Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.

Small, early life stages, such as zebrafish embryos are increasingly used to assess the biological effects of chemical compounds in vivo. However, behavioural screens of such organisms are challenging in terms of both data collection (culture techniques, drug delivery and imaging) and data evaluatio...

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Main Authors: Tabitha S Rudin-Bitterli, Oliver Tills, John I Spicer, Phil F Culverhouse, Eric M Wielhouwer, Michael K Richardson, Simon D Rundle
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4251981?pdf=render
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spelling doaj-bc32a1d1f5814f37abb49ad6b2c304412020-11-25T00:12:40ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-01912e11323510.1371/journal.pone.0113235Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.Tabitha S Rudin-BitterliOliver TillsJohn I SpicerPhil F CulverhouseEric M WielhouwerMichael K RichardsonSimon D RundleSmall, early life stages, such as zebrafish embryos are increasingly used to assess the biological effects of chemical compounds in vivo. However, behavioural screens of such organisms are challenging in terms of both data collection (culture techniques, drug delivery and imaging) and data evaluation (very large data sets), restricting the use of high throughput systems compared to in vitro assays. Here, we combine the use of a microfluidic flow-through culture system, or BioWell plate, with a novel motion analysis technique, (sparse optic flow - SOF) followed by spectral analysis (discrete Fourier transformation - DFT), as a first step towards automating data extraction and analysis for such screenings. Replicate zebrafish embryos housed in a BioWell plate within a custom-built imaging system were subject to a chemical exposure (1.5% ethanol). Embryo movement was videoed before (30 min), during (60 min) and after (60 min) exposure and SOF was then used to extract data on movement (angles of rotation and angular changes to the centre of mass of embryos). DFT was subsequently used to quantify the movement patterns exhibited during these periods and Multidimensional Scaling and ANOSIM were used to test for differences. Motion analysis revealed that zebrafish had significantly altered movements during both the second half of the alcohol exposure period and also the second half of the recovery period compared to their pre-treatment movements. Manual quantification of tail flicking revealed the same differences between exposure-periods as detected using the automated approach. However, the automated approach also incorporates other movements visible in the organism such as blood flow and heart beat, and has greater power to discern environmentally-driven changes in the behaviour and physiology of organisms. We suggest that combining these technologies could provide a highly efficient, high throughput assay, for assessing whole embryo responses to various drugs and chemicals.http://europepmc.org/articles/PMC4251981?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Tabitha S Rudin-Bitterli
Oliver Tills
John I Spicer
Phil F Culverhouse
Eric M Wielhouwer
Michael K Richardson
Simon D Rundle
spellingShingle Tabitha S Rudin-Bitterli
Oliver Tills
John I Spicer
Phil F Culverhouse
Eric M Wielhouwer
Michael K Richardson
Simon D Rundle
Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
PLoS ONE
author_facet Tabitha S Rudin-Bitterli
Oliver Tills
John I Spicer
Phil F Culverhouse
Eric M Wielhouwer
Michael K Richardson
Simon D Rundle
author_sort Tabitha S Rudin-Bitterli
title Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
title_short Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
title_full Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
title_fullStr Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
title_full_unstemmed Combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
title_sort combining motion analysis and microfluidics--a novel approach for detecting whole-animal responses to test substances.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description Small, early life stages, such as zebrafish embryos are increasingly used to assess the biological effects of chemical compounds in vivo. However, behavioural screens of such organisms are challenging in terms of both data collection (culture techniques, drug delivery and imaging) and data evaluation (very large data sets), restricting the use of high throughput systems compared to in vitro assays. Here, we combine the use of a microfluidic flow-through culture system, or BioWell plate, with a novel motion analysis technique, (sparse optic flow - SOF) followed by spectral analysis (discrete Fourier transformation - DFT), as a first step towards automating data extraction and analysis for such screenings. Replicate zebrafish embryos housed in a BioWell plate within a custom-built imaging system were subject to a chemical exposure (1.5% ethanol). Embryo movement was videoed before (30 min), during (60 min) and after (60 min) exposure and SOF was then used to extract data on movement (angles of rotation and angular changes to the centre of mass of embryos). DFT was subsequently used to quantify the movement patterns exhibited during these periods and Multidimensional Scaling and ANOSIM were used to test for differences. Motion analysis revealed that zebrafish had significantly altered movements during both the second half of the alcohol exposure period and also the second half of the recovery period compared to their pre-treatment movements. Manual quantification of tail flicking revealed the same differences between exposure-periods as detected using the automated approach. However, the automated approach also incorporates other movements visible in the organism such as blood flow and heart beat, and has greater power to discern environmentally-driven changes in the behaviour and physiology of organisms. We suggest that combining these technologies could provide a highly efficient, high throughput assay, for assessing whole embryo responses to various drugs and chemicals.
url http://europepmc.org/articles/PMC4251981?pdf=render
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