Cargando…

A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma

PURPOSE: Surgical removal of pheochromocytoma (PCC), including open, laparoscopic, and robot-assisted adrenalectomy, is the cornerstone of therapy, which is associated with high risk of intraoperative and postoperative life-threatening complications due to intraoperative hemodynamic instability (IHD...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Zhiqiang, Ye, Yunlin, Yu, Jiajie, Liao, Shufen, Pan, Weibin, Guo, Yan, Jiang, Shuangjian, Luo, Cheng, Zheng, Fufu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772031/
https://www.ncbi.nlm.nih.gov/pubmed/35069440
http://dx.doi.org/10.3389/fendo.2021.787786
_version_ 1784635754608066560
author Zhang, Zhiqiang
Ye, Yunlin
Yu, Jiajie
Liao, Shufen
Pan, Weibin
Guo, Yan
Jiang, Shuangjian
Luo, Cheng
Zheng, Fufu
author_facet Zhang, Zhiqiang
Ye, Yunlin
Yu, Jiajie
Liao, Shufen
Pan, Weibin
Guo, Yan
Jiang, Shuangjian
Luo, Cheng
Zheng, Fufu
author_sort Zhang, Zhiqiang
collection PubMed
description PURPOSE: Surgical removal of pheochromocytoma (PCC), including open, laparoscopic, and robot-assisted adrenalectomy, is the cornerstone of therapy, which is associated with high risk of intraoperative and postoperative life-threatening complications due to intraoperative hemodynamic instability (IHD). This study aims to develop and validate a nomogram based on clinical characteristics as well as computed tomography (CT) features for the prediction of IHD in pheochromocytoma surgery. METHODS: The data from 112 patients with pheochromocytoma were collected at a single center between January 1, 2010, and December 31, 2019. Clinical and radiological features were selected with the least absolute shrinkage and selection operator regression analysis to predict IHD then constitute a nomogram. The performance of the nomogram was assessed in terms of discrimination, calibration, and clinical utility. RESULTS: Age, tumor shape, Mayo Adhesive Probability score, laterality, necrosis, body mass index, and surgical technique were identified as risk predictors of the presence of IHD. The nomogram was then developed using these seven variables. The model showed good discrimination with a C-index of 0.773 (95% CI, 0.683–0.862) and an area under the receiver operating characteristic curve (AUC) of 0.739 (95% CI, 0.642–0.837). The calibration plot suggested good agreement between predicted and actual probabilities. Besides, calibration was tested with the Hosmer–Lemeshow test (P = 0.961). The decision curve showed the clinical effectiveness of the nomogram. CONCLUSIONS: Our nomogram based on clinical and CT parameters could facilitate the treatment strategy according to assessment of the risk of IHD in patients with pheochromocytoma.
format Online
Article
Text
id pubmed-8772031
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-87720312022-01-21 A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma Zhang, Zhiqiang Ye, Yunlin Yu, Jiajie Liao, Shufen Pan, Weibin Guo, Yan Jiang, Shuangjian Luo, Cheng Zheng, Fufu Front Endocrinol (Lausanne) Endocrinology PURPOSE: Surgical removal of pheochromocytoma (PCC), including open, laparoscopic, and robot-assisted adrenalectomy, is the cornerstone of therapy, which is associated with high risk of intraoperative and postoperative life-threatening complications due to intraoperative hemodynamic instability (IHD). This study aims to develop and validate a nomogram based on clinical characteristics as well as computed tomography (CT) features for the prediction of IHD in pheochromocytoma surgery. METHODS: The data from 112 patients with pheochromocytoma were collected at a single center between January 1, 2010, and December 31, 2019. Clinical and radiological features were selected with the least absolute shrinkage and selection operator regression analysis to predict IHD then constitute a nomogram. The performance of the nomogram was assessed in terms of discrimination, calibration, and clinical utility. RESULTS: Age, tumor shape, Mayo Adhesive Probability score, laterality, necrosis, body mass index, and surgical technique were identified as risk predictors of the presence of IHD. The nomogram was then developed using these seven variables. The model showed good discrimination with a C-index of 0.773 (95% CI, 0.683–0.862) and an area under the receiver operating characteristic curve (AUC) of 0.739 (95% CI, 0.642–0.837). The calibration plot suggested good agreement between predicted and actual probabilities. Besides, calibration was tested with the Hosmer–Lemeshow test (P = 0.961). The decision curve showed the clinical effectiveness of the nomogram. CONCLUSIONS: Our nomogram based on clinical and CT parameters could facilitate the treatment strategy according to assessment of the risk of IHD in patients with pheochromocytoma. Frontiers Media S.A. 2022-01-06 /pmc/articles/PMC8772031/ /pubmed/35069440 http://dx.doi.org/10.3389/fendo.2021.787786 Text en Copyright © 2022 Zhang, Ye, Yu, Liao, Pan, Guo, Jiang, Luo and Zheng 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 Endocrinology
Zhang, Zhiqiang
Ye, Yunlin
Yu, Jiajie
Liao, Shufen
Pan, Weibin
Guo, Yan
Jiang, Shuangjian
Luo, Cheng
Zheng, Fufu
A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title_full A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title_fullStr A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title_full_unstemmed A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title_short A Nomogram for Predicting Intraoperative Hemodynamic Instability in Patients With Pheochromocytoma
title_sort nomogram for predicting intraoperative hemodynamic instability in patients with pheochromocytoma
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772031/
https://www.ncbi.nlm.nih.gov/pubmed/35069440
http://dx.doi.org/10.3389/fendo.2021.787786
work_keys_str_mv AT zhangzhiqiang anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT yeyunlin anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT yujiajie anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT liaoshufen anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT panweibin anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT guoyan anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT jiangshuangjian anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT luocheng anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT zhengfufu anomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT zhangzhiqiang nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT yeyunlin nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT yujiajie nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT liaoshufen nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT panweibin nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT guoyan nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT jiangshuangjian nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT luocheng nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma
AT zhengfufu nomogramforpredictingintraoperativehemodynamicinstabilityinpatientswithpheochromocytoma