Quantifying Two-Dimensional Filamentous and Invasive Growth Spatial Patterns in Yeast Colonies
Quantifying Two-Dimensional Filamentous and Invasive Growth Spatial Patterns in Yeast Colonies
The top-view, two-dimensional spatial patterning of non-uniform growth in a Saccharomyces cerevisiae yeast colony is considered. Experimental images are processed to obtain data sets that provide spatial information on the cell-area that is occupied by the colony. A method is developed that allows for the analysis of the spatial distribution with three metrics. The growth of the colony is quantified in both the radial direction from the centre of the colony and in the angular direction in a prescribed outer region of the colony. It is shown that during the period of 100–200 hours from the start of the growth of the colony there is an increasing amount of non-uniform growth. The statistical framework outlined in this work provides a platform for comparative quantitative assays of strain-specific mechanisms, with potential implementation in inferencing algorithms used for parameter-rate estimation.
Binder, Benjamin J.
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Sundstrom, Joanna F.
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Gardner, Jennifer M.
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Jiranek, Vladimir
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Oliver, Stephen G.
c3de796f-4c50-4812-a383-208f23b3cd32
2015
Binder, Benjamin J.
4b861311-8ad2-417c-903a-1d35e541d14b
Sundstrom, Joanna F.
6c6b3452-dfb3-4b5c-aa42-c721eed7b9bb
Gardner, Jennifer M.
0d95188b-206d-4817-8437-e163351f6e7f
Jiranek, Vladimir
8e5a8dfd-f5b2-43e3-928b-11dff324abc7
Oliver, Stephen G.
c3de796f-4c50-4812-a383-208f23b3cd32
Binder, Benjamin J., Sundstrom, Joanna F., Gardner, Jennifer M., Jiranek, Vladimir and Oliver, Stephen G.
(2015)
Quantifying Two-Dimensional Filamentous and Invasive Growth Spatial Patterns in Yeast Colonies.
PLoS Computational Biology, 11 (2), [e1004070].
(doi:10.1371/journal.pcbi.1004070).
Abstract
The top-view, two-dimensional spatial patterning of non-uniform growth in a Saccharomyces cerevisiae yeast colony is considered. Experimental images are processed to obtain data sets that provide spatial information on the cell-area that is occupied by the colony. A method is developed that allows for the analysis of the spatial distribution with three metrics. The growth of the colony is quantified in both the radial direction from the centre of the colony and in the angular direction in a prescribed outer region of the colony. It is shown that during the period of 100–200 hours from the start of the growth of the colony there is an increasing amount of non-uniform growth. The statistical framework outlined in this work provides a platform for comparative quantitative assays of strain-specific mechanisms, with potential implementation in inferencing algorithms used for parameter-rate estimation.
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Published date: 2015
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© 2015 Binder et al.
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Local EPrints ID: 482609
URI: http://eprints.soton.ac.uk/id/eprint/482609
ISSN: 1553-734X
PURE UUID: ce3c6626-f4c4-4577-b832-d48dd3228e35
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Date deposited: 10 Oct 2023 17:00
Last modified: 18 Mar 2024 04:12
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Contributors
Author:
Benjamin J. Binder
Author:
Joanna F. Sundstrom
Author:
Jennifer M. Gardner
Author:
Vladimir Jiranek
Author:
Stephen G. Oliver
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