spain) in the period 1981-2008 (2059 transplants corresponding to 1794 patients). The variables included will be: donor and recipient characteristics, chronic kidney disease-related risk factors, pre-transplant and post-transplant cardiovascular risk factors, routine biochemistry, and immunosuppressive, antihypertensive and lipid-lowering treatment. The events studied in the follow-up will be: patient and graft survival, acute rejection episodes and cardiovascular events (myocardial infarction, invasive coronary artery therapy, cerebral vascular events, new-onset angina, congestive heart failure, rhythm disturbances and peripheral vascular disease). Four cardiovascular risk scores were calculated at the time of transplantation: the Framingham score, the European Systematic Coronary Risk Evaluation (SCORE) equation, and the REGICOR (Registre Gironi del COR (Gerona Heart Registry)), and DORICA (Dyslipidemia, Obesity, and Cardiovascular Risk) functions. The cumulative incidence of cardiovascular events will be analyzed by competing risk survival methods. The clinical relevance of different variables will be calculated using the ARR (Absolute Risk Reduction), RRR (Relative Risk Reduction) and NNT (Number Needed to Treat). The ability of different cardiovascular risk scores to predict cardiovascular events will be analyzed by using the c index and the area under ROC curves. Based on the competing risks analysis, a nomogram to predict the probability of cardiovascular events after kidney transplantation will be developed.
Discussion:
This study will make it possible to determine the post-transplant incidence of cardiovascular events in a large cohort of renal transplant recipients in Spain, to confirm the relationship between traditional and transplant-specific cardiovascular risk factors and CVD, and to develop a score to predict the risk of CVD in these patients.
Related Concept Videos
Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Acute Kidney Injury IV: Diagnostic Studies and Prevention
Kidney Transplant III: Nursing Management
Cardiac Catheterization I: Pre-Procedure Overview
Acute Kidney Injury I: Introduction
