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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-7992880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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