Assessing genetic architecture and signatures of selection of dual purpose Gir cattle populations using genomic information

被引:62
作者
Maiorano, Amanda Marchi [1 ]
Lourenco, Daniela Lino [2 ]
Tsuruta, Shogo [2 ]
Toro Ospina, Alejandra Maria [1 ]
Stafuzza, Nedenia Bonvino [1 ]
Masuda, Yutaka [2 ]
Eugenio, Anibal [3 ]
dos Santos Goncalves Cyrillo, Joslaine Noely [3 ]
Curi, Rogerio Abdallah [4 ]
de Vasconcelos Silva, Josineudson Augusto I. I. [4 ]
机构
[1] Univ Estadual Paulista, Fac Ciencias Agr & Vet, Sao Paulo, Brazil
[2] Univ Georgia, Anim & Dairy Sci, Anim Breeding & Genet, Athens, GA 30602 USA
[3] Inst Zootecnia, Sao Paulo, Brazil
[4] Univ Estadual Paulista, Fac Med Vet & Zootecnia, Botucatu, SP, Brazil
来源
PLOS ONE | 2018年 / 13卷 / 08期
基金
巴西圣保罗研究基金会;
关键词
RECENT POSITIVE SELECTION; WIDE ASSOCIATION; MILK-PRODUCTION; GROWTH TRAITS; DAIRY; PROTEIN; PATHWAY; IDENTIFICATION; POLYMORPHISMS; PREDICTION;
D O I
10.1371/journal.pone.0200694
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Gir is one of the main cattle breeds raised in tropical South American countries. Strong artificial selection through its domestication resulted in increased genetic differentiation among the countries in recent years. Over the years, genomic studies in Gir have become more common. However, studies of population structure and signatures of selection in divergent Gir populations are scarce and need more attention to better understand genetic differentiation, gene flow, and genetic distance. Genotypes of 173 animals selected for growth traits and 273 animals selected for milk production were used in this study. Clear genetic differentiation between beef and dairy populations was observed. Different criteria led to genetic divergence and genetic differences in allele frequencies between the two populations. Gene segregation in each population was forced by artificial selection, promoting isolation, and increasing genetic variation between them. Results showed evidence of selective forces in different regions of the genome. A total of 282 genes were detected under selection in the test population based on the fixation index (Fst), integrated haplotype score (iHS), and cross-population extend haplotype homozygosity (XP-EHH) approaches. The QTL mapping identified 35 genes associated with reproduction, milk composition, growth, meat and carcass, health, or body conformation traits. The investigation of genes and pathways showed that quantitative traits associated to fertility, milk production, beef quality, and growth were involved in the process of differentiation of these populations. These results would support further investigations of population structure and differentiation in the Gir breed.
引用
收藏
页数:24
相关论文
共 90 条
  • [1] Interrogating a high-density SNP map for signatures of natural selection
    Akey, JM
    Zhang, G
    Zhang, K
    Jin, L
    Shriver, MD
    [J]. GENOME RESEARCH, 2002, 12 (12) : 1805 - 1814
  • [2] [Anonymous], FRONT GENET
  • [3] [Anonymous], WORLD C GEN APPL LIV
  • [4] [Anonymous], MOL EVOLUTIONARY GEN
  • [5] [Anonymous], GIROLANDO HOLSTEIN C
  • [6] Genome-wide insights into population structure and genetic history of tunisian local cattle using the illumina bovinesnp50 beadchip
    Ben Jemaa, Slim
    Boussaha, Mekki
    Ben Mehdi, Mondher
    Lee, Jun Heon
    Lee, Seung-Hwan
    [J]. BMC GENOMICS, 2015, 16
  • [7] Wnt7a stimulates myogenic stem cell motility and engraftment resulting in improved muscle strength
    Bentzinger, C. Florian
    von Maltzahn, Julia
    Dumont, Nicolas A.
    Stark, Danny A.
    Wang, Yu Xin
    Nhan, Kevin
    Frenette, Jerome
    Cornelison, D. D. W.
    Rudnicki, Michael A.
    [J]. JOURNAL OF CELL BIOLOGY, 2014, 205 (01) : 97 - 111
  • [8] Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering
    Browning, Sharon R.
    Browning, Brian L.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (05) : 1084 - 1097
  • [9] A bioinformatics workflow for detecting signatures of selection in genomic data
    Cadzow, Murray
    Boocock, James
    Nguyen, Hoang T.
    Wilcox, Phillip
    Merriman, Tony R.
    Black, Michael A.
    [J]. FRONTIERS IN GENETICS, 2014, 5
  • [10] Transcriptional Response of Peripheral Blood Mononuclear Cells from Cattle Infected with Mycobacterium bovis
    Carlos Blanco, Federico
    Soria, Marcelo
    Veronica Bianco, Maria
    Bigi, Fabiana
    [J]. PLOS ONE, 2012, 7 (07):