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Updated: May 21, 2025

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Donor and Recipient Polygenic Risk Scores Influence Kidney Transplant Function
Kane E Collins1,2,3, Edmund Gilbert1,2, Vincent Mauduit4
1School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland.
Donor and recipient genetic risk scores for kidney function traits show a small, statistically significant association with kidney transplant graft function early after transplantation. However, this genetic influence is currently too small to have clinical applications in predicting transplant success.
Area of Science:
- Nephrology
- Genetics
- Transplantation Immunology
Background:
- Kidney transplant outcomes are influenced by various factors, but significant unexplained variability persists.
- Donor and recipient genetic predispositions may contribute to this variability in graft function.
Purpose of the Study:
- To investigate the association between polygenic risk scores (PRSs) for kidney function-related traits in donors and recipients and kidney transplant outcomes.
- To determine if PRSs explain any of the unexplained variability in graft function post-transplantation.
Main Methods:
- Assembled a cohort of 6,060 living and deceased kidney donor-recipient pairs.
- Calculated PRSs for kidney function-related traits in both donors and recipients.
- Assessed the association of PRSs with recipient estimated glomerular filtration rate (eGFR) at 1- and 5-year post-transplant and graft failure.
Main Results:
- Donor hypertension PRS, eGFR PRS, and intracranial aneurysm PRS, along with recipient eGFR PRS, were associated with 1-year post-transplant eGFR.
- PRSs cumulatively explained an additional 1% of variation in eGFR at both 1- and 5-year post-transplant, beyond clinical factors.
- No significant association was found between PRSs and long-term graft survival.
Conclusions:
- Donor and recipient PRSs demonstrate a small but statistically significant association with early graft function (1- and 5-year post-transplant eGFR).
- The current predictive power of PRSs for kidney transplant outcomes is limited and unlikely to have immediate clinical utility.
- Further research is needed to enhance PRS performance for potential clinical application in transplantation.
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