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J. Neurol. Neurosurg. Psychiatr. · Sep 2013
White matter imaging helps dissociate tau from TDP-43 in frontotemporal lobar degeneration.
- Corey T McMillan, David J Irwin, Brian B Avants, John Powers, Philip A Cook, Jon B Toledo, McCarty WoodElisabethE, Vivianna M Van Deerlin, Virginia M-Y Lee, John Q Trojanowski, and Murray Grossman.
- Department of Neurology, Perelman School of Medicine, Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA. mcmillac@mail.med.upenn.edu
- J. Neurol. Neurosurg. Psychiatr. 2013 Sep 1; 84 (9): 949955949-55.
BackgroundFrontotemporal lobar degeneration (FTLD) is most commonly associated with TAR-DNA binding protein (TDP-43) or tau pathology at autopsy, but there are no in vivo biomarkers reliably discriminating between sporadic cases. As disease-modifying treatments emerge, it is critical to accurately identify underlying pathology in living patients so that they can be entered into appropriate etiology-directed clinical trials. Patients with tau inclusions (FTLD-TAU) appear to have relatively greater white matter (WM) disease at autopsy than those patients with TDP-43 (FTLD-TDP). In this paper, we investigate the ability of white matter (WM) imaging to help discriminate between FTLD-TAU and FTLD-TDP during life using diffusion tensor imaging (DTI).MethodsPatients with autopsy-confirmed disease or a genetic mutation consistent with FTLD-TDP or FTLD-TAU underwent multimodal T1 volumetric MRI and diffusion weighted imaging scans. We quantified cortical thickness in GM and fractional anisotropy (FA) in WM. We performed Eigenanatomy, a statistically robust dimensionality reduction algorithm, and used leave-one-out cross-validation to predict underlying pathology. Neuropathological assessment of GM and WM disease burden was performed in the autopsy-cases to confirm our findings of an ante-mortem GM and WM dissociation in the neuroimaging cohort.ResultsROC curve analyses evaluated classification accuracy in individual patients and revealed 96% sensitivity and 100% specificity for WM analyses. FTLD-TAU had significantly more WM degeneration and inclusion severity at autopsy relative to FTLD-TDP.ConclusionsThese neuroimaging and neuropathological investigations provide converging evidence for greater WM burden associated with FTLD-TAU, and emphasise the role of WM neuroimaging for in vivo discrimination between FTLD-TAU and FTLD-TDP.
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