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Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)

BACKGROUND: Marbling (intramuscular fat) is a valuable trait that impacts on meat quality and an important factor determining price of beef in the Korean beef market. Animals that are destined for this high marbling market are fed a high concentrate ration for approximately 30 months in the Korean f...

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Autores principales: Lee, Seung-Hwan, Gondro, Cedric, van der Werf, Julius, Kim, Nam-Kuk, Lim, Da-jeong, Park, Eung-Woo, Oh, Sung-Jong, Gibson, John P, Thompson, John M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018137/
https://www.ncbi.nlm.nih.gov/pubmed/21062493
http://dx.doi.org/10.1186/1471-2164-11-623
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author Lee, Seung-Hwan
Gondro, Cedric
van der Werf, Julius
Kim, Nam-Kuk
Lim, Da-jeong
Park, Eung-Woo
Oh, Sung-Jong
Gibson, John P
Thompson, John M
author_facet Lee, Seung-Hwan
Gondro, Cedric
van der Werf, Julius
Kim, Nam-Kuk
Lim, Da-jeong
Park, Eung-Woo
Oh, Sung-Jong
Gibson, John P
Thompson, John M
author_sort Lee, Seung-Hwan
collection PubMed
description BACKGROUND: Marbling (intramuscular fat) is a valuable trait that impacts on meat quality and an important factor determining price of beef in the Korean beef market. Animals that are destined for this high marbling market are fed a high concentrate ration for approximately 30 months in the Korean finishing farms. However, this feeding strategy leads to inefficiencies and excessive fat production. This study aimed to identify candidate genes and pathways associated with intramuscular fat deposition on highly divergent marbling phenotypes in adult Hanwoo cattle. RESULTS: Bovine genome array analysis was conducted to detect differentially expressed genes (DEGs) in m. longissimus with divergent marbling phenotype (marbling score 2 to 7). Three data-processing methods (MAS5.0, GCRMA and RMA) were used to test for differential expression (DE). Statistical analysis identified 21 significant transcripts from at least two data-processing methods (P < 0.01). All 21 differentially expressed genes were validated by real-time PCR. Results showed a high concordance in the gene expression fold change between the microarrays and the real time PCR data. Gene Ontology (GO) and pathway analysis demonstrated that some genes (ADAMTS4, CYP51A and SQLE) over expressed in high marbled animals are involved in a protein catabolic process and a cholesterol biosynthesis process. In addition, pathway analysis also revealed that ADAMTS4 is activated by three regulators (IL-17A, TNFα and TGFβ1). QRT-PCR was used to investigate gene expression of these regulators in muscle with divergent intramuscular fat contents. The results demonstrate that ADAMTS4 and TGFβ1 are associated with increasing marbling fat. An ADAMTS4/TGFβ1 pathway seems to be associated with the phenotypic differences between high and low marbled groups. CONCLUSIONS: Marbling differences are possibly a function of complex signaling pathway interactions between muscle and fat. These results suggest that ADAMTS4, which is involved in connective tissue degradation, could play a role in an important biological pathway for building up marbling in cattle. Moreover, ADAMTS4 and TGFβ1could potentially be used as an early biological marker for marbling fat content in the early stages of growth.
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spelling pubmed-30181372011-01-10 Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle) Lee, Seung-Hwan Gondro, Cedric van der Werf, Julius Kim, Nam-Kuk Lim, Da-jeong Park, Eung-Woo Oh, Sung-Jong Gibson, John P Thompson, John M BMC Genomics Research Article BACKGROUND: Marbling (intramuscular fat) is a valuable trait that impacts on meat quality and an important factor determining price of beef in the Korean beef market. Animals that are destined for this high marbling market are fed a high concentrate ration for approximately 30 months in the Korean finishing farms. However, this feeding strategy leads to inefficiencies and excessive fat production. This study aimed to identify candidate genes and pathways associated with intramuscular fat deposition on highly divergent marbling phenotypes in adult Hanwoo cattle. RESULTS: Bovine genome array analysis was conducted to detect differentially expressed genes (DEGs) in m. longissimus with divergent marbling phenotype (marbling score 2 to 7). Three data-processing methods (MAS5.0, GCRMA and RMA) were used to test for differential expression (DE). Statistical analysis identified 21 significant transcripts from at least two data-processing methods (P < 0.01). All 21 differentially expressed genes were validated by real-time PCR. Results showed a high concordance in the gene expression fold change between the microarrays and the real time PCR data. Gene Ontology (GO) and pathway analysis demonstrated that some genes (ADAMTS4, CYP51A and SQLE) over expressed in high marbled animals are involved in a protein catabolic process and a cholesterol biosynthesis process. In addition, pathway analysis also revealed that ADAMTS4 is activated by three regulators (IL-17A, TNFα and TGFβ1). QRT-PCR was used to investigate gene expression of these regulators in muscle with divergent intramuscular fat contents. The results demonstrate that ADAMTS4 and TGFβ1 are associated with increasing marbling fat. An ADAMTS4/TGFβ1 pathway seems to be associated with the phenotypic differences between high and low marbled groups. CONCLUSIONS: Marbling differences are possibly a function of complex signaling pathway interactions between muscle and fat. These results suggest that ADAMTS4, which is involved in connective tissue degradation, could play a role in an important biological pathway for building up marbling in cattle. Moreover, ADAMTS4 and TGFβ1could potentially be used as an early biological marker for marbling fat content in the early stages of growth. BioMed Central 2010-11-09 /pmc/articles/PMC3018137/ /pubmed/21062493 http://dx.doi.org/10.1186/1471-2164-11-623 Text en Copyright ©2010 Lee 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 cited.
spellingShingle Research Article
Lee, Seung-Hwan
Gondro, Cedric
van der Werf, Julius
Kim, Nam-Kuk
Lim, Da-jeong
Park, Eung-Woo
Oh, Sung-Jong
Gibson, John P
Thompson, John M
Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title_full Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title_fullStr Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title_full_unstemmed Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title_short Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
title_sort use of a bovine genome array to identify new biological pathways for beef marbling in hanwoo (korean cattle)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018137/
https://www.ncbi.nlm.nih.gov/pubmed/21062493
http://dx.doi.org/10.1186/1471-2164-11-623
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