Discovery of Gene Sources for Economic Traits in Hanwoo by Whole-genome Resequencing
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
Hanwoo, a Korean native cattle (Bos taurus coreana), has great economic value due to high meat quality. Also, the breed has genetic variations that are associated with production traits such as health, disease resistance, reproduction, growth as well as carcass quality. In this study, next generation sequencing technologies and the availability of an appropriate reference genome were applied to discover a large amount of single nucleotide polymorphisms (SNPs) in ten Hanwoo bulls. Analysis of whole-genome resequencing generated a total of 26.5 Gb data, of which 594,716,859 and 592,990,750 reads covered 98.73% and 93.79% of the bovine reference genomes of UMD 3.1 and Btau 4.6.1, respectively. In total, 2,473,884 and 2,402,997 putative SNPs were discovered, of which 1,095,922 (44.3%) and 982,674 (40.9%) novel SNPs were discovered against UMD3.1 and Btau 4.6.1, respectively. Among the SNPs, the 46,301 (UMD 3.1) and 28,613 SNPs (Btau 4.6.1) that were identified as Hanwoo-specific SNPs were included in the functional genes that may be involved in the mechanisms of milk production, tenderness, juiciness, marbling of Hanwoo beef and yellow hair. Most of the Hanwoospecific SNPs were identified in the promoter region, suggesting that the SNPs influence differential expression of the regulated genes relative to the relevant traits. In particular, the non-synonymous (ns) SNPs found in CORIN, which is a negative regulator of Agouti, might be a causal variant to determine yellow hair of Hanwoo. Our results will provide abundant genetic sources of variation to characterize Hanwoo genetics and for subsequent breeding.
Abstract
Hanwoo, a Korean native cattle (Bos taurus coreana), has great economic value due to high meat quality. Also, the breed has genetic variations that are associated with production traits such as health, disease resistance, reproduction, growth as well as carcass quality. In this study, next generation sequencing technologies and the availability of an appropriate reference genome were applied to discover a large amount of single nucleotide polymorphisms (SNPs) in ten Hanwoo bulls. Analysis of whole-genome resequencing generated a total of 26.5 Gb data, of which 594,716,859 and 592,990,750 reads covered 98.73% and 93.79% of the bovine reference genomes of UMD 3.1 and Btau 4.6.1, respectively. In total, 2,473,884 and 2,402,997 putative SNPs were discovered, of which 1,095,922 (44.3%) and 982,674 (40.9%) novel SNPs were discovered against UMD3.1 and Btau 4.6.1, respectively. Among the SNPs, the 46,301 (UMD 3.1) and 28,613 SNPs (Btau 4.6.1) that were identified as Hanwoo-specific SNPs were included in the functional genes that may be involved in the mechanisms of milk production, tenderness, juiciness, marbling of Hanwoo beef and yellow hair. Most of the Hanwoospecific SNPs were identified in the promoter region, suggesting that the SNPs influence differential expression of the regulated genes relative to the relevant traits. In particular, the non-synonymous (ns) SNPs found in CORIN, which is a negative regulator of Agouti, might be a causal variant to determine yellow hair of Hanwoo. Our results will provide abundant genetic sources of variation to characterize Hanwoo genetics and for subsequent breeding.
참고문헌 (31)
- Bagnato, A, "Quantitative trait loci affecting milk yield and protein percentage in a three-country Brown Swiss population", J. Dairy Sci, 91, pp.767~783 (2008)
- Berlanga, J. J, "The short form of the prolactin (PRL) receptor silences PRL induction of the beta-casein gene promoter", Mol. Endocrinol, 11, pp.1449~1457 (1997)
- Cafe, L. M., "Production and processing studies on calpain-system gene markers for tenderness in Brahman cattle: 2. Objective meat quality", J. Anim. Sci, 88, pp.3059~3069 (2010)
- Canovas, A., "Muscle transcriptomic profiles in pigs with divergent phenotypes for fatness traits", BMC Genomics, 11, pp.372~ (2010)
- Carnagey, K. M, "Use of 25-hydroxyvitamin D3 and dietary calcium to improve tenderness of beef from the round of beef cows", J. Anim. Sci, 86, pp.1637~1648 (2008)
- Chanchai, W., "Effects of misty-fan cooling and supplemental rbST on rumen function and milk production of crossbred Holstein cattle during early, mid and late lactation in a tropical environment", Anim. Sci. J, 81, pp.230~239 (2010)
- Chen, N., "Upregulation of PD-L1 by EGFR activation mediates the immune escape in EGFR-driven NSCLC: Implication for optional immune targeted theraphy for NSCLC patients with EGFR mutation", J. Thorac. Oncol, 10, pp.910~923 (2015)
- Decker, J. E, "Resolving the evolution of extant and extinct ruminants with high-throughput phylogenomics", Proc. Natl. Acad. Sci. USA, 106, pp.18644~18649 (2009)
- Elsik, C. G., "The genome sequence of taurine cattle: a window to ruminant biology and evolution", Science, 324, pp.522~528 (2009)
- Groenen, M. A. M, "Analyses of pig genomes provide insight into porcine demography and evolution", Nature, 491, pp.393~398 (2012)
- Kõks, S., "Sequencing and annotated analysis of full genome of Holstein breed bull. Mamm", Genome, 25, pp.363~373 (2014)
- Kawahara-Miki, R., "Whole-genome resequencing shows numerous genes with nonsynonymous SNPs in the Japanese native cattle Kuchinoshima-Ushi", BMC Genomics, 12, pp.103~ (2011)
- Khatib, H., "Mutations in the STAT5A gene are associated with embryonic survival and milk composition in cattle", J. Dairy Sci, 91, pp.784~793 (2008)
- Kijas, J. W., "A genome wide survey of SNP variation reveals the genetic structure of sheep breeds", PloS ONE, 4, pp.e4668~ (2009)
- Kim, H., "Association of a single nucleotide polymorphism in the akirin 2 gene with economically important traits in Korean native cattle", Anim. Genet, 44, pp.750~753 (2013)
- Kim, J. I., "A highly annotated whole-genome sequence of a Korean individual", Nature, 460, pp.1011~1015 (2009)
- Lee, K. T., "Wholegenome resequencing of Hanwoo(Korean cattle)and insight into regions of homozygosity", BMC Genomics, 14, pp.519~ (2013)
- Seung-Hwan Lee, "Identification of marbling-related candidate genes in M. longissimus dorsi of high- and low marbled Hanwoo (Korean Native Cattle) steers", BMB reports, 41(12), pp.846~851 (2008), 한국생화학분자생물학회
- Lee, S. H., "Use of a bovine genome array to identify new biological pathways for beef marbling in Hanwoo (Korean Cattle)", BMC Genomics, 11, pp.623~ (2010)
- Lim, D., "Identification of candidate genes related to bovine marbling using protein-protein interaction networks", Int. J. Biol. Sci, 7, pp.992~1002 (2011)
- McCue, M. E, "A high density SNP array for the domestic horse and extant Perissodactyla: Utility for association mapping, genetic diversity, and phylogeny studies", PLoS Genet, 8, pp.e1002451~ (2012)
- Novembre, J., "Perspectives on human population structure at the cusp of the sequencing era", Annu. Rev. Genomics Hum. Genet, 12, pp.245~274 (2011)
- Nusse, R, "Three decades of Wnts: a personal perspective on how a scientific field developed", EMBO J, 31, pp.2670~2684 (2012)
- Paredi, G., "“Muscle to meat” molecular events and technological transformations: The proteomics insight", Proteomics, 75, pp.4275~4289 (2012)
- Pinto, L. F., "Single nucleotide polymorphisms in CAPN and leptin genes associated with meat color and tenderness in Nellore cattle", Genet. Mol. Res, 10, pp.2057~2064 (2011)
- Ron, M, "Combining mouse mammary gland gene expression and comparative mapping for the identification of candidate genes for QTL of milk production traits in cattle", BMC Genomics, 8, pp.183~ (2007)
- Shibata, M., "Gene expression of myostatin during development and regeneration of skeletal muscle in Japanese Black Cattle", J. Anim. Sci, 84, pp.2983~2989 (2006)
- Van den Bossche, J., "Regulation and function of the E-cadherin", catenin complex in cells of the monocytemacrophage lineage and DCs, 2012, pp.119, 1623~1633
- Vonholdt, B. M., "Genome-wide SNP and haplotype analyses reveal a rich history underlying dog domestication", Nature, 464, pp.898~902 (2010)
- Watanabe, N., "Distribution of allele frequencies at TTN g. 231054C> T, RPL27A g. 3109537C> T and AKIRIN2 c.* 188G> A between Japanese Black and four other cattle breeds with differing historical selection for marbling", BMC Res. Notes, 4, pp.10~ (2011)
- Zimin, A. V, "A whole-genome assembly of the domestic cow, Bos taurus", Genome Biol, 10, pp.R42~ (2009)
