Related Experiment Video
Updated: Jul 9, 2026

Transplantation of Pancreatic Islets Into the Kidney Capsule of Diabetic Mice
Published on: October 31, 2007
Determinants of Cardiovascular Events After Simultaneous Pancreas Kidney Transplantation: A Retrospective Cohort
Steve Khalil1, Zahidul Mondal2, Neeraj Singh2
1Internal Medicine and Nephrology, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA.
Insights
Cardiovascular events after simultaneous pancreas-kidney transplants are linked to early kidney function. Lower estimated glomerular filtration rate (eGFR) in the first month post-transplant increases the risk of major adverse cardiovascular events (MACE).
Area of Science:
- Nephrology
- Cardiology
- Transplantation Immunology
Background:
- Simultaneous pancreas-kidney transplantation (SPK) offers metabolic and renal benefits.
- Cardiovascular complications are a significant cause of morbidity and mortality post-SPK.
- Factors influencing major adverse cardiovascular events (MACE) in SPK recipients require further characterization.
Purpose of the Study:
- To identify factors associated with post-transplant MACE in adult SPK recipients.
- To investigate the relationship between early kidney allograft function and cardiovascular outcomes.
- To evaluate the association of the triglyceride-glucose (TyG) index with MACE.
Main Methods:
- Retrospective cohort analysis of 80 adult SPK recipients (2018-2025).
- Primary endpoint: composite MACE (myocardial infarction, stroke, cardiovascular death, heart failure, arrhythmia).
- Multivariable logistic regression including one-month estimated glomerular filtration rate (eGFR) and kidney cold ischemic time.
Main Results:
- MACE occurred in 17.5% of recipients.
- Higher one-month eGFR was associated with lower odds of MACE (aOR 0.61 per 10 mL/min/1.73 m² increase; P=0.040).
- Longer kidney cold ischemic time showed a borderline association with MACE (aOR 1.28 per hour; P=0.057).
- The triglyceride-glucose index was not significantly associated with MACE.
Conclusions:
- Lower early kidney allograft function is associated with increased odds of post-transplant cardiovascular events in SPK recipients.
- The triglyceride-glucose index is not an independent predictor of MACE in this population.
- Findings are exploratory due to a limited number of events and require validation in larger cohorts.
Abstract:
Background Simultaneous pancreas-kidney transplantation (SPK) provides important metabolic and renal benefits, but cardiovascular complications remain a source of post-transplant morbidity and mortality. Factors associated with major adverse cardiovascular events (MACE) in contemporary SPK populations remain incompletely characterized. Methods We performed a single-center retrospective cohort analysis of 80 adult SPK recipients transplanted between 2018 and 2025. The primary endpoint was post-transplant MACE, defined as a composite of nonfatal myocardial infarction, nonfatal stroke, cardiovascular death, heart failure hospitalization, or clinically significant arrhythmia. MACE was evaluated as a binary outcome. The multivariable logistic regression model included one-month estimated glomerular filtration rate (eGFR) and kidney cold ischemic time. Results MACE occurred in 14 recipients (17.5%). Compared with recipients without MACE, those with MACE had more frequent post-transplant insulin use (P=0.013), longer kidney cold ischemic time (P=0.015), and higher donor body mass index (P=0.001). The triglyceride-glucose index was not significantly associated with MACE. In multivariable analysis, higher one-month eGFR was associated with lower odds of MACE (adjusted odds ratio, 0.61 per 10 mL/min/1.73 m² increase; 95% confidence interval (CI), 0.38-0.97; P=0.040). Kidney cold ischemic time showed a borderline association with MACE (adjusted odds ratio per hour, 1.28; 95% CI, 1.00-1.67; P=0.057). Model discrimination was modest, with an area under the curve of 0.68. Conclusions Among SPK transplant recipients, lower early kidney allograft function was associated with higher observed odds of post-transplant cardiovascular events. The triglyceride-glucose (TyG) index was not independently associated with MACE. Because few events occurred, these findings should be interpreted as exploratory and validated in larger studies.
Related Concept Videos
Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Diabetic Nephropathy
Chronic Kidney Disease I: Introduction