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Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate
BACKGROUND: The aim of this study was to estimate variance components and to identify genomic regions and pathways associated with resistance to gastrointestinal parasites, particularly Haemonchus contortus, in a breed of sheep adapted to tropical climate. Phenotypes evaluations were performed to ve...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5584554/ https://www.ncbi.nlm.nih.gov/pubmed/28878894 http://dx.doi.org/10.1186/s40104-017-0190-4 |
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author | Berton, Mariana Piatto de Oliveira Silva, Rafael Medeiros Peripolli, Elisa Stafuzza, Nedenia Bonvino Martin, Jesús Fernández Álvarez, Maria Saura Gavinã, Beatriz Villanueva Toro, Miguel Angel Banchero, Georgget Oliveira, Priscila Silva Eler, Joanir Pereira Baldi, Fernando Ferraz, José Bento Sterman |
author_facet | Berton, Mariana Piatto de Oliveira Silva, Rafael Medeiros Peripolli, Elisa Stafuzza, Nedenia Bonvino Martin, Jesús Fernández Álvarez, Maria Saura Gavinã, Beatriz Villanueva Toro, Miguel Angel Banchero, Georgget Oliveira, Priscila Silva Eler, Joanir Pereira Baldi, Fernando Ferraz, José Bento Sterman |
author_sort | Berton, Mariana Piatto |
collection | PubMed |
description | BACKGROUND: The aim of this study was to estimate variance components and to identify genomic regions and pathways associated with resistance to gastrointestinal parasites, particularly Haemonchus contortus, in a breed of sheep adapted to tropical climate. Phenotypes evaluations were performed to verify resistance to gastrointestinal parasites, and were divided into two categories: i) farm phenotypes, assessing body condition score (BCS), degree of anemia assessed by the famacha chart (FAM), fur score (FS) and feces consistency (FC); and ii) lab phenotypes, comprising blood analyses for hematocrit (HCT), white blood cell count (WBC), red blood cell count (RBC), hemoglobin (HGB), platelets (PLT) and transformed (log(10)) egg per gram of feces (EPG(log)). A total of 576 animals were genotyped with the Ovine SNP12k BeadChip (Illumina, Inc.), that contains 12,785 bialleleic SNP markers. The variance components were estimated using a single trait model by single step genomic BLUP procedure. RESULTS: The overall linkage disequilibrium (LD) mean between pairs of markers measured by r (2) was 0.23. The overall LD mean between markers considering windows up to 10 Mb was 0.07. The mean LD between adjacent SNPs across autosomes ranged from 0.02 to 0.10. Heritability estimates were low for EPG(log) (0.11), moderate for RBC (0.18), PLT (0.17) HCT (0.20), HGB (0.16) and WBC (0.22), and high for FAM (0.35). A total of 22, 21, 23, 20, 26, 25 and 23 windows for EPG(log) for FAM, WBC, RBC, PLT, HCT and HGB traits were identified, respectively. Among the associated windows, 10 were shown to be common to HCT and HGB traits on OAR1, OAR2, OAR3, OAR5, OAR8 and OAR15. CONCLUSION: The traits indicating gastrointestinal parasites resistance presented an adequate genetic variability to respond to selection in Santa Inês breed, and it is expected a higher genetic gain for FAM trait when compared to the others. The level of LD estimated for markers separated by less than 1 Mb indicated that the Ovine SNP12k BeadChip might be a suitable tool for identifying genomic regions associated with traits related to gastrointestinal parasite resistance. Several candidate genes related to immune system development and activation, inflammatory response, regulation of lymphocytes and leukocytes proliferation were found. These genes may help in the selection of animals with higher resistance to parasites. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40104-017-0190-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5584554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-55845542017-09-06 Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate Berton, Mariana Piatto de Oliveira Silva, Rafael Medeiros Peripolli, Elisa Stafuzza, Nedenia Bonvino Martin, Jesús Fernández Álvarez, Maria Saura Gavinã, Beatriz Villanueva Toro, Miguel Angel Banchero, Georgget Oliveira, Priscila Silva Eler, Joanir Pereira Baldi, Fernando Ferraz, José Bento Sterman J Anim Sci Biotechnol Research BACKGROUND: The aim of this study was to estimate variance components and to identify genomic regions and pathways associated with resistance to gastrointestinal parasites, particularly Haemonchus contortus, in a breed of sheep adapted to tropical climate. Phenotypes evaluations were performed to verify resistance to gastrointestinal parasites, and were divided into two categories: i) farm phenotypes, assessing body condition score (BCS), degree of anemia assessed by the famacha chart (FAM), fur score (FS) and feces consistency (FC); and ii) lab phenotypes, comprising blood analyses for hematocrit (HCT), white blood cell count (WBC), red blood cell count (RBC), hemoglobin (HGB), platelets (PLT) and transformed (log(10)) egg per gram of feces (EPG(log)). A total of 576 animals were genotyped with the Ovine SNP12k BeadChip (Illumina, Inc.), that contains 12,785 bialleleic SNP markers. The variance components were estimated using a single trait model by single step genomic BLUP procedure. RESULTS: The overall linkage disequilibrium (LD) mean between pairs of markers measured by r (2) was 0.23. The overall LD mean between markers considering windows up to 10 Mb was 0.07. The mean LD between adjacent SNPs across autosomes ranged from 0.02 to 0.10. Heritability estimates were low for EPG(log) (0.11), moderate for RBC (0.18), PLT (0.17) HCT (0.20), HGB (0.16) and WBC (0.22), and high for FAM (0.35). A total of 22, 21, 23, 20, 26, 25 and 23 windows for EPG(log) for FAM, WBC, RBC, PLT, HCT and HGB traits were identified, respectively. Among the associated windows, 10 were shown to be common to HCT and HGB traits on OAR1, OAR2, OAR3, OAR5, OAR8 and OAR15. CONCLUSION: The traits indicating gastrointestinal parasites resistance presented an adequate genetic variability to respond to selection in Santa Inês breed, and it is expected a higher genetic gain for FAM trait when compared to the others. The level of LD estimated for markers separated by less than 1 Mb indicated that the Ovine SNP12k BeadChip might be a suitable tool for identifying genomic regions associated with traits related to gastrointestinal parasite resistance. Several candidate genes related to immune system development and activation, inflammatory response, regulation of lymphocytes and leukocytes proliferation were found. These genes may help in the selection of animals with higher resistance to parasites. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40104-017-0190-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-09-04 /pmc/articles/PMC5584554/ /pubmed/28878894 http://dx.doi.org/10.1186/s40104-017-0190-4 Text en © The Author(s). 2017 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 Berton, Mariana Piatto de Oliveira Silva, Rafael Medeiros Peripolli, Elisa Stafuzza, Nedenia Bonvino Martin, Jesús Fernández Álvarez, Maria Saura Gavinã, Beatriz Villanueva Toro, Miguel Angel Banchero, Georgget Oliveira, Priscila Silva Eler, Joanir Pereira Baldi, Fernando Ferraz, José Bento Sterman Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title | Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title_full | Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title_fullStr | Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title_full_unstemmed | Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title_short | Genomic regions and pathways associated with gastrointestinal parasites resistance in Santa Inês breed adapted to tropical climate |
title_sort | genomic regions and pathways associated with gastrointestinal parasites resistance in santa inês breed adapted to tropical climate |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5584554/ https://www.ncbi.nlm.nih.gov/pubmed/28878894 http://dx.doi.org/10.1186/s40104-017-0190-4 |
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