Prediction and prognosis of adverse maternal and foetal/neonatal outcomes in pulmonary hypertension: an observational study and nomogram construction

医学 列线图 心力衰竭 队列 肺动脉高压 内科学 逻辑回归 剖腹产 不利影响 怀孕 心脏病学 遗传学 生物
作者
Yuqin Chen,Dansha Zhou,Mingmei Xiong,Xin Xi,Wenni Zhang,Ruifeng Zhang,Lishi Chen,Qian Jiang,Ning Lai,Xiang Li,Jieer Luo,Xuanyi Li,Weici Feng,Chuhui Gao,Jiyuan Chen,Xin Fu,Wei Hong,Mei Jiang,Kai Yang,Wenju Lu,Yiping Luo,Jun Zhang,Zhe Cheng,Chunli Liu,Jian Wang
出处
期刊:Respiratory Research [Springer Nature]
卷期号:23 (1) 被引量:3
标识
DOI:10.1186/s12931-022-02235-y
摘要

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.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.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.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.
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