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Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation
For a long time it has been hypothesized that bacterial gene regulation involves an intricate interplay of the transcriptional regulatory network (TRN) and the spatial organization of genes in the chromosome. Here we explore this hypothesis both on a structural and on a functional level. On the stru...
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/PMC7026169/ https://www.ncbi.nlm.nih.gov/pubmed/32066730 http://dx.doi.org/10.1038/s41540-020-0124-1 |
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author | Kosmidis, Kosmas Jablonski, Kim Philipp Muskhelishvili, Georgi Hütt, Marc-Thorsten |
author_facet | Kosmidis, Kosmas Jablonski, Kim Philipp Muskhelishvili, Georgi Hütt, Marc-Thorsten |
author_sort | Kosmidis, Kosmas |
collection | PubMed |
description | For a long time it has been hypothesized that bacterial gene regulation involves an intricate interplay of the transcriptional regulatory network (TRN) and the spatial organization of genes in the chromosome. Here we explore this hypothesis both on a structural and on a functional level. On the structural level, we study the TRN as a spatially embedded network. On the functional level, we analyze gene expression patterns from a network perspective (“digital control”), as well as from the perspective of the spatial organization of the chromosome (“analog control”). Our structural analysis reveals the outstanding relevance of the symmetry axis defined by the origin (Ori) and terminus (Ter) of replication for the network embedding and, thus, suggests the co-evolution of two regulatory infrastructures, namely the transcriptional regulatory network and the spatial arrangement of genes on the chromosome, to optimize the cross-talk between two fundamental biological processes: genomic expression and replication. This observation is confirmed by the functional analysis based on the differential gene expression patterns of more than 4000 pairs of microarray and RNA-Seq datasets for E. coli from the Colombos Database using complex network and machine learning methods. This large-scale analysis supports the notion that two logically distinct types of genetic control are cooperating to regulate gene expression in a complementary manner. Moreover, we find that the position of the gene relative to the Ori is a feature of very high predictive value for gene expression, indicating that the Ori–Ter symmetry axis coordinates the action of distinct genetic control mechanisms. |
format | Online Article Text |
id | pubmed-7026169 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70261692020-03-03 Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation Kosmidis, Kosmas Jablonski, Kim Philipp Muskhelishvili, Georgi Hütt, Marc-Thorsten NPJ Syst Biol Appl Article For a long time it has been hypothesized that bacterial gene regulation involves an intricate interplay of the transcriptional regulatory network (TRN) and the spatial organization of genes in the chromosome. Here we explore this hypothesis both on a structural and on a functional level. On the structural level, we study the TRN as a spatially embedded network. On the functional level, we analyze gene expression patterns from a network perspective (“digital control”), as well as from the perspective of the spatial organization of the chromosome (“analog control”). Our structural analysis reveals the outstanding relevance of the symmetry axis defined by the origin (Ori) and terminus (Ter) of replication for the network embedding and, thus, suggests the co-evolution of two regulatory infrastructures, namely the transcriptional regulatory network and the spatial arrangement of genes on the chromosome, to optimize the cross-talk between two fundamental biological processes: genomic expression and replication. This observation is confirmed by the functional analysis based on the differential gene expression patterns of more than 4000 pairs of microarray and RNA-Seq datasets for E. coli from the Colombos Database using complex network and machine learning methods. This large-scale analysis supports the notion that two logically distinct types of genetic control are cooperating to regulate gene expression in a complementary manner. Moreover, we find that the position of the gene relative to the Ori is a feature of very high predictive value for gene expression, indicating that the Ori–Ter symmetry axis coordinates the action of distinct genetic control mechanisms. Nature Publishing Group UK 2020-02-17 /pmc/articles/PMC7026169/ /pubmed/32066730 http://dx.doi.org/10.1038/s41540-020-0124-1 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Kosmidis, Kosmas Jablonski, Kim Philipp Muskhelishvili, Georgi Hütt, Marc-Thorsten Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title | Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title_full | Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title_fullStr | Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title_full_unstemmed | Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title_short | Chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
title_sort | chromosomal origin of replication coordinates logically distinct types of bacterial genetic regulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026169/ https://www.ncbi.nlm.nih.gov/pubmed/32066730 http://dx.doi.org/10.1038/s41540-020-0124-1 |
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