Research paper
Copy number variations in Hanwoo and Yanbian cattle genomes using
the massively parallel sequencing data
Jung-Woo Choi
a,g,1
, Won-Hyong Chung
a,1
, Kyu-Sang Lim
a
, Won-Jun Lim
b,c
, Bong-Hwan Choi
a
,
Seung-Hwan Lee
d
, Hyeong-Cheol Kim
e
, Seung-Soo Lee
f
, Eun-Seok Cho
a
, Kyung-Tai Lee
a
, Namshin Kim
b,c
,
Jeong-Dae Kim
g
, Jong-Bok Kim
g
, Han-Ha Chai
a
, Yong-Min Cho
a
, Tae-Hun Kim
a
, Dajeong Lim
a,
⁎
a
Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
b
Personalized Genomic Medicine Research Center, Division of Strategic Research Groups, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Korea
c
Department of Functional Genomics, Korea University of Science and Technology, Daejeon 34141, Republic of Korea
d
Division of Animal and Dairy Science, Chung Nam National University, Daejeon 305-764, Republic of Korea
e
Hanwoo Experiment Station, National Institute of Animal Science, RDA, Pyeongchang 232-950, Korea
f
Animal Genetic and Breeding Division, National Institute of Animal Science, Cheon-An 331-808, Korea
g
College of Animal Life Science, Kangwon National University, Chuncheon 24341, Republic of Korea
abstract article info
Article history:
Received 4 August 2015
Received in revised form 28 April 2016
Accepted 12 May 2016
Available online 14 May 2016
Hanwoo is an indigenous Korean beef cattle breed, and it shared an ancestor with Yanbian cattle that are found in
the Northeast provinces in China until the last century. During recent decades, those cattle breeds experienced
different selection pressures. Here, we present genome-wide copy number variations (CNVs) by comparing
Hanwoo and Yanbian cattle sequencing data. We used ~3.12 and ~3.07 billion sequence reads from Hanwoo
and Yanbian cattle, respectively. A total of 901 putative CNV regions (CNVRs) were identified throughout the ge-
nome, representing 5,513,340 bp. This is a smaller number than has been reported in previous studies, indicating
that Hanwoo are genetically close to Yanbian cattle. Of the CNVRs, 53.2% and 46.8% were found to be gains and
losses in Hanwoo. Potential functional roles of each CNVR were assessed by annotating all CNVRs and gene on-
tology (GO) enrichment analysis. We found that 278 CNVRs overlapped with cattle gene-sets (genic-CNVRs)
that could be promising candidates to account for economically important traits in cattle. The enrichment
analysis indicated that genes were significantly over-represented in GO terms, including developmental process,
multicellular organismal process, reproduction, and response to stimulus. These results provide a valuable geno-
mic resource for determining how CNVs are associated with cattle traits.
© 2016 Published by Elsevier B.V.
Keywords:
Hanwoo
Yanbian cattle
Copy number variation
Whole-genome sequencing
1. Introduction
Copy number variation (CNV) is an important genomic variation
that pertains to an abnormal number of copies of large genomic regions.
Landmark studies revealed that the CNVs are extensively distributed
across the human genome (Iafrate et al., 2004; Sebat et al., 2004). The
definition of CNV continues to change as there are improvements in ex-
perimental approaches that are used in the CNV detection, including
array comparative genomic hybridization, single nucleotide polymor-
phism arrays, and next-generation sequencing (NGS). In particular,
such technological advances have significantly improved the resolution
of identified CNVs, leading to CNV size classification changes during the
most recent decade.
In cattle, genome-wide CNVs have mainly been assessed since the
completion of the bovine sequencing project (Bovine Genome et al.,
2009; Liu et al., 2009; Zimin et al., 2009) as well as commercial and cus-
tom array developments (Matukumalli et al., 2009; Fadista et al., 2010).
In particular, the array-based approaches granted the opportunity to
detect genome-wide CNVs at a population scale using multiple cattle
breeds (Fadista et al., 2010; Hou et al., 2011, 2012; Jiang et al., 2013).
Furthermore, recent advances in NGS technologies have successfully
been used to detect CNVs with higher resolution and accuracy in cattle
genomes (Stothard et al., 2011; Bickhart et al., 2012; Choi et al., 2013,
2014); however, sequencing is still too expensive to perform genome-
wide population-scale CNV analyses.
Hanwoo (HAN) is a native Korean cattle breed that is renowned
as the representative beef cattle on the Korean peninsula, and it is nor-
mally referred to as the brown-colored cattle. HAN were mainly used as
draft animals until a selective breeding program was initiated in the
late 1970s. The breeding program has contributed to substantial genetic
improvement in economically important traits for HAN, and it is cur-
rently the most preferred beef cattle breed among Korean consumers
Gene 589 (2016) 36–42
⁎ Corresponding author at: Animal Genomics and Bioinformatics Division, National
Institute of Animal Science, Rural Development Administration, Jeonju 565-851,
Republic of Korea.
E-mail address: lim.dj@korea.kr (D. Lim).
1
These authors contributed equally to this work.
http://dx.doi.org/10.1016/j.gene.2016.05.017
0378-1119/© 2016 Published by Elsevier B.V.
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