Misidentification of runs of homozygosity islands in cattle caused by interference with copy number variation or large intermarker distances

被引:38
作者
Nandolo, Wilson [1 ,2 ]
Utsunomiya, Yuri T. [3 ]
Meszaros, Gabor [1 ]
Wurzinger, Maria [1 ]
Khayadzadeh, Negar [1 ]
Torrecilha, Rafaela B. P. [3 ]
Mulindwa, Henry A. [4 ]
Gondwe, Timothy N. [2 ]
Waldmann, Patrik [5 ]
Ferencakovic, Maja [6 ]
Garcia, Jose F. [3 ,7 ]
Rosen, Benjamin D. [8 ]
Bickhart, Derek [8 ]
van Tassell, Curt P. [8 ]
Curik, Ino [6 ]
Soelkner, Johann [1 ]
机构
[1] Univ Nat Resources & Life Sci, Div Livestock Sci NUWI, Gregor Mendel Str 33, A-1180 Vienna, Austria
[2] Lilongwe Univ Agr & Nat Resources, POB 219, Lilongwe, Malawi
[3] Sao Paulo State Univ UNESP, Sch Agr & Veterinarian Sci, Dept Prevent Vet Med & Anim Reprod, Jaboticabal, SP, Brazil
[4] Natl Livestock Resources Res Inst, POB 96, Tororo, Uganda
[5] Swedish Univ Agr Sci, Dept Anim Breeding & Genet, Box 7023, S-75007 Uppsala, Sweden
[6] Univ Zagreb, Fac Agr, Dept Anim Sci, Svetosimunska Cesta 25, Zagreb 10000, Croatia
[7] Sao Paulo State Univ UNESP, Dept Support Prod & Anim Hlth, Sch Vet Med, Aracatuba, SP, Brazil
[8] Anim Genom & Improvement Lab, Beltsville, MD 20705 USA
关键词
GENOME-WIDE SCAN; VARIANTS; IDENTIFICATION;
D O I
10.1186/s12711-018-0414-x
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Background: Runs of homozygosity (ROH) islands are stretches of homozygous sequence in the genome of a large proportion of individuals in a population. Algorithms for the detection of ROH depend on the similarity of haplotypes. Coverage gaps and copy number variants (CNV) may result in incorrect identification of such similarity, leading to the detection of ROH islands where none exists. Misidentified hemizygous regions will also appear as homozygous based on sequence variation alone. Our aim was to identify ROH islands influenced by marker coverage gaps or CNV, using Illumina BovineHD BeadChip (777 K) single nucleotide polymorphism (SNP) data for Austrian Brown Swiss,Tyrol Grey and Pinzgauer cattle. Methods: ROH were detected using clustering, and ROH islands were determined from population inbreeding levels for each marker. CNV were detected using a multivariate copy number analysis method and a hidden Markov model. SNP coverage gaps were defined as genomic regions with intermarker distances on average longer than 9.24 kb. ROH islands that overlapped CNV regions (CNVR) or SNP coverage gaps were considered as potential artefacts. Permutation tests were used to determine if overlaps between CNVR with copy losses and ROH islands were due to chance. Diversity of the haplotypes in the ROH islands was assessed by haplotype analyses. Results: In Brown Swiss, Tyrol Grey and Pinzgauer, we identified 13, 22, and 24 ROH islands covering 26.6, 389.0 and 35.8 Mb, respectively, and we detected 30, 50 and 71 CNVR derived from CNV by using both algorithms, respectively. Overlaps between ROH islands, CNVR or coverage gaps occurred for 7, 14 and 16 ROH islands, respectively. About 37, 44 and 52% of the ROH islands coverage in Brown Swiss, Tyrol Grey and Pinzgauer, respectively, were affected by copy loss. Intersections between ROH islands and CNVR were small, but significantly larger compared to ROH islands at random locations across the genome, implying an association between ROH islands and CNVR. Haplotype diversity for reliable ROH islands was lower than for ROH islands that intersected with copy loss CNVR. Conclusions: Our findings show that a significant proportion of the ROH islands in the bovine genome are artefacts due to CNV or SNP coverage gaps.
引用
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页数:13
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