Literature DB >> 33739286

Visualizing anatomically registered data with brainrender.

Federico Claudi1, Adam L Tyson1,2,3,4, Luigi Petrucco1,2,3,4, Troy W Margrie1,2,3,4, Ruben Portugues1,2,3,4, Tiago Branco1.   

Abstract

Three-dimensional (3D) digital brain atlases and high-throughput brain-wide imaging techniques generate large multidimensional datasets that can be registered to a common reference frame. Generating insights from such datasets depends critically on visualization and interactive data exploration, but this a challenging task. Currently available software is dedicated to single atlases, model species or data types, and generating 3D renderings that merge anatomically registered data from diverse sources requires extensive development and programming skills. Here, we present brainrender: an open-source Python package for interactive visualization of multidimensional datasets registered to brain atlases. Brainrender facilitates the creation of complex renderings with different data types in the same visualization and enables seamless use of different atlas sources. High-quality visualizations can be used interactively and exported as high-resolution figures and animated videos. By facilitating the visualization of anatomically registered data, brainrender should accelerate the analysis, interpretation, and dissemination of brain-wide multidimensional data.
© 2021, Claudi et al.

Entities:  

Keywords:  anatomy; data visualization; neuroscience; none; open source; software

Year:  2021        PMID: 33739286     DOI: 10.7554/eLife.65751

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  18 in total

1.  Cellular anatomy of the mouse primary motor cortex.

Authors:  Rodrigo Muñoz-Castañeda; Brian Zingg; Katherine S Matho; Xiaoyin Chen; Quanxin Wang; Nicholas N Foster; Anan Li; Arun Narasimhan; Karla E Hirokawa; Bingxing Huo; Samik Bannerjee; Laura Korobkova; Chris Sin Park; Young-Gyun Park; Michael S Bienkowski; Uree Chon; Diek W Wheeler; Xiangning Li; Yun Wang; Maitham Naeemi; Peng Xie; Lijuan Liu; Kathleen Kelly; Xu An; Sarojini M Attili; Ian Bowman; Anastasiia Bludova; Ali Cetin; Liya Ding; Rhonda Drewes; Florence D'Orazi; Corey Elowsky; Stephan Fischer; William Galbavy; Lei Gao; Jesse Gillis; Peter A Groblewski; Lin Gou; Joel D Hahn; Joshua T Hatfield; Houri Hintiryan; Junxiang Jason Huang; Hideki Kondo; Xiuli Kuang; Philip Lesnar; Xu Li; Yaoyao Li; Mengkuan Lin; Darrick Lo; Judith Mizrachi; Stephanie Mok; Philip R Nicovich; Ramesh Palaniswamy; Jason Palmer; Xiaoli Qi; Elise Shen; Yu-Chi Sun; Huizhong W Tao; Wayne Wakemen; Yimin Wang; Shenqin Yao; Jing Yuan; Huiqing Zhan; Muye Zhu; Lydia Ng; Li I Zhang; Byung Kook Lim; Michael Hawrylycz; Hui Gong; James C Gee; Yongsoo Kim; Kwanghun Chung; X William Yang; Hanchuan Peng; Qingming Luo; Partha P Mitra; Anthony M Zador; Hongkui Zeng; Giorgio A Ascoli; Z Josh Huang; Pavel Osten; Julie A Harris; Hong-Wei Dong
Journal:  Nature       Date:  2021-10-06       Impact factor: 49.962

2.  Brain-wide analysis of the supraspinal connectome reveals anatomical correlates to functional recovery after spinal injury.

Authors:  Zimei Wang; Adam Romanski; Vatsal Mehra; Yunfang Wang; Matthew Brannigan; Benjamin C Campbell; Gregory A Petsko; Pantelis Tsoulfas; Murray G Blackmore
Journal:  Elife       Date:  2022-07-15       Impact factor: 8.713

3.  An increase of inhibition drives the developmental decorrelation of neural activity.

Authors:  Mattia Chini; Thomas Pfeffer; Ileana Hanganu-Opatz
Journal:  Elife       Date:  2022-08-17       Impact factor: 8.713

4.  The whisking oscillator circuit.

Authors:  Jun Takatoh; Vincent Prevosto; P M Thompson; Jinghao Lu; Leeyup Chung; Andrew Harrahill; Shun Li; Shengli Zhao; Zhigang He; David Golomb; David Kleinfeld; Fan Wang
Journal:  Nature       Date:  2022-08-31       Impact factor: 69.504

5.  Ripple-selective GABAergic projection cells in the hippocampus.

Authors:  Gergely G Szabo; Jordan S Farrell; Barna Dudok; Wen-Hsien Hou; Anna L Ortiz; Csaba Varga; Prannath Moolchand; Cafer Ikbal Gulsever; Tilo Gschwind; Jordane Dimidschstein; Marco Capogna; Ivan Soltesz
Journal:  Neuron       Date:  2022-04-29       Impact factor: 18.688

6.  Brain-wide reconstruction of inhibitory circuits after traumatic brain injury.

Authors:  Jan C Frankowski; Alexa Tierno; Shreya Pavani; Quincy Cao; David C Lyon; Robert F Hunt
Journal:  Nat Commun       Date:  2022-06-14       Impact factor: 17.694

7.  Extracting Dynamical Understanding From Neural-Mass Models of Mouse Cortex.

Authors:  Pok Him Siu; Eli Müller; Valerio Zerbi; Kevin Aquino; Ben D Fulcher
Journal:  Front Comput Neurosci       Date:  2022-04-25       Impact factor: 3.387

8.  Constructing an adult orofacial premotor atlas in Allen mouse CCF.

Authors:  Jun Takatoh; Jae Hong Park; Jinghao Lu; Shun Li; P M Thompson; Bao-Xia Han; Shengli Zhao; David Kleinfeld; Beth Friedman; Fan Wang
Journal:  Elife       Date:  2021-04-27       Impact factor: 8.140

Review 9.  Widening spinal injury research to consider all supraspinal cell types: Why we must and how we can.

Authors:  Murray Blackmore; Elizabeth Batsel; Pantelis Tsoulfas
Journal:  Exp Neurol       Date:  2021-09-11       Impact factor: 5.330

10.  A deep learning algorithm for 3D cell detection in whole mouse brain image datasets.

Authors:  Adam L Tyson; Charly V Rousseau; Christian J Niedworok; Sepiedeh Keshavarzi; Chryssanthi Tsitoura; Lee Cossell; Molly Strom; Troy W Margrie
Journal:  PLoS Comput Biol       Date:  2021-05-28       Impact factor: 4.475

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