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High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field

Heart rate assays in wild-type zebrafish embryos have been limited to analysis of one embryo per video/imaging field. Here we present for the first time a platform for high-throughput derivation of heart rate from multiple zebrafish (Danio rerio) embryos per imaging field, which is capable of quickl...

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Autores principales: Martin, W. Kyle, Tennant, Alan H., Conolly, Rory B., Prince, Katya, Stevens, Joey S, DeMarini, David M., Martin, Brandi L., Thompson, Leslie C., Gilmour, M. Ian, Cascio, Wayne E., Hays, Michael D., Hazari, Mehdi S., Padilla, Stephanie, Farraj, Aimen K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333808/
https://www.ncbi.nlm.nih.gov/pubmed/30644404
http://dx.doi.org/10.1038/s41598-018-35949-5
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author Martin, W. Kyle
Tennant, Alan H.
Conolly, Rory B.
Prince, Katya
Stevens, Joey S
DeMarini, David M.
Martin, Brandi L.
Thompson, Leslie C.
Gilmour, M. Ian
Cascio, Wayne E.
Hays, Michael D.
Hazari, Mehdi S.
Padilla, Stephanie
Farraj, Aimen K.
author_facet Martin, W. Kyle
Tennant, Alan H.
Conolly, Rory B.
Prince, Katya
Stevens, Joey S
DeMarini, David M.
Martin, Brandi L.
Thompson, Leslie C.
Gilmour, M. Ian
Cascio, Wayne E.
Hays, Michael D.
Hazari, Mehdi S.
Padilla, Stephanie
Farraj, Aimen K.
author_sort Martin, W. Kyle
collection PubMed
description Heart rate assays in wild-type zebrafish embryos have been limited to analysis of one embryo per video/imaging field. Here we present for the first time a platform for high-throughput derivation of heart rate from multiple zebrafish (Danio rerio) embryos per imaging field, which is capable of quickly processing thousands of videos and ideal for multi-well platforms with multiple fish/well. This approach relies on use of 2-day post fertilization wild-type embryos, and uses only bright-field imaging, circumventing requirement for anesthesia or restraint, costly software/hardware, or fluorescently-labeled animals. Our original scripts (1) locate the heart and record pixel intensity fluctuations generated by each cardiac cycle using a robust image processing routine, and (2) process intensity data to derive heart rate. To demonstrate assay utility, we exposed embryos to the drugs epinephrine and clonidine, which increased or decreased heart rate, respectively. Exposure to organic extracts of air pollution-derived particulate matter, including diesel or biodiesel exhausts, or wood smoke, all complex environmental mixtures, decreased heart rate to varying degrees. Comparison against an established lower-throughput method indicated robust assay fidelity. As all code and executable files are publicly available, this approach may expedite cardiotoxicity screening of compounds as diverse as small molecule drugs and complex chemical mixtures.
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spelling pubmed-63338082019-01-16 High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field Martin, W. Kyle Tennant, Alan H. Conolly, Rory B. Prince, Katya Stevens, Joey S DeMarini, David M. Martin, Brandi L. Thompson, Leslie C. Gilmour, M. Ian Cascio, Wayne E. Hays, Michael D. Hazari, Mehdi S. Padilla, Stephanie Farraj, Aimen K. Sci Rep Article Heart rate assays in wild-type zebrafish embryos have been limited to analysis of one embryo per video/imaging field. Here we present for the first time a platform for high-throughput derivation of heart rate from multiple zebrafish (Danio rerio) embryos per imaging field, which is capable of quickly processing thousands of videos and ideal for multi-well platforms with multiple fish/well. This approach relies on use of 2-day post fertilization wild-type embryos, and uses only bright-field imaging, circumventing requirement for anesthesia or restraint, costly software/hardware, or fluorescently-labeled animals. Our original scripts (1) locate the heart and record pixel intensity fluctuations generated by each cardiac cycle using a robust image processing routine, and (2) process intensity data to derive heart rate. To demonstrate assay utility, we exposed embryos to the drugs epinephrine and clonidine, which increased or decreased heart rate, respectively. Exposure to organic extracts of air pollution-derived particulate matter, including diesel or biodiesel exhausts, or wood smoke, all complex environmental mixtures, decreased heart rate to varying degrees. Comparison against an established lower-throughput method indicated robust assay fidelity. As all code and executable files are publicly available, this approach may expedite cardiotoxicity screening of compounds as diverse as small molecule drugs and complex chemical mixtures. Nature Publishing Group UK 2019-01-15 /pmc/articles/PMC6333808/ /pubmed/30644404 http://dx.doi.org/10.1038/s41598-018-35949-5 Text en © The Author(s) 2019 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/.
spellingShingle Article
Martin, W. Kyle
Tennant, Alan H.
Conolly, Rory B.
Prince, Katya
Stevens, Joey S
DeMarini, David M.
Martin, Brandi L.
Thompson, Leslie C.
Gilmour, M. Ian
Cascio, Wayne E.
Hays, Michael D.
Hazari, Mehdi S.
Padilla, Stephanie
Farraj, Aimen K.
High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title_full High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title_fullStr High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title_full_unstemmed High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title_short High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field
title_sort high-throughput video processing of heart rate responses in multiple wild-type embryonic zebrafish per imaging field
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333808/
https://www.ncbi.nlm.nih.gov/pubmed/30644404
http://dx.doi.org/10.1038/s41598-018-35949-5
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