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Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency

BACKGROUND: Advanced selection technologies have been developed and continually optimized to improve traits of agricultural importance; however, these methods have been primarily applied without knowledge of underlying biological changes that may be induced by selection. This study aims to character...

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Autores principales: Zhou, Nan, Lee, William R, Abasht, Behnam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4414306/
https://www.ncbi.nlm.nih.gov/pubmed/25886891
http://dx.doi.org/10.1186/s12864-015-1364-0
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author Zhou, Nan
Lee, William R
Abasht, Behnam
author_facet Zhou, Nan
Lee, William R
Abasht, Behnam
author_sort Zhou, Nan
collection PubMed
description BACKGROUND: Advanced selection technologies have been developed and continually optimized to improve traits of agricultural importance; however, these methods have been primarily applied without knowledge of underlying biological changes that may be induced by selection. This study aims to characterize the biological basis of differences between chickens with low and high feed efficiency (FE) with a long-term goal of improving the ability to select for FE. RESULTS: High-throughput RNA sequencing was performed on 23 breast muscle samples from commercial broiler chickens with extremely high (n = 10) and low (n = 13) FE. An average of 34 million paired-end reads (75 bp) were produced for each sample, 80% of which were properly mapped to the chicken reference genome (Ensembl Galgal4). Differential expression analysis identified 1,059 genes (FDR < 0.05) that significantly divergently expressed in breast muscle between the high- and low-FE chickens. Gene function analysis revealed that genes involved in muscle remodeling, inflammatory response and free radical scavenging were mostly up-regulated in the high-FE birds. Additionally, growth hormone and IGFs/PI3K/Akt signaling pathways were enriched in differentially expressed genes, which might contribute to the high breast muscle yield in high-FE birds and partly explain the FE advantage of high-FE chickens. CONCLUSIONS: This study provides novel insights into transcriptional differences in breast muscle between high- and low-FE broiler chickens. Our results show that feed efficiency is associated with breast muscle growth in these birds; furthermore, some physiological changes, e.g., inflammatory response and oxidative stress, may occur in the breast muscle of the high-FE chickens, which may be of concern for continued selection for both of these traits together in modern broiler chickens. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1364-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-44143062015-04-30 Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency Zhou, Nan Lee, William R Abasht, Behnam BMC Genomics Research Article BACKGROUND: Advanced selection technologies have been developed and continually optimized to improve traits of agricultural importance; however, these methods have been primarily applied without knowledge of underlying biological changes that may be induced by selection. This study aims to characterize the biological basis of differences between chickens with low and high feed efficiency (FE) with a long-term goal of improving the ability to select for FE. RESULTS: High-throughput RNA sequencing was performed on 23 breast muscle samples from commercial broiler chickens with extremely high (n = 10) and low (n = 13) FE. An average of 34 million paired-end reads (75 bp) were produced for each sample, 80% of which were properly mapped to the chicken reference genome (Ensembl Galgal4). Differential expression analysis identified 1,059 genes (FDR < 0.05) that significantly divergently expressed in breast muscle between the high- and low-FE chickens. Gene function analysis revealed that genes involved in muscle remodeling, inflammatory response and free radical scavenging were mostly up-regulated in the high-FE birds. Additionally, growth hormone and IGFs/PI3K/Akt signaling pathways were enriched in differentially expressed genes, which might contribute to the high breast muscle yield in high-FE birds and partly explain the FE advantage of high-FE chickens. CONCLUSIONS: This study provides novel insights into transcriptional differences in breast muscle between high- and low-FE broiler chickens. Our results show that feed efficiency is associated with breast muscle growth in these birds; furthermore, some physiological changes, e.g., inflammatory response and oxidative stress, may occur in the breast muscle of the high-FE chickens, which may be of concern for continued selection for both of these traits together in modern broiler chickens. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1364-0) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-17 /pmc/articles/PMC4414306/ /pubmed/25886891 http://dx.doi.org/10.1186/s12864-015-1364-0 Text en © Zhou et al.; licensee BioMed Central. 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 Article
Zhou, Nan
Lee, William R
Abasht, Behnam
Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title_full Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title_fullStr Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title_full_unstemmed Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title_short Messenger RNA sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
title_sort messenger rna sequencing and pathway analysis provide novel insights into the biological basis of chickens’ feed efficiency
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4414306/
https://www.ncbi.nlm.nih.gov/pubmed/25886891
http://dx.doi.org/10.1186/s12864-015-1364-0
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