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Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform
The nematode Caenorhabditis elegans has been extensively used as a model multicellular organism to study the influence of osmotic stress conditions and the toxicity of chemical compounds on developmental and motility-associated phenotypes. However, the several-day culture of nematodes needed for suc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433184/ https://www.ncbi.nlm.nih.gov/pubmed/34567639 http://dx.doi.org/10.1038/s41378-020-0132-8 |
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author | Baris Atakan, Huseyin Alkanat, Tunc Cornaglia, Matteo Trouillon, Raphaël Gijs, Martin A. M. |
author_facet | Baris Atakan, Huseyin Alkanat, Tunc Cornaglia, Matteo Trouillon, Raphaël Gijs, Martin A. M. |
author_sort | Baris Atakan, Huseyin |
collection | PubMed |
description | The nematode Caenorhabditis elegans has been extensively used as a model multicellular organism to study the influence of osmotic stress conditions and the toxicity of chemical compounds on developmental and motility-associated phenotypes. However, the several-day culture of nematodes needed for such studies has caused researchers to explore alternatives. In particular, C. elegans embryos, due to their shorter developmental time and immobile nature, could be exploited for this purpose, although usually their harvesting and handling is tedious. Here, we present a multiplexed, high-throughput and automated embryo phenotyping microfluidic approach to observe C. elegans embryogenesis after the application of different chemical compounds. After performing experiments with up to 800 embryos per chip and up to 12 h of time-lapsed imaging per embryo, the individual phenotypic developmental data were collected and analyzed through machine learning and image processing approaches. Our proof-of-concept platform indicates developmental lag and the induction of mitochondrial stress in embryos exposed to high doses (200 mM) of glucose and NaCl, while small doses of sucrose and glucose were shown to accelerate development. Overall, our new technique has potential for use in large-scale developmental biology studies and opens new avenues for very rapid high-throughput and high-content screening using C. elegans embryos. |
format | Online Article Text |
id | pubmed-8433184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84331842021-09-24 Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform Baris Atakan, Huseyin Alkanat, Tunc Cornaglia, Matteo Trouillon, Raphaël Gijs, Martin A. M. Microsyst Nanoeng Article The nematode Caenorhabditis elegans has been extensively used as a model multicellular organism to study the influence of osmotic stress conditions and the toxicity of chemical compounds on developmental and motility-associated phenotypes. However, the several-day culture of nematodes needed for such studies has caused researchers to explore alternatives. In particular, C. elegans embryos, due to their shorter developmental time and immobile nature, could be exploited for this purpose, although usually their harvesting and handling is tedious. Here, we present a multiplexed, high-throughput and automated embryo phenotyping microfluidic approach to observe C. elegans embryogenesis after the application of different chemical compounds. After performing experiments with up to 800 embryos per chip and up to 12 h of time-lapsed imaging per embryo, the individual phenotypic developmental data were collected and analyzed through machine learning and image processing approaches. Our proof-of-concept platform indicates developmental lag and the induction of mitochondrial stress in embryos exposed to high doses (200 mM) of glucose and NaCl, while small doses of sucrose and glucose were shown to accelerate development. Overall, our new technique has potential for use in large-scale developmental biology studies and opens new avenues for very rapid high-throughput and high-content screening using C. elegans embryos. Nature Publishing Group UK 2020-04-06 /pmc/articles/PMC8433184/ /pubmed/34567639 http://dx.doi.org/10.1038/s41378-020-0132-8 Text en © The Author(s) 2020 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 Baris Atakan, Huseyin Alkanat, Tunc Cornaglia, Matteo Trouillon, Raphaël Gijs, Martin A. M. Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title | Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title_full | Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title_fullStr | Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title_full_unstemmed | Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title_short | Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
title_sort | automated phenotyping of caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433184/ https://www.ncbi.nlm.nih.gov/pubmed/34567639 http://dx.doi.org/10.1038/s41378-020-0132-8 |
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