The value of resting-state functional magnetic resonance imaging for detecting epileptogenic zones in patients with focal epilepsy

PLoS One. 2017 Feb 15;12(2):e0172094. doi: 10.1371/journal.pone.0172094. eCollection 2017.

Abstract

Objective: To determine the value of resting-state functional magnetic resonance imaging (RS-fMRI) based on the local analysis methods regional homogeneity (ReHo), amplitude of low-frequency fluctuations (ALFF), and fractional ALFF (fALFF), for detecting epileptogenic zones (EZs).

Methods: A total of 42 consecutive patients with focal epilepsy were enrolled. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of visually assessed RS-fMRI, MRI, magnetic resonance spectroscopy (MRS), video electroencephalography (VEEG), and positron-emission tomography computed tomography (PET-CT) in EZ localization were evaluated to assess their diagnostic abilities. ReHo, ALFF, and fALFF were also compared for their diagnostic values.

Results: RS-fMRI showed comparable sensitivity to PET (83.3%) and specificity to VEEG (66.7%), respectively, for EZ localization in patients with focal epilepsy. There were no significant differences between RS-fMRI and the other localization techniques in terms of sensitivity, specificity, PPV, and NPV. The sensitivities of ReHo, ALFF, and fALFF were 69.4%, 52.8%, and 38.9%, respectively, and for specificities of 66.7%, 83.3%, and 66.7%, respectively. There were no significant differences among ReHo, ALFF, and fALFF, except that ReHo was more sensitive than fALFF.

Conclusions: RS-fMRI may be an efficient tool for detecting EZs in focal epilepsy patients.

MeSH terms

  • Adolescent
  • Adult
  • Brain / diagnostic imaging
  • Brain / physiology*
  • Brain Mapping
  • Child
  • Child, Preschool
  • Electroencephalography
  • Epilepsies, Partial / diagnosis*
  • Epilepsies, Partial / diagnostic imaging
  • Epilepsies, Partial / pathology
  • Female
  • Humans
  • Image Interpretation, Computer-Assisted
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Positron Emission Tomography Computed Tomography
  • Sensitivity and Specificity
  • Young Adult

Grants and funding

This work was supported by the Tianjin Science and Technology Support Project (15ZCZDSY00520) and Tianjin Bureau of Public Health (13KG107).