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External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study

Donation after circulatory death (DCD) is a procedure in which after planned withdrawal of life-sustaining treatment (WLST), the dying process is monitored. A DCD procedure can only be continued if the potential organ donor dies shortly after WLST. This study performed an external validation of 2 ex...

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Autores principales: Nijhoff, Maaike F., Pol, Robert A., Volbeda, Meint, Kotsopoulos, Angela M.M., Sonneveld, Johan P.C., Otterspoor, Luuk, Abdo, Wilson F., Silderhuis, Vera M., El Moumni, Mostafa, Moers, Cyril
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168928/
https://www.ncbi.nlm.nih.gov/pubmed/32858575
http://dx.doi.org/10.1097/TP.0000000000003430
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author Nijhoff, Maaike F.
Pol, Robert A.
Volbeda, Meint
Kotsopoulos, Angela M.M.
Sonneveld, Johan P.C.
Otterspoor, Luuk
Abdo, Wilson F.
Silderhuis, Vera M.
El Moumni, Mostafa
Moers, Cyril
author_facet Nijhoff, Maaike F.
Pol, Robert A.
Volbeda, Meint
Kotsopoulos, Angela M.M.
Sonneveld, Johan P.C.
Otterspoor, Luuk
Abdo, Wilson F.
Silderhuis, Vera M.
El Moumni, Mostafa
Moers, Cyril
author_sort Nijhoff, Maaike F.
collection PubMed
description Donation after circulatory death (DCD) is a procedure in which after planned withdrawal of life-sustaining treatment (WLST), the dying process is monitored. A DCD procedure can only be continued if the potential organ donor dies shortly after WLST. This study performed an external validation of 2 existing prediction models to identify potentially DCD candidates, using one of the largest cohorts. METHODS. This multicenter retrospective study analyzed all patients eligible for DCD donation from 2010 to 2015. The first model (DCD-N score) assigned points for absence of neurological reflexes and oxygenation index. The second model, a linear prediction model (LPDCD), yielded the probability of death within 60 min. This study determined discrimination (c-statistic) and calibration (Hosmer and Lemeshow test) for both models. RESULTS. This study included 394 patients, 283 (72%) died within 60 min after WLST. The DCD-N score had a c-statistic of 0.77 (95% confidence intervals, 0.71-0.83) and the LPDCD model 0.75 (95% confidence intervals, 0.68-0.81). Calibration of the LPDCD 60-min model proved to be poor (Hosmer and Lemeshow test, P < 0.001). CONCLUSIONS. The DCD-N score and the LPDCD model showed good discrimination but poor calibration for predicting the probability of death within 60 min. Construction of a new prediction model on a large data set is needed to obtain better calibration.
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spelling pubmed-81689282021-06-09 External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study Nijhoff, Maaike F. Pol, Robert A. Volbeda, Meint Kotsopoulos, Angela M.M. Sonneveld, Johan P.C. Otterspoor, Luuk Abdo, Wilson F. Silderhuis, Vera M. El Moumni, Mostafa Moers, Cyril Transplantation Original Clinical Science—General Donation after circulatory death (DCD) is a procedure in which after planned withdrawal of life-sustaining treatment (WLST), the dying process is monitored. A DCD procedure can only be continued if the potential organ donor dies shortly after WLST. This study performed an external validation of 2 existing prediction models to identify potentially DCD candidates, using one of the largest cohorts. METHODS. This multicenter retrospective study analyzed all patients eligible for DCD donation from 2010 to 2015. The first model (DCD-N score) assigned points for absence of neurological reflexes and oxygenation index. The second model, a linear prediction model (LPDCD), yielded the probability of death within 60 min. This study determined discrimination (c-statistic) and calibration (Hosmer and Lemeshow test) for both models. RESULTS. This study included 394 patients, 283 (72%) died within 60 min after WLST. The DCD-N score had a c-statistic of 0.77 (95% confidence intervals, 0.71-0.83) and the LPDCD model 0.75 (95% confidence intervals, 0.68-0.81). Calibration of the LPDCD 60-min model proved to be poor (Hosmer and Lemeshow test, P < 0.001). CONCLUSIONS. The DCD-N score and the LPDCD model showed good discrimination but poor calibration for predicting the probability of death within 60 min. Construction of a new prediction model on a large data set is needed to obtain better calibration. Lippincott Williams & Wilkins 2020-08-24 2021-06 /pmc/articles/PMC8168928/ /pubmed/32858575 http://dx.doi.org/10.1097/TP.0000000000003430 Text en Copyright © 2020 The Author(s). 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 Original Clinical Science—General
Nijhoff, Maaike F.
Pol, Robert A.
Volbeda, Meint
Kotsopoulos, Angela M.M.
Sonneveld, Johan P.C.
Otterspoor, Luuk
Abdo, Wilson F.
Silderhuis, Vera M.
El Moumni, Mostafa
Moers, Cyril
External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title_full External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title_fullStr External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title_full_unstemmed External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title_short External Validation of the DCD-N Score and a Linear Prediction Model to Identify Potential Candidates for Organ Donation After Circulatory Death: A Nationwide Multicenter Cohort Study
title_sort external validation of the dcd-n score and a linear prediction model to identify potential candidates for organ donation after circulatory death: a nationwide multicenter cohort study
topic Original Clinical Science—General
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168928/
https://www.ncbi.nlm.nih.gov/pubmed/32858575
http://dx.doi.org/10.1097/TP.0000000000003430
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