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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |
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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 |
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