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Identification of Genomic Differences between Hanwoo and Holstein Breeds Using the Illumina Bovine SNP50 BeadChip

  • Melka, Hailu Dadi (Department of Animal Science, Chungbuk National University) ;
  • Jeon, Eun-Kyeong (Department of Animal Science, Chungbuk National University) ;
  • Kim, Sang-Wook (Department of Animal Science, Chungbuk National University) ;
  • Han, James-Bond (Department of Animal Science, Chungbuk National University) ;
  • Yoon, Du-Hak (Department of Animal Science, Kyungbook National University) ;
  • Kim, Kwan-Suk (Department of Animal Science, Chungbuk National University)
  • Accepted : 2011.04.26
  • Published : 2011.06.30

Abstract

The use of genomic information in genomic selection programs for dairy and beef cattle breeds has become a reality in recent years. In this investigation, we analyzed single-nucleotide polymorphisms (SNPs) for Hanwoo (n=50) and Holstein (n=50) breeds using the Illumina Bovine SNP50 BeadChip to facilitate genomic selection and utilization of the Hanwoo breed in Korea. Analysis of the entire genomes showed different spectra of SNP frequencies for Hanwoo and Holstein cattle. The study revealed a highly significant (p<0.001) difference between Hanwoo and Holstein cattle in minor allele frequency (MAF). The average MAFs were $0.19{\pm}0.16$ and $0.22{\pm}0.16$ for Hanwoo and Holstein, respectively. From the total of 52,337 SNPs that were successfully identified, about 72% and 79% were polymorphic in Hanwoos and Holsteins, respectively. Polymorphic and fixed SNPs were not distributed uniformly across the chromosomes within breeds or between the two breeds. The number of fixed SNPs on all chromosomes was higher in Hanwoo cattle, reflecting the genetic uniqueness of the Hanwoo breed. In general, the rate of polymorphisms detected in these two breeds suggests that the SNPs can be used for different applications, such as whole-genome association and comparative genetic studies, and are a helpful tool in developing breed identification genetic markers.

Keywords

References

  1. Alama, M., Lee, Y.M., Park, B. L., Kim, J.H., Lee, S.S., Shin, H.D., Kim, K.S., Kim, N.S., and Kim, J.J. (2011). A Whole Genome Association Study to Detect Single Nucleotide Polymorphisms for Body Conformation Traits in a Hanwoo Population. Asian-Aust. J. Anim. Sci. 24, 322-329. https://doi.org/10.5713/ajas.2011.11012
  2. Avise, J.C. (2004). Molecular markers, natural history, and evolution, (Sunderland, MA: Sinauer Associates, Inc.).
  3. Bovine Genome Sequencing and Analysis Consortium, Elsik, C.G., Tellam, R.L., and Worley, K.C. (2009). The Genome Sequence of Taurine Cattle: a window to ruminant biology and evolution. Science 324, 522-528. https://doi.org/10.1126/science.1169588
  4. Bovine HapMap Consortium, Gibbs, R.A., Taylor, J.F., Van Tassell, C.P., Barendse, W., Eversole, K.A., Gill, C.A., Green, R.D., Hamernik, D.L., Kappes, S.M., Lien, S., Matukumalli, L.K., McEwan, J.C., Nazareth, L.V., Schnabel, R.D., Weinstock, G.M., Wheeler, D.A., Ajmone-Marsan, P., Boettcher, P.J., Caetano, A.R., Garcia, J.F., Hanotte, O., Mariani, P., Skow, L.C., Sonstegard, T.S., Williams, J.L., Diallo, B., Hailemariam, L., Martinez, M.L., Morris, C.A., Silva, L.O., Spelman, R.J., Mulatu, W., Zhao, K., Abbey, C.A., Agaba, M., Araujo, F.R., Bunch, R.J., Burton, J., Gorni, C., Olivier, H., Harrison, B.E., Luff, B., Machado, M.A., Mwakaya, J., Plastow, G., Sim, W., Smith, T., Thomas, M.B., Valentini, A., Williams, P., Womack, J., Woolliams, J.A., Liu, Y., Qin, X., Worley, K.C., Gao, C., Jiang, H., Moore, S.S., Ren, Y., Song, X.Z., Bustamante, C.D., Hernandez, R.D., Muzny, D.M., Patil, S., San Lucas, A., Fu, Q., Kent, M.P., Vega, R., Matukumalli, A., McWilliam, S., Sclep, G., Bryc, K., Choi, J., Gao, H., Grefenstette, J.J., Murdoch, B., Stella, A., Villa-Angulo, R., Wright, M., Aerts, J., Jann, O., Negrini, R., Goddard, M.E., Hayes, B.J., Bradley, D.G., Barbosa da Silva, M., Lau, L.P., Liu, G.E., Lynn, D.J., Panzitta, F., and Dodds, K.G. (2009). Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds. Science 324, 528-532. https://doi.org/10.1126/science.1167936
  5. Broeckel, U., and Hessner, M.J. (2006). Single nucleotide polymorphism. Testing DNA variation for disease association. In Molecular diagnostics: For the Clinical Laboratorian, W.B. Coleman and G.J. Tsongalis, ed. (New York, USA: Humana Press), pp.111-120.
  6. Cole, J.B., Van Raden, P.M.O., Connell J.R., Van Tassell C.P., Sonstegard, T.S., Schnabel, R.D., Taylor, J.F., and Wiggans, G.R. (2009). Distribution and location of genetic effects for dairy traits. J. Dairy Sci. 92, 2931-2946. https://doi.org/10.3168/jds.2008-1762
  7. Hayes, B.J., Bowman, P.J., Chamberlain, A.J., and Goddard, M.E. (2009). Invited review: Genomic selection in dairy cattle: progress and challenges. J. Dairy Sci. 92, 433-443. https://doi.org/10.3168/jds.2008-1646
  8. Kijas, J.W., Townley, D., Dalrymple, B.P., Heaton, M.P., Maddox, J.F., McGrath, A., Wilson, P., Ingersoll, R.G., McCulloch, R., McWilliam, S., Tang, D., McEwan, J., Cockett, N., Oddy, V.H., Nicholas, F.W., and Raadsma, H. (2009). A Genome Wide Survey of SNP Variation Reveals the Genetic Structure of Sheep Breeds. PLoS, 4, e4668. https://doi.org/10.1371/journal.pone.0004668
  9. Lee, J., Dang, C., and Kim, N. (2010). Inbreeding Trends and Pedigree Structure of Hanwoo (Korean Cattle). Proceedings Vol. II.
  10. Lee, Y.M., Han, C.M., Li, Y., Lee, J.J., Kim, L.H., Kim, J.H., Kim, D.I., Lee, S.S., Park, B.L., Shin, H.D., Kim, K.S., Kim, N.S., and Kim, J.J. (2010). A whole genome association study to detect single nucleotide polymorphisms for carcass traits in Hanwoo populations. Asian-Aust. J. Anim. Sci. 23, 417-424. https://doi.org/10.5713/ajas.2010.10019
  11. Matukumalli, L.K., Lawley, C.T., Schnabel, R.D., Taylor, J.F., Allan, M.F., Heaton, M.P., O'Connell, J., Moore, S.S., Smith, T.P., Sonstegard, T.S., and Van Tassell, C.P. (2009). Development and characterization of a high density SNP genotyping assay for cattle. PLoS. 4, e5350. https://doi.org/10.1371/journal.pone.0005350
  12. Michelizzi1, V.N., Wu, X., Dodson, M.V., Michal, J.J., Varon, J.Z., McLean, D.J., and Jiang, Z. (2011). A Global View of 54,001 Single Nucleotide Polymorphisms (SNPs) on the Illumina BovineSNP50 BeadChip and Their Transferability to Water Buffalo. Int. J. Biol. Sci. 7, 18-27. https://doi.org/10.7150/ijbs.7.18
  13. SPSS Statistics 17.0 Brief Guide. SPSS Inc., 233 South Wacker Drive, 11 Floor, Chicago.
  14. Uemoto, Y., Abe, T., Tameoka, N., Hasebe, H., Inou, K., Nakajima, H., Shoji, N., Kobayashi, M., and Kobayashi, E. (2010). Whole-geneome association study for fatty acid composition of oleic acid in Japanese Black cattle. Anim. Genet. 1-8.
  15. Van Tassell, C.P., Smith, T.P., Matukumalli, L.K., Taylor, J.F., Schnabel, R.D., Lawley, C.T., Haudenschild, C.D., Moore, S.S., Warren, W.C., and Sonstegard, T.S. (2008). SNP discovery and allele frequency estimation by deep sequencing of reduced representation libraries. Nat. Methods 5, 247-252. https://doi.org/10.1038/nmeth.1185
  16. Wade, C.M., Giulotto, E., Sigurdsson, S., Zoli, M. Gnerre, S., Imsland, F., Lear, T.L., Adelson, D.L., Bailey, E., Bellone, R.R., Blocker, H., Distl, O., Edgar, R.C., Garber, M., Leeb, T., Mauceli, E., MacLeod, J.N., Penedo, M.C., Raison, J.M., Sharpe, T., Vogel, J., Andersson, L., Antczak, D.F., Biagi, T., Binns, M.M., Chowdhary, B.P., Coleman, S.J., Della Valle, G., Fryc, S., Guerin, G., Hasegawa, T, Hill, E.W., Jurka, J., Kiialainen, A., Lindgren, G., Liu, J., Magnani, E., Mickelson, J.R., Murray, J., Nergadze, S.G., Onofrio, R., Pedroni, S., Piras, M.F., Raudsepp, T., Rocchi, M., Roed, K.H., Ryder, O.A., Searle, S., Skow, L., Swinburne, J.E., Syvanen, A.C., Tozaki, T., Valberg, S.J., Vaudin, M., White, J.R., Zody, M.C. Broad Institute Genome Sequencing Platform, Broad Institute Whole Genome Assembly Team, Lander, E.S., and Lindblad-Toh, K. (2009). Genome sequence, comparative analysis, and population genetics of the domestic horse. Science 326, 865-867. https://doi.org/10.1126/science.1178158
  17. Zimin, A.V., Delcher, A.L., Florea, L., Kelley, D.R., Schatz, M.C., Puiu, D., Hanrahan, F., Pertea, G., Van Tassell, C.P., Sonstegard, T.S., Marçais, G., Roberts, M., Subramanian, P., Yorke, J.A., and Salzberg, S.L. (2009). A whole-genome assembly of the domestic cow, Bos taurus. Genome Biol. 10, R42. https://doi.org/10.1186/gb-2009-10-4-r42

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