Landscape of copy number variations in Bos taurus: individual - and inter-breed variability

被引:16
作者
Mielczarek, M. [1 ,2 ]
Fraszczak, M. [1 ]
Nicolazzi, E. [3 ]
Williams, J. L. [4 ]
Szyda, J. [1 ,2 ]
机构
[1] Wroclaw Univ Environm & Life Sci, Dept Genet, Biostat Grp, Kozuchowska 7, PL-51631 Wroclaw, Poland
[2] Natl Res Inst Anim Prod, Krakowska 1, PL-32083 Balice, Poland
[3] Council Dairy Cattle Breeding CDCB, 4201 Northview Dr, Bowie, MD 20716 USA
[4] Univ Adelaide, Sch Anim & Vet Sci, Davies Res Ctr, Roseworthy, SA 5371, Australia
关键词
Copy number variation; Cattle; Genetic diversity; Next-generation sequencing; STRUCTURAL VARIATION; SEQUENCE; IDENTIFICATION; UNIFICATION; ANNOTATION; DELETIONS; ONTOLOGY; SERVER; TOOL;
D O I
10.1186/s12864-018-4815-6
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The number of studies of Copy Number Variation in cattle has increased in recent years. This has been prompted by the increased availability of data on polymorphisms and their relationship with phenotypes. In addition, livestock species are good models for some human phenotypes. In the present study, we described the landscape of CNV driven genetic variation in a large population of 146 individuals representing 13 cattle breeds, using whole genome DNA sequence. Results: A highly significant variation among all individuals and within each breed was observed in the number of duplications (P < 10(-15)) and in the number of deletions (P < 10(-15)). We also observed significant differences between breeds for duplication (P = 0.01932) and deletion (P = 0.01006) counts. The same variation CNV length -inter-individual and inter-breed differences were significant for duplications (P < 10(-15)) and deletions (P < 10(-15)). Moreover, breedspecific variants were identified, with the largest proportion of breed-specific duplications (9.57%) found for Fleckvieh and breed-specific deletions found for Brown Swiss (5.00%). Such breed-specific CNVs were predominantly located in intragenic regions, however in Simmental, one deletion present in five individuals was found in the coding sequence of a novel gene ENSBTAG00000000688 on chromosome 18. In Brown Swiss, Norwegian Red and Simmental breedspecific deletions were located within KIT and MC1R genes, which are responsible for a coat colour. The functional annotation of coding regions underlying the breed-specific CNVs showed that in Norwegian Red, Guernsey, and Simmental significantly under-and overrepresented GO terms were related to chemical stimulus involved in sensory perception of smell and the KEGG pathways for olfactory transduction. In addition, specifically for the Norwegian Red breed, the dopaminergic synapse KEGG pathway was significantly enriched within deleted parts of the genome. Conclusions: The CNV landscape in Bos taurus genome revealed by this study was highly complex, with inter-breed differences, but also a significant variation within breeds. The former, may explain some of the phenotypic differences among analysed breeds, and the latter contributes to within-breed variation available for selection.
引用
收藏
页数:13
相关论文
共 54 条
[1]   CNVnator: An approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing [J].
Abyzov, Alexej ;
Urban, Alexander E. ;
Snyder, Michael ;
Gerstein, Mark .
GENOME RESEARCH, 2011, 21 (06) :974-984
[2]   APPLICATIONS OF NEXT-GENERATION SEQUENCING Genome structural variation discovery and genotyping [J].
Alkan, Can ;
Coe, Bradley P. ;
Eichler, Evan E. .
NATURE REVIEWS GENETICS, 2011, 12 (05) :363-375
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]   Identification of copy number variations and common deletion polymorphisms in cattle [J].
Bae, Joon Seol ;
Cheong, Hyun Sub ;
Kim, Lyoung Hyo ;
NamGung, Suk ;
Park, Tae Joon ;
Chun, Ji-Yong ;
Kim, Jason Yongha ;
Pasaje, Charisse Flerida A. ;
Lee, Jin Sol ;
Shin, Hyoung Doo .
BMC GENOMICS, 2010, 11
[5]   Diversity and population-genetic properties of copy number variations and multicopy genes in cattle [J].
Bickhart, Derek M. ;
Xu, Lingyang ;
Hutchison, Jana L. ;
Cole, John B. ;
Null, Daniel J. ;
Schroeder, Steven G. ;
Song, Jiuzhou ;
Garcia, Jose Fernando ;
Sonstegard, Tad S. ;
Van Tassell, Curtis P. ;
Schnabel, Robert D. ;
Taylor, Jeremy F. ;
Lewin, Harris A. ;
Liu, George E. .
DNA RESEARCH, 2016, 23 (03) :253-262
[6]   The challenges and importance of structural variation detection in livestock [J].
Bickhart, Derek M. ;
Liu, George E. .
FRONTIERS IN GENETICS, 2014, 5
[7]   Copy number variation of individual cattle genomes using next-generation sequencing [J].
Bickhart, Derek M. ;
Hou, Yali ;
Schroeder, Steven G. ;
Alkan, Can ;
Cardone, Maria Francesca ;
Matukumalli, Lakshmi K. ;
Song, Jiuzhou ;
Schnabe, Robert D. ;
Ventura, Mario ;
Taylor, Jeremy F. ;
Garcia, Jose Fernando ;
Van Tasse, Curtis P. ;
Sonstegard, Tad S. ;
Eichler, Evan E. ;
Liu, George E. .
GENOME RESEARCH, 2012, 22 (04) :778-790
[8]   Inferring Population Size History from Large Samples of Genome-Wide Molecular Data - An Approximate Bayesian Computation Approach [J].
Boitard, Simon ;
Rodriguez, Willy ;
Jay, Flora ;
Mona, Stefano ;
Austerlitz, Frederic .
PLOS GENETICS, 2016, 12 (03)
[9]   Genome-Wide Study of Structural Variants in Bovine Holstein, Montbeliarde and Normande Dairy Breeds [J].
Boussaha, Mekki ;
Esquerre, Diane ;
Barbieri, Johanna ;
Djari, Anis ;
Pinton, Alain ;
Letaief, Rabia ;
Salin, Gerald ;
Escudie, Frederic ;
Roulet, Alain ;
Fritz, Sebastien ;
Samson, Franck ;
Grohs, Cecile ;
Bernard, Maria ;
Klopp, Christophe ;
Boichard, Didier ;
Rocha, Dominique .
PLOS ONE, 2015, 10 (08)
[10]   Expansion of the Gene Ontology knowledgebase and resources [J].
Carbon, S. ;
Dietze, H. ;
Lewis, S. E. ;
Mungall, C. J. ;
Munoz-Torres, M. C. ;
Basu, S. ;
Chisholm, R. L. ;
Dodson, R. J. ;
Fey, P. ;
Thomas, P. D. ;
Mi, H. ;
Muruganujan, A. ;
Huang, X. ;
Poudel, S. ;
Hu, J. C. ;
Aleksander, S. A. ;
McIntosh, B. K. ;
Renfro, D. P. ;
Siegele, D. A. ;
Antonazzo, G. ;
Attrill, H. ;
Brown, N. H. ;
Marygold, S. J. ;
McQuilton, P. ;
Ponting, L. ;
Millburn, G. H. ;
Rey, A. J. ;
Stefancsik, R. ;
Tweedie, S. ;
Falls, K. ;
Schroeder, A. J. ;
Courtot, M. ;
Osumi-Sutherland, D. ;
Parkinson, H. ;
Roncaglia, P. ;
Lovering, R. C. ;
Foulger, R. E. ;
Huntley, R. P. ;
Denny, P. ;
Campbell, N. H. ;
Kramarz, B. ;
Patel, S. ;
Buxton, J. L. ;
Umrao, Z. ;
Deng, A. T. ;
Alrohaif, H. ;
Mitchell, K. ;
Ratnaraj, F. ;
Omer, W. ;
Rodriguez-Lopez, M. .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D331-D338