Hindawi Publishing Corporation
Comparative and Functional Genomics
Volume 2012, Article ID 756284, 11 pages
doi:10.1155/2012/756284
Research Article
Functional Genomic Analysis of
Variation on Beef Tenderness Induced by
Acute Stress in Angus Cattle
Chunping Zhao,
1, 2
Fei Tian,
2
Ying Yu,
2, 3
Juan Luo,
2
Apratim Mitra,
2
Fei Zhan,
2
Yali Hou,
2
George Liu,
4
Linsen Zan,
1
M. Scott Updike,
2, 5
and Jiuzhou Song
2
1
College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, China
2
Department of Animal & Avian Sciences, University of Maryland, College Park, MD 20742, USA
3
Department of Animal Breeding and Genetics, College of Animal Sciences, China Agricultural University, Beijing 100193, China
4
Bovine Functional Genomic Laboratory, Animal and Natural Resources Institute, USDA-Agricultural Research Service,
Beltsville, MD 20705, USA
5
Standerds Division, USDA-Agricultural Marketing Service-National Organic Program, Washington, DC 20250, USA
Correspondence should be addressed to Linsen Zan, zanls@yahoo.com.cn and Jiuzhou Song, songj88@umd.edu
Received 29 November 2011; Accepted 19 January 2012
Academic Editor: Giulia Piaggio
Copyright © 2012 Chunping Zhao et al. This is an open access article distributed under the Creative Commons Attribution
License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly
cited.
Beef is one of the leading sources of protein, B vitamins, iron, and zinc in human food. Beef palatability is based on three general
criteria: tenderness, juiciness, and flavor, of which tenderness is thought to be the most important factor. In this study, we found
that beef tenderness, measured by the Warner-Bratzler shear force (WBSF), was dramatically increased by acute stress. Microarray
analysis and qPCR identified a variety of genes that were differentially expressed. Pathway analysis showed that these genes were
involved in immune response and regulation of metabolism process as activators or repressors. Further analysis identified that
these changes may be related with CpG methylation of several genes. Therefore, the results from this study provide an enhanced
understanding of the mechanisms that genetic and epigenetic regulations control meat quality and beef tenderness.
1. Introduction
Beef is a source of high-quality nutrition for human pop-
ulations. Beef palatability is generally determined by three
general criteria: tenderness, juiciness, and flavor. Of these
factors, beef consumers usually consider tenderness as the
most important palatability trait leading to a good eating
experience [1–3]. Inconsistency in tenderness has been
reported as the most important factor in determining con-
sumer satisfaction with beef quality [4–9]. It is well known
that beef tenderness is influenced not only by genetic
factors but also environmental aspects. Many studies have
been performed on beef quality and tenderness, identifying
various important candidate genes [10, 11], quantitative trait
loci (QTL), and single-nucleotide polymorphisms (SNPs)
[12–20]. High-throughput transcriptomics and proteomics
were also used to explore the mechanism of controlling beef
quality and tenderness [21–27]. These researches focused
much attention on genetic factors influencing beef tender-
ness. Anecdotally, farmers found that beef produced by cattle
which suffered from acute stress, such as injury, surgery,
or hardware disease, has much lower quality compared to
beef from normal cattle [28–31]. This phenomenon like
hardware disease may occur often; therefore the underlying
mechanism needs to be explored to better understand what
drives beef tenderness and to ultimately improve profitability
and efficiency of beef production. So far, we have not seen
research which examines the mechanisms of beef quality
alteration attributed to acute stress. In this experiment, we
found an acute stress event that altered beef tenderness.