The role of resting-state functional MRI for clinical preoperative language mapping

Cancer Imaging. 2020 Jul 11;20(1):47. doi: 10.1186/s40644-020-00327-w.

Abstract

Background: Task-based functional MRI (tb-fMRI) is a well-established technique used to identify eloquent cortex, but has limitations, particularly in cognitively impaired patients who cannot perform language paradigms. Resting-state functional MRI (rs-fMRI) is a potential alternative modality for presurgical mapping of language networks that does not require task performance. The purpose of our study is to determine the utility of rs-fMRI for clinical preoperative language mapping when tb-fMRI is limited.

Methods: We retrospectively reviewed 134 brain tumor patients who underwent preoperative fMRI language mapping. rs-fMRI was post-processed with seed-based correlation (SBC) analysis, when language tb-fMRI was limited. Two neuroradiologists reviewed both the tb-fMRI and rs-fMRI results. Six neurosurgeons retrospectively rated the usefulness of rs-fMRI for language mapping in their patients.

Results: Of the 134 patients, 49 cases had limited tb-fMRI and rs-fMRI was post-processed. Two neuroradiologists found rs-fMRI beneficial for functional language mapping in 41(84%) and 43 (88%) cases respectively; Cohen's kappa is 0.83, with a 95% confidence interval (0.61, 1.00). The neurosurgeons found rs-fMRI "definitely" useful in 26 cases (60%) and "somewhat" useful in 13 cases (30%) in locating potential eloquent language centers of clinical interest. Six unsuccessful rs-fMRI cases were due to: head motion (2 cases), nonspecific functionality connectivity outside the posterior language network (1 case), and an unknown system instability (3 cases).

Conclusions: This study is a proof of concept that shows SBC rs-fMRI may be a viable alternative for clinical language mapping when tb-fMRI is limited.

Keywords: Functional connectivity; Regional homogeneity; Resting-state fMRI; Seed-based correlation.

Publication types

  • Evaluation Study

MeSH terms

  • Adolescent
  • Adult
  • Brain Mapping / methods*
  • Brain Neoplasms / diagnostic imaging*
  • Brain Neoplasms / pathology
  • Brain Neoplasms / surgery
  • Female
  • Humans
  • Language*
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Preoperative Period