TY - JOUR
T1 - Uncovering Sub-Structure and Genomic Profiles in Across-Countries Subpopulations of Angus Cattle
AU - Cardoso, Diercles Francisco
AU - Fernandes Júnior, Gerardo Alves
AU - Scalez, Daiane Cristina Becker
AU - Alves, Anderson Antonio Carvalho
AU - Magalhães, Ana Fabrícia Braga
AU - Bresolin, Tiago
AU - Ventura, Ricardo Vieira
AU - Li, Changxi
AU - de Sena Oliveira, Márcia Cristina
AU - Porto-Neto, Laercio Ribeiro
AU - Carvalheiro, Roberto
AU - de Oliveira, Henrique Nunes
AU - Tonhati, Humberto
AU - Albuquerque, Lucia Galvão
N1 - Funding Information:
The authors thank the first author grant #2016/22490-8, Sao Paulo Research Foundation (FAPESP), the support from AAFC Livestock Genetics & Genomics Program funds, AAFC A-base peer-reviewed research projects (RBPI-1139 and RBPI-1752) and the BCRC Beef Cluster project (FDE.05.09) for the collection of Canadian Angus data, and the support from CNPq Universal: 478780/2013-3, 480086/2013-3 and 474829/2013-8 for the collection of Brazilian Angus data. Also, thank the MSc. André V. do Nascimento and Camila Rosenberg for a critical review of the manuscript.
Publisher Copyright:
© 2020, The Author(s).
PY - 2020/12/1
Y1 - 2020/12/1
N2 - Highlighting genomic profiles for geographically distinct subpopulations of the same breed may provide insights into adaptation mechanisms to different environments, reveal genomic regions divergently selected, and offer initial guidance to joint genomic analysis. Here, we characterized similarities and differences between the genomic patterns of Angus subpopulations, born and raised in Canada (N = 382) and Brazil (N = 566). Furthermore, we systematically scanned for selection signatures based on the detection of autozygosity islands common between the two subpopulations, and signals of divergent selection, via FST and varLD tests. The principal component analysis revealed a sub-structure with a close connection between the two subpopulations. The averages of genomic relationships, inbreeding coefficients, and linkage disequilibrium at varying genomic distances were rather similar across them, suggesting non-accentuated differences in overall genomic diversity. Autozygosity islands revealed selection signatures common to both subpopulations at chromosomes 13 (63.77–65.25 Mb) and 14 (22.81–23.57 Mb), which are notably known regions affecting growth traits. Nevertheless, further autozygosity islands along with FST and varLD tests unravel particular sites with accentuated population subdivision at BTAs 7 and 18 overlapping with known QTL and candidate genes of reproductive performance, thermoregulation, and resistance to infectious diseases. Our findings indicate overall genomic similarity between Angus subpopulations, with noticeable signals of divergent selection in genomic regions associated with the adaptation in different environments.
AB - Highlighting genomic profiles for geographically distinct subpopulations of the same breed may provide insights into adaptation mechanisms to different environments, reveal genomic regions divergently selected, and offer initial guidance to joint genomic analysis. Here, we characterized similarities and differences between the genomic patterns of Angus subpopulations, born and raised in Canada (N = 382) and Brazil (N = 566). Furthermore, we systematically scanned for selection signatures based on the detection of autozygosity islands common between the two subpopulations, and signals of divergent selection, via FST and varLD tests. The principal component analysis revealed a sub-structure with a close connection between the two subpopulations. The averages of genomic relationships, inbreeding coefficients, and linkage disequilibrium at varying genomic distances were rather similar across them, suggesting non-accentuated differences in overall genomic diversity. Autozygosity islands revealed selection signatures common to both subpopulations at chromosomes 13 (63.77–65.25 Mb) and 14 (22.81–23.57 Mb), which are notably known regions affecting growth traits. Nevertheless, further autozygosity islands along with FST and varLD tests unravel particular sites with accentuated population subdivision at BTAs 7 and 18 overlapping with known QTL and candidate genes of reproductive performance, thermoregulation, and resistance to infectious diseases. Our findings indicate overall genomic similarity between Angus subpopulations, with noticeable signals of divergent selection in genomic regions associated with the adaptation in different environments.
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U2 - 10.1038/s41598-020-65565-1
DO - 10.1038/s41598-020-65565-1
M3 - Article
C2 - 32471998
AN - SCOPUS:85085677417
SN - 2045-2322
VL - 10
JO - Scientific reports
JF - Scientific reports
IS - 1
M1 - 8770
ER -