PLoS ONE (Jan 2018)

Integration of resting state functional MRI into clinical practice - A large single institution experience.

  • Eric C Leuthardt,
  • Gloria Guzman,
  • S Kathleen Bandt,
  • Carl Hacker,
  • Ananth K Vellimana,
  • David Limbrick,
  • Mikhail Milchenko,
  • Pamela Lamontagne,
  • Benjamin Speidel,
  • Jarod Roland,
  • Michelle Miller-Thomas,
  • Abraham Z Snyder,
  • Daniel Marcus,
  • Joshua Shimony,
  • Tammie L S Benzinger

DOI
https://doi.org/10.1371/journal.pone.0198349
Journal volume & issue
Vol. 13, no. 6
p. e0198349

Abstract

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Functional magnetic resonance imaging (fMRI) is an important tool for pre-surgical evaluation of eloquent cortex. Classic task-based paradigms require patient participation and individual imaging sequence acquisitions for each functional domain that is being assessed. Resting state fMRI (rs-fMRI), however, enables functional localization without patient participation and can evaluate numerous functional domains with a single imaging session. To date, post-processing of this resting state data has been resource intensive, which limits its widespread application for routine clinical use. Through a novel automated algorithm and advanced imaging IT structure, we report the clinical application and the large-scale integration of rs-fMRI into routine neurosurgical practice. One hundred and ninety one consecutive patients underwent a 3T rs-fMRI, 83 of whom also underwent both motor and language task-based fMRI. Data were processed using a novel, automated, multi-layer perceptron algorithm and integrated into stereotactic navigation using a streamlined IT imaging pipeline. One hundred eighty-five studies were performed for intracranial neoplasm, 14 for refractory epilepsy and 33 for vascular malformations or other neurological disorders. Failure rate of rs-fMRI of 13% was significantly better than that for task-based fMRI (38.5%,) (p <0.001). In conclusion, at Washington University in St. Louis, rs-fMRI has become an integral part of standard imaging for neurosurgical planning. Resting state fMRI can be used in all patients, and due to its lower failure rate than task-based fMRI, it is useful for patients who are unable to cooperate with task-based studies.