Functional connectivity within glioblastoma impacts overall survival

Author:

Daniel Andy G S1,Park Ki Yun2,Roland Jarod L34,Dierker Donna2,Gross James5,Humphries Joseph B1,Hacker Carl D6,Snyder Abraham Z2,Shimony Joshua S2,Leuthardt Eric C16789

Affiliation:

1. Department of Biomedical Engineering, McKelvey School of Engineering, Washington University, St. Louis, Missouri

2. Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri

3. Washington University School of Medicine, St Louis, Missouri

4. Department of Neurological Surgery, University of California San Francisco, San Francisco, California

5. School of Medicine, St Louis, Missouri

6. Department of Neurological Surgery, St Louis, Missouri

7. Department of Neuroscience, St Louis, Missouri

8. Department of Mechanical Engineering and Materials Science, St Louis, Missouri

9. Center for Innovation in Neuroscience and Technology, St Louis, Missouri

Abstract

Abstract 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.

Funder

National Cancer Institute

National Institutes of Health

Christopher Davidson Fund

St Louis Chancellor’s Graduate Fellowship

Eunice Kennedy Shriver National Institute of Child Health & Human Development of the National Institutes of Health

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,Clinical Neurology,Oncology

Reference38 articles.

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