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Development of a model to predict recurrence after bronchial artery embolization for non-cancer related hemoptysis

Authors :
Hai-Tao Yan
Guang-Dong Lu
Xiang-Zhong Huang
Da-Zhong Zhang
Kun-Yuan Ge
Jin-Xing Zhang
Jin Liu
Sheng Liu
Hai-Bin Shi
Qing-Quan Zu
Source :
BMC Pulmonary Medicine, Vol 21, Iss 1, Pp 1-10 (2021)
Publication Year :
2021
Publisher :
BMC, 2021.

Abstract

Abstract Background Relapse after effective bronchial arterial embolization (BAE) for controlling hemoptysis is not uncommon. Studies reported diverse predictors of recurrence. However, a model to assess the probability of recurrence in non-cancer related hemoptysis patients after BAE has not been reported. This study was to develop a model to predict recurrence after BAE for non-cancer related hemoptysis. Methods The study cohort included 487 patients who underwent BAE for non-cancer-related hemoptysis between January 2015 and December 2019. We derived the model’s variables from univariate and multivariate Cox regression analyses. The model presented as a nomogram scaled by the proportional regression coefficient of each predictor. Model performance was assessed with respect to discrimination and calibration. Results One-month and 1-, 2-, 3- and 5-year recurrence-free rates were 94.5%, 88.0%, 81.4%, 76.2% and 73.8%, respectively. Risk factors for recurrence were underlying lung diseases and the presence of systemic arterial-pulmonary circulation shunts. This risk prediction model with two risk factors provided good discrimination (area under curve, 0.69; 95% confidence interval, 0.62–0.76), and lower prediction error (integrated Brier score, 0.143). Conclusion The proposed model based on routinely available clinical and imaging features demonstrates good performance for predicting recurrence of non-cancer-related hemoptysis after BAE. The model may assist clinicians in identifying higher-risk patients to improve the long-term efficacy of BAE.

Details

Language :
English
ISSN :
14712466
Volume :
21
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Pulmonary Medicine
Publication Type :
Academic Journal
Accession number :
edsdoj.f7719c216df94fd1b7534094c9d3f9dd
Document Type :
article
Full Text :
https://doi.org/10.1186/s12890-021-01790-2