Cargando…
Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction
BACKGROUND: Pregnant women with pulmonary hypertension (PH) have higher mortality rates and poor foetal/neonatal outcomes. Tools to assess these risk factors are not well established. METHODS: Predictive and prognostic nomograms were constructed using data from a “Development” cohort of 420 pregnant...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663284/ https://www.ncbi.nlm.nih.gov/pubmed/36376948 http://dx.doi.org/10.1186/s12931-022-02235-y |
_version_ | 1784830838630776832 |
---|---|
author | Chen, Yuqin Zhou, Dansha Xiong, Mingmei Xi, Xin Zhang, Wenni Zhang, Ruifeng Chen, Lishi Jiang, Qian Lai, Ning Li, Xiang Luo, Jieer Li, Xuanyi Feng, Weici Gao, Chuhui Chen, Jiyuan Fu, Xin Hong, Wei Jiang, Mei Yang, Kai Lu, Wenju Luo, Yiping Zhang, Jun Cheng, Zhe Liu, Chunli Wang, Jian |
author_facet | Chen, Yuqin Zhou, Dansha Xiong, Mingmei Xi, Xin Zhang, Wenni Zhang, Ruifeng Chen, Lishi Jiang, Qian Lai, Ning Li, Xiang Luo, Jieer Li, Xuanyi Feng, Weici Gao, Chuhui Chen, Jiyuan Fu, Xin Hong, Wei Jiang, Mei Yang, Kai Lu, Wenju Luo, Yiping Zhang, Jun Cheng, Zhe Liu, Chunli Wang, Jian |
author_sort | Chen, Yuqin |
collection | PubMed |
description | BACKGROUND: Pregnant women with pulmonary hypertension (PH) have higher mortality rates and poor foetal/neonatal outcomes. Tools to assess these risk factors are not well established. METHODS: Predictive and prognostic nomograms were constructed using data from a “Development” cohort of 420 pregnant patients with PH, recorded between January 2009 and December 2018. Logistic regression analysis established models to predict the probability of adverse maternal and foetal/neonatal events and overall survival by Cox analysis. An independent “Validation” cohort comprised data of 273 consecutive patients assessed from January 2019 until May 2022. Nomogram performance was evaluated internally and implemented with online software to increase the ease of use. RESULTS: Type I respiratory failure, New York Heart Association functional class, N-terminal pro-brain natriuretic peptide [Formula: see text] 1400 ng/L, arrhythmia, and eclampsia with pre-existing hypertension were independent risk factors for maternal mortality or heart failure. Type I respiratory failure, arrhythmia, general anaesthesia for caesarean section, New York Heart Association functional class, and N-terminal pro-brain natriuretic peptide [Formula: see text] 1400 ng/L were independent predictors of pulmonary hypertension survival during pregnancy. For foetal/neonatal adverse clinical events, type I respiratory failure, arrhythmia, general anaesthesia for caesarean section, parity, platelet count, fibrinogen, and left ventricular systolic diameter were important predictors. Nomogram application for the Development and Validation cohorts showed good discrimination and calibration; decision curve analysis demonstrated their clinical utility. CONCLUSIONS: The nomogram and its online software can be used to analyse individual mortality, heart failure risk, overall survival prediction, and adverse foetal/neonatal clinical events, which may be useful to facilitate early intervention and better survival rates. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02235-y. |
format | Online Article Text |
id | pubmed-9663284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96632842022-11-14 Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction Chen, Yuqin Zhou, Dansha Xiong, Mingmei Xi, Xin Zhang, Wenni Zhang, Ruifeng Chen, Lishi Jiang, Qian Lai, Ning Li, Xiang Luo, Jieer Li, Xuanyi Feng, Weici Gao, Chuhui Chen, Jiyuan Fu, Xin Hong, Wei Jiang, Mei Yang, Kai Lu, Wenju Luo, Yiping Zhang, Jun Cheng, Zhe Liu, Chunli Wang, Jian Respir Res Research BACKGROUND: Pregnant women with pulmonary hypertension (PH) have higher mortality rates and poor foetal/neonatal outcomes. Tools to assess these risk factors are not well established. METHODS: Predictive and prognostic nomograms were constructed using data from a “Development” cohort of 420 pregnant patients with PH, recorded between January 2009 and December 2018. Logistic regression analysis established models to predict the probability of adverse maternal and foetal/neonatal events and overall survival by Cox analysis. An independent “Validation” cohort comprised data of 273 consecutive patients assessed from January 2019 until May 2022. Nomogram performance was evaluated internally and implemented with online software to increase the ease of use. RESULTS: Type I respiratory failure, New York Heart Association functional class, N-terminal pro-brain natriuretic peptide [Formula: see text] 1400 ng/L, arrhythmia, and eclampsia with pre-existing hypertension were independent risk factors for maternal mortality or heart failure. Type I respiratory failure, arrhythmia, general anaesthesia for caesarean section, New York Heart Association functional class, and N-terminal pro-brain natriuretic peptide [Formula: see text] 1400 ng/L were independent predictors of pulmonary hypertension survival during pregnancy. For foetal/neonatal adverse clinical events, type I respiratory failure, arrhythmia, general anaesthesia for caesarean section, parity, platelet count, fibrinogen, and left ventricular systolic diameter were important predictors. Nomogram application for the Development and Validation cohorts showed good discrimination and calibration; decision curve analysis demonstrated their clinical utility. CONCLUSIONS: The nomogram and its online software can be used to analyse individual mortality, heart failure risk, overall survival prediction, and adverse foetal/neonatal clinical events, which may be useful to facilitate early intervention and better survival rates. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-022-02235-y. BioMed Central 2022-11-15 2022 /pmc/articles/PMC9663284/ /pubmed/36376948 http://dx.doi.org/10.1186/s12931-022-02235-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chen, Yuqin Zhou, Dansha Xiong, Mingmei Xi, Xin Zhang, Wenni Zhang, Ruifeng Chen, Lishi Jiang, Qian Lai, Ning Li, Xiang Luo, Jieer Li, Xuanyi Feng, Weici Gao, Chuhui Chen, Jiyuan Fu, Xin Hong, Wei Jiang, Mei Yang, Kai Lu, Wenju Luo, Yiping Zhang, Jun Cheng, Zhe Liu, Chunli Wang, Jian Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title | Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title_full | Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title_fullStr | Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title_full_unstemmed | Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title_short | Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
title_sort | prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663284/ https://www.ncbi.nlm.nih.gov/pubmed/36376948 http://dx.doi.org/10.1186/s12931-022-02235-y |
work_keys_str_mv | AT chenyuqin predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT zhoudansha predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT xiongmingmei predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT xixin predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT zhangwenni predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT zhangruifeng predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT chenlishi predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT jiangqian predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT laining predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT lixiang predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT luojieer predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT lixuanyi predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT fengweici predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT gaochuhui predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT chenjiyuan predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT fuxin predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT hongwei predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT jiangmei predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT yangkai predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT luwenju predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT luoyiping predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT zhangjun predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT chengzhe predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT liuchunli predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction AT wangjian predictionandprognosisofadversematernalandfoetalneonataloutcomesinpulmonaryhypertensionanobservationalstudyandnomogramconstruction |