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Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75
RATIONAL AND OBJECTIVE: Prognosis provides critical knowledge for shared decision making between patients and clinicians. While several prognostic indices for mortality in dialysis patients have been developed, their performance among elderly patients initiating dialysis is unknown, despite great ne...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7816982/ https://www.ncbi.nlm.nih.gov/pubmed/33471808 http://dx.doi.org/10.1371/journal.pone.0244081 |
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author | Thorsteinsdottir, Bjorg Hickson, LaTonya J. Giblon, Rachel Pajouhi, Atieh Connell, Natalie Branda, Megan Vasdev, Amrit K. McCoy, Rozalina G. Zand, Ladan Tangri, Navdeep Shah, Nilay D. |
author_facet | Thorsteinsdottir, Bjorg Hickson, LaTonya J. Giblon, Rachel Pajouhi, Atieh Connell, Natalie Branda, Megan Vasdev, Amrit K. McCoy, Rozalina G. Zand, Ladan Tangri, Navdeep Shah, Nilay D. |
author_sort | Thorsteinsdottir, Bjorg |
collection | PubMed |
description | RATIONAL AND OBJECTIVE: Prognosis provides critical knowledge for shared decision making between patients and clinicians. While several prognostic indices for mortality in dialysis patients have been developed, their performance among elderly patients initiating dialysis is unknown, despite great need for reliable prognostication in that context. To assess the performance of 6 previously validated prognostic indices to predict 3 and/or 6 months mortality in a cohort of elderly incident dialysis patients. STUDY DESIGN: Validation study of prognostic indices using retrospective cohort data. Indices were compared using the concordance (“c”)-statistic, i.e. area under the receiver operating characteristic curve (ROC). Calibration, sensitivity, specificity, positive and negative predictive values were also calculated. SETTING & PARTICIPANTS: Incident elderly (age ≥75 years; n = 349) dialysis patients at a tertiary referral center. ESTABLISHED PREDICTORS: Variables for six validated prognostic indices for short term (3 and 6 month) mortality prediction (Foley, NCI, REIN, updated REIN, Thamer, and Wick) were extracted from the electronic medical record. The indices were individually applied as per each index specifications to predict 3- and/or 6-month mortality. RESULTS: In our cohort of 349 patients, mean age was 81.5±4.4 years, 66% were male, and median survival was 351 days. The c-statistic for the risk prediction indices ranged from 0.57 to 0.73. Wick ROC 0.73 (0.68, 0.78) and Foley 0.67 (0.61, 0.73) indices performed best. The Foley index was weakly calibrated with poor overall model fit (p <0.01) and overestimated mortality risk, while the Wick index was relatively well-calibrated but underestimated mortality risk. LIMITATIONS: Small sample size, use of secondary data, need for imputation, homogeneous population. CONCLUSION: Most predictive indices for mortality performed moderately in our incident dialysis population. The Wick and Foley indices were the best performing, but had issues with under and over calibration. More accurate indices for predicting survival in older patients with kidney failure are needed. |
format | Online Article Text |
id | pubmed-7816982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-78169822021-01-28 Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 Thorsteinsdottir, Bjorg Hickson, LaTonya J. Giblon, Rachel Pajouhi, Atieh Connell, Natalie Branda, Megan Vasdev, Amrit K. McCoy, Rozalina G. Zand, Ladan Tangri, Navdeep Shah, Nilay D. PLoS One Research Article RATIONAL AND OBJECTIVE: Prognosis provides critical knowledge for shared decision making between patients and clinicians. While several prognostic indices for mortality in dialysis patients have been developed, their performance among elderly patients initiating dialysis is unknown, despite great need for reliable prognostication in that context. To assess the performance of 6 previously validated prognostic indices to predict 3 and/or 6 months mortality in a cohort of elderly incident dialysis patients. STUDY DESIGN: Validation study of prognostic indices using retrospective cohort data. Indices were compared using the concordance (“c”)-statistic, i.e. area under the receiver operating characteristic curve (ROC). Calibration, sensitivity, specificity, positive and negative predictive values were also calculated. SETTING & PARTICIPANTS: Incident elderly (age ≥75 years; n = 349) dialysis patients at a tertiary referral center. ESTABLISHED PREDICTORS: Variables for six validated prognostic indices for short term (3 and 6 month) mortality prediction (Foley, NCI, REIN, updated REIN, Thamer, and Wick) were extracted from the electronic medical record. The indices were individually applied as per each index specifications to predict 3- and/or 6-month mortality. RESULTS: In our cohort of 349 patients, mean age was 81.5±4.4 years, 66% were male, and median survival was 351 days. The c-statistic for the risk prediction indices ranged from 0.57 to 0.73. Wick ROC 0.73 (0.68, 0.78) and Foley 0.67 (0.61, 0.73) indices performed best. The Foley index was weakly calibrated with poor overall model fit (p <0.01) and overestimated mortality risk, while the Wick index was relatively well-calibrated but underestimated mortality risk. LIMITATIONS: Small sample size, use of secondary data, need for imputation, homogeneous population. CONCLUSION: Most predictive indices for mortality performed moderately in our incident dialysis population. The Wick and Foley indices were the best performing, but had issues with under and over calibration. More accurate indices for predicting survival in older patients with kidney failure are needed. Public Library of Science 2021-01-20 /pmc/articles/PMC7816982/ /pubmed/33471808 http://dx.doi.org/10.1371/journal.pone.0244081 Text en © 2021 Thorsteinsdottir et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Thorsteinsdottir, Bjorg Hickson, LaTonya J. Giblon, Rachel Pajouhi, Atieh Connell, Natalie Branda, Megan Vasdev, Amrit K. McCoy, Rozalina G. Zand, Ladan Tangri, Navdeep Shah, Nilay D. Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title | Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title_full | Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title_fullStr | Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title_full_unstemmed | Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title_short | Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
title_sort | validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7816982/ https://www.ncbi.nlm.nih.gov/pubmed/33471808 http://dx.doi.org/10.1371/journal.pone.0244081 |
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