Cargando…
A genome-wide association study of immune response traits in Canadian Holstein cattle
BACKGROUND: Breeding for enhanced immune response (IR) has been suggested as a tool to improve inherent animal health. Dairy cows with superior antibody-mediated (AMIR) and cell-mediated immune responses (CMIR) have been demonstrated to have a lower occurrence of many diseases including mastitis. Ad...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4099479/ https://www.ncbi.nlm.nih.gov/pubmed/24996426 http://dx.doi.org/10.1186/1471-2164-15-559 |
_version_ | 1782326489766690816 |
---|---|
author | Thompson-Crispi, Kathleen A Sargolzaei, Mehdi Ventura, Ricardo Abo-Ismail, Mohammed Miglior, Filippo Schenkel, Flavio Mallard, Bonnie A |
author_facet | Thompson-Crispi, Kathleen A Sargolzaei, Mehdi Ventura, Ricardo Abo-Ismail, Mohammed Miglior, Filippo Schenkel, Flavio Mallard, Bonnie A |
author_sort | Thompson-Crispi, Kathleen A |
collection | PubMed |
description | BACKGROUND: Breeding for enhanced immune response (IR) has been suggested as a tool to improve inherent animal health. Dairy cows with superior antibody-mediated (AMIR) and cell-mediated immune responses (CMIR) have been demonstrated to have a lower occurrence of many diseases including mastitis. Adaptive immune response traits are heritable, and it is, therefore, possible to breed for improved IR, decreasing the occurrence of disease. The objective of this study was to perform genome-wide association studies to determine differences in genetic profiles among Holstein cows classified as High or Low for AMIR and CMIR. From a total of 680 cows with immune response phenotypes, 163 cows for AMIR (81 High and 82 Low) and 140 for CMIR (75 High and 65 Low) were selectively genotyped using the Illumina Bovine SNP50 BeadChip. Results were validated using an unrelated population of 164 Holstein bulls IR phenotyped for AMIR and 146 for CMIR. RESULTS: A generalized quasi likelihood score method was used to determine single nucleotide polymorphisms (SNP) and chromosomal regions associated with immune response. After applying a 5% chromosomal false discovery rate, 186 SNPs were significantly associated with AMIR. The majority (93%) of significant markers were on chromosome 23, with a similar peak found in the bull population. For CMIR, 21 SNP markers remained significant. Candidate genes within 250,000 base pairs of significant SNPs were identified to determine biological pathways associated with AMIR and CMIR. Various pathways were identified, including the antigen processing and presentation pathway, important in host defense. Candidate genes included those within the bovine Major Histocompatability Complex such as BoLA-DQ, BoLA-DR and the non-classical BoLA-NC1 for AMIR and BoLA-DQ for CMIR, the complement system including C2 and C4 for AMIR and C1q for CMIR, and cytokines including IL-17A, IL17F for AMIR and IL-17RA for CMIR and tumor necrosis factor for both AMIR and CMIR. Additional genes associated with CMIR included galectins 1, 2 and 3, BCL2 and β-defensin. CONCLUSIONS: The significant genetic variation associated with AMIR and CMIR in this study may imply feasibility to include immune response in genomic breeding indices as an approach to improve inherent animal health. |
format | Online Article Text |
id | pubmed-4099479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40994792014-07-18 A genome-wide association study of immune response traits in Canadian Holstein cattle Thompson-Crispi, Kathleen A Sargolzaei, Mehdi Ventura, Ricardo Abo-Ismail, Mohammed Miglior, Filippo Schenkel, Flavio Mallard, Bonnie A BMC Genomics Research Article BACKGROUND: Breeding for enhanced immune response (IR) has been suggested as a tool to improve inherent animal health. Dairy cows with superior antibody-mediated (AMIR) and cell-mediated immune responses (CMIR) have been demonstrated to have a lower occurrence of many diseases including mastitis. Adaptive immune response traits are heritable, and it is, therefore, possible to breed for improved IR, decreasing the occurrence of disease. The objective of this study was to perform genome-wide association studies to determine differences in genetic profiles among Holstein cows classified as High or Low for AMIR and CMIR. From a total of 680 cows with immune response phenotypes, 163 cows for AMIR (81 High and 82 Low) and 140 for CMIR (75 High and 65 Low) were selectively genotyped using the Illumina Bovine SNP50 BeadChip. Results were validated using an unrelated population of 164 Holstein bulls IR phenotyped for AMIR and 146 for CMIR. RESULTS: A generalized quasi likelihood score method was used to determine single nucleotide polymorphisms (SNP) and chromosomal regions associated with immune response. After applying a 5% chromosomal false discovery rate, 186 SNPs were significantly associated with AMIR. The majority (93%) of significant markers were on chromosome 23, with a similar peak found in the bull population. For CMIR, 21 SNP markers remained significant. Candidate genes within 250,000 base pairs of significant SNPs were identified to determine biological pathways associated with AMIR and CMIR. Various pathways were identified, including the antigen processing and presentation pathway, important in host defense. Candidate genes included those within the bovine Major Histocompatability Complex such as BoLA-DQ, BoLA-DR and the non-classical BoLA-NC1 for AMIR and BoLA-DQ for CMIR, the complement system including C2 and C4 for AMIR and C1q for CMIR, and cytokines including IL-17A, IL17F for AMIR and IL-17RA for CMIR and tumor necrosis factor for both AMIR and CMIR. Additional genes associated with CMIR included galectins 1, 2 and 3, BCL2 and β-defensin. CONCLUSIONS: The significant genetic variation associated with AMIR and CMIR in this study may imply feasibility to include immune response in genomic breeding indices as an approach to improve inherent animal health. BioMed Central 2014-07-04 /pmc/articles/PMC4099479/ /pubmed/24996426 http://dx.doi.org/10.1186/1471-2164-15-559 Text en © Thompson-Crispi et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Research Article Thompson-Crispi, Kathleen A Sargolzaei, Mehdi Ventura, Ricardo Abo-Ismail, Mohammed Miglior, Filippo Schenkel, Flavio Mallard, Bonnie A A genome-wide association study of immune response traits in Canadian Holstein cattle |
title | A genome-wide association study of immune response traits in Canadian Holstein cattle |
title_full | A genome-wide association study of immune response traits in Canadian Holstein cattle |
title_fullStr | A genome-wide association study of immune response traits in Canadian Holstein cattle |
title_full_unstemmed | A genome-wide association study of immune response traits in Canadian Holstein cattle |
title_short | A genome-wide association study of immune response traits in Canadian Holstein cattle |
title_sort | genome-wide association study of immune response traits in canadian holstein cattle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4099479/ https://www.ncbi.nlm.nih.gov/pubmed/24996426 http://dx.doi.org/10.1186/1471-2164-15-559 |
work_keys_str_mv | AT thompsoncrispikathleena agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT sargolzaeimehdi agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT venturaricardo agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT aboismailmohammed agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT migliorfilippo agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT schenkelflavio agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT mallardbonniea agenomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT thompsoncrispikathleena genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT sargolzaeimehdi genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT venturaricardo genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT aboismailmohammed genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT migliorfilippo genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT schenkelflavio genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle AT mallardbonniea genomewideassociationstudyofimmuneresponsetraitsincanadianholsteincattle |