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Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage
INTRODUCTION: Diffusion tensor imaging (DTI) can assess the structural integrity of the corticospinal tract (CST) in vivo. We aimed to investigate whether CST DTI metrics after intracerebral haemorrhage (ICH) are associated with 6-month functional outcome and can improve the predictive performance o...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9553831/ https://www.ncbi.nlm.nih.gov/pubmed/35861854 http://dx.doi.org/10.1007/s00415-022-11245-1 |
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author | Schwarz, G. Kanber, B. Prados, F. Browning, S. Simister, R. Jäger, R. Ambler, G. Wheeler-Kingshott, C. A. M. Gandini Werring, David J. |
author_facet | Schwarz, G. Kanber, B. Prados, F. Browning, S. Simister, R. Jäger, R. Ambler, G. Wheeler-Kingshott, C. A. M. Gandini Werring, David J. |
author_sort | Schwarz, G. |
collection | PubMed |
description | INTRODUCTION: Diffusion tensor imaging (DTI) can assess the structural integrity of the corticospinal tract (CST) in vivo. We aimed to investigate whether CST DTI metrics after intracerebral haemorrhage (ICH) are associated with 6-month functional outcome and can improve the predictive performance of the existing ICH score. METHODS: We retrospectively included 42 patients with DTI performed within 5 days after deep supratentorial spontaneous ICH. Ipsilesional-to-contralesional ratios were calculated for fractional anisotropy (rFA) and mean diffusivity (rMD) in the pontine segment (PS) of the CST. We determined the most predictive variables for poor 6-month functional outcome [modified Rankin Scale (mRS) > 2] using the least absolute shrinkage and selection operator (LASSO) method. We calculated discrimination using optimism-adjusted estimation of the area under the curve (AUC). RESULTS: Patients with 6-month mRS > 2 had lower rFA (0.945 [± 0.139] vs 1.045 [± 0.130]; OR 0.004 [95% CI 0.00–0.77]; p = 0.04) and higher rMD (1.233 [± 0.418] vs 0.963 [± 0.211]; OR 22.5 [95% CI 1.46–519.68]; p = 0.02). Discrimination (AUC) values were: 0.76 (95% CI 0.61–0.91) for the ICH score, 0.71 (95% CI 0.54–0.89) for rFA, and 0.72 (95% CI 0.61–0.91) for rMD. Combined models with DTI and non-DTI variables offer an improvement in discrimination: for the best model, the AUC was 0.82 ([95% CI 0.68–0.95]; p = 0.15). CONCLUSION: In our exploratory study, PS-CST rFA and rMD had comparable predictive ability to the ICH score for 6-month functional outcome. Adding DTI metrics to clinical-radiological scores might improve discrimination, but this needs to be investigated in larger studies. |
format | Online Article Text |
id | pubmed-9553831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-95538312022-10-13 Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage Schwarz, G. Kanber, B. Prados, F. Browning, S. Simister, R. Jäger, R. Ambler, G. Wheeler-Kingshott, C. A. M. Gandini Werring, David J. J Neurol Original Communication INTRODUCTION: Diffusion tensor imaging (DTI) can assess the structural integrity of the corticospinal tract (CST) in vivo. We aimed to investigate whether CST DTI metrics after intracerebral haemorrhage (ICH) are associated with 6-month functional outcome and can improve the predictive performance of the existing ICH score. METHODS: We retrospectively included 42 patients with DTI performed within 5 days after deep supratentorial spontaneous ICH. Ipsilesional-to-contralesional ratios were calculated for fractional anisotropy (rFA) and mean diffusivity (rMD) in the pontine segment (PS) of the CST. We determined the most predictive variables for poor 6-month functional outcome [modified Rankin Scale (mRS) > 2] using the least absolute shrinkage and selection operator (LASSO) method. We calculated discrimination using optimism-adjusted estimation of the area under the curve (AUC). RESULTS: Patients with 6-month mRS > 2 had lower rFA (0.945 [± 0.139] vs 1.045 [± 0.130]; OR 0.004 [95% CI 0.00–0.77]; p = 0.04) and higher rMD (1.233 [± 0.418] vs 0.963 [± 0.211]; OR 22.5 [95% CI 1.46–519.68]; p = 0.02). Discrimination (AUC) values were: 0.76 (95% CI 0.61–0.91) for the ICH score, 0.71 (95% CI 0.54–0.89) for rFA, and 0.72 (95% CI 0.61–0.91) for rMD. Combined models with DTI and non-DTI variables offer an improvement in discrimination: for the best model, the AUC was 0.82 ([95% CI 0.68–0.95]; p = 0.15). CONCLUSION: In our exploratory study, PS-CST rFA and rMD had comparable predictive ability to the ICH score for 6-month functional outcome. Adding DTI metrics to clinical-radiological scores might improve discrimination, but this needs to be investigated in larger studies. Springer Berlin Heidelberg 2022-07-21 2022 /pmc/articles/PMC9553831/ /pubmed/35861854 http://dx.doi.org/10.1007/s00415-022-11245-1 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/) . |
spellingShingle | Original Communication Schwarz, G. Kanber, B. Prados, F. Browning, S. Simister, R. Jäger, R. Ambler, G. Wheeler-Kingshott, C. A. M. Gandini Werring, David J. Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title | Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title_full | Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title_fullStr | Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title_full_unstemmed | Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title_short | Acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
title_sort | acute corticospinal tract diffusion tensor imaging predicts 6-month functional outcome after intracerebral haemorrhage |
topic | Original Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9553831/ https://www.ncbi.nlm.nih.gov/pubmed/35861854 http://dx.doi.org/10.1007/s00415-022-11245-1 |
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