Cargando…

A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma

PURPOSE: This study was designed to investigate the clinical value of a simplified five-item frailty index (sFI) for predicting short- and long-term outcomes in older patients with upper urinary tract urothelial carcinoma (UTUC) patients after radical nephroureterectomy (RNU). METHOD: This retrospec...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Jianyong, Wang, Haoran, Wu, Pengjie, Wang, Jiawen, Wang, Jianye, Hou, Huimin, Wang, Jianlong, Zhang, Yaoguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600399/
https://www.ncbi.nlm.nih.gov/pubmed/37901313
http://dx.doi.org/10.3389/fonc.2023.1187677
_version_ 1785125983355928576
author Liu, Jianyong
Wang, Haoran
Wu, Pengjie
Wang, Jiawen
Wang, Jianye
Hou, Huimin
Wang, Jianlong
Zhang, Yaoguang
author_facet Liu, Jianyong
Wang, Haoran
Wu, Pengjie
Wang, Jiawen
Wang, Jianye
Hou, Huimin
Wang, Jianlong
Zhang, Yaoguang
author_sort Liu, Jianyong
collection PubMed
description PURPOSE: This study was designed to investigate the clinical value of a simplified five-item frailty index (sFI) for predicting short- and long-term outcomes in older patients with upper urinary tract urothelial carcinoma (UTUC) patients after radical nephroureterectomy (RNU). METHOD: This retrospective study included 333 patients (aged ≥65 years) with UTUC. Patients were classified into five groups: 0, 1, 2, 3, and 3+, according to sFI score. The variable importance and minimum depth methods were used to screen for significant variables, and univariable and multivariable logistic regression models applied to investigated the relationships between significant variables and postoperative complications. Survival differences between groups were analyzed using Kaplan-Meier plots and log-rank tests. Cox proportional hazards regression was used to evaluate risk factors associated with overall survival (OS) and cancer-specific survival (CSS). Further, we developed a nomogram based on clinicopathological features and the sFI. The area under the curve (AUC), Harrel’s concordance index (C-index), calibration curve, and decision curve analysis (DCA) were used to evaluate the nomogram. RESULT: Of 333 cases identified, 31.2% experienced a Clavien-Dindo grade of 2 or greater complication. Random forest–logistic regression modeling showed that sFI significantly influenced the incidence of postoperative complications in older patients (AUC= 0.756). Compared with patients with low sFI score, those with high sFI scores had significantly lower OS and CSS (p < 0.001). Across all patients, the random survival forest–Cox regression model revealed that sFI score was an independent prognostic factor for OS and CSS, with AUC values of 0.815 and 0.823 for predicting 3-year OS and CSS, respectively. The nomogram developed was clinically valuable and had good ability to discriminate abilities for high-risk patients. Further, we developed a survival risk classification system that divided all patients into high-, moderate-, and low-risk groups based on total nomogram points for each patient. CONCLUSION: A simple five-item frailty index may be considered a prognostic factor for the prognosis and postoperative complications of UTUC following RNU. By using this predictive model, clinicians may increase their accuracy in predicting complications and prognosis and improve preoperative decision-making.
format Online
Article
Text
id pubmed-10600399
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-106003992023-10-27 A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma Liu, Jianyong Wang, Haoran Wu, Pengjie Wang, Jiawen Wang, Jianye Hou, Huimin Wang, Jianlong Zhang, Yaoguang Front Oncol Oncology PURPOSE: This study was designed to investigate the clinical value of a simplified five-item frailty index (sFI) for predicting short- and long-term outcomes in older patients with upper urinary tract urothelial carcinoma (UTUC) patients after radical nephroureterectomy (RNU). METHOD: This retrospective study included 333 patients (aged ≥65 years) with UTUC. Patients were classified into five groups: 0, 1, 2, 3, and 3+, according to sFI score. The variable importance and minimum depth methods were used to screen for significant variables, and univariable and multivariable logistic regression models applied to investigated the relationships between significant variables and postoperative complications. Survival differences between groups were analyzed using Kaplan-Meier plots and log-rank tests. Cox proportional hazards regression was used to evaluate risk factors associated with overall survival (OS) and cancer-specific survival (CSS). Further, we developed a nomogram based on clinicopathological features and the sFI. The area under the curve (AUC), Harrel’s concordance index (C-index), calibration curve, and decision curve analysis (DCA) were used to evaluate the nomogram. RESULT: Of 333 cases identified, 31.2% experienced a Clavien-Dindo grade of 2 or greater complication. Random forest–logistic regression modeling showed that sFI significantly influenced the incidence of postoperative complications in older patients (AUC= 0.756). Compared with patients with low sFI score, those with high sFI scores had significantly lower OS and CSS (p < 0.001). Across all patients, the random survival forest–Cox regression model revealed that sFI score was an independent prognostic factor for OS and CSS, with AUC values of 0.815 and 0.823 for predicting 3-year OS and CSS, respectively. The nomogram developed was clinically valuable and had good ability to discriminate abilities for high-risk patients. Further, we developed a survival risk classification system that divided all patients into high-, moderate-, and low-risk groups based on total nomogram points for each patient. CONCLUSION: A simple five-item frailty index may be considered a prognostic factor for the prognosis and postoperative complications of UTUC following RNU. By using this predictive model, clinicians may increase their accuracy in predicting complications and prognosis and improve preoperative decision-making. Frontiers Media S.A. 2023-10-11 /pmc/articles/PMC10600399/ /pubmed/37901313 http://dx.doi.org/10.3389/fonc.2023.1187677 Text en Copyright © 2023 Liu, Wang, Wu, Wang, Wang, Hou, Wang and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Liu, Jianyong
Wang, Haoran
Wu, Pengjie
Wang, Jiawen
Wang, Jianye
Hou, Huimin
Wang, Jianlong
Zhang, Yaoguang
A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title_full A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title_fullStr A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title_full_unstemmed A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title_short A simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
title_sort simplified frailty index and nomogram to predict the postoperative complications and survival in older patients with upper urinary tract urothelial carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600399/
https://www.ncbi.nlm.nih.gov/pubmed/37901313
http://dx.doi.org/10.3389/fonc.2023.1187677
work_keys_str_mv AT liujianyong asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wanghaoran asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wupengjie asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjiawen asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjianye asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT houhuimin asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjianlong asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT zhangyaoguang asimplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT liujianyong simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wanghaoran simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wupengjie simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjiawen simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjianye simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT houhuimin simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT wangjianlong simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma
AT zhangyaoguang simplifiedfrailtyindexandnomogramtopredictthepostoperativecomplicationsandsurvivalinolderpatientswithupperurinarytracturothelialcarcinoma