Pedigree reconstruction and population structure using SNP markers in Gir cattle

被引:1
|
作者
Garcia, Arielly Oliveira [1 ]
Otto, Pamela Itajara [2 ]
Glatzl Junior, Luiz Afonso [3 ]
Rocha, Renata de Fatima Bretanha [1 ]
dos Santos, Mateus Guimaraes [1 ]
de Oliveira, Daniele Alves [2 ]
da Silva, Marcos Vinicius Gualberto Barbosa [4 ]
Panetto, Joao Claudio do Carmo [4 ]
Machado, Marco Antonio [4 ]
Verneque, Rui da Silva [4 ]
Guimaraes, Simone Eliza Facioni [1 ]
机构
[1] Univ Fed Vicosa, Dept Anim Sci, BR-36570900 Vicosa, MG, Brazil
[2] Univ Fed Santa Maria, Dept Anim Sci, BR-97105900 Santa Maria, RS, Brazil
[3] Univ Fed Juiz de Fora, Dept Comp Sci, BR-36036900 Juiz De Fora, MG, Brazil
[4] EMBRAPA, Dairy Cattle Res Ctr, BR-36038330 Juiz De Fora, MG, Brazil
关键词
Inbreeding; Linkage disequilibrium; Parentage; Relationship; Runs of homozygosity; LINKAGE DISEQUILIBRIUM; BOS-INDICUS; HISTORY; HOMOZYGOSITY; SELECTION; GENOTYPES; ERRORS; RUNS;
D O I
10.1007/s13353-023-00747-x
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
Our objective was to establish a SNPs panel for pedigree reconstruction using microarrays of different densities and evaluate the genomic relationship coefficient of the inferred pedigree, in addition to analyzing the population structure based on genomic analyses in Gir cattle. For parentage analysis and genomic relationship, 16,205 genotyped Gir animals (14,458 females and 1747 males) and 1810 common markers to the four SNP microarrays were used. For population structure analyses, including linkage disequilibrium, effective population size, and runs of homozygosity (ROH), genotypes from 21,656 animals were imputed. Likelihood ratio (LR) approach was used to reconstruct the pedigree, deepening the pedigree and showing it is well established in terms of recent information. Coefficients for each relationship category of the inferred pedigree were adequate. Linkage disequilibrium showed rapid decay. We detected a decrease in the effective population size over the last 50 generations, with the average generation interval around 9.08 years. Higher ROH-based inbreeding coefficient in a class of short ROH segments, with moderate to high values, was also detected, suggesting bottlenecks in the Gir genome. Breeding strategies to minimize inbreeding and avoid massive use of few proven sires with high genetic value are suggested to maintain genetic variability in future generations. In addition, we recommend reducing the generation interval to maximize genetic progress and increase effective population size.
引用
收藏
页码:329 / 340
页数:12
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