Differential Gene Expression in Longissimus Dorsi Muscle of Hanwoo Steers-New Insight in Genes Involved in Marbling Development at Younger Ages

被引:13
作者
de las Heras-saldana, Sara [1 ]
Chung, Ki Yong [2 ]
Kim, Hyounju [1 ,3 ]
Lim, Dajeong [4 ]
Gondro, Cedric [1 ,5 ]
van der Werf, Julius H. J. [1 ]
机构
[1] Univ New England, Sch Environm & Rural Sci, Armidale, NSW 2351, Australia
[2] Korea Natl Coll Agr & Fisheries, Dept Beef Sci, Jeonju 54874, South Korea
[3] Natl Inst Anim Sci, Hanwoo Res Inst, Pyeongchang 25340, South Korea
[4] Natl Inst Anim Sci, Anim Genom & Bioinformat Div, Jeonbuk 55365, South Korea
[5] Michigan State Univ, Dept Anim Sci, Coll Agr & Resources, E Lansing, MI 48824 USA
关键词
gene expression; marbling; protein-protein interaction network; Hanwoo; RNA-seq; FATTY-ACID-COMPOSITION; INTRAMUSCULAR FAT; MEAT QUALITY; CANDIDATE GENES; TRENBOLONE ACETATE; KOREAN HANWOO; IDENTIFICATION; TRAITS; BEEF; PATTERNS;
D O I
10.3390/genes11111381
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The Korean Hanwoo breed possesses a high capacity to accumulate intramuscular fat, which is measured as a marbling score in the beef industry. Unfortunately, the development of marbling is not completely understood and the identification of differentially expressed genes at an early age is required to better understand this trait. In this study, we took muscle samples from 12 Hanwoo steers at the age of 18 and 30 months. From the contrast between age and marbling score, we identified in total 1883 differentially expressed genes (FDR < 0.05 and logarithm fold change >= 1.5) with 782 genes up-regulated and 1101 down-regulated. Differences in gene expression were higher between the ages x marbling groups rather than between high and low marbling groups. At 18 months of age, the genes SLC38A4, ABCA10, APOL6, and two novel genes (ENSBTAG00000015330 and ENSBTAG00000046041) were up-regulated in the high marbling group. From the protein-protein interaction network analysis, we identified unique networks when comparing marbling scores between different ages. Nineteen genes (AGT, SERPINE1, ADORA1, FOS, LEP, FOXO1, FOXO3, ADIPOQ, ITGA1, SDC1, SDC4, ITGB3, ITGB4, CXCL10, ACTG2, MX1, EDN1, ACTA2, and ESPL1) were identified to have an important role in marbling development. Further analyses are needed to better understand the role of these genes.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 68 条
[1]   Genome-wide analysis of gene expression during adipogenesis in human adipose-derived stromal cells reveals novel patterns of gene expression during adipocyte differentiation [J].
Ambele, Melvin Anyasi ;
Dessels, Carla ;
Durandt, Chrisna ;
Pepper, Michael Sean .
STEM CELL RESEARCH, 2016, 16 (03) :725-734
[2]  
[Anonymous], 2017, J ANIMAL BREEDING GE
[3]  
[Anonymous], 2004, Stat Appl Genet Mol Biol, DOI [10.2202/1544-6115.1027, DOI 10.2202/1544-6115.1027]
[4]   FoxO1 stimulates fatty acid uptake and oxidation in muscle cells through CD36-dependent and -independent mechanisms [J].
Bastie, CC ;
Nahlé, Z ;
McLoughlin, T ;
Esser, K ;
Zhang, WW ;
Unterman, T ;
Abumrad, NA .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (14) :14222-14229
[5]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[6]   VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R [J].
Chen, Hanbo ;
Boutros, Paul C. .
BMC BIOINFORMATICS, 2011, 12
[7]   Targeting Forkhead Box O1 from the Concept to Metabolic Diseases: Lessons from Mouse Models [J].
Cheng, Zhiyong ;
White, Morris F. .
ANTIOXIDANTS & REDOX SIGNALING, 2011, 14 (04) :649-661
[8]   Fatty acid profiles and sensory properties of Longissimus dorsi, Triceps brachii, and Semimembranosus muscles from Korean Hanwoo and Australian Angus beef [J].
Cho, SH ;
Park, BY ;
Kim, JH ;
Hwang, IH ;
Kim, JH ;
Lee, JM .
ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2005, 18 (12) :1786-1793
[9]  
Chung KY, 2012, J ANIM SCI, V90, P1421, DOI [10.2527/jas.2010-3496, 10.2527/jas.2011-3496]
[10]   Current situation and future prospects for beef production in South Korea - A review [J].
Chung, Ki Yong ;
Lee, Seung Hwan ;
Cho, Soo Hyun ;
Kwon, Eung Gi ;
Lee, Jun Heon .
ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2018, 31 (07) :951-960