Abstract:
The erosion of genetic diversity limits long-term genetic gain and impedes the
sustainability of livestock production. In the South African (SA) dairy industry, the
major commercial dairy breeds have been applying estimated breeding values
(EBVs) and/or have been participating in Multiple Across Country Evaluations
(MACE). The transition to genomic estimated breeding values (GEBVs) in
selection strategies requires monitoring of the genetic diversity and inbreeding
of current genotyped animals, especially considering the comparatively small
population sizes of global dairy breeds in SA. This study aimed to perform a
homozygosity-based evaluation of the SA Ayrshire (AYR), Holstein (HST), and
Jersey (JER) dairy cattle breeds. Three sources of information, namely 1) single
nucleotide polymorphism (SNP) genotypes (3,199 animals genotyped for 35,572
SNPs) 2) pedigree records (7,885 AYR; 28,391 HST; 18,755 JER), and 3) identified
runs of homozygosity (ROH) segments were used to quantify inbreeding related
parameters. The lowest pedigree completeness was for the HST population
reducing from a value of 0.990 to 0.186 for generation depths of one to six.
Across all breeds, 46.7% of the detected ROH were between 4 megabase pairs
(Mb) and 8 Mb in length. Two conserved homozygous haplotypes were identified
in more than 70% of the JER population on Bos taurus autosome (BTA) 7. The JER
breed displayed the highest level of inbreeding across all inbreeding coefficients.
The mean (± standard deviation) pedigree-based inbreeding coefficient (FPED)
ranged from 0.051 (±0.020) for AYR to 0.062 (±0.027) for JER, whereas SNPbased
inbreeding coefficients (FSNP) ranged from 0.020 (HST) to 0.190 (JER) and
ROH-based inbreeding coefficients, considering all ROH segment coverage
(FROH), ranged from 0.053 (AYR) to 0.085 (JER). Within-breed Spearman
correlations between pedigree-based and genome-based estimates ranged
from weak (AYR: 0.132 between FPED and FROH calculated for ROH <4Mb in
size) to moderate (HST: 0.584 between FPED and FSNP). Correlations strengthened
between FPED and FROH as the ROH length category was considered lengthened suggesting a dependency on breed-specific pedigree depth. The genomic
homozygosity-based parameters studied proved useful in investigating the
current inbreeding status of reference populations genotyped to implement
genomic selection in the three most prominent South African dairy cattle breeds.
Description:
DATA AVAILABILITY STATEMENT : The data analyzed in this study is subject to the following
licenses/restrictions: Genomic data was obtained from SA Stud
Book, a local service provider of genetic and genomic analyses in
South Africa. The data thus belongs to third parties (SA Stud Book
and Breed Societies). Requests to access these datasets should be
directed to the corresponding authors.