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Clinical Utility in Adopting Race-free Kidney Donor Risk Index

Recent events of racial injustice prompted us to study potential impact of removing race from kidney donor risk index (KDRI) calculator. METHODS. We used Scientific Registry for Transplant Recipients data to analyze outcomes of 66 987 deceased-donor kidney transplants performed in the United States...

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Autores principales: Doshi, Mona D., Schaubel, Douglas E., Xu, Yuwen, Rao, Panduranga S., Sung, Randall S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208880/
https://www.ncbi.nlm.nih.gov/pubmed/35747522
http://dx.doi.org/10.1097/TXD.0000000000001343
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author Doshi, Mona D.
Schaubel, Douglas E.
Xu, Yuwen
Rao, Panduranga S.
Sung, Randall S.
author_facet Doshi, Mona D.
Schaubel, Douglas E.
Xu, Yuwen
Rao, Panduranga S.
Sung, Randall S.
author_sort Doshi, Mona D.
collection PubMed
description Recent events of racial injustice prompted us to study potential impact of removing race from kidney donor risk index (KDRI) calculator. METHODS. We used Scientific Registry for Transplant Recipients data to analyze outcomes of 66 987 deceased-donor kidney transplants performed in the United States between 2010 and 2016. Graft failure (GF) was defined as death or return to dialysis or requiring repeat transplant. We compared original KDRI and a race-free KDRI (Black donor coefficient zeroed out in the KDRI formula) with respect to recategorization of perceived GF risk (based on KDPI categories: ≤20, 21–34, 35–85, ≥86)‚ risk discrimination (using the C statistic) and predictive accuracy (using Brier score), and GF risk prediction (using Cox regression on time-to-GF). We used logistic regression to study the impact of donor race on discard probability. RESULTS. There were 10 949 (16.3% of recipients) GF, and 1893 (17% of GFs) were among recipients of kidneys from Black donors. The use of race-free KDRI resulted in reclassification of 49% of kidneys from Black donors into lower GF risk categories. The impact on GF risk discrimination was minimal, with a relative decrease in C statistic of 0.16% and a change in GF predictive accuracy of 0.07%. For a given recipient/donor combination, transplants from Black (compared with non-Black) donors are estimated to decrease predicted graft survival at 1-y by 0.3%–3%, and 5-y by 1%–6%. Kidneys from Black donors are significantly more likely to be discarded (odds ratio adjusted for KDRI except race = 1.24). We estimate that an equal discard probability for Black and non-Black donors would yield 70 additional kidney transplants annually from Black donors. CONCLUSIONS. Use of race-free KDRI did not impact GF risk discrimination or predictive accuracy and may lower discard of kidneys from Black donors. We recommend use of race-free KDRI calculator acknowledging the possibility of miscalculation of GF risk in small proportion of kidneys from Black donors.
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spelling pubmed-92088802022-06-22 Clinical Utility in Adopting Race-free Kidney Donor Risk Index Doshi, Mona D. Schaubel, Douglas E. Xu, Yuwen Rao, Panduranga S. Sung, Randall S. Transplant Direct Kidney Transplantation Recent events of racial injustice prompted us to study potential impact of removing race from kidney donor risk index (KDRI) calculator. METHODS. We used Scientific Registry for Transplant Recipients data to analyze outcomes of 66 987 deceased-donor kidney transplants performed in the United States between 2010 and 2016. Graft failure (GF) was defined as death or return to dialysis or requiring repeat transplant. We compared original KDRI and a race-free KDRI (Black donor coefficient zeroed out in the KDRI formula) with respect to recategorization of perceived GF risk (based on KDPI categories: ≤20, 21–34, 35–85, ≥86)‚ risk discrimination (using the C statistic) and predictive accuracy (using Brier score), and GF risk prediction (using Cox regression on time-to-GF). We used logistic regression to study the impact of donor race on discard probability. RESULTS. There were 10 949 (16.3% of recipients) GF, and 1893 (17% of GFs) were among recipients of kidneys from Black donors. The use of race-free KDRI resulted in reclassification of 49% of kidneys from Black donors into lower GF risk categories. The impact on GF risk discrimination was minimal, with a relative decrease in C statistic of 0.16% and a change in GF predictive accuracy of 0.07%. For a given recipient/donor combination, transplants from Black (compared with non-Black) donors are estimated to decrease predicted graft survival at 1-y by 0.3%–3%, and 5-y by 1%–6%. Kidneys from Black donors are significantly more likely to be discarded (odds ratio adjusted for KDRI except race = 1.24). We estimate that an equal discard probability for Black and non-Black donors would yield 70 additional kidney transplants annually from Black donors. CONCLUSIONS. Use of race-free KDRI did not impact GF risk discrimination or predictive accuracy and may lower discard of kidneys from Black donors. We recommend use of race-free KDRI calculator acknowledging the possibility of miscalculation of GF risk in small proportion of kidneys from Black donors. Lippincott Williams & Wilkins 2022-06-17 /pmc/articles/PMC9208880/ /pubmed/35747522 http://dx.doi.org/10.1097/TXD.0000000000001343 Text en Copyright © 2022 The Author(s). Transplantation Direct. Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Kidney Transplantation
Doshi, Mona D.
Schaubel, Douglas E.
Xu, Yuwen
Rao, Panduranga S.
Sung, Randall S.
Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title_full Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title_fullStr Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title_full_unstemmed Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title_short Clinical Utility in Adopting Race-free Kidney Donor Risk Index
title_sort clinical utility in adopting race-free kidney donor risk index
topic Kidney Transplantation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208880/
https://www.ncbi.nlm.nih.gov/pubmed/35747522
http://dx.doi.org/10.1097/TXD.0000000000001343
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