Cargando…
Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers
BACKGROUND: Coccidiosis is the most common and costly disease in the poultry industry and is caused by protozoans of the Eimeria genus. The current control of coccidiosis, based on the use of anticoccidial drugs and vaccination, faces serious obstacles such as drug resistance and the high costs for...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659166/ https://www.ncbi.nlm.nih.gov/pubmed/26607727 http://dx.doi.org/10.1186/s12711-015-0170-0 |
_version_ | 1782402582846636032 |
---|---|
author | Hamzić, Edin Buitenhuis, Bart Hérault, Frédéric Hawken, Rachel Abrahamsen, Mitchel S. Servin, Bertrand Elsen, Jean-Michel Pinard - van der Laan, Marie-Hélène Bed’Hom, Bertrand |
author_facet | Hamzić, Edin Buitenhuis, Bart Hérault, Frédéric Hawken, Rachel Abrahamsen, Mitchel S. Servin, Bertrand Elsen, Jean-Michel Pinard - van der Laan, Marie-Hélène Bed’Hom, Bertrand |
author_sort | Hamzić, Edin |
collection | PubMed |
description | BACKGROUND: Coccidiosis is the most common and costly disease in the poultry industry and is caused by protozoans of the Eimeria genus. The current control of coccidiosis, based on the use of anticoccidial drugs and vaccination, faces serious obstacles such as drug resistance and the high costs for the development of efficient vaccines, respectively. Therefore, the current control programs must be expanded with complementary approaches such as the use of genetics to improve the host response to Eimeria infections. Recently, we have performed a large-scale challenge study on Cobb500 broilers using E. maxima for which we investigated variability among animals in response to the challenge. As a follow-up to this challenge study, we performed a genome-wide association study (GWAS) to identify genomic regions underlying variability of the measured traits in the response to Eimeria maxima in broilers. Furthermore, we conducted a post-GWAS functional analysis to increase our biological understanding of the underlying response to Eimeria maxima challenge. RESULTS: In total, we identified 22 single nucleotide polymorphisms (SNPs) with q value <0.1 distributed across five chromosomes. The highly significant SNPs were associated with body weight gain (three SNPs on GGA5, one SNP on GGA1 and one SNP on GGA3), plasma coloration measured as optical density at wavelengths in the range 465–510 nm (10 SNPs and all on GGA10) and the percentage of β2-globulin in blood plasma (15 SNPs on GGA1 and one SNP on GGA2). Biological pathways related to metabolic processes, cell proliferation, and primary innate immune processes were among the most frequent significantly enriched biological pathways. Furthermore, the network-based analysis produced two networks of high confidence, with one centered on large tumor suppressor kinase 1 (LATS1) and 2 (LATS2) and the second involving the myosin heavy chain 6 (MYH6). CONCLUSIONS: We identified several strong candidate genes and genomic regions associated with traits measured in response to Eimeria maxima in broilers. Furthermore, the post-GWAS functional analysis indicates that biological pathways and networks involved in tissue proliferation and repair along with the primary innate immune response may play the most important role during the early stage of Eimeria maxima infection in broilers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0170-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4659166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46591662015-11-26 Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers Hamzić, Edin Buitenhuis, Bart Hérault, Frédéric Hawken, Rachel Abrahamsen, Mitchel S. Servin, Bertrand Elsen, Jean-Michel Pinard - van der Laan, Marie-Hélène Bed’Hom, Bertrand Genet Sel Evol Research Article BACKGROUND: Coccidiosis is the most common and costly disease in the poultry industry and is caused by protozoans of the Eimeria genus. The current control of coccidiosis, based on the use of anticoccidial drugs and vaccination, faces serious obstacles such as drug resistance and the high costs for the development of efficient vaccines, respectively. Therefore, the current control programs must be expanded with complementary approaches such as the use of genetics to improve the host response to Eimeria infections. Recently, we have performed a large-scale challenge study on Cobb500 broilers using E. maxima for which we investigated variability among animals in response to the challenge. As a follow-up to this challenge study, we performed a genome-wide association study (GWAS) to identify genomic regions underlying variability of the measured traits in the response to Eimeria maxima in broilers. Furthermore, we conducted a post-GWAS functional analysis to increase our biological understanding of the underlying response to Eimeria maxima challenge. RESULTS: In total, we identified 22 single nucleotide polymorphisms (SNPs) with q value <0.1 distributed across five chromosomes. The highly significant SNPs were associated with body weight gain (three SNPs on GGA5, one SNP on GGA1 and one SNP on GGA3), plasma coloration measured as optical density at wavelengths in the range 465–510 nm (10 SNPs and all on GGA10) and the percentage of β2-globulin in blood plasma (15 SNPs on GGA1 and one SNP on GGA2). Biological pathways related to metabolic processes, cell proliferation, and primary innate immune processes were among the most frequent significantly enriched biological pathways. Furthermore, the network-based analysis produced two networks of high confidence, with one centered on large tumor suppressor kinase 1 (LATS1) and 2 (LATS2) and the second involving the myosin heavy chain 6 (MYH6). CONCLUSIONS: We identified several strong candidate genes and genomic regions associated with traits measured in response to Eimeria maxima in broilers. Furthermore, the post-GWAS functional analysis indicates that biological pathways and networks involved in tissue proliferation and repair along with the primary innate immune response may play the most important role during the early stage of Eimeria maxima infection in broilers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0170-0) contains supplementary material, which is available to authorized users. BioMed Central 2015-11-25 /pmc/articles/PMC4659166/ /pubmed/26607727 http://dx.doi.org/10.1186/s12711-015-0170-0 Text en © Hamzić et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hamzić, Edin Buitenhuis, Bart Hérault, Frédéric Hawken, Rachel Abrahamsen, Mitchel S. Servin, Bertrand Elsen, Jean-Michel Pinard - van der Laan, Marie-Hélène Bed’Hom, Bertrand Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title | Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title_full | Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title_fullStr | Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title_full_unstemmed | Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title_short | Genome-wide association study and biological pathway analysis of the Eimeria maxima response in broilers |
title_sort | genome-wide association study and biological pathway analysis of the eimeria maxima response in broilers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659166/ https://www.ncbi.nlm.nih.gov/pubmed/26607727 http://dx.doi.org/10.1186/s12711-015-0170-0 |
work_keys_str_mv | AT hamzicedin genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT buitenhuisbart genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT heraultfrederic genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT hawkenrachel genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT abrahamsenmitchels genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT servinbertrand genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT elsenjeanmichel genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT pinardvanderlaanmariehelene genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers AT bedhombertrand genomewideassociationstudyandbiologicalpathwayanalysisoftheeimeriamaximaresponseinbroilers |