Identification of Biological Pathways Contributing to Marbling in Skeletal Muscle to Improve Beef Cattle Breeding

被引:15
|
作者
Roudbari, Zahra [1 ,2 ]
Coort, Susan L. [2 ]
Kutmon, Martina [2 ,3 ]
Eijssen, Lars [2 ]
Melius, Jonathan [2 ]
Sadkowski, Tomasz [4 ]
Evelo, Chris T. [2 ,3 ]
机构
[1] Univ Jiroft, Fac Agr, Dept Anim Sci, Jiroft, Iran
[2] Maastricht Univ, NUTRIM Sch Nutr & Translat Res Metab, Dept Bioinformat BiGCaT, Maastricht, Netherlands
[3] Maastricht Univ, Maastricht Ctr Syst Biol MaCSBio, Maastricht, Netherlands
[4] Warsaw Univ Life Sci SGGW, Fac Vet Med, Dept Physiol Sci, Warsaw, Poland
关键词
marbling; curation pathway for cow; signaling pathway; improve breeding selection; transcriptomics profiling; INTRAMUSCULAR FAT DEPOSITION; LIPID-ACCUMULATION; SIGNALING PATHWAYS; EXPRESSION; GROWTH; GENE; DIFFERENTIATION; TRANSCRIPTION; TENDERNESS; INDICATORS;
D O I
10.3389/fgene.2019.01370
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Red meat is an important dietary source that provides part of the nutritional requirements. Intramuscular fat, known as marbling, is located throughout skeletal muscle. Marbling is a trait of major economic relevance that positively influences sensory quality aspects. The aim of the present study was to identify and better understand biological pathways defining marbling in beef cattle. Pathway analysis was performed in PathVisio with publicly available transcriptomic data from semitendinosus muscle of well-marbled and lean-marbled beef. Moreover, for Bos taurus we created a gene identifier mapping database with bridgeDb and a pathway collection in WikiPathways. The regulation of marbling is possibly the result of the interplay between signaling pathways in muscle, fat, and intramuscular connective tissue. Pathway analysis revealed 17 pathways that were significantly different between well-marbled and lean-marbled beef. The MAPK signaling pathway was enriched, and the signaling pathways that play a role in tissue development were also affected. Interestingly, pathways related to immune response and insulin signaling were enriched.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] The relationship between metabolic pathways in muscle and marbling of beef
    Jurie, C
    Sabboh, H
    Boulesteix, P
    Bauchart, D
    Pethick, DW
    Hocquette, JF
    [J]. 9TH MEETING ON RUMINANT RESEARCH, 2002, : 263 - 263
  • [2] The relationship between muscle metabolic pathways and marbling of beef
    Hocquette, J
    Jurie, C
    Ueda, Y
    Boulesteix, P
    Bauchart, D
    Pethick, DW
    [J]. PROGRESS IN RESEARCH ON ENERGY AND PROTEIN METABOLISM, 2003, (109): : 513 - 516
  • [3] MUSCLE GENE EXPRESSION ASSOCIATED WITH INCREASED MARBLING IN BEEF CATTLE
    Clark, D. L.
    Boler, D. D.
    Kutzler, L. W.
    Jones, K. A.
    McKeith, F. K.
    Killefer, J.
    Carr, T. R.
    Dilger, A. C.
    [J]. ANIMAL BIOTECHNOLOGY, 2011, 22 (02) : 51 - 63
  • [4] 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.
    [J]. BMC GENOMICS, 2010, 11
  • [5] Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)
    Seung-Hwan Lee
    Cedric Gondro
    Julius van der Werf
    Nam-Kuk Kim
    Da-jeong Lim
    Eung-Woo Park
    Sung-Jong Oh
    John P Gibson
    John M Thompson
    [J]. BMC Genomics, 11
  • [6] ASSOCIATION OF THE EXPRESSION LEVEL OF THE MYBPC1 GENE IN SKELETAL MUSCLE WITH MARBLING TRAIT IN JAPANESE BLACK BEEF CATTLE
    Tong, Bin
    Muramatsu, Youji
    Ohta, Takeshi
    Kose, Hiroyuki
    Yamashiro, Hideaki
    Sugiyama, Toshie
    Yamada, Takashisa
    [J]. Annals of Animal Science, 2015, 15 (02): : 349 - 358
  • [7] Beef Quality Risk Identification and Optimization in Beef Cattle Breeding
    Li, Hui
    Zhang, Jian
    Zhang, Lingxian
    Li, Daoliang
    Fu, Zetian
    [J]. APPLIED AND COMPUTATIONAL MATHEMATICS, 2ND EDITION, 2008, : 327 - +
  • [8] Sequencing and Characterization of Divergent Marbling Levels in the Beef Cattle (Longissimus dorsi Muscle) Transcriptome
    Chen, Dong
    Li, Wufeng
    Du, Min
    Wu, Meng
    Cao, Binghai
    [J]. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2015, 28 (02): : 158 - 165
  • [9] A COMPARISON OF BEEF-CATTLE BREEDING METHODS TO IMPROVE PERFORMANCE
    LANDBLOM, DG
    NELSON, JL
    [J]. NORTH DAKOTA FARM RESEARCH, 1981, 38 (06): : 24 - 26
  • [10] Cellular signaling pathways regulating the initial stage of adipogenesis and marbling of skeletal muscle
    Du, Min
    Yin, Jingdong
    Zhu, Mei J.
    [J]. MEAT SCIENCE, 2010, 86 (01) : 103 - 109