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Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies
Formation of patterns is a common feature in the development of multicellular organism as well as of microbial communities. To investigate the formation of gene expression patterns in colonies, we build a mathematical model of two-dimensional colony growth, where cells carry a coupled positive-and-n...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society of Microbiology
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4453545/ https://www.ncbi.nlm.nih.gov/pubmed/25852158 http://dx.doi.org/10.1128/mBio.00059-15 |
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author | Mitarai, Namiko Jensen, Mogens Høgh Semsey, Szabolcs |
author_facet | Mitarai, Namiko Jensen, Mogens Høgh Semsey, Szabolcs |
author_sort | Mitarai, Namiko |
collection | PubMed |
description | Formation of patterns is a common feature in the development of multicellular organism as well as of microbial communities. To investigate the formation of gene expression patterns in colonies, we build a mathematical model of two-dimensional colony growth, where cells carry a coupled positive-and-negative-feedback circuit. We demonstrate that the model can produce sectored, target (concentric), uniform, and scattered expression patterns of regulators, depending on gene expression dynamics and nutrient diffusion. We reconstructed the same regulatory structure in Escherichia coli cells and found gene expression patterns on the surface of colonies similar to the ones produced by the computer simulations. By comparing computer simulations and experimental results, we observed that very simple rules of gene expression can yield a spectrum of well-defined patterns in a growing colony. Our results suggest that variations of the protein content among cells lead to a high level of heterogeneity in colonies. Importance Formation of patterns is a common feature in the development of microbial communities. In this work, we show that a simple genetic circuit composed of a positive-feedback loop and a negative-feedback loop can produce diverse expression patterns in colonies. We obtained similar sets of gene expression patterns in the simulations and in the experiments. Because the combination of positive feedback and negative feedback is common in intracellular molecular networks, our results suggest that the protein content of cells is highly diversified in colonies. |
format | Online Article Text |
id | pubmed-4453545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | American Society of Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-44535452015-06-03 Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies Mitarai, Namiko Jensen, Mogens Høgh Semsey, Szabolcs mBio Research Article Formation of patterns is a common feature in the development of multicellular organism as well as of microbial communities. To investigate the formation of gene expression patterns in colonies, we build a mathematical model of two-dimensional colony growth, where cells carry a coupled positive-and-negative-feedback circuit. We demonstrate that the model can produce sectored, target (concentric), uniform, and scattered expression patterns of regulators, depending on gene expression dynamics and nutrient diffusion. We reconstructed the same regulatory structure in Escherichia coli cells and found gene expression patterns on the surface of colonies similar to the ones produced by the computer simulations. By comparing computer simulations and experimental results, we observed that very simple rules of gene expression can yield a spectrum of well-defined patterns in a growing colony. Our results suggest that variations of the protein content among cells lead to a high level of heterogeneity in colonies. Importance Formation of patterns is a common feature in the development of microbial communities. In this work, we show that a simple genetic circuit composed of a positive-feedback loop and a negative-feedback loop can produce diverse expression patterns in colonies. We obtained similar sets of gene expression patterns in the simulations and in the experiments. Because the combination of positive feedback and negative feedback is common in intracellular molecular networks, our results suggest that the protein content of cells is highly diversified in colonies. American Society of Microbiology 2015-04-07 /pmc/articles/PMC4453545/ /pubmed/25852158 http://dx.doi.org/10.1128/mBio.00059-15 Text en Copyright © 2015 Mitarai et al. http://creativecommons.org/licenses/by-nc-sa/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-ShareAlike 3.0 Unported license (http://creativecommons.org/licenses/by-nc-sa/3.0/) , which permits unrestricted noncommercial use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Mitarai, Namiko Jensen, Mogens Høgh Semsey, Szabolcs Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title | Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title_full | Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title_fullStr | Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title_full_unstemmed | Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title_short | Coupled Positive and Negative Feedbacks Produce Diverse Gene Expression Patterns in Colonies |
title_sort | coupled positive and negative feedbacks produce diverse gene expression patterns in colonies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4453545/ https://www.ncbi.nlm.nih.gov/pubmed/25852158 http://dx.doi.org/10.1128/mBio.00059-15 |
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