Literature DB >> 32286229

The natverse, a versatile toolbox for combining and analysing neuroanatomical data.

Alexander Shakeel Bates1, James D Manton1, Sridhar R Jagannathan2, Marta Costa1,2, Philipp Schlegel1,2, Torsten Rohlfing3, Gregory Sxe Jefferis1,2.   

Abstract

To analyse neuron data at scale, neuroscientists expend substantial effort reading documentation, installing dependencies and moving between analysis and visualisation environments. To facilitate this, we have developed a suite of interoperable open-source R packages called the <monospace>natverse</monospace>. The <monospace>natverse</monospace> allows users to read local and remote data, perform popular analyses including visualisation and clustering and graph-theoretic analysis of neuronal branching. Unlike most tools, the <monospace>natverse</monospace> enables comparison across many neurons of morphology and connectivity after imaging or co-registration within a common template space. The <monospace>natverse</monospace> also enables transformations between different template spaces and imaging modalities. We demonstrate tools that integrate the vast majority of Drosophila neuroanatomical light microscopy and electron microscopy connectomic datasets. The <monospace>natverse</monospace> is an easy-to-use environment for neuroscientists to solve complex, large-scale analysis challenges as well as an open platform to create new code and packages to share with the community.
© 2020, Bates et al.

Entities:  

Keywords:  D. melanogaster; analysis software; computational biology; connectomics; mouse; neural circuits; neuroanatomy; neuronal morphology; neuroscience; open-source; systems biology; zebrafish

Year:  2020        PMID: 32286229      PMCID: PMC7242028          DOI: 10.7554/eLife.53350

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


  125 in total

1.  Nonrigid image registration in shared-memory multiprocessor environments with application to brains, breasts, and bees.

Authors:  Torsten Rohlfing; Calvin R Maurer
Journal:  IEEE Trans Inf Technol Biomed       Date:  2003-03

2.  Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction.

Authors:  Jan Funke; Fabian Tschopp; William Grisaitis; Arlo Sheridan; Chandan Singh; Stephan Saalfeld; Srinivas C Turaga
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2018-05-24       Impact factor: 6.226

3.  The neuronal architecture of the mushroom body provides a logic for associative learning.

Authors:  Yoshinori Aso; Daisuke Hattori; Yang Yu; Rebecca M Johnston; Nirmala A Iyer; Teri-T B Ngo; Heather Dionne; L F Abbott; Richard Axel; Hiromu Tanimoto; Gerald M Rubin
Journal:  Elife       Date:  2014-12-23       Impact factor: 8.140

4.  NeurphologyJ: an automatic neuronal morphology quantification method and its application in pharmacological discovery.

Authors:  Shinn-Ying Ho; Chih-Yuan Chao; Hui-Ling Huang; Tzai-Wen Chiu; Phasit Charoenkwan; Eric Hwang
Journal:  BMC Bioinformatics       Date:  2011-06-08       Impact factor: 3.169

5.  A GAL4-driver line resource for Drosophila neurobiology.

Authors:  Arnim Jenett; Gerald M Rubin; Teri-T B Ngo; David Shepherd; Christine Murphy; Heather Dionne; Barret D Pfeiffer; Amanda Cavallaro; Donald Hall; Jennifer Jeter; Nirmala Iyer; Dona Fetter; Joanna H Hausenfluck; Hanchuan Peng; Eric T Trautman; Robert R Svirskas; Eugene W Myers; Zbigniew R Iwinski; Yoshinori Aso; Gina M DePasquale; Adrianne Enos; Phuson Hulamm; Shing Chun Benny Lam; Hsing-Hsi Li; Todd R Laverty; Fuhui Long; Lei Qu; Sean D Murphy; Konrad Rokicki; Todd Safford; Kshiti Shaw; Julie H Simpson; Allison Sowell; Susana Tae; Yang Yu; Christopher T Zugates
Journal:  Cell Rep       Date:  2012-10-11       Impact factor: 9.423

6.  A bidirectional circuit switch reroutes pheromone signals in male and female brains.

Authors:  Johannes Kohl; Aaron D Ostrovsky; Shahar Frechter; Gregory S X E Jefferis
Journal:  Cell       Date:  2013-12-19       Impact factor: 41.582

7.  NBLAST: Rapid, Sensitive Comparison of Neuronal Structure and Construction of Neuron Family Databases.

Authors:  Marta Costa; James D Manton; Aaron D Ostrovsky; Steffen Prohaska; Gregory S X E Jefferis
Journal:  Neuron       Date:  2016-06-30       Impact factor: 17.173

8.  A platform for brain-wide imaging and reconstruction of individual neurons.

Authors:  Michael N Economo; Nathan G Clack; Luke D Lavis; Charles R Gerfen; Karel Svoboda; Eugene W Myers; Jayaram Chandrashekar
Journal:  Elife       Date:  2016-01-20       Impact factor: 8.140

9.  Communication from Learned to Innate Olfactory Processing Centers Is Required for Memory Retrieval in Drosophila.

Authors:  Michael-John Dolan; Ghislain Belliart-Guérin; Alexander Shakeel Bates; Shahar Frechter; Aurélie Lampin-Saint-Amaux; Yoshinori Aso; Ruairí J V Roberts; Philipp Schlegel; Allan Wong; Adnan Hammad; Davi Bock; Gerald M Rubin; Thomas Preat; Pierre-Yves Plaçais; Gregory S X E Jefferis
Journal:  Neuron       Date:  2018-09-20       Impact factor: 17.173

10.  A resource for the Drosophila antennal lobe provided by the connectome of glomerulus VA1v.

Authors:  Jane Anne Horne; Carlie Langille; Sari McLin; Meagan Wiederman; Zhiyuan Lu; C Shan Xu; Stephen M Plaza; Louis K Scheffer; Harald F Hess; Ian A Meinertzhagen
Journal:  Elife       Date:  2018-11-01       Impact factor: 8.140

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  34 in total

1.  The Wiring Logic of an Identified Serotonergic Neuron That Spans Sensory Networks.

Authors:  Kaylynn E Coates; Steven A Calle-Schuler; Levi M Helmick; Victoria L Knotts; Brennah N Martik; Farzaan Salman; Lauren T Warner; Sophia V Valla; Davi D Bock; Andrew M Dacks
Journal:  J Neurosci       Date:  2020-07-08       Impact factor: 6.167

2.  The neural basis for a persistent internal state in Drosophila females.

Authors:  David Deutsch; Diego Pacheco; Lucas Encarnacion-Rivera; Talmo Pereira; Ramie Fathy; Jan Clemens; Cyrille Girardin; Adam Calhoun; Elise Ireland; Austin Burke; Sven Dorkenwald; Claire McKellar; Thomas Macrina; Ran Lu; Kisuk Lee; Nico Kemnitz; Dodham Ih; Manuel Castro; Akhilesh Halageri; Chris Jordan; William Silversmith; Jingpeng Wu; H Sebastian Seung; Mala Murthy
Journal:  Elife       Date:  2020-11-23       Impact factor: 8.140

3.  Olfactory stimuli and moonwalker SEZ neurons can drive backward locomotion in Drosophila.

Authors:  Shai Israel; Eyal Rozenfeld; Denise Weber; Wolf Huetteroth; Moshe Parnas
Journal:  Curr Biol       Date:  2022-02-08       Impact factor: 10.834

4.  Connectomic features underlying diverse synaptic connection strengths and subcellular computation.

Authors:  Tony X Liu; Pasha A Davoudian; Kristyn M Lizbinski; James M Jeanne
Journal:  Curr Biol       Date:  2021-12-15       Impact factor: 10.834

5.  Synaptic targets of photoreceptors specialized to detect color and skylight polarization in Drosophila.

Authors:  Emil Kind; Kit D Longden; Aljoscha Nern; Arthur Zhao; Gizem Sancer; Miriam A Flynn; Connor W Laughland; Bruck Gezahegn; Henrique Df Ludwig; Alex G Thomson; Tessa Obrusnik; Paula G Alarcón; Heather Dionne; Davi D Bock; Gerald M Rubin; Michael B Reiser; Mathias F Wernet
Journal:  Elife       Date:  2021-12-16       Impact factor: 8.140

6.  Circadian programming of the ellipsoid body sleep homeostat in Drosophila.

Authors:  Tomas Andreani; Clark Rosensweig; Shiju Sisobhan; Emmanuel Ogunlana; William Kath; Ravi Allada
Journal:  Elife       Date:  2022-06-23       Impact factor: 8.713

7.  Information flow, cell types and stereotypy in a full olfactory connectome.

Authors:  Philipp Schlegel; Alexander Shakeel Bates; Tomke Stürner; Sridhar R Jagannathan; Nikolas Drummond; Joseph Hsu; Laia Serratosa Capdevila; Alexandre Javier; Elizabeth C Marin; Asa Barth-Maron; Imaan Fm Tamimi; Feng Li; Gerald M Rubin; Stephen M Plaza; Marta Costa; Gregory S X E Jefferis
Journal:  Elife       Date:  2021-05-25       Impact factor: 8.140

8.  The connectome of the adult Drosophila mushroom body provides insights into function.

Authors:  Feng Li; Jack W Lindsey; Elizabeth C Marin; Nils Otto; Marisa Dreher; Georgia Dempsey; Ildiko Stark; Alexander S Bates; Markus William Pleijzier; Philipp Schlegel; Aljoscha Nern; Shin-Ya Takemura; Nils Eckstein; Tansy Yang; Audrey Francis; Amalia Braun; Ruchi Parekh; Marta Costa; Louis K Scheffer; Yoshinori Aso; Gregory Sxe Jefferis; Larry F Abbott; Ashok Litwin-Kumar; Scott Waddell; Gerald M Rubin
Journal:  Elife       Date:  2020-12-14       Impact factor: 8.140

9.  Accelerating with FlyBrainLab the discovery of the functional logic of the Drosophila brain in the connectomic and synaptomic era.

Authors:  Aurel A Lazar; Tingkai Liu; Mehmet Kerem Turkcan; Yiyin Zhou
Journal:  Elife       Date:  2021-02-22       Impact factor: 8.140

10.  GeNePy3D: a quantitative geometry python toolbox for bioimaging.

Authors:  Minh-Son Phan; Anatole Chessel
Journal:  F1000Res       Date:  2020-11-26
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