Cargando…

Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery

Postoperative tracheostomy (POT) is an important indicator of critical illness, associated with poorer prognoses and increased medical burdens. However, studies on POTs after heart valve surgery (HVS) have not been reported. The objectives of this study were first to identify the risk factors and de...

Descripción completa

Detalles Bibliográficos
Autores principales: Ding, Xiangchao, Sun, Bing, Liu, Liang, Lei, Yuan, Su, Yunshu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967351/
https://www.ncbi.nlm.nih.gov/pubmed/36826569
http://dx.doi.org/10.3390/jcdd10020073
_version_ 1784897242831781888
author Ding, Xiangchao
Sun, Bing
Liu, Liang
Lei, Yuan
Su, Yunshu
author_facet Ding, Xiangchao
Sun, Bing
Liu, Liang
Lei, Yuan
Su, Yunshu
author_sort Ding, Xiangchao
collection PubMed
description Postoperative tracheostomy (POT) is an important indicator of critical illness, associated with poorer prognoses and increased medical burdens. However, studies on POTs after heart valve surgery (HVS) have not been reported. The objectives of this study were first to identify the risk factors and develop a risk prediction model for POTs after HVS, and second to clarify the relationship between POTs and clinical outcomes. Consecutive adults undergoing HVS from January 2016 to December 2019 in a single cardiovascular center were enrolled, and a POT was performed in 1.8% of the included patients (68/3853). Compared to patients without POTs, the patients with POTs had higher rates of readmission to the ICU and in-hospital mortality, as well as longer ICU and hospital stays. Five factors were identified to be significantly associated with POTs after HVS by our multivariate analysis, including age, diabetes mellitus, pulmonary edema, intraoperative transfusion of red blood cells, and surgical types. A nomogram and a risk calculator were constructed based on the five factors, showing excellent discrimination, calibration, and clinical utility. Three risk intervals were defined as low-, medium-, and high-risk groups according to the nomogram and clinical practice. The findings of this study may be helpful for early risk assessment and perioperative management.
format Online
Article
Text
id pubmed-9967351
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99673512023-02-26 Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery Ding, Xiangchao Sun, Bing Liu, Liang Lei, Yuan Su, Yunshu J Cardiovasc Dev Dis Article Postoperative tracheostomy (POT) is an important indicator of critical illness, associated with poorer prognoses and increased medical burdens. However, studies on POTs after heart valve surgery (HVS) have not been reported. The objectives of this study were first to identify the risk factors and develop a risk prediction model for POTs after HVS, and second to clarify the relationship between POTs and clinical outcomes. Consecutive adults undergoing HVS from January 2016 to December 2019 in a single cardiovascular center were enrolled, and a POT was performed in 1.8% of the included patients (68/3853). Compared to patients without POTs, the patients with POTs had higher rates of readmission to the ICU and in-hospital mortality, as well as longer ICU and hospital stays. Five factors were identified to be significantly associated with POTs after HVS by our multivariate analysis, including age, diabetes mellitus, pulmonary edema, intraoperative transfusion of red blood cells, and surgical types. A nomogram and a risk calculator were constructed based on the five factors, showing excellent discrimination, calibration, and clinical utility. Three risk intervals were defined as low-, medium-, and high-risk groups according to the nomogram and clinical practice. The findings of this study may be helpful for early risk assessment and perioperative management. MDPI 2023-02-08 /pmc/articles/PMC9967351/ /pubmed/36826569 http://dx.doi.org/10.3390/jcdd10020073 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ding, Xiangchao
Sun, Bing
Liu, Liang
Lei, Yuan
Su, Yunshu
Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title_full Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title_fullStr Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title_full_unstemmed Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title_short Nomogram and Risk Calculator for Postoperative Tracheostomy after Heart Valve Surgery
title_sort nomogram and risk calculator for postoperative tracheostomy after heart valve surgery
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967351/
https://www.ncbi.nlm.nih.gov/pubmed/36826569
http://dx.doi.org/10.3390/jcdd10020073
work_keys_str_mv AT dingxiangchao nomogramandriskcalculatorforpostoperativetracheostomyafterheartvalvesurgery
AT sunbing nomogramandriskcalculatorforpostoperativetracheostomyafterheartvalvesurgery
AT liuliang nomogramandriskcalculatorforpostoperativetracheostomyafterheartvalvesurgery
AT leiyuan nomogramandriskcalculatorforpostoperativetracheostomyafterheartvalvesurgery
AT suyunshu nomogramandriskcalculatorforpostoperativetracheostomyafterheartvalvesurgery