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Functional connectivity within glioblastoma impacts overall survival

BACKGROUND: Glioblastoma (GBM; World Health Organization grade IV) assumes a variable appearance on MRI owing to heterogeneous proliferation and infiltration of its cells. As a result, the neurovascular units responsible for functional connectivity (FC) may exist within gross tumor boundaries, albei...

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Autores principales: Daniel, Andy G S, Park, Ki Yun, Roland, Jarod L, Dierker, Donna, Gross, James, Humphries, Joseph B, Hacker, Carl D, Snyder, Abraham Z, Shimony, Joshua S, Leuthardt, Eric C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992880/
https://www.ncbi.nlm.nih.gov/pubmed/32789494
http://dx.doi.org/10.1093/neuonc/noaa189
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author Daniel, Andy G S
Park, Ki Yun
Roland, Jarod L
Dierker, Donna
Gross, James
Humphries, Joseph B
Hacker, Carl D
Snyder, Abraham Z
Shimony, Joshua S
Leuthardt, Eric C
author_facet Daniel, Andy G S
Park, Ki Yun
Roland, Jarod L
Dierker, Donna
Gross, James
Humphries, Joseph B
Hacker, Carl D
Snyder, Abraham Z
Shimony, Joshua S
Leuthardt, Eric C
author_sort Daniel, Andy G S
collection PubMed
description BACKGROUND: Glioblastoma (GBM; World Health Organization grade IV) assumes a variable appearance on MRI owing to heterogeneous proliferation and infiltration of its cells. As a result, the neurovascular units responsible for functional connectivity (FC) may exist within gross tumor boundaries, albeit with altered magnitude. Therefore, we hypothesize that the strength of FC within GBMs is predictive of overall survival. METHODS: We used predefined FC regions of interest (ROIs) in de novo GBM patients to characterize the presence of within-tumor FC observable via resting-state functional MRI and its relationship to survival outcomes. RESULTS: Fifty-seven GBM patients (mean age, 57.8 ± 13.9 y) were analyzed. Functionally connected voxels, not identifiable on conventional structural images, can be routinely found within the tumor mass and was not significantly correlated to tumor size. In patients with known survival times (n = 31), higher intranetwork FC strength within GBM tumors was associated with better overall survival even after accounting for clinical and demographic covariates. CONCLUSIONS: These findings suggest the possibility that functionally intact regions may persist within GBMs and that the extent to which FC is maintained may carry prognostic value and inform treatment planning.
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spelling pubmed-79928802021-03-31 Functional connectivity within glioblastoma impacts overall survival Daniel, Andy G S Park, Ki Yun Roland, Jarod L Dierker, Donna Gross, James Humphries, Joseph B Hacker, Carl D Snyder, Abraham Z Shimony, Joshua S Leuthardt, Eric C Neuro Oncol Basic and Translational Investigations BACKGROUND: Glioblastoma (GBM; World Health Organization grade IV) assumes a variable appearance on MRI owing to heterogeneous proliferation and infiltration of its cells. As a result, the neurovascular units responsible for functional connectivity (FC) may exist within gross tumor boundaries, albeit with altered magnitude. Therefore, we hypothesize that the strength of FC within GBMs is predictive of overall survival. METHODS: We used predefined FC regions of interest (ROIs) in de novo GBM patients to characterize the presence of within-tumor FC observable via resting-state functional MRI and its relationship to survival outcomes. RESULTS: Fifty-seven GBM patients (mean age, 57.8 ± 13.9 y) were analyzed. Functionally connected voxels, not identifiable on conventional structural images, can be routinely found within the tumor mass and was not significantly correlated to tumor size. In patients with known survival times (n = 31), higher intranetwork FC strength within GBM tumors was associated with better overall survival even after accounting for clinical and demographic covariates. CONCLUSIONS: These findings suggest the possibility that functionally intact regions may persist within GBMs and that the extent to which FC is maintained may carry prognostic value and inform treatment planning. Oxford University Press 2020-08-13 /pmc/articles/PMC7992880/ /pubmed/32789494 http://dx.doi.org/10.1093/neuonc/noaa189 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com.
spellingShingle Basic and Translational Investigations
Daniel, Andy G S
Park, Ki Yun
Roland, Jarod L
Dierker, Donna
Gross, James
Humphries, Joseph B
Hacker, Carl D
Snyder, Abraham Z
Shimony, Joshua S
Leuthardt, Eric C
Functional connectivity within glioblastoma impacts overall survival
title Functional connectivity within glioblastoma impacts overall survival
title_full Functional connectivity within glioblastoma impacts overall survival
title_fullStr Functional connectivity within glioblastoma impacts overall survival
title_full_unstemmed Functional connectivity within glioblastoma impacts overall survival
title_short Functional connectivity within glioblastoma impacts overall survival
title_sort functional connectivity within glioblastoma impacts overall survival
topic Basic and Translational Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992880/
https://www.ncbi.nlm.nih.gov/pubmed/32789494
http://dx.doi.org/10.1093/neuonc/noaa189
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