Literature DB >> 34909442

Macroscopic Structural and Connectome Mapping of the Mouse Brain Using Diffusion Magnetic Resonance Imaging.

Tanzil Mahmud Arefin1, Choong Heon Lee1, Jordon D White2, Jiangyang Zhang1, Arie Kaffman2.   

Abstract

Translational work in rodents elucidates basic mechanisms that drive complex behaviors relevant to psychiatric and neurological conditions. Nonetheless, numerous promising studies in rodents later fail in clinical trials, highlighting the need for improving the translational utility of preclinical studies in rodents. Imaging of small rodents provides an important strategy to address this challenge, as it enables a whole-brain unbiased search for structural and dynamic changes that can be directly compared to human imaging. The functional significance of structural changes identified using imaging can then be further investigated using molecular and genetic tools available for the mouse. Here, we describe a pipeline for unbiased search and characterization of structural changes and network properties, based on diffusion MRI data covering the entire mouse brain at an isotropic resolution of 100 µm. We first used unbiased whole-brain voxel-based analyses to identify volumetric and microstructural alterations in the brain of adult mice exposed to unpredictable postnatal stress (UPS), which is a mouse model of complex early life stress (ELS). Brain regions showing structural abnormalities were used as nodes to generate a grid for assessing structural connectivity and network properties based on graph theory. The technique described here can be broadly applied to understand brain connectivity in other mouse models of human disorders, as well as in genetically modified mouse strains. Graphic abstract: Pipeline for characterizing structural connectome in the mouse brain using diffusion magnetic resonance imaging. Scale bar = 1 mm. ©Copyright Arefin et al.

Entities:  

Keywords:  Brain network properties; Diffusion MRI; Fiber tractography; Mouse brain.; Structural connectivity

Year:  2021        PMID: 34909442      PMCID: PMC8635841          DOI: 10.21769/BioProtoc.4221

Source DB:  PubMed          Journal:  Bio Protoc        ISSN: 2331-8325


  35 in total

Review 1.  Looking into the functional architecture of the brain with diffusion MRI.

Authors:  Denis Le Bihan
Journal:  Nat Rev Neurosci       Date:  2003-06       Impact factor: 34.870

2.  Connectomic reconstruction of the inner plexiform layer in the mouse retina.

Authors:  Moritz Helmstaedter; Kevin L Briggman; Srinivas C Turaga; Viren Jain; H Sebastian Seung; Winfried Denk
Journal:  Nature       Date:  2013-08-08       Impact factor: 49.962

3.  Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers.

Authors:  V J Wedeen; R P Wang; J D Schmahmann; T Benner; W Y I Tseng; G Dai; D N Pandya; P Hagmann; H D'Arceuil; A J de Crespigny
Journal:  Neuroimage       Date:  2008-04-08       Impact factor: 6.556

Review 4.  Towards an efficient segmentation of small rodents brain: A short critical review.

Authors:  Riccardo Feo; Federico Giove
Journal:  J Neurosci Methods       Date:  2019-05-15       Impact factor: 2.390

5.  Localized diffusion magnetic resonance micro-imaging of the live mouse brain.

Authors:  Dan Wu; Dominik Reisinger; Jiadi Xu; S Ali Fatemi; Peter C M van Zijl; Susumu Mori; Jiangyang Zhang
Journal:  Neuroimage       Date:  2014-01-17       Impact factor: 6.556

6.  Graph theoretical quantification of white matter reorganization after cortical stroke in mice.

Authors:  Niklas Pallast; Frederique Wieters; Marieke Nill; Gereon R Fink; Markus Aswendt
Journal:  Neuroimage       Date:  2020-05-05       Impact factor: 6.556

7.  Comparative mouse brain tractography of diffusion magnetic resonance imaging.

Authors:  Randal X Moldrich; Kerstin Pannek; Renee Hoch; John L Rubenstein; Nyoman D Kurniawan; Linda J Richards
Journal:  Neuroimage       Date:  2010-03-18       Impact factor: 6.556

8.  Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging.

Authors:  Can Ceritoglu; Kenichi Oishi; Xin Li; Ming-Chung Chou; Laurent Younes; Marilyn Albert; Constantine Lyketsos; Peter C M van Zijl; Michael I Miller; Susumu Mori
Journal:  Neuroimage       Date:  2009-05-03       Impact factor: 6.556

9.  Altered structural connectivity networks in a mouse model of complete and partial dysgenesis of the corpus callosum.

Authors:  Timothy J Edwards; Laura R Fenlon; Ryan J Dean; Jens Bunt; Elliott H Sherr; Linda J Richards
Journal:  Neuroimage       Date:  2020-04-29       Impact factor: 7.400

10.  Mapping Histological Slice Sequences to the Allen Mouse Brain Atlas Without 3D Reconstruction.

Authors:  Jing Xiong; Jing Ren; Liqun Luo; Mark Horowitz
Journal:  Front Neuroinform       Date:  2018-12-11       Impact factor: 4.081

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  1 in total

1.  Virtual mouse brain histology from multi-contrast MRI via deep learning.

Authors:  Zifei Liang; Choong H Lee; Tanzil M Arefin; Zijun Dong; Piotr Walczak; Song-Hai Shi; Florian Knoll; Yulin Ge; Leslie Ying; Jiangyang Zhang
Journal:  Elife       Date:  2022-01-28       Impact factor: 8.713

  1 in total

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