Longitudinal evaluation of brain plasticity in low-grade gliomas: fMRI and graph-theory provide insights on language reorganization Journal Article


Authors: Pasquini, L.; Peck, K. K.; Tao, A.; Del Ferraro, G.; Correa, D. D.; Jenabi, M.; Kobylarz, E.; Zhang, Z.; Brennan, C.; Tabar, V.; Makse, H.; Holodny, A. I.
Article Title: Longitudinal evaluation of brain plasticity in low-grade gliomas: fMRI and graph-theory provide insights on language reorganization
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. © 2023 by the authors.
Keywords: adult; clinical article; human tissue; middle aged; case report; postoperative period; radiation dose; glioma; preoperative evaluation; tumor localization; image analysis; cohort analysis; correlation analysis; diagnostic value; nerve cell plasticity; fmri; language; functional magnetic resonance imaging; hemispheric dominance; left hemisphere; right hemisphere; brain mapping; image processing; trend study; brain biopsy; graph theory; adjuvant radiotherapy; brain function; nerve cell network; performance; longitudinal study; surgical patient; hypothesis; prognostic value; plasticity; right handedness; cancer prognosis; human; male; female; article; language reorganization; graph-theory; fixed linear mixed model; hemispheric connectivity; speech and language assessment
Journal Title: Cancers
Volume: 15
Issue: 3
ISSN: 2072-6694
Publisher: MDPI  
Date Published: 2023-02-01
Start Page: 836
Language: English
DOI: 10.3390/cancers15030836
PROVIDER: scopus
PMCID: PMC9913404
PUBMED: 36765795
DOI/URL:
Notes: The MSK Cancer Center Support Grant (P30 CA008748) is acknowledged in the PDF -- Corresponding author is MSK author: Luca Pasquini -- Source: Scopus
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MSK Authors
  1. Zhigang Zhang
    427 Zhang
  2. Denise D Correa
    83 Correa
  3. Viviane S Tabar
    224 Tabar
  4. Cameron Brennan
    226 Brennan
  5. Kyung Peck
    116 Peck
  6. Andrei Holodny
    206 Holodny
  7. Mehrnaz Jenabi
    25 Jenabi
  8. Alice Junling Tao
    3 Tao