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Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers

BACKGROUND: Distichiasis is a condition characterized by aberrant hairs along the eyelid margins. The symptoms are usually mild but can lead to ulcerations and lesions of the cornea in severe cases. It is the most frequently noted ocular disorder in Norwegian Staffordshire bull terriers (SBT), with...

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Autores principales: Jørgensen, Dina, Ropstad, Ernst-Otto, Meuwissen, Theodorus, Lingaas, Frode
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10367371/
https://www.ncbi.nlm.nih.gov/pubmed/37488637
http://dx.doi.org/10.1186/s40575-023-00132-1
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author Jørgensen, Dina
Ropstad, Ernst-Otto
Meuwissen, Theodorus
Lingaas, Frode
author_facet Jørgensen, Dina
Ropstad, Ernst-Otto
Meuwissen, Theodorus
Lingaas, Frode
author_sort Jørgensen, Dina
collection PubMed
description BACKGROUND: Distichiasis is a condition characterized by aberrant hairs along the eyelid margins. The symptoms are usually mild but can lead to ulcerations and lesions of the cornea in severe cases. It is the most frequently noted ocular disorder in Norwegian Staffordshire bull terriers (SBT), with a prevalence above 18% in the adult population. A complex inheritance is assumed, but there is sparse knowledge about the genetic background of distichiasis in dogs. We have performed a genome-wide association study of distichiasis in SBT and used genomic data in an attempt to predict genomic values for the disorder. RESULTS: We identified four genetic regions on CFA1, CFA18, CFA32 and CFA34 using a mixed linear model association analysis and a Bayesian mixed model analysis. Genomic values were predicted using GBLUP and a Bayesian approach, BayesR. The genomic prediction showed that the 1/4 of dogs with predicted values most likely to acquire distichiasis had a 3.9 -4.0 times higher risk of developing distichiasis compared to the quarter (1/4) of dogs least likely to acquire the disease. There was no significant difference between the two methods used. CONCLUSION: Four genomic regions associated with distichiasis were discovered in the association analysis, suggesting that distichiasis in SBT is a complex trait involving numerous loci. The four associated regions need to be confirmed in an independent sample. We also used all 95 K SNPs for genomic prediction and showed that genomic prediction can be a helpful tool in selective breeding schemes at breed level aiming at reducing the prevalence of distichiasis in SBTs in the future, even if the predictive value of single dogs may be low. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40575-023-00132-1.
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spelling pubmed-103673712023-07-26 Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers Jørgensen, Dina Ropstad, Ernst-Otto Meuwissen, Theodorus Lingaas, Frode Canine Med Genet Research BACKGROUND: Distichiasis is a condition characterized by aberrant hairs along the eyelid margins. The symptoms are usually mild but can lead to ulcerations and lesions of the cornea in severe cases. It is the most frequently noted ocular disorder in Norwegian Staffordshire bull terriers (SBT), with a prevalence above 18% in the adult population. A complex inheritance is assumed, but there is sparse knowledge about the genetic background of distichiasis in dogs. We have performed a genome-wide association study of distichiasis in SBT and used genomic data in an attempt to predict genomic values for the disorder. RESULTS: We identified four genetic regions on CFA1, CFA18, CFA32 and CFA34 using a mixed linear model association analysis and a Bayesian mixed model analysis. Genomic values were predicted using GBLUP and a Bayesian approach, BayesR. The genomic prediction showed that the 1/4 of dogs with predicted values most likely to acquire distichiasis had a 3.9 -4.0 times higher risk of developing distichiasis compared to the quarter (1/4) of dogs least likely to acquire the disease. There was no significant difference between the two methods used. CONCLUSION: Four genomic regions associated with distichiasis were discovered in the association analysis, suggesting that distichiasis in SBT is a complex trait involving numerous loci. The four associated regions need to be confirmed in an independent sample. We also used all 95 K SNPs for genomic prediction and showed that genomic prediction can be a helpful tool in selective breeding schemes at breed level aiming at reducing the prevalence of distichiasis in SBTs in the future, even if the predictive value of single dogs may be low. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40575-023-00132-1. BioMed Central 2023-07-24 /pmc/articles/PMC10367371/ /pubmed/37488637 http://dx.doi.org/10.1186/s40575-023-00132-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Jørgensen, Dina
Ropstad, Ernst-Otto
Meuwissen, Theodorus
Lingaas, Frode
Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title_full Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title_fullStr Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title_full_unstemmed Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title_short Genomic analysis and prediction of genomic values for distichiasis in Staffordshire bull terriers
title_sort genomic analysis and prediction of genomic values for distichiasis in staffordshire bull terriers
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10367371/
https://www.ncbi.nlm.nih.gov/pubmed/37488637
http://dx.doi.org/10.1186/s40575-023-00132-1
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