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Atlas registration for edema-corrected MRI lesion volume in mouse stroke models

Authors :
Stefan Koch
Susanne Mueller
Marco Foddis
Dominik von Elverfeldt
Thomas Bienert
André Rex
Monika Dopatka
Tracy D. Farr
Ulrich Dirnagl
René Bernard
Philipp Boehm-Sturm
Felix Knab
Christoph Harms
Source :
Journal of cerebral blood flow & metabolism 39(2), 313-323 (2017). doi:10.1177/0271678X17726635, Journal of Cerebral Blood Flow & Metabolism
Publication Year :
2019
Publisher :
Sage, 2019.

Abstract

Lesion volume measurements with magnetic resonance imaging are widely used to assess outcome in rodent models of stroke. In this study, we improved a mathematical framework to correct lesion size for edema which is based on manual delineation of the lesion and hemispheres. Furthermore, a novel MATLAB toolbox to register mouse brain MR images to the Allen brain atlas is presented. Its capability to calculate edema-corrected lesion size was compared to the manual approach. Automated image registration performed equally well in in a mouse middle cerebral artery occlusion model (Pearson r = 0.976, p = 2.265e-11). Information encapsulated in the registration was used to generate maps of edema induced tissue volume changes. These showed discrepancies to simplified tissue models underlying the manual approach. The presented techniques provide biologically more meaningful, voxel-wise biomarkers of vasogenic edema after stroke.

Details

Language :
English
Database :
OpenAIRE
Journal :
Journal of cerebral blood flow & metabolism 39(2), 313-323 (2017). doi:10.1177/0271678X17726635, Journal of Cerebral Blood Flow & Metabolism
Accession number :
edsair.doi.dedup.....4ff864c3dabce2a137a5312729f72baf