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Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model

BACKGROUND: Children with brain arteriovenous malformations (bAVM) are at risk of life-threatening hemorrhage contributing to unfavorable neurological deficit in their early lives. Our aim was to propose a classification system predicting the unfavorable hemorrhage in children with bAVM. METHODS: We...

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Autores principales: Li, Zongze, Ma, Li, Wu, Chunxue, Ma, Jun, Chen, Xiaolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398325/
https://www.ncbi.nlm.nih.gov/pubmed/32922876
http://dx.doi.org/10.1186/s41016-018-0123-x
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author Li, Zongze
Ma, Li
Wu, Chunxue
Ma, Jun
Chen, Xiaolin
author_facet Li, Zongze
Ma, Li
Wu, Chunxue
Ma, Jun
Chen, Xiaolin
author_sort Li, Zongze
collection PubMed
description BACKGROUND: Children with brain arteriovenous malformations (bAVM) are at risk of life-threatening hemorrhage contributing to unfavorable neurological deficit in their early lives. Our aim was to propose a classification system predicting the unfavorable hemorrhage in children with bAVM. METHODS: We identified all consecutive children admitted to our institution for bAVMs between July 2009 and August 2015. A hemorrhage event was defined as unfavorable when it is life-threatening (requiring emergent invasive intervention) or with post-hemorrhage mRS > 3. The effects of demographic characteristics and bAVM morphology on unfavorable hemorrhage risk were studied using univariate and multivariable regression analyses, followed by discrimination analysis using area under the receiver operating curve (AUROC) and 5-fold cross validation. RESULTS: A total of 162 pediatric bAVM cases were identified, unfavorable hemorrhage occurred in 49 (30.2%). Periventricular nidus location (HR, 4.46; 95%CI, 1.93–10.31; P < 0.001), non-temporal lobe location (HR, 2.72; 95%CI, 1.20–6.15; P = 0.02) and long pial draining vein (HR, 3.26; 95%CI, 1.53–6.97; P = 0.002) were independent predictors of an earlier unfavorable hemorrhage in pediatric bAVMs. We further classified the bAVM into three types: Type I, periventricular and non-temporal location (Ia, deep location; Ib, superificial location); Type II, with long pial draining vein and non-periventricular or temporal location; Type III, non-periventricular or temporal location without long draining vein. Predictive accuracy of this classification for unfavorable hemorrhage was assessed with AUROC of 0.77 (95% CI 0.69–0.85) and remained stable after cross validation. CONCLUSION: A morphologic model based on nidus location and venous drainage might predict unfavorable hemorrhage in children with bAVM.
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spelling pubmed-73983252020-09-10 Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model Li, Zongze Ma, Li Wu, Chunxue Ma, Jun Chen, Xiaolin Chin Neurosurg J Research BACKGROUND: Children with brain arteriovenous malformations (bAVM) are at risk of life-threatening hemorrhage contributing to unfavorable neurological deficit in their early lives. Our aim was to propose a classification system predicting the unfavorable hemorrhage in children with bAVM. METHODS: We identified all consecutive children admitted to our institution for bAVMs between July 2009 and August 2015. A hemorrhage event was defined as unfavorable when it is life-threatening (requiring emergent invasive intervention) or with post-hemorrhage mRS > 3. The effects of demographic characteristics and bAVM morphology on unfavorable hemorrhage risk were studied using univariate and multivariable regression analyses, followed by discrimination analysis using area under the receiver operating curve (AUROC) and 5-fold cross validation. RESULTS: A total of 162 pediatric bAVM cases were identified, unfavorable hemorrhage occurred in 49 (30.2%). Periventricular nidus location (HR, 4.46; 95%CI, 1.93–10.31; P < 0.001), non-temporal lobe location (HR, 2.72; 95%CI, 1.20–6.15; P = 0.02) and long pial draining vein (HR, 3.26; 95%CI, 1.53–6.97; P = 0.002) were independent predictors of an earlier unfavorable hemorrhage in pediatric bAVMs. We further classified the bAVM into three types: Type I, periventricular and non-temporal location (Ia, deep location; Ib, superificial location); Type II, with long pial draining vein and non-periventricular or temporal location; Type III, non-periventricular or temporal location without long draining vein. Predictive accuracy of this classification for unfavorable hemorrhage was assessed with AUROC of 0.77 (95% CI 0.69–0.85) and remained stable after cross validation. CONCLUSION: A morphologic model based on nidus location and venous drainage might predict unfavorable hemorrhage in children with bAVM. BioMed Central 2018-07-02 /pmc/articles/PMC7398325/ /pubmed/32922876 http://dx.doi.org/10.1186/s41016-018-0123-x Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Li, Zongze
Ma, Li
Wu, Chunxue
Ma, Jun
Chen, Xiaolin
Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title_full Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title_fullStr Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title_full_unstemmed Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title_short Pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
title_sort pediatric brain arteriovenous malformation unfavorable hemorrhage risk: extrapolation to a morphologic model
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398325/
https://www.ncbi.nlm.nih.gov/pubmed/32922876
http://dx.doi.org/10.1186/s41016-018-0123-x
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