A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0
Abstract Background Our understanding of the regulation of gene expression has benefited from the availability of high-throughput technologies that interrogate the whole genome for the binding of specific transcription factors and gene expression profiles. In the case of widely used model organisms,...
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doaj-62842013a20a414b8d96469a17759c512020-11-25T02:06:29ZengBMCBMC Biology1741-70072018-08-0116111210.1186/s12915-018-0555-yA unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0Alberto Santos-Zavaleta0Mishael Sánchez-Pérez1Heladia Salgado2David A. Velázquez-Ramírez3Socorro Gama-Castro4Víctor H. Tierrafría5Stephen J. W. Busby6Patricia Aquino7Xin Fang8Bernhard O. Palsson9James E. Galagan10Julio Collado-Vides11Centro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoSchool of Biosciences, University of BirminghamDepartment of Biomedical Engineering, Boston UniversityDepartment of Bioengineering, University of California San DiegoDepartment of Bioengineering, University of California San DiegoDepartment of Biomedical Engineering, Boston UniversityCentro de Ciencias Genómicas, Universidad Nacional Autónoma de MéxicoAbstract Background Our understanding of the regulation of gene expression has benefited from the availability of high-throughput technologies that interrogate the whole genome for the binding of specific transcription factors and gene expression profiles. In the case of widely used model organisms, such as Escherichia coli K-12, the new knowledge gained from these approaches needs to be integrated with the legacy of accumulated knowledge from genetic and molecular biology experiments conducted in the pre-genomic era in order to attain the deepest level of understanding possible based on the available data. Results In this paper, we describe an expansion of RegulonDB, the database containing the rich legacy of decades of classic molecular biology experiments supporting what we know about gene regulation and operon organization in E. coli K-12, to include the genome-wide dataset collections from 32 ChIP and 19 gSELEX publications, in addition to around 60 genome-wide expression profiles relevant to the functional significance of these datasets and used in their curation. Three essential features for the integration of this information coming from different methodological approaches are: first, a controlled vocabulary within an ontology for precisely defining growth conditions; second, the criteria to separate elements with enough evidence to consider them involved in gene regulation from isolated transcription factor binding sites without such support; and third, an expanded computational model supporting this knowledge. Altogether, this constitutes the basis for adequately gathering and enabling the comparisons and integration needed to manage and access such wealth of knowledge. Conclusions This version 10.0 of RegulonDB is a first step toward what should become the unifying access point for current and future knowledge on gene regulation in E. coli K-12. Furthermore, this model platform and associated methodologies and criteria can be emulated for gathering knowledge on other microbial organisms.http://link.springer.com/article/10.1186/s12915-018-0555-yTranscriptional regulationTranscriptomicsIntegrative analysesSystems biologyChIP-seqgSELEX |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alberto Santos-Zavaleta Mishael Sánchez-Pérez Heladia Salgado David A. Velázquez-Ramírez Socorro Gama-Castro Víctor H. Tierrafría Stephen J. W. Busby Patricia Aquino Xin Fang Bernhard O. Palsson James E. Galagan Julio Collado-Vides |
spellingShingle |
Alberto Santos-Zavaleta Mishael Sánchez-Pérez Heladia Salgado David A. Velázquez-Ramírez Socorro Gama-Castro Víctor H. Tierrafría Stephen J. W. Busby Patricia Aquino Xin Fang Bernhard O. Palsson James E. Galagan Julio Collado-Vides A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 BMC Biology Transcriptional regulation Transcriptomics Integrative analyses Systems biology ChIP-seq gSELEX |
author_facet |
Alberto Santos-Zavaleta Mishael Sánchez-Pérez Heladia Salgado David A. Velázquez-Ramírez Socorro Gama-Castro Víctor H. Tierrafría Stephen J. W. Busby Patricia Aquino Xin Fang Bernhard O. Palsson James E. Galagan Julio Collado-Vides |
author_sort |
Alberto Santos-Zavaleta |
title |
A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 |
title_short |
A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 |
title_full |
A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 |
title_fullStr |
A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 |
title_full_unstemmed |
A unified resource for transcriptional regulation in Escherichia coli K-12 incorporating high-throughput-generated binding data into RegulonDB version 10.0 |
title_sort |
unified resource for transcriptional regulation in escherichia coli k-12 incorporating high-throughput-generated binding data into regulondb version 10.0 |
publisher |
BMC |
series |
BMC Biology |
issn |
1741-7007 |
publishDate |
2018-08-01 |
description |
Abstract Background Our understanding of the regulation of gene expression has benefited from the availability of high-throughput technologies that interrogate the whole genome for the binding of specific transcription factors and gene expression profiles. In the case of widely used model organisms, such as Escherichia coli K-12, the new knowledge gained from these approaches needs to be integrated with the legacy of accumulated knowledge from genetic and molecular biology experiments conducted in the pre-genomic era in order to attain the deepest level of understanding possible based on the available data. Results In this paper, we describe an expansion of RegulonDB, the database containing the rich legacy of decades of classic molecular biology experiments supporting what we know about gene regulation and operon organization in E. coli K-12, to include the genome-wide dataset collections from 32 ChIP and 19 gSELEX publications, in addition to around 60 genome-wide expression profiles relevant to the functional significance of these datasets and used in their curation. Three essential features for the integration of this information coming from different methodological approaches are: first, a controlled vocabulary within an ontology for precisely defining growth conditions; second, the criteria to separate elements with enough evidence to consider them involved in gene regulation from isolated transcription factor binding sites without such support; and third, an expanded computational model supporting this knowledge. Altogether, this constitutes the basis for adequately gathering and enabling the comparisons and integration needed to manage and access such wealth of knowledge. Conclusions This version 10.0 of RegulonDB is a first step toward what should become the unifying access point for current and future knowledge on gene regulation in E. coli K-12. Furthermore, this model platform and associated methodologies and criteria can be emulated for gathering knowledge on other microbial organisms. |
topic |
Transcriptional regulation Transcriptomics Integrative analyses Systems biology ChIP-seq gSELEX |
url |
http://link.springer.com/article/10.1186/s12915-018-0555-y |
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