Longitudinal Evaluation of Brain Plasticity in Low-Grade Gliomas: fMRI and Graph-Theory Provide Insights on Language Reorganization

Author:

Pasquini Luca12ORCID,Peck Kyung K.13,Tao Alice1,Del Ferraro Gino4,Correa Denise D.56,Jenabi Mehrnaz1ORCID,Kobylarz Erik78,Zhang Zhigang9,Brennan Cameron10,Tabar Viviane10,Makse Hernán11ORCID,Holodny Andrei I.1612ORCID

Affiliation:

1. Neuroradiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA

2. Neuroradiology Unit, NESMOS Department, Sant’Andrea Hospital, La Sapienza University, 00189 Rome, Italy

3. Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA

4. Center for Neural Science, New York University, New York, NY 10003, USA

5. Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA

6. Department of Neurology and Neuroscience, Weill Medical College of Cornell University, New York, NY 10021, USA

7. Department of Neurology, Geisel School of Medicine, Dartmouth College, Hanover, NH 03755, USA

8. Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA

9. Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA

10. Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA

11. Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA

12. Department of Radiology, Weill Medical College of Cornell University, New York, NY 10065, USA

Abstract

Language reorganization may represent an adaptive phenomenon to compensate tumor invasion of the dominant hemisphere. However, the functional changes over time underlying language plasticity remain unknown. We evaluated language function in patients with low-grade glioma (LGG), using task-based functional MRI (tb-fMRI), graph-theory and standardized language assessment. We hypothesized that functional networks obtained from tb-fMRI would show connectivity changes over time, with increased right-hemispheric participation. We recruited five right-handed patients (4M, mean age 47.6Y) with left-hemispheric LGG. Tb-fMRI and language assessment were conducted pre-operatively (pre-op), and post-operatively: post-op1 (4–8 months), post-op2 (10–14 months) and post-op3 (16–23 months). We computed the individual functional networks applying optimal percolation thresholding. Language dominance and hemispheric connectivity were quantified by laterality indices (LI) on fMRI maps and connectivity matrices. A fixed linear mixed model was used to assess the intra-patient correlation trend of LI values over time and their correlation with language performance. Individual networks showed increased inter-hemispheric and right-sided connectivity involving language areas homologues. Two patterns of language reorganization emerged: Three/five patients demonstrated a left-to-codominant shift from pre-op to post-op3 (type 1). Two/five patients started as atypical dominant at pre-op, and remained unchanged at post-op3 (type 2). LI obtained from tb-fMRI showed a significant left-to-right trend in all patients across timepoints. There were no significant changes in language performance over time. Type 1 language reorganization may be related to the treatment, while type 2 may be tumor-induced, since it was already present at pre-op. Increased inter-hemispheric and right-side connectivity may represent the initial step to develop functional plasticity.

Funder

National Institutes of Health

RSNA Foundation

The Society of MSKCC

NIBIB and NIMH: NIH BRAIN Initiative

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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