Cargando…
Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study
OBJECTIVES: Risk of death is high for hemodialysis (HD) patients but it varies considerably among individuals. There is few clinical tool to predict long-term survival rates for HD patients yet. The aim of this study was to develop and validate a easy-to-use nomogram for prediction of 1-, 5-, and 10...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604490/ https://www.ncbi.nlm.nih.gov/pubmed/34779699 http://dx.doi.org/10.1080/0886022X.2021.1997762 |
_version_ | 1784601973605007360 |
---|---|
author | Ouyang, Han Shi, Qiuhong Zhu, Jing Shen, Huaying Jiang, Shan Song, Kai |
author_facet | Ouyang, Han Shi, Qiuhong Zhu, Jing Shen, Huaying Jiang, Shan Song, Kai |
author_sort | Ouyang, Han |
collection | PubMed |
description | OBJECTIVES: Risk of death is high for hemodialysis (HD) patients but it varies considerably among individuals. There is few clinical tool to predict long-term survival rates for HD patients yet. The aim of this study was to develop and validate a easy-to-use nomogram for prediction of 1-, 5-, and 10-year survival among HD patients. METHODS: This study retrospectively enrolled 643 adult HD patients who was randomly assigned to two cohorts: the training cohort (n = 438) and validation cohort (n = 205), univariate survival analyses were performed using Kaplan–Meier’s curve with log-rank test and multivariate Cox regression analyses were performed to identify predictive factors, and a easy-to-use nomogram was established. The performance was assessed using the area under the curve (AUC), calibration plots, and decision curve analysis. RESULTS: The score included seven commonly available predictors: age, diabetes, use of arteriovenous fistula (AVF), history of emergency temporary dialysis catheter placement, cardiovascular disease (CVD), hemoglobin (Hgl), and no caregiver. The score revealed good discrimination in the training and validation cohort (AUC 0.779 and 0.758, respectively) and the calibration plots showed well calibration, indicating suitable performance of the nomogram model. Decision curve analysis showed that the nomogram added more net benefit compared with the treat-all strategy or treat-none strategy with a threshold probability of 10% or greater. CONCLUSIONS: This easy-to-use nomogram can accurately predict 1-, 5-, and 10-year survival for HD patients, which could be used in clinical decision-making and clinical care. ABBREVIATIONS: |
format | Online Article Text |
id | pubmed-8604490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-86044902021-11-20 Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study Ouyang, Han Shi, Qiuhong Zhu, Jing Shen, Huaying Jiang, Shan Song, Kai Ren Fail Clinical Study OBJECTIVES: Risk of death is high for hemodialysis (HD) patients but it varies considerably among individuals. There is few clinical tool to predict long-term survival rates for HD patients yet. The aim of this study was to develop and validate a easy-to-use nomogram for prediction of 1-, 5-, and 10-year survival among HD patients. METHODS: This study retrospectively enrolled 643 adult HD patients who was randomly assigned to two cohorts: the training cohort (n = 438) and validation cohort (n = 205), univariate survival analyses were performed using Kaplan–Meier’s curve with log-rank test and multivariate Cox regression analyses were performed to identify predictive factors, and a easy-to-use nomogram was established. The performance was assessed using the area under the curve (AUC), calibration plots, and decision curve analysis. RESULTS: The score included seven commonly available predictors: age, diabetes, use of arteriovenous fistula (AVF), history of emergency temporary dialysis catheter placement, cardiovascular disease (CVD), hemoglobin (Hgl), and no caregiver. The score revealed good discrimination in the training and validation cohort (AUC 0.779 and 0.758, respectively) and the calibration plots showed well calibration, indicating suitable performance of the nomogram model. Decision curve analysis showed that the nomogram added more net benefit compared with the treat-all strategy or treat-none strategy with a threshold probability of 10% or greater. CONCLUSIONS: This easy-to-use nomogram can accurately predict 1-, 5-, and 10-year survival for HD patients, which could be used in clinical decision-making and clinical care. ABBREVIATIONS: Taylor & Francis 2021-11-15 /pmc/articles/PMC8604490/ /pubmed/34779699 http://dx.doi.org/10.1080/0886022X.2021.1997762 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://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/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Study Ouyang, Han Shi, Qiuhong Zhu, Jing Shen, Huaying Jiang, Shan Song, Kai Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title | Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title_full | Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title_fullStr | Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title_full_unstemmed | Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title_short | Nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (HD) patients: a single center retrospective study |
title_sort | nomogram for predicting 1-, 5-, and 10-year survival in hemodialysis (hd) patients: a single center retrospective study |
topic | Clinical Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604490/ https://www.ncbi.nlm.nih.gov/pubmed/34779699 http://dx.doi.org/10.1080/0886022X.2021.1997762 |
work_keys_str_mv | AT ouyanghan nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy AT shiqiuhong nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy AT zhujing nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy AT shenhuaying nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy AT jiangshan nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy AT songkai nomogramforpredicting15and10yearsurvivalinhemodialysishdpatientsasinglecenterretrospectivestudy |