DTI of tuber and perituberal tissue can predict epileptogenicity in tuberous sclerosis complex

Akira Yogi*, Yoko Hirata, Elena Karavaeva, Robert J. Harris, Joyce Y. Wu, Sue L. Yudovin, Michael Linetsky, Gary W. Mathern, Benjamin M. Ellingson, Noriko Salamon

*Corresponding author for this work

Research output: Contribution to journalArticle

16 Scopus citations

Abstract

To evaluate whether diffusion tensor imaging (DTI) can predict epileptogenic tubers by measuring apparent diffusion coefficient (ADC), fractional anisotropy, axial diffusivity, and radial diffusivity in both tubers and perituberal tissue in pediatric patients with tuberous sclerosis complex (TSC) undergoing epilepsy surgery. Methods: We retrospectively selected 23 consecutive patients (aged 0.4-19.6 years, mean age of 5.2; 13 female, 10 male) who underwent presurgical DTI and subsequent surgical resection between 2004 and 2013 fromthe University of California-Los Angeles TSC Clinic.We evaluated presurgical examinations including video-EEG, brain MRI, 18F-fluorodeoxyglucose-PET, magnetic source imaging, and intraoperative electrocorticography for determining epileptogenic tubers. A total of 545 tubers, 33 epileptogenic and 512 nonepileptogenic, were identified. Two observers generated the regions of interest (ROIs) of tubers (ROItuber), the 4-mm-thick ring-shaped ROIs surrounding the tubers (ROIperituber), and the combined ROIs (ROItuber+perituber) in consensus and calculated maximum, minimum, mean, and median values of each DTI measure in each ROI for all tubers. Results: The Mann-Whitney U test demonstrated that the epileptogenic group showed higher maximum ADC and radial diffusivity values in all ROIs, and that maximum ADC in ROItuber+perituber showed the strongest difference (p = 0.001). Receiver operating characteristic analysis demonstrated that maximum ADC measurements in ROItuber+perituber (area under curve = 0.68 ± 0.05, p < 0.001) had 81% sensitivity and 44% specificity for correctly identifying epileptogenic tubers with a cutoff value of 1.32 μm2/ms. Conclusions: DTI analysis of tubers and perituberal tissue may help to identify epileptogenic tubers in presurgical patients with TSC more easily and effectively than current invasive methods.

Original languageEnglish (US)
Pages (from-to)2011-2015
Number of pages5
JournalNeurology
Volume85
Issue number23
DOIs
StatePublished - Dec 8 2015
Externally publishedYes

ASJC Scopus subject areas

  • Clinical Neurology

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    Yogi, A., Hirata, Y., Karavaeva, E., Harris, R. J., Wu, J. Y., Yudovin, S. L., Linetsky, M., Mathern, G. W., Ellingson, B. M., & Salamon, N. (2015). DTI of tuber and perituberal tissue can predict epileptogenicity in tuberous sclerosis complex. Neurology, 85(23), 2011-2015. https://doi.org/10.1212/WNL.0000000000002202