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A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery

Drug discovery in whole-organisms such as zebrafish is a promising approach for identifying biologically-relevant lead compounds. However, high content imaging of zebrafish at cellular resolution is challenging due to the difficulty in orienting larvae en masse such that the cell type of interest is...

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Autores principales: Liu, Harrison, Chen, Steven, Huang, Kevin, Kim, Jeffrey, Mo, Han, Iovine, Raffael, Gendre, Julie, Pascal, Pauline, Li, Qiang, Sun, Yaping, Dong, Zhiqiang, Arkin, Michelle, Guo, Su, Huang, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061318/
https://www.ncbi.nlm.nih.gov/pubmed/27732643
http://dx.doi.org/10.1371/journal.pone.0164645
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author Liu, Harrison
Chen, Steven
Huang, Kevin
Kim, Jeffrey
Mo, Han
Iovine, Raffael
Gendre, Julie
Pascal, Pauline
Li, Qiang
Sun, Yaping
Dong, Zhiqiang
Arkin, Michelle
Guo, Su
Huang, Bo
author_facet Liu, Harrison
Chen, Steven
Huang, Kevin
Kim, Jeffrey
Mo, Han
Iovine, Raffael
Gendre, Julie
Pascal, Pauline
Li, Qiang
Sun, Yaping
Dong, Zhiqiang
Arkin, Michelle
Guo, Su
Huang, Bo
author_sort Liu, Harrison
collection PubMed
description Drug discovery in whole-organisms such as zebrafish is a promising approach for identifying biologically-relevant lead compounds. However, high content imaging of zebrafish at cellular resolution is challenging due to the difficulty in orienting larvae en masse such that the cell type of interest is in clear view. We report the development of the multi-pose imaging method, which uses 96-well round bottom plates combined with a standard liquid handler to repose the larvae within each well multiple times, such that an image in a specific orientation can be acquired. We have validated this method in a chemo-genetic zebrafish model of dopaminergic neuron degeneration. For this purpose, we have developed an analysis pipeline that identifies the larval brain in each image and then quantifies neuronal health in CellProfiler. Our method achieves a SSMD* score of 6.96 (robust Z’-factor of 0.56) and is suitable for screening libraries up to 10(5) compounds in size.
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spelling pubmed-50613182016-10-27 A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery Liu, Harrison Chen, Steven Huang, Kevin Kim, Jeffrey Mo, Han Iovine, Raffael Gendre, Julie Pascal, Pauline Li, Qiang Sun, Yaping Dong, Zhiqiang Arkin, Michelle Guo, Su Huang, Bo PLoS One Research Article Drug discovery in whole-organisms such as zebrafish is a promising approach for identifying biologically-relevant lead compounds. However, high content imaging of zebrafish at cellular resolution is challenging due to the difficulty in orienting larvae en masse such that the cell type of interest is in clear view. We report the development of the multi-pose imaging method, which uses 96-well round bottom plates combined with a standard liquid handler to repose the larvae within each well multiple times, such that an image in a specific orientation can be acquired. We have validated this method in a chemo-genetic zebrafish model of dopaminergic neuron degeneration. For this purpose, we have developed an analysis pipeline that identifies the larval brain in each image and then quantifies neuronal health in CellProfiler. Our method achieves a SSMD* score of 6.96 (robust Z’-factor of 0.56) and is suitable for screening libraries up to 10(5) compounds in size. Public Library of Science 2016-10-12 /pmc/articles/PMC5061318/ /pubmed/27732643 http://dx.doi.org/10.1371/journal.pone.0164645 Text en © 2016 Liu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Liu, Harrison
Chen, Steven
Huang, Kevin
Kim, Jeffrey
Mo, Han
Iovine, Raffael
Gendre, Julie
Pascal, Pauline
Li, Qiang
Sun, Yaping
Dong, Zhiqiang
Arkin, Michelle
Guo, Su
Huang, Bo
A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title_full A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title_fullStr A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title_full_unstemmed A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title_short A High-Content Larval Zebrafish Brain Imaging Method for Small Molecule Drug Discovery
title_sort high-content larval zebrafish brain imaging method for small molecule drug discovery
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061318/
https://www.ncbi.nlm.nih.gov/pubmed/27732643
http://dx.doi.org/10.1371/journal.pone.0164645
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