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Megapixel camera arrays enable high-resolution animal tracking in multiwell plates

Tracking small laboratory animals such as flies, fish, and worms is used for phenotyping in neuroscience, genetics, disease modelling, and drug discovery. An imaging system with sufficient throughput and spatiotemporal resolution would be capable of imaging a large number of animals, estimating thei...

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Autores principales: Barlow, Ida L., Feriani, Luigi, Minga, Eleni, McDermott-Rouse, Adam, O’Brien, Thomas James, Liu, Ziwei, Hofbauer, Maximilian, Stowers, John R., Andersen, Erik C., Ding, Siyu Serena, Brown, André E. X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943053/
https://www.ncbi.nlm.nih.gov/pubmed/35322206
http://dx.doi.org/10.1038/s42003-022-03206-1
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author Barlow, Ida L.
Feriani, Luigi
Minga, Eleni
McDermott-Rouse, Adam
O’Brien, Thomas James
Liu, Ziwei
Hofbauer, Maximilian
Stowers, John R.
Andersen, Erik C.
Ding, Siyu Serena
Brown, André E. X.
author_facet Barlow, Ida L.
Feriani, Luigi
Minga, Eleni
McDermott-Rouse, Adam
O’Brien, Thomas James
Liu, Ziwei
Hofbauer, Maximilian
Stowers, John R.
Andersen, Erik C.
Ding, Siyu Serena
Brown, André E. X.
author_sort Barlow, Ida L.
collection PubMed
description Tracking small laboratory animals such as flies, fish, and worms is used for phenotyping in neuroscience, genetics, disease modelling, and drug discovery. An imaging system with sufficient throughput and spatiotemporal resolution would be capable of imaging a large number of animals, estimating their pose, and quantifying detailed behavioural differences at a scale where hundreds of treatments could be tested simultaneously. Here we report an array of six 12-megapixel cameras that record all the wells of a 96-well plate with sufficient resolution to estimate the pose of C. elegans worms and to extract high-dimensional phenotypic fingerprints. We use the system to study behavioural variability across wild isolates, the sensitisation of worms to repeated blue light stimulation, the phenotypes of worm disease models, and worms’ behavioural responses to drug treatment. Because the system is compatible with standard multiwell plates, it makes computational ethological approaches accessible in existing high-throughput pipelines.
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spelling pubmed-89430532022-04-08 Megapixel camera arrays enable high-resolution animal tracking in multiwell plates Barlow, Ida L. Feriani, Luigi Minga, Eleni McDermott-Rouse, Adam O’Brien, Thomas James Liu, Ziwei Hofbauer, Maximilian Stowers, John R. Andersen, Erik C. Ding, Siyu Serena Brown, André E. X. Commun Biol Article Tracking small laboratory animals such as flies, fish, and worms is used for phenotyping in neuroscience, genetics, disease modelling, and drug discovery. An imaging system with sufficient throughput and spatiotemporal resolution would be capable of imaging a large number of animals, estimating their pose, and quantifying detailed behavioural differences at a scale where hundreds of treatments could be tested simultaneously. Here we report an array of six 12-megapixel cameras that record all the wells of a 96-well plate with sufficient resolution to estimate the pose of C. elegans worms and to extract high-dimensional phenotypic fingerprints. We use the system to study behavioural variability across wild isolates, the sensitisation of worms to repeated blue light stimulation, the phenotypes of worm disease models, and worms’ behavioural responses to drug treatment. Because the system is compatible with standard multiwell plates, it makes computational ethological approaches accessible in existing high-throughput pipelines. Nature Publishing Group UK 2022-03-23 /pmc/articles/PMC8943053/ /pubmed/35322206 http://dx.doi.org/10.1038/s42003-022-03206-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Barlow, Ida L.
Feriani, Luigi
Minga, Eleni
McDermott-Rouse, Adam
O’Brien, Thomas James
Liu, Ziwei
Hofbauer, Maximilian
Stowers, John R.
Andersen, Erik C.
Ding, Siyu Serena
Brown, André E. X.
Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title_full Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title_fullStr Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title_full_unstemmed Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title_short Megapixel camera arrays enable high-resolution animal tracking in multiwell plates
title_sort megapixel camera arrays enable high-resolution animal tracking in multiwell plates
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943053/
https://www.ncbi.nlm.nih.gov/pubmed/35322206
http://dx.doi.org/10.1038/s42003-022-03206-1
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