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Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury

BACKGROUND: Cognitive impairment and cerebral microbleeds (CMBs) are long-term side-effects of cranial radiation therapy (RT). Previously we showed that memory function is disrupted in young patients and that the rate of cognitive decline correlates with CMB development. However, vascular injury alo...

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Autores principales: Morrison, Melanie A., Walter, Sadie, Mueller, Sabine, Felton, Erin, Jakary, Angela, Stoller, Schuyler, Molinaro, Annette M., Braunstein, Steve E., Hess, Christopher P., Lupo, Janine M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9511024/
https://www.ncbi.nlm.nih.gov/pubmed/36172034
http://dx.doi.org/10.3389/fneur.2022.921984
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author Morrison, Melanie A.
Walter, Sadie
Mueller, Sabine
Felton, Erin
Jakary, Angela
Stoller, Schuyler
Molinaro, Annette M.
Braunstein, Steve E.
Hess, Christopher P.
Lupo, Janine M.
author_facet Morrison, Melanie A.
Walter, Sadie
Mueller, Sabine
Felton, Erin
Jakary, Angela
Stoller, Schuyler
Molinaro, Annette M.
Braunstein, Steve E.
Hess, Christopher P.
Lupo, Janine M.
author_sort Morrison, Melanie A.
collection PubMed
description BACKGROUND: Cognitive impairment and cerebral microbleeds (CMBs) are long-term side-effects of cranial radiation therapy (RT). Previously we showed that memory function is disrupted in young patients and that the rate of cognitive decline correlates with CMB development. However, vascular injury alone cannot explain RT-induced cognitive decline. Here we use resting-state functional MRI (rsfMRI) to further investigate the complex mechanisms underlying memory impairment after RT. METHODS: Nineteen young patients previously treated with or without focal or whole-brain RT for a brain tumor underwent cognitive testing followed by 7T rsfMRI and susceptibility-weighted imaging for CMB detection. Global brain modularity and efficiency, and rsfMRI signal variability within the dorsal attention, salience, and frontoparietal networks were computed. We evaluated whether MR metrics could distinguish age- and sex-matched controls (N = 19) from patients and differentiate patients based on RT exposure and aggressiveness. We also related MR metrics with memory performance, CMB burden, and risk factors for cognitive decline after RT. RESULTS: Compared to controls, patients exhibited widespread hyperconnectivity, similar modularity, and significantly increased efficiency (p < 0.001) and network variability (p < 0.001). The most abnormal values were detected in patients treated with high dose whole-brain RT, having supratentorial tumors, and who did not undergo RT but had hydrocephalus. MR metrics and memory performance were correlated (R = 0.34–0.53), though MR metrics were more strongly related to risk factors for cognitive worsening and CMB burden with evidence of functional recovery. CONCLUSIONS: MR metrics describing brain connectivity and variability represent promising candidate imaging biomarkers for monitoring of long-term cognitive side-effects after RT.
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spelling pubmed-95110242022-09-27 Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury Morrison, Melanie A. Walter, Sadie Mueller, Sabine Felton, Erin Jakary, Angela Stoller, Schuyler Molinaro, Annette M. Braunstein, Steve E. Hess, Christopher P. Lupo, Janine M. Front Neurol Neurology BACKGROUND: Cognitive impairment and cerebral microbleeds (CMBs) are long-term side-effects of cranial radiation therapy (RT). Previously we showed that memory function is disrupted in young patients and that the rate of cognitive decline correlates with CMB development. However, vascular injury alone cannot explain RT-induced cognitive decline. Here we use resting-state functional MRI (rsfMRI) to further investigate the complex mechanisms underlying memory impairment after RT. METHODS: Nineteen young patients previously treated with or without focal or whole-brain RT for a brain tumor underwent cognitive testing followed by 7T rsfMRI and susceptibility-weighted imaging for CMB detection. Global brain modularity and efficiency, and rsfMRI signal variability within the dorsal attention, salience, and frontoparietal networks were computed. We evaluated whether MR metrics could distinguish age- and sex-matched controls (N = 19) from patients and differentiate patients based on RT exposure and aggressiveness. We also related MR metrics with memory performance, CMB burden, and risk factors for cognitive decline after RT. RESULTS: Compared to controls, patients exhibited widespread hyperconnectivity, similar modularity, and significantly increased efficiency (p < 0.001) and network variability (p < 0.001). The most abnormal values were detected in patients treated with high dose whole-brain RT, having supratentorial tumors, and who did not undergo RT but had hydrocephalus. MR metrics and memory performance were correlated (R = 0.34–0.53), though MR metrics were more strongly related to risk factors for cognitive worsening and CMB burden with evidence of functional recovery. CONCLUSIONS: MR metrics describing brain connectivity and variability represent promising candidate imaging biomarkers for monitoring of long-term cognitive side-effects after RT. Frontiers Media S.A. 2022-09-12 /pmc/articles/PMC9511024/ /pubmed/36172034 http://dx.doi.org/10.3389/fneur.2022.921984 Text en Copyright © 2022 Morrison, Walter, Mueller, Felton, Jakary, Stoller, Molinaro, Braunstein, Hess and Lupo. 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 Neurology
Morrison, Melanie A.
Walter, Sadie
Mueller, Sabine
Felton, Erin
Jakary, Angela
Stoller, Schuyler
Molinaro, Annette M.
Braunstein, Steve E.
Hess, Christopher P.
Lupo, Janine M.
Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title_full Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title_fullStr Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title_full_unstemmed Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title_short Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
title_sort functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9511024/
https://www.ncbi.nlm.nih.gov/pubmed/36172034
http://dx.doi.org/10.3389/fneur.2022.921984
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