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基于群体的成年雪貂脑MRI和DTI模板以及体素分析工具。

Population based MRI and DTI templates of the adult ferret brain and tools for voxelwise analysis.

作者信息

Hutchinson E B, Schwerin S C, Radomski K L, Sadeghi N, Jenkins J, Komlosh M E, Irfanoglu M O, Juliano S L, Pierpaoli C

机构信息

Section on Quantitative Imaging and Tissue Science, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.

The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.

出版信息

Neuroimage. 2017 May 15;152:575-589. doi: 10.1016/j.neuroimage.2017.03.009. Epub 2017 Mar 16.

Abstract

Non-invasive imaging has the potential to play a crucial role in the characterization and translation of experimental animal models to investigate human brain development and disorders, especially when employed to study animal models that more accurately represent features of human neuroanatomy. The purpose of this study was to build and make available MRI and DTI templates and analysis tools for the ferret brain as the ferret is a well-suited species for pre-clinical MRI studies with folded cortical surface, relatively high white matter volume and body dimensions that allow imaging with pre-clinical MRI scanners. Four ferret brain templates were built in this study - in-vivo MRI and DTI and ex-vivo MRI and DTI - using brain images across many ferrets and region of interest (ROI) masks corresponding to established ferret neuroanatomy were generated by semi-automatic and manual segmentation. The templates and ROI masks were used to create a web-based ferret brain viewing software for browsing the MRI and DTI volumes with annotations based on the ROI masks. A second objective of this study was to provide a careful description of the imaging methods used for acquisition, processing, registration and template building and to demonstrate several voxelwise analysis methods including Jacobian analysis of morphometry differences between the female and male brain and bias-free identification of DTI abnormalities in an injured ferret brain. The templates, tools and methodological optimization presented in this study are intended to advance non-invasive imaging approaches for human-similar animal species that will enable the use of pre-clinical MRI studies for understanding and treating brain disorders.

摘要

非侵入性成像在将实验动物模型用于研究人类大脑发育和疾病的特征描述及转化方面具有发挥关键作用的潜力,尤其是在用于研究能更准确呈现人类神经解剖学特征的动物模型时。本研究的目的是构建雪貂脑的MRI和DTI模板及分析工具并使其可用,因为雪貂是一种非常适合用于临床前MRI研究的物种,其具有折叠的皮质表面、相对较高的白质体积以及适合临床前MRI扫描仪成像的身体尺寸。本研究构建了四个雪貂脑模板——活体MRI和DTI以及离体MRI和DTI——利用多只雪貂的脑图像,通过半自动和手动分割生成了与已确立的雪貂神经解剖学相对应的感兴趣区域(ROI)掩码。这些模板和ROI掩码被用于创建一个基于网络的雪貂脑查看软件,用于浏览带有基于ROI掩码注释的MRI和DTI体积。本研究的第二个目标是详细描述用于采集、处理、配准和模板构建的成像方法,并展示几种体素分析方法,包括对雌性和雄性大脑形态测量差异的雅可比分析以及对受伤雪貂脑DTI异常的无偏识别。本研究中呈现的模板、工具和方法优化旨在推进针对类似人类动物物种的非侵入性成像方法,这将使临床前MRI研究能够用于理解和治疗脑部疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db55/6409125/61d67f45c60e/nihms-999422-f0001.jpg

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