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Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data

IMP (inosine 5′-monophosphate) is a compound that enhances the flavor of poultry meat. IMP has become a new breeding trait to improve poultry meat quality. We tried to identify several potential regulatory genes, and construct their predicted regulatory relationships. Time series gene expression pro...

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Autores principales: Ma, Teng, Xu, Lu, Wang, Hongzhi, Chen, Jing, Liu, Lu, Chang, Guobin, Chen, Guohong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464707/
https://www.ncbi.nlm.nih.gov/pubmed/26075067
http://dx.doi.org/10.1186/s40104-015-0022-3
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author Ma, Teng
Xu, Lu
Wang, Hongzhi
Chen, Jing
Liu, Lu
Chang, Guobin
Chen, Guohong
author_facet Ma, Teng
Xu, Lu
Wang, Hongzhi
Chen, Jing
Liu, Lu
Chang, Guobin
Chen, Guohong
author_sort Ma, Teng
collection PubMed
description IMP (inosine 5′-monophosphate) is a compound that enhances the flavor of poultry meat. IMP has become a new breeding trait to improve poultry meat quality. We tried to identify several potential regulatory genes, and construct their predicted regulatory relationships. Time series gene expression profiles of thigh muscle tissues of Rugao chicken, a famous indigenous breed in China, were performed for analysis of genes that are co-expressed or correlated with the concentration of IMP. We found 15 crucial co-expression genes, which are Hspa2, Pten, Gabpa, Bpi, Mkl1, Srf, Cd34, Hspa4, Etv6, Bmpr2, Gde1, Igfbp5, Cd28, Pecam1 and Gja1, that may directly or indirectly regulate IMP metabolism. Eventually, we computed the correlation coefficient between 19 IMP Genes and 15 CGs (15 co-expression genes), and we identified and constructed a predicted regulation network. In conclusion, variation of IMP concentration was primarily connected with the muscle development process. During this process, 15 CGs were identified that may have significant influence on IMP metabolism. In particular, Bmpr2, Pten and co-expression genes correlated with Entpd8 might play important roles in regulating IMP de novo synthesis, decomposition and salvage synthesis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40104-015-0022-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-44647072015-06-14 Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data Ma, Teng Xu, Lu Wang, Hongzhi Chen, Jing Liu, Lu Chang, Guobin Chen, Guohong J Anim Sci Biotechnol Research IMP (inosine 5′-monophosphate) is a compound that enhances the flavor of poultry meat. IMP has become a new breeding trait to improve poultry meat quality. We tried to identify several potential regulatory genes, and construct their predicted regulatory relationships. Time series gene expression profiles of thigh muscle tissues of Rugao chicken, a famous indigenous breed in China, were performed for analysis of genes that are co-expressed or correlated with the concentration of IMP. We found 15 crucial co-expression genes, which are Hspa2, Pten, Gabpa, Bpi, Mkl1, Srf, Cd34, Hspa4, Etv6, Bmpr2, Gde1, Igfbp5, Cd28, Pecam1 and Gja1, that may directly or indirectly regulate IMP metabolism. Eventually, we computed the correlation coefficient between 19 IMP Genes and 15 CGs (15 co-expression genes), and we identified and constructed a predicted regulation network. In conclusion, variation of IMP concentration was primarily connected with the muscle development process. During this process, 15 CGs were identified that may have significant influence on IMP metabolism. In particular, Bmpr2, Pten and co-expression genes correlated with Entpd8 might play important roles in regulating IMP de novo synthesis, decomposition and salvage synthesis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40104-015-0022-3) contains supplementary material, which is available to authorized users. BioMed Central 2015-05-23 /pmc/articles/PMC4464707/ /pubmed/26075067 http://dx.doi.org/10.1186/s40104-015-0022-3 Text en © Ma et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Ma, Teng
Xu, Lu
Wang, Hongzhi
Chen, Jing
Liu, Lu
Chang, Guobin
Chen, Guohong
Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title_full Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title_fullStr Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title_full_unstemmed Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title_short Mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
title_sort mining the key regulatory genes of chicken inosine 5′-monophosphate metabolism based on time series microarray data
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4464707/
https://www.ncbi.nlm.nih.gov/pubmed/26075067
http://dx.doi.org/10.1186/s40104-015-0022-3
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