Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity
Abstract Background Many common and relevant diseases affecting equine welfare have yet to be tested regarding structural variants such as copy number variations (CNVs). CNVs make up a substantial proportion of total genetic variability in populations of many species, resulting in more sequence diff...
Main Authors: | , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2018-07-01
|
Series: | BMC Genetics |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12863-018-0657-0 |
id |
doaj-36466dbb2d89496d8a8ea1e6e258158f |
---|---|
record_format |
Article |
spelling |
doaj-36466dbb2d89496d8a8ea1e6e258158f2020-11-25T01:38:37ZengBMCBMC Genetics1471-21562018-07-0119111310.1186/s12863-018-0657-0Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivityAnouk Schurink0Vinicius H. da Silva1Brandon D. Velie2Bert W. Dibbits3Richard P. M. A. Crooijmans4Liesbeth Franҫois5Steven Janssens6Anneleen Stinckens7Sarah Blott8Nadine Buys9Gabriella Lindgren10Bart J. Ducro11Animal Breeding and Genomics, Wageningen University & Research, P.O. Box 338Animal Breeding and Genomics, Wageningen University & Research, P.O. Box 338Department of Animal Breeding and Genetics, Swedish University of Agricultural SciencesAnimal Breeding and Genomics, Wageningen University & Research, P.O. Box 338Animal Breeding and Genomics, Wageningen University & Research, P.O. Box 338KU Leuven, Department of Biosystems, Livestock GeneticsKU Leuven, Department of Biosystems, Livestock GeneticsKU Leuven, Department of Biosystems, Livestock GeneticsReproductive Biology, Faculty of Medicine and Health Sciences, The University of NottinghamKU Leuven, Department of Biosystems, Livestock GeneticsDepartment of Animal Breeding and Genetics, Swedish University of Agricultural SciencesAnimal Breeding and Genomics, Wageningen University & Research, P.O. Box 338Abstract Background Many common and relevant diseases affecting equine welfare have yet to be tested regarding structural variants such as copy number variations (CNVs). CNVs make up a substantial proportion of total genetic variability in populations of many species, resulting in more sequence differences between individuals than SNPs. Associations between CNVs and disease phenotypes have been established in several species, but equine CNV studies have been limited. Aim of this study was to identify CNVs and to perform a genome-wide association (GWA) study in Friesian horses to identify genomic loci associated with insect bite hypersensitivity (IBH), a common seasonal allergic dermatitis observed in many horse breeds worldwide. Results Genotypes were obtained using the Axiom® Equine Genotyping Array containing 670,796 SNPs. After quality control of genotypes, 15,041 CNVs and 5350 CNV regions (CNVRs) were identified in 222 Friesian horses. Coverage of the total genome by CNVRs was 11.2% with 49.2% of CNVRs containing genes. 58.0% of CNVRs were novel (i.e. so far only identified in Friesian horses). A SNP- and CNV-based GWA analysis was performed, where about half of the horses were affected by IBH. The SNP-based analysis showed a highly significant association between the MHC region on ECA20 and IBH in Friesian horses. Associations between the MHC region on ECA20 and IBH were also detected based on the CNV-based analysis. However, CNVs associated with IBH in Friesian horses were not often in close proximity to SNPs identified to be associated with IBH. Conclusions CNVs were identified in a large sample of the Friesian horse population, thereby contributing to our knowledge on CNVs in horses and facilitating our understanding of the equine genome and its phenotypic expression. A clear association was identified between the MHC region on ECA20 and IBH in Friesian horses based on both SNP- and CNV-based GWA studies. These results imply that MHC contributes to IBH sensitivity in Friesian horses. Although subsequent analyses are needed for verification, nucleotide differences, as well as more complex structural variations like CNVs, seem to contribute to IBH sensitivity. IBH should be considered as a common disease with a complex genomic architecture.http://link.springer.com/article/10.1186/s12863-018-0657-0Copy number variationsFriesian horseGenome-wide association studyInsect bite hypersensitivity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Anouk Schurink Vinicius H. da Silva Brandon D. Velie Bert W. Dibbits Richard P. M. A. Crooijmans Liesbeth Franҫois Steven Janssens Anneleen Stinckens Sarah Blott Nadine Buys Gabriella Lindgren Bart J. Ducro |
spellingShingle |
Anouk Schurink Vinicius H. da Silva Brandon D. Velie Bert W. Dibbits Richard P. M. A. Crooijmans Liesbeth Franҫois Steven Janssens Anneleen Stinckens Sarah Blott Nadine Buys Gabriella Lindgren Bart J. Ducro Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity BMC Genetics Copy number variations Friesian horse Genome-wide association study Insect bite hypersensitivity |
author_facet |
Anouk Schurink Vinicius H. da Silva Brandon D. Velie Bert W. Dibbits Richard P. M. A. Crooijmans Liesbeth Franҫois Steven Janssens Anneleen Stinckens Sarah Blott Nadine Buys Gabriella Lindgren Bart J. Ducro |
author_sort |
Anouk Schurink |
title |
Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity |
title_short |
Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity |
title_full |
Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity |
title_fullStr |
Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity |
title_full_unstemmed |
Copy number variations in Friesian horses and genetic risk factors for insect bite hypersensitivity |
title_sort |
copy number variations in friesian horses and genetic risk factors for insect bite hypersensitivity |
publisher |
BMC |
series |
BMC Genetics |
issn |
1471-2156 |
publishDate |
2018-07-01 |
description |
Abstract Background Many common and relevant diseases affecting equine welfare have yet to be tested regarding structural variants such as copy number variations (CNVs). CNVs make up a substantial proportion of total genetic variability in populations of many species, resulting in more sequence differences between individuals than SNPs. Associations between CNVs and disease phenotypes have been established in several species, but equine CNV studies have been limited. Aim of this study was to identify CNVs and to perform a genome-wide association (GWA) study in Friesian horses to identify genomic loci associated with insect bite hypersensitivity (IBH), a common seasonal allergic dermatitis observed in many horse breeds worldwide. Results Genotypes were obtained using the Axiom® Equine Genotyping Array containing 670,796 SNPs. After quality control of genotypes, 15,041 CNVs and 5350 CNV regions (CNVRs) were identified in 222 Friesian horses. Coverage of the total genome by CNVRs was 11.2% with 49.2% of CNVRs containing genes. 58.0% of CNVRs were novel (i.e. so far only identified in Friesian horses). A SNP- and CNV-based GWA analysis was performed, where about half of the horses were affected by IBH. The SNP-based analysis showed a highly significant association between the MHC region on ECA20 and IBH in Friesian horses. Associations between the MHC region on ECA20 and IBH were also detected based on the CNV-based analysis. However, CNVs associated with IBH in Friesian horses were not often in close proximity to SNPs identified to be associated with IBH. Conclusions CNVs were identified in a large sample of the Friesian horse population, thereby contributing to our knowledge on CNVs in horses and facilitating our understanding of the equine genome and its phenotypic expression. A clear association was identified between the MHC region on ECA20 and IBH in Friesian horses based on both SNP- and CNV-based GWA studies. These results imply that MHC contributes to IBH sensitivity in Friesian horses. Although subsequent analyses are needed for verification, nucleotide differences, as well as more complex structural variations like CNVs, seem to contribute to IBH sensitivity. IBH should be considered as a common disease with a complex genomic architecture. |
topic |
Copy number variations Friesian horse Genome-wide association study Insect bite hypersensitivity |
url |
http://link.springer.com/article/10.1186/s12863-018-0657-0 |
work_keys_str_mv |
AT anoukschurink copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT viniciushdasilva copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT brandondvelie copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT bertwdibbits copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT richardpmacrooijmans copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT liesbethfranҫois copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT stevenjanssens copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT anneleenstinckens copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT sarahblott copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT nadinebuys copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT gabriellalindgren copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity AT bartjducro copynumbervariationsinfriesianhorsesandgeneticriskfactorsforinsectbitehypersensitivity |
_version_ |
1725052745663119360 |