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

Vinodh A. Kumar, Islam M. Heiba, Sujit S. Prabhu, Melissa M. Chen, Rivka R. Colen, Angela L. Young, Jason M. Johnson, Ping Hou, Kyle Noll, Sherise D. Ferguson, Ganesh Rao, Frederick F. Lang, Donald F. Schomer, Ho Ling Liu

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

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.

Original languageEnglish (US)
Article number47
JournalCancer Imaging
Volume20
Issue number1
DOIs
StatePublished - Jul 11 2020

Keywords

  • Functional connectivity
  • Regional homogeneity
  • Resting-state fMRI
  • Seed-based correlation

ASJC Scopus subject areas

  • Radiological and Ultrasound Technology
  • Oncology
  • Radiology Nuclear Medicine and imaging

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