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PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media
BACKGROUND: Microbial arrays, with a large number of different strains on a single plate printed with robotic precision, underpin an increasing number of genetic and genomic approaches. These include Synthetic Genetic Array analysis, high-throughput Quantitative Trait Loci (QTL) analysis and 2-hybri...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784713/ https://www.ncbi.nlm.nih.gov/pubmed/29368646 http://dx.doi.org/10.1186/s12866-017-1143-y |
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author | Barton, David B. H. Georghiou, Danae Dave, Neelam Alghamdi, Majed Walsh, Thomas A. Louis, Edward J. Foster, Steven S. |
author_facet | Barton, David B. H. Georghiou, Danae Dave, Neelam Alghamdi, Majed Walsh, Thomas A. Louis, Edward J. Foster, Steven S. |
author_sort | Barton, David B. H. |
collection | PubMed |
description | BACKGROUND: Microbial arrays, with a large number of different strains on a single plate printed with robotic precision, underpin an increasing number of genetic and genomic approaches. These include Synthetic Genetic Array analysis, high-throughput Quantitative Trait Loci (QTL) analysis and 2-hybrid techniques. Measuring the growth of individual colonies within these arrays is an essential part of many of these techniques but is useful for any work with arrays. Measurement is typically done using intermittent imagery fed into complex image analysis software, which is not especially accurate and is challenging to use effectively. We have developed a simple and fast alternative technique that uses a pinning robot and a commonplace microplate reader to continuously measure the thickness of colonies growing on solid agar, complemented by a technique for normalizing the amount of cells initially printed to each spot of the array in the first place. We have developed software to automate the process of combining multiple sets of readings, subtracting agar absorbance, and visualizing colony thickness changes in a number of informative ways. RESULTS: The “PHENOS” pipeline (PHENotyping On Solid media), optimized for Saccharomyces yeasts, produces highly reproducible growth curves and is particularly sensitive to low-level growth. We have empirically determined a formula to estimate colony cell count from an absorbance measurement, and shown this to be comparable with estimates from measurements in liquid. We have also validated the technique by reproducing the results of an earlier QTL study done with conventional liquid phenotyping, and found PHENOS to be considerably more sensitive. CONCLUSIONS: “PHENOS” is a cost effective and reliable high-throughput technique for quantifying growth of yeast arrays, and is likely to be equally very useful for a range of other types of microbial arrays. A detailed guide to the pipeline and software is provided with the installation files at https://github.com/gact/phenos. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12866-017-1143-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5784713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57847132018-02-07 PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media Barton, David B. H. Georghiou, Danae Dave, Neelam Alghamdi, Majed Walsh, Thomas A. Louis, Edward J. Foster, Steven S. BMC Microbiol Methodology Article BACKGROUND: Microbial arrays, with a large number of different strains on a single plate printed with robotic precision, underpin an increasing number of genetic and genomic approaches. These include Synthetic Genetic Array analysis, high-throughput Quantitative Trait Loci (QTL) analysis and 2-hybrid techniques. Measuring the growth of individual colonies within these arrays is an essential part of many of these techniques but is useful for any work with arrays. Measurement is typically done using intermittent imagery fed into complex image analysis software, which is not especially accurate and is challenging to use effectively. We have developed a simple and fast alternative technique that uses a pinning robot and a commonplace microplate reader to continuously measure the thickness of colonies growing on solid agar, complemented by a technique for normalizing the amount of cells initially printed to each spot of the array in the first place. We have developed software to automate the process of combining multiple sets of readings, subtracting agar absorbance, and visualizing colony thickness changes in a number of informative ways. RESULTS: The “PHENOS” pipeline (PHENotyping On Solid media), optimized for Saccharomyces yeasts, produces highly reproducible growth curves and is particularly sensitive to low-level growth. We have empirically determined a formula to estimate colony cell count from an absorbance measurement, and shown this to be comparable with estimates from measurements in liquid. We have also validated the technique by reproducing the results of an earlier QTL study done with conventional liquid phenotyping, and found PHENOS to be considerably more sensitive. CONCLUSIONS: “PHENOS” is a cost effective and reliable high-throughput technique for quantifying growth of yeast arrays, and is likely to be equally very useful for a range of other types of microbial arrays. A detailed guide to the pipeline and software is provided with the installation files at https://github.com/gact/phenos. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12866-017-1143-y) contains supplementary material, which is available to authorized users. BioMed Central 2018-01-24 /pmc/articles/PMC5784713/ /pubmed/29368646 http://dx.doi.org/10.1186/s12866-017-1143-y Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Article Barton, David B. H. Georghiou, Danae Dave, Neelam Alghamdi, Majed Walsh, Thomas A. Louis, Edward J. Foster, Steven S. PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title | PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title_full | PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title_fullStr | PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title_full_unstemmed | PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title_short | PHENOS: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
title_sort | phenos: a high-throughput and flexible tool for microorganism growth phenotyping on solid media |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784713/ https://www.ncbi.nlm.nih.gov/pubmed/29368646 http://dx.doi.org/10.1186/s12866-017-1143-y |
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