Young versus older subject diffusion magnetic resonance imaging data for virtual white matter lesion tractography

Author:

Taghvaei Mohammad1ORCID,Cook Philip2,Sadaghiani Shokufeh1,Shakibajahromi Banafsheh1,Tackett William1,Dolui Sudipto2,De Debarun3,Brown Christopher1,Khandelwal Pulkit4,Yushkevich Paul2,Das Sandhitsu1,Wolk David A.1,Detre John A.1

Affiliation:

1. Department of Neurology University of Pennsylvania Philadelphia Pennsylvania USA

2. Department of Radiology University of Pennsylvania Philadelphia Pennsylvania USA

3. Department of Computer Engineering University of Illinois Urbana Illinois USA

4. Department of Bioengineering University of Pennsylvania Philadelphia Pennsylvania USA

Abstract

AbstractWhite matter hyperintensity (WMH) lesions on T2 fluid‐attenuated inversion recovery (FLAIR) magnetic resonance imaging (MRI) and changes in adjacent normal‐appearing white matter can disrupt computerized tract reconstruction and result in inaccurate measures of structural brain connectivity. The virtual lesion approach provides an alternative strategy for estimating structural connectivity changes due to WMH. To assess the impact of using young versus older subject diffusion MRI data for virtual lesion tractography, we leveraged recently available diffusion MRI data from the Human Connectome Project (HCP) Lifespan database. Neuroimaging data from 50 healthy young (39.2 ± 1.6 years) and 46 healthy older (74.2 ± 2.5 years) subjects were obtained from the publicly available HCP‐Aging database. Three WMH masks with low, moderate, and high lesion burdens were extracted from the WMH lesion frequency map of locally acquired FLAIR MRI data. Deterministic tractography was conducted to extract streamlines in 21 WM bundles with and without the WMH masks as regions of avoidance in both young and older cohorts. For intact tractography without virtual lesion masks, 7 out of 21 WM pathways showed a significantly lower number of streamlines in older subjects compared to young subjects. A decrease in streamline count with higher native lesion burden was found in corpus callosum, corticostriatal tract, and fornix pathways. Comparable percentages of affected streamlines were obtained in young and older groups with virtual lesion tractography using the three WMH lesion masks of increasing severity. We conclude that using normative diffusion MRI data from young subjects for virtual lesion tractography of WMH is, in most cases, preferable to using age‐matched normative data.

Funder

National Institutes of Health

McDonnell Center for Systems Neuroscience

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

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