Related Experiment Video
Updated: May 25, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Candidacy for kidney transplantation of older adults
Morgan E Grams1, Lauren M Kucirka, Colleen F Hanrahan
1Departments of Medicine, School of Medicine, the Johns Hopkins University, Baltimore, Maryland, USA.
Objectives:
To develop a prediction model for kidney transplantation (KT) outcomes specific to older adults with end-stage renal disease (ESRD) and to use this model to estimate the number of excellent older KT candidates who lack access to KT.
Design:
Secondary analysis of data collected by the United Network for Organ Sharing and U.S. Renal Disease System.
Setting:
Retrospective analysis of national registry data.
Participants:
Model development: Medicare-primary older recipients (aged ≥ 65) of a first KT between 1999 and 2006 (N = 6,988). Model application: incident Medicare-primary older adults with ESRD between 1999 and 2006 without an absolute or relative contraindication to transplantation (N = 128,850).
Measurements:
Comorbid conditions were extracted from U.S. Renal Disease System Form 2728 data and Medicare claims.
Results:
The prediction model used 19 variables to estimate post-KT outcome and showed good calibration (Hosmer-Lemeshow P = .44) and better prediction than previous population-average models (P < .001). Application of the model to the population with incident ESRD identified 11,756 excellent older transplant candidates (defined as >87% predicted 3-year post-KT survival, corresponding to the top 20% of transplanted older adults used in model development), of whom 76.3% (n = 8,966) lacked access. It was estimated that 11% of these candidates would have identified a suitable live donor had they been referred for KT.
Conclusion:
A risk-prediction model specific to older adults can identify excellent KT candidates. Appropriate referral could result in significantly greater rates of KT in older adults.
Related Concept Videos
Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Kidney Transplant III: Nursing Management
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
Chronic Kidney Disease I: Introduction
Chronic Kidney Disease III: Interprofessional Care

