The BigBrainWarp toolbox for integration of BigBrain 3D histology with multimodal neuroimaging

被引:27
|
作者
Paquola, Casey [1 ,2 ]
Royer, Jessica [1 ]
Lewis, Lindsay B. [1 ]
Lepage, Claude [1 ]
Glatard, Tristan [3 ]
Wagstyl, Konrad [4 ]
DeKraker, Jordan [1 ,5 ]
Toussaint, Paule-J [1 ]
Valk, Sofie L. [6 ,7 ]
Collins, Louis [1 ]
Khan, Ali R. [8 ]
Amunts, Katrin [2 ]
Evans, Alan C. [1 ]
Dickscheid, Timo [2 ]
Bernhardt, Boris [1 ]
机构
[1] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Montreal, PQ, Canada
[2] Forschungszentrum Julich, Inst Neurosci & Med INM 1, Julich, Germany
[3] Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ, Canada
[4] UCL, Wellcome Trust Ctr Neuroimaging, London, England
[5] Univ Western Ontario, Brain & Mind Inst, London, ON, Canada
[6] Max Planck Inst Human Cognit & Brain Sci, Otto Hahn Grp Cognit Neurogenet, Leipzig, Germany
[7] Forschungszentrum Julich, Inst Neurosci & Med INM 7, Julich, Germany
[8] Univ Western Ontario, Schulich Sch Med & Dent, Dept Med Biophys, London, ON, Canada
来源
ELIFE | 2021年 / 10卷
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
neuroimaging; histology; multi-modal; anatomy; Human; HUMAN CEREBRAL-CORTEX; AUTOMATED 3-D EXTRACTION; HUMAN BRAIN; PROBABILISTIC ATLAS; CYTOARCHITECTONIC DEFINITION; PARAHIPPOCAMPAL SUBREGIONS; ALZHEIMERS-DISEASE; COORDINATE SYSTEM; PREFRONTAL AREAS; MRI;
D O I
10.7554/eLife.70119
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neuroimaging stands to benefit from emerging ultrahigh-resolution 3D histological atlases of the human brain; the first of which is 'BigBrain'. Here, we review recent methodological advances for the integration of BigBrain with multi-modal neuroimaging and introduce a toolbox, 'BigBrainWarp', that combines these developments. The aim of BigBrainWarp is to simplify workflows and support the adoption of best practices. This is accomplished with a simple wrapper function that allows users to easily map data between BigBrain and standard MRI spaces. The function automatically pulls specialised transformation procedures, based on ongoing research from a wide collaborative network of researchers. Additionally, the toolbox improves accessibility of histological information through dissemination of ready-to-use cytoarchitectural features. Finally, we demonstrate the utility of BigBrainWarp with three tutorials and discuss the potential of the toolbox to support multi-scale investigations of brain organisation.
引用
收藏
页数:25
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