Literature DB >> 35475238

CUBIC-Cloud provides an integrative computational framework toward community-driven whole-mouse-brain mapping.

Tomoyuki Mano1,2, Ken Murata3, Kazuhiro Kon4, Chika Shimizu2, Hiroaki Ono4, Shoi Shi2,4, Rikuhiro G Yamada2, Kazunari Miyamichi3, Etsuo A Susaki2,4, Kazushige Touhara3,5, Hiroki R Ueda1,2,4.   

Abstract

Recent advancements in tissue clearing technologies have offered unparalleled opportunities for researchers to explore the whole mouse brain at cellular resolution. With the expansion of this experimental technique, however, a scalable and easy-to-use computational tool is in demand to effectively analyze and integrate whole-brain mapping datasets. To that end, here we present CUBIC-Cloud, a cloud-based framework to quantify, visualize, and integrate mouse brain data. CUBIC-Cloud is a fully automated system where users can upload their whole-brain data, run analyses, and publish the results. We demonstrate the generality of CUBIC-Cloud by a variety of applications. First, we investigated the brain-wide distribution of five cell types. Second, we quantified Aβ plaque deposition in Alzheimer's disease model mouse brains. Third, we reconstructed a neuronal activity profile under LPS-induced inflammation by c-Fos immunostaining. Last, we show brain-wide connectivity mapping by pseudotyped rabies virus. Together, CUBIC-Cloud provides an integrative platform to advance scalable and collaborative whole-brain mapping.
© 2021 The Authors.

Entities:  

Keywords:  Alzheimer's disease; Kiss1; LPS; arcuate nucleus of the hypothalamus; c-Fos; cloud computing; inflammation; light-sheet fluorescence microscopy; rabies virus; tissue clearing

Year:  2021        PMID: 35475238      PMCID: PMC9017177          DOI: 10.1016/j.crmeth.2021.100038

Source DB:  PubMed          Journal:  Cell Rep Methods        ISSN: 2667-2375


  73 in total

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Review 2.  Chemical Principles in Tissue Clearing and Staining Protocols for Whole-Body Cell Profiling.

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Journal:  Nat Methods       Date:  2019-09-30       Impact factor: 28.547

4.  Parvalbumin-containing neurons in the rat basolateral amygdala: morphology and co-localization of Calbindin-D(28k).

Authors:  A J McDonald; R L Betette
Journal:  Neuroscience       Date:  2001       Impact factor: 3.590

5.  Microglia-specific localisation of a novel calcium binding protein, Iba1.

Authors:  D Ito; Y Imai; K Ohsawa; K Nakajima; Y Fukuuchi; S Kohsaka
Journal:  Brain Res Mol Brain Res       Date:  1998-06-01

6.  Chunkflow: hybrid cloud processing of large 3D images by convolutional nets.

Authors:  Jingpeng Wu; William M Silversmith; Kisuk Lee; H Sebastian Seung
Journal:  Nat Methods       Date:  2021-04       Impact factor: 28.547

7.  A platform for stereological quantitative analysis of the brain-wide distribution of type-specific neurons.

Authors:  Chen Zhang; Cheng Yan; Miao Ren; Anan Li; Tingwei Quan; Hui Gong; Jing Yuan
Journal:  Sci Rep       Date:  2017-10-30       Impact factor: 4.379

8.  A bed nucleus of stria terminalis microcircuit regulating inflammation-associated modulation of feeding.

Authors:  Yong Wang; JungMin Kim; Matthew B Schmit; Tiffany S Cho; Caohui Fang; Haijiang Cai
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9.  Mapping neuronal inputs to Kiss1 neurons in the arcuate nucleus of the mouse.

Authors:  Shel-Hwa Yeo; Victoria Kyle; Clemence Blouet; Susan Jones; William Henry Colledge
Journal:  PLoS One       Date:  2019-03-27       Impact factor: 3.240

10.  Imaging multicellular specimens with real-time optimized tiling light-sheet selective plane illumination microscopy.

Authors:  Qinyi Fu; Benjamin L Martin; David Q Matus; Liang Gao
Journal:  Nat Commun       Date:  2016-03-23       Impact factor: 14.919

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  2 in total

Review 1.  Digital Brain Maps and Virtual Neuroscience: An Emerging Role for Light-Sheet Fluorescence Microscopy in Drug Development.

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Journal:  Front Neurosci       Date:  2022-04-20       Impact factor: 5.152

2.  An analysis modality for vascular structures combining tissue-clearing technology and topological data analysis.

Authors:  Ko Abe; Shimpei I Kubota; Noriaki Fukatsu; Kei Takahashi; Yasuyuki Morishita; Yasuhiro Yoshimatsu; Satoshi Hirakawa; Yoshiaki Kubota; Tetsuro Watabe; Shogo Ehata; Hiroki R Ueda; Teppei Shimamura; Kohei Miyazono
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  2 in total

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