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
相关论文
共 50 条
  • [31] Quantifying genetic contributions to a dairy cattle population using pedigree analysis
    Roughsedge, T
    Brotherstone, S
    Visscher, PM
    LIVESTOCK PRODUCTION SCIENCE, 1999, 60 (2-3): : 359 - 369
  • [32] Estimation of the Genetic Diversity and Population Structure of Thailand's Rice Landraces Using SNP Markers
    Aesomnuk, Wanchana
    Ruengphayak, Siriphat
    Ruanjaichon, Vinitchan
    Sreewongchai, Tanee
    Malumpong, Chanate
    Vanavichit, Apichart
    Toojinda, Theerayut
    Wanchana, Samart
    Arikit, Siwaret
    AGRONOMY-BASEL, 2021, 11 (05):
  • [33] Development of SNP markers for individual identification and parentage test in a Japanese Black cattle population
    Hara, Kazuhiro
    Watabe, Hideki
    Sasazaki, Shinji
    Mukai, Fumio
    Mannen, Hideyuki
    ANIMAL SCIENCE JOURNAL, 2010, 81 (02) : 152 - 157
  • [34] History, structure, and genetic diversity of Brazilian Gir cattle
    Santana, M. L., Jr.
    Pereira, R. J.
    Bignardi, A. B.
    El Faro, L.
    Tonhati, H.
    Albuquerque, L. G.
    LIVESTOCK SCIENCE, 2014, 163 : 26 - 33
  • [35] Pedigree analysis in the Polish Red cattle population
    Jarnecka, O.
    Bauer, E. A.
    Jagusiak, W.
    ANIMAL, 2021, 15 (06)
  • [36] The use of SNP markers for cattle breed identification
    Jasielczuk, Igor
    Gurgul, Artur
    Szmatola, Tomasz
    Radko, Anna
    Majewska, Anna
    Sosin, Ewa
    Litwinczuk, Zygmunt
    Rubis, Dominika
    Zabek, Tomasz
    JOURNAL OF APPLIED GENETICS, 2024, 65 (03) : 575 - 589
  • [37] Analysing the genetic diversity and population structure of five native Turkish cattle breeds using SNP data
    Bayraktar, Mervan
    Cebeci, Zeynel
    Gokce, Goekhan
    REPRODUCTION IN DOMESTIC ANIMALS, 2024, 59 (03)
  • [38] Characterising a Eucalyptus cladocalyx breeding population using SNP markers
    David Bush
    Bala Thumma
    Tree Genetics & Genomes, 2013, 9 : 741 - 752
  • [39] Pedigree Validation and Reconstruction Applied in the Cultivated Potato Using 35 Microsatellites Markers
    Martin Spanoghe
    Alexandra Nirsha
    Thierry Marique
    Deborah Lanterbecq
    Potato Research, 2024, 67 : 209 - 220
  • [40] Characterising a Eucalyptus cladocalyx breeding population using SNP markers
    Bush, David
    Thumma, Bala
    TREE GENETICS & GENOMES, 2013, 9 (03) : 741 - 752