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Impact of sex in stroke thrombolysis: a coarsened exact matching study
BACKGROUND: It is not established whether sex influences outcome and safety following intravenous thrombolysis (IVT) in acute stroke. As a significant imbalance exists between the baseline conditions of women and men, regression analysis alone may be subject to bias. Here we aimed to overcome this m...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4328713/ https://www.ncbi.nlm.nih.gov/pubmed/25855102 http://dx.doi.org/10.1186/s12883-015-0262-z |
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author | Hametner, Christian Kellert, Lars Ringleb, Peter Arthur |
author_facet | Hametner, Christian Kellert, Lars Ringleb, Peter Arthur |
author_sort | Hametner, Christian |
collection | PubMed |
description | BACKGROUND: It is not established whether sex influences outcome and safety following intravenous thrombolysis (IVT) in acute stroke. As a significant imbalance exists between the baseline conditions of women and men, regression analysis alone may be subject to bias. Here we aimed to overcome this methodical shortcoming by balancing both groups using coarsened exact matching (CEM) before evaluating outcome. METHODS: From our local prospective stroke database we analyzed consecutive patients who suffered anterior circulation stroke and received IVT from 1998 to 04/2013 (n = 1391, 668 female, 723 male). Data were preprocessed by CEM, balancing for age, NIHSS, lesion side, hypertension, diabetes, atrial fibrillation, smoking, coronary heart disease, and previous stroke, which yielded a matched cohort of 502 women and 436 men (n = 938). Outcome was estimated by adjusted binomial logistic regression analysis incorporating matched weights. RESULTS: No effect of sex was seen to predict good outcome (OR 1.04, CI 0.76–1.43) or mortality (OR 1.13, CI 0.73–1.73). However, female sex was a strong independent predictor of symptomatic intracerebral hemorrhage (sICH – ECASS-II definition, OR 3.62, CI 1.77-7.41) and fatal ICH (OR 4.53, CI 1.61-12.7). CONCLUSION: In balanced groups, the two sexes showed comparable outcomes following IVT. A novel finding was the higher rate of sICH and fatal ICH in women. In this analysis we also demonstrate how CEM can reduce multivariate imbalance and thereby improve estimates, already in crude, but more importantly, in adjusted regression analysis. Further investigations of multicentre data with improved analytical approaches that yield balanced sex-groups are therefore warranted. |
format | Online Article Text |
id | pubmed-4328713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43287132015-02-15 Impact of sex in stroke thrombolysis: a coarsened exact matching study Hametner, Christian Kellert, Lars Ringleb, Peter Arthur BMC Neurol Research Article BACKGROUND: It is not established whether sex influences outcome and safety following intravenous thrombolysis (IVT) in acute stroke. As a significant imbalance exists between the baseline conditions of women and men, regression analysis alone may be subject to bias. Here we aimed to overcome this methodical shortcoming by balancing both groups using coarsened exact matching (CEM) before evaluating outcome. METHODS: From our local prospective stroke database we analyzed consecutive patients who suffered anterior circulation stroke and received IVT from 1998 to 04/2013 (n = 1391, 668 female, 723 male). Data were preprocessed by CEM, balancing for age, NIHSS, lesion side, hypertension, diabetes, atrial fibrillation, smoking, coronary heart disease, and previous stroke, which yielded a matched cohort of 502 women and 436 men (n = 938). Outcome was estimated by adjusted binomial logistic regression analysis incorporating matched weights. RESULTS: No effect of sex was seen to predict good outcome (OR 1.04, CI 0.76–1.43) or mortality (OR 1.13, CI 0.73–1.73). However, female sex was a strong independent predictor of symptomatic intracerebral hemorrhage (sICH – ECASS-II definition, OR 3.62, CI 1.77-7.41) and fatal ICH (OR 4.53, CI 1.61-12.7). CONCLUSION: In balanced groups, the two sexes showed comparable outcomes following IVT. A novel finding was the higher rate of sICH and fatal ICH in women. In this analysis we also demonstrate how CEM can reduce multivariate imbalance and thereby improve estimates, already in crude, but more importantly, in adjusted regression analysis. Further investigations of multicentre data with improved analytical approaches that yield balanced sex-groups are therefore warranted. BioMed Central 2015-02-10 /pmc/articles/PMC4328713/ /pubmed/25855102 http://dx.doi.org/10.1186/s12883-015-0262-z Text en © Hametner et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Article Hametner, Christian Kellert, Lars Ringleb, Peter Arthur Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title | Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title_full | Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title_fullStr | Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title_full_unstemmed | Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title_short | Impact of sex in stroke thrombolysis: a coarsened exact matching study |
title_sort | impact of sex in stroke thrombolysis: a coarsened exact matching study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4328713/ https://www.ncbi.nlm.nih.gov/pubmed/25855102 http://dx.doi.org/10.1186/s12883-015-0262-z |
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