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Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver

BACKGROUND: The circadian clock is a critical regulator of biological functions controlling behavioral, physiological and biochemical processes. Because the liver is the primary regulator of metabolites within the mammalian body and the disruption of circadian rhythms in liver is associated with sev...

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Autores principales: Nguyen, Tung T, Mattick, John SA, Yang, Qian, Orman, Mehmet A, Ierapetritou, Marianthi G, Berthiaume, Francois, Androulakis, Ioannis P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3987685/
https://www.ncbi.nlm.nih.gov/pubmed/24666587
http://dx.doi.org/10.1186/1471-2105-15-83
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author Nguyen, Tung T
Mattick, John SA
Yang, Qian
Orman, Mehmet A
Ierapetritou, Marianthi G
Berthiaume, Francois
Androulakis, Ioannis P
author_facet Nguyen, Tung T
Mattick, John SA
Yang, Qian
Orman, Mehmet A
Ierapetritou, Marianthi G
Berthiaume, Francois
Androulakis, Ioannis P
author_sort Nguyen, Tung T
collection PubMed
description BACKGROUND: The circadian clock is a critical regulator of biological functions controlling behavioral, physiological and biochemical processes. Because the liver is the primary regulator of metabolites within the mammalian body and the disruption of circadian rhythms in liver is associated with severe illness, circadian regulators would play a strong role in maintaining liver function. However, the regulatory structure that governs circadian dynamics within the liver at a transcriptional level remains unknown. To explore this aspect, we analyzed hepatic transcriptional dynamics in Sprague-Dawley rats over a period of 24 hours to assess the genome-wide responses. RESULTS: Using an unsupervised consensus clustering method, we identified four major gene expression clusters, corresponding to central carbon and nitrogen metabolism, membrane integrity, immune function, and DNA repair, all of which have dynamics which suggest regulation in a circadian manner. With the assumption that transcription factors (TFs) that are differentially expressed and contain CLOCK:BMAL1 binding sites on their proximal promoters are likely to be clock-controlled TFs, we were able to use promoter analysis to putatively identify additional clock-controlled TFs besides PARF and RORA families. These TFs are both functionally and temporally related to the clusters they regulate. Furthermore, we also identified significant sets of clock TFs that are potentially transcriptional regulators of gene clusters. CONCLUSIONS: All together, we were able to propose a regulatory structure for circadian regulation which represents alternative paths for circadian control of different functions within the liver. Our prediction has been affirmed by functional and temporal analyses which are able to extend for similar studies.
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spelling pubmed-39876852014-04-30 Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver Nguyen, Tung T Mattick, John SA Yang, Qian Orman, Mehmet A Ierapetritou, Marianthi G Berthiaume, Francois Androulakis, Ioannis P BMC Bioinformatics Research Article BACKGROUND: The circadian clock is a critical regulator of biological functions controlling behavioral, physiological and biochemical processes. Because the liver is the primary regulator of metabolites within the mammalian body and the disruption of circadian rhythms in liver is associated with severe illness, circadian regulators would play a strong role in maintaining liver function. However, the regulatory structure that governs circadian dynamics within the liver at a transcriptional level remains unknown. To explore this aspect, we analyzed hepatic transcriptional dynamics in Sprague-Dawley rats over a period of 24 hours to assess the genome-wide responses. RESULTS: Using an unsupervised consensus clustering method, we identified four major gene expression clusters, corresponding to central carbon and nitrogen metabolism, membrane integrity, immune function, and DNA repair, all of which have dynamics which suggest regulation in a circadian manner. With the assumption that transcription factors (TFs) that are differentially expressed and contain CLOCK:BMAL1 binding sites on their proximal promoters are likely to be clock-controlled TFs, we were able to use promoter analysis to putatively identify additional clock-controlled TFs besides PARF and RORA families. These TFs are both functionally and temporally related to the clusters they regulate. Furthermore, we also identified significant sets of clock TFs that are potentially transcriptional regulators of gene clusters. CONCLUSIONS: All together, we were able to propose a regulatory structure for circadian regulation which represents alternative paths for circadian control of different functions within the liver. Our prediction has been affirmed by functional and temporal analyses which are able to extend for similar studies. BioMed Central 2014-03-25 /pmc/articles/PMC3987685/ /pubmed/24666587 http://dx.doi.org/10.1186/1471-2105-15-83 Text en Copyright © 2014 Nguyen et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.
spellingShingle Research Article
Nguyen, Tung T
Mattick, John SA
Yang, Qian
Orman, Mehmet A
Ierapetritou, Marianthi G
Berthiaume, Francois
Androulakis, Ioannis P
Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title_full Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title_fullStr Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title_full_unstemmed Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title_short Bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
title_sort bioinformatics analysis of transcriptional regulation of circadian genes in rat liver
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3987685/
https://www.ncbi.nlm.nih.gov/pubmed/24666587
http://dx.doi.org/10.1186/1471-2105-15-83
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