Abstract
SummaryInbreeding depression is the reduction of performance caused by mating of close relatives. In livestock populations, inbreeding depression has been traditionally estimated by regression of phenotypes on pedigree inbreeding coefficients. This estimation can be improved by utilising genomic inbreeding coefficients. Here we estimate inbreeding depression for insect bite hypersensitivity (IBH) prevalence, the most common allergic horse disease worldwide, in Old Kladruber horse. In a deep pedigree with 3214 horses (187 genotyped), we used a generalised linear mixed model with IBH phenotype from 558 horses examined between 1996 and 2009 (1368 records). In addition to the classical pedigree information, we used the single‐step approach that enabled joint use of pedigree and genomic information to estimate inbreeding depression overall genome and equine leucocyte antigen (ELA) class II region. Significant inbreeding depression was observed in all models fitting overall inbreeding coefficients (odds ratio between 1.018 and 1.074, P < 0.05) with the exception of Kalinowski’s new inbreeding (P = 0.0516). The increase of ELA class II inbreeding was significantly associated with increased prevalence of IBH (odds ratio 1.018; P = 0.027). However, when fitted jointly with the overall inbreeding coefficient, the effect of ELA class II inbreeding was not significant (odds ratio 1.016; P = 0.062). Overall, the higher ELA class II and/or overall inbreeding (pedigree or genomic) was associated with increased prevalence of IBH in Old Kladruber horses. The single‐step approach provides an efficient use of all the available pedigree, genomic, and phenotype information for estimation of overall and regional inbreeding effects.
Highlights
The aim of this study was to estimate the effects of inbreeding on the prevalence of insect bite hypersensitivity (IBH) in the Old Kladruber horse by logistic linear mixed regression from data with a heterogeneous combination of pedigree, genomic, and phenotypic information
We modelled joint effects of the equine leucocyte antigen (ELA) class II regional inbreeding and overall inbreeding (FH with FnoELA-)
We think that in the Old Kladruber horse, both overall and ELA class II inbreeding are associated with increased prevalence of IBH
Summary
Inbreeding depression is the reduction of performance caused by mating of close relatives. In livestock populations, inbreeding depression has been traditionally estimated by regression of phenotypes on pedigree inbreeding coefficients. The higher ELA class II and/or overall inbreeding (pedigree or genomic) was associated with increased prevalence of IBH in Old Kladruber horses. Legarra et al (2020) showed how to estimate inbreeding coefficients by combining pedigree and genomic relationship matrices, which is commonly referred to as the single-step approach (Legarra et al 2009) This approach was used in the estimation of inbreeding depression for semen traits in the Basco-Bearnaise dairy sheep breed (Antonios et al 2021). The aim of this study was to estimate the effects of inbreeding on the prevalence of IBH in the Old Kladruber horse by logistic linear mixed regression from data with a heterogeneous combination of pedigree, genomic, and phenotypic information. With respect to the prevalent heterogeneous combination of pedigree, genomic, and phenotypic information in many livestock populations, the application of single-step approach is empowering
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