Use of the Living Kidney Donor Profile Index in the Canadian Kidney Transplant Recipient Population: A Validation Study. (February 2020)
- Record Type:
- Journal Article
- Title:
- Use of the Living Kidney Donor Profile Index in the Canadian Kidney Transplant Recipient Population: A Validation Study. (February 2020)
- Main Title:
- Use of the Living Kidney Donor Profile Index in the Canadian Kidney Transplant Recipient Population: A Validation Study
- Authors:
- Shantier, Mohamed
Li, Yanhong
Ashwin, Monika
Famure, Olsegun
Singh, Sunita K. - Abstract:
- Background: The Living Kidney Donor Profile Index (LKDPI) was derived in a cohort of kidney transplant recipients (KTR) from the United States to predict the risk of total graft failure. There are important differences in patient demographics, listing practices, access to transplantation, delivery of care, and posttransplant mortality in Canada as compared with the United States, and the generalizability of the LKDPI in the Canadian context is unknown. Objective: The purpose of this study was to externally validate the LKDPI in a large contemporary cohort of Canadian KTR. Design: Retrospective cohort validation study. Setting: Toronto General Hospital, University Health Network, Toronto, Ontario, Canada Patients: A total of 645 adult (≥18 years old) living donor KTR between January 1, 2006 and December 31, 2016 with follow-up until December 31, 2017 were included in the study. Measurements: The predictive performance of the LKDPI was evaluated. The outcome of interest was total graft failure, defined as the need for chronic dialysis, retransplantation, or death with graft function. Methods: The Cox proportional hazards model was used to examine the relation between the LKDPI and total graft failure. The Cox proportional hazards model was also used for external validation and performance assessment of the model. Discrimination and calibration were used to assess model performance. Discrimination was assessed using Harrell's C statistic and calibration was assessedBackground: The Living Kidney Donor Profile Index (LKDPI) was derived in a cohort of kidney transplant recipients (KTR) from the United States to predict the risk of total graft failure. There are important differences in patient demographics, listing practices, access to transplantation, delivery of care, and posttransplant mortality in Canada as compared with the United States, and the generalizability of the LKDPI in the Canadian context is unknown. Objective: The purpose of this study was to externally validate the LKDPI in a large contemporary cohort of Canadian KTR. Design: Retrospective cohort validation study. Setting: Toronto General Hospital, University Health Network, Toronto, Ontario, Canada Patients: A total of 645 adult (≥18 years old) living donor KTR between January 1, 2006 and December 31, 2016 with follow-up until December 31, 2017 were included in the study. Measurements: The predictive performance of the LKDPI was evaluated. The outcome of interest was total graft failure, defined as the need for chronic dialysis, retransplantation, or death with graft function. Methods: The Cox proportional hazards model was used to examine the relation between the LKDPI and total graft failure. The Cox proportional hazards model was also used for external validation and performance assessment of the model. Discrimination and calibration were used to assess model performance. Discrimination was assessed using Harrell's C statistic and calibration was assessed graphically, comparing observed versus predicted probabilities of total graft failure. Results: A total of 645 living donor KTR were included in the study. The median LKDPI score was 13 (interquartile range [IQR] = 1.1, 29.9). Higher LKDPI scores were associated with an increased risk of total graft failure (hazard ratio = 1.01; 95% confidence interval [CI] = 1.0-1.02; P = .02). Discrimination was poor (C statistic = 0.55; 95% CI = 0.48-0.61). Calibration was as good at 1-year posttransplant but suboptimal at 3- and 5-years posttransplant. Limitations: Limitations include a relatively small sample size, predicted probabilities for assessment of calibration only available for scores of 0 to 100, and some missing data handled by imputation. Conclusions: In this external validation study, the predictive ability of the LKDPI was modest in a cohort of Canadian KTR. Validation of prediction models is an important step to assess performance in external populations. Potential recalibration of the LKDPI may be useful prior to clinical use in external cohorts. … (more)
- Is Part Of:
- Canadian journal of kidney health and disease =. Volume 7(2020)
- Journal:
- Canadian journal of kidney health and disease =
- Issue:
- Volume 7(2020)
- Issue Display:
- Volume 7, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 7
- Issue:
- 2020
- Issue Sort Value:
- 2020-0007-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-02
- Subjects:
- living kidney donation -- kidney transplantation -- graft survival -- outcomes -- validation study -- Living Kidney Donor Profile Index
Kidneys -- Diseases -- Periodicals
Nephrology -- Periodicals
Dialysis -- Periodicals
Kidneys -- Transplantation -- Periodicals
Kidney Diseases -- Periodicals
Nephrology -- Periodicals
Dialysis -- Periodicals
Kidney Transplantation -- Periodicals
Dialysis
Kidneys -- Diseases
Kidneys -- Transplantation
Nephrology
Periodicals
Electronic journals
616.61005 - Journal URLs:
- http://bibpurl.oclc.org/web/73266 ↗
http://www.cjkhd.org/ ↗
http://www.uk.sagepub.com/home.nav ↗ - DOI:
- 10.1177/2054358120906976 ↗
- Languages:
- English
- ISSNs:
- 2054-3581
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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