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ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia
Introduction: Response to post-stroke aphasia language rehabilitation is difficult to anticipate, mainly because few predictors can help identify optimal, individualized treatment options. Imaging techniques, such as Voxel-based Lesion Symptom Mapping have been useful in linking specific brain areas...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397521/ https://www.ncbi.nlm.nih.gov/pubmed/37546533 http://dx.doi.org/10.3389/fphys.2023.1240992 |
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author | Krishnamurthy, Lisa C. Glassman, Clara Han, Joo H. Song, Serena E. Denmon, Chanse Weatherill, Maryanne Rodriguez, Amy D. Crosson, Bruce A. Krishnamurthy, Venkatagiri |
author_facet | Krishnamurthy, Lisa C. Glassman, Clara Han, Joo H. Song, Serena E. Denmon, Chanse Weatherill, Maryanne Rodriguez, Amy D. Crosson, Bruce A. Krishnamurthy, Venkatagiri |
author_sort | Krishnamurthy, Lisa C. |
collection | PubMed |
description | Introduction: Response to post-stroke aphasia language rehabilitation is difficult to anticipate, mainly because few predictors can help identify optimal, individualized treatment options. Imaging techniques, such as Voxel-based Lesion Symptom Mapping have been useful in linking specific brain areas to language behavior; however, further development is required to optimize the use of structural and physiological information in guiding individualized treatment for persons with aphasia (PWA). In this study, we will determine if cerebral blood flow (CBF) mapped in patients with chronic strokes can be further used to understand stroke-related factors and behavior. Methods: We collected perfusion MRI data using pseudo-Continuous Arterial Spin Labeling (pCASL) using a single post-labeling delay of 2,200 ms in 14 chronic PWA, along with high-resolution structural MRI to compute maps of tissue damage using Tissue Integrity Gradation via T2w T1w Ratio (TIGR). To quantify the CBF in chronic stroke lesions, we tested at what point spatial smoothing should be applied in the ASL analysis pipeline. We then related CBF to tissue damage, time since stroke, age, sex, and their respective cross-terms to further understand the variability in lesion CBF. Finally, we assessed the feasibility of computing multivariate brain-behavior maps using CBF and compared them to brain-behavior maps extracted with TIGR MRI. Results: We found that the CBF in chronic stroke lesions is significantly reduced compared to its homologue grey and white matter regions. However, a reliable CBF signal (although smaller than expected) was detected to reveal a negative relationship between CBF and increasing tissue damage. Further, the relationship between the lesion CBF and age, sex, time since stroke, and tissue damage and cross-terms suggested an aging-by-disease interaction. This relationship was strongest when smoothing was applied in the template space. Finally, we show that whole-brain CBF relates to domain-general visuospatial functioning in PWA. The CBF-based brain-behavior maps provide unique and complementary information to structural (lesion-based) brain-behavior maps. Discussion: Therefore, CBF can be detected in chronic stroke lesions using a standard pCASL MRI acquisition and is informative at the whole-brain level in identifying stroke rehabilitation targets in PWAs due to its relationship with demographic factors, stroke-related factors, and behavior. |
format | Online Article Text |
id | pubmed-10397521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103975212023-08-04 ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia Krishnamurthy, Lisa C. Glassman, Clara Han, Joo H. Song, Serena E. Denmon, Chanse Weatherill, Maryanne Rodriguez, Amy D. Crosson, Bruce A. Krishnamurthy, Venkatagiri Front Physiol Physiology Introduction: Response to post-stroke aphasia language rehabilitation is difficult to anticipate, mainly because few predictors can help identify optimal, individualized treatment options. Imaging techniques, such as Voxel-based Lesion Symptom Mapping have been useful in linking specific brain areas to language behavior; however, further development is required to optimize the use of structural and physiological information in guiding individualized treatment for persons with aphasia (PWA). In this study, we will determine if cerebral blood flow (CBF) mapped in patients with chronic strokes can be further used to understand stroke-related factors and behavior. Methods: We collected perfusion MRI data using pseudo-Continuous Arterial Spin Labeling (pCASL) using a single post-labeling delay of 2,200 ms in 14 chronic PWA, along with high-resolution structural MRI to compute maps of tissue damage using Tissue Integrity Gradation via T2w T1w Ratio (TIGR). To quantify the CBF in chronic stroke lesions, we tested at what point spatial smoothing should be applied in the ASL analysis pipeline. We then related CBF to tissue damage, time since stroke, age, sex, and their respective cross-terms to further understand the variability in lesion CBF. Finally, we assessed the feasibility of computing multivariate brain-behavior maps using CBF and compared them to brain-behavior maps extracted with TIGR MRI. Results: We found that the CBF in chronic stroke lesions is significantly reduced compared to its homologue grey and white matter regions. However, a reliable CBF signal (although smaller than expected) was detected to reveal a negative relationship between CBF and increasing tissue damage. Further, the relationship between the lesion CBF and age, sex, time since stroke, and tissue damage and cross-terms suggested an aging-by-disease interaction. This relationship was strongest when smoothing was applied in the template space. Finally, we show that whole-brain CBF relates to domain-general visuospatial functioning in PWA. The CBF-based brain-behavior maps provide unique and complementary information to structural (lesion-based) brain-behavior maps. Discussion: Therefore, CBF can be detected in chronic stroke lesions using a standard pCASL MRI acquisition and is informative at the whole-brain level in identifying stroke rehabilitation targets in PWAs due to its relationship with demographic factors, stroke-related factors, and behavior. Frontiers Media S.A. 2023-07-20 /pmc/articles/PMC10397521/ /pubmed/37546533 http://dx.doi.org/10.3389/fphys.2023.1240992 Text en Copyright © 2023 Krishnamurthy, Glassman, Han, Song, Denmon, Weatherill, Rodriguez, Crosson and Krishnamurthy. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Krishnamurthy, Lisa C. Glassman, Clara Han, Joo H. Song, Serena E. Denmon, Chanse Weatherill, Maryanne Rodriguez, Amy D. Crosson, Bruce A. Krishnamurthy, Venkatagiri ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title | ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title_full | ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title_fullStr | ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title_full_unstemmed | ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title_short | ASL MRI informs blood flow to chronic stroke lesions in patients with aphasia |
title_sort | asl mri informs blood flow to chronic stroke lesions in patients with aphasia |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397521/ https://www.ncbi.nlm.nih.gov/pubmed/37546533 http://dx.doi.org/10.3389/fphys.2023.1240992 |
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