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

Author:

Koch Stefan1,Mueller Susanne12,Foddis Marco1,Bienert Thomas3,von Elverfeldt Dominik3,Knab Felix1,Farr Tracy D14,Bernard René1,Dopatka Monika1,Rex André1,Dirnagl Ulrich156,Harms Christoph1,Boehm-Sturm Philipp12

Affiliation:

1. Department of Experimental Neurology, Center for Stroke Research Berlin (CSB), and NeuroCure, Charité University Medicine Berlin, Berlin, Germany

2. Charité Core Facility 7T Experimental MRIs, Charité University Medicine Berlin, Berlin, Germany

3. Department of Radiology – Medical Physics, and BrainLinks-BrainTools Excellence Cluster, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Germany

4. School of Life Sciences, University of Nottingham, Nottingham, UK

5. German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany

6. Berlin Institute of Health, Berlin, Germany

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.

Publisher

SAGE Publications

Subject

Cardiology and Cardiovascular Medicine,Clinical Neurology,Neurology

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3