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Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)

BACKGROUND: Pacu (Piaractus mesopotamicus) is one of the most important Neotropical aquaculture species from South America. Disease outbreaks caused by Aeromonas hydrophila infection have been considered significant contributors to the declining levels of pacu production. The current implementation...

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Autores principales: Mastrochirico-Filho, Vito A., Borges, Carolina H. S., Freitas, Milena V., Ariede, Raquel B., Pilarski, Fabiana, Utsunomia, Ricardo, Carvalheiro, Roberto, Gutierrez, Alejandro P., Peñaloza, Carolina, Yáñez, José M., Houston, Ross D., Hashimoto, Diogo T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7526211/
https://www.ncbi.nlm.nih.gov/pubmed/32993504
http://dx.doi.org/10.1186/s12864-020-07090-z
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author Mastrochirico-Filho, Vito A.
Borges, Carolina H. S.
Freitas, Milena V.
Ariede, Raquel B.
Pilarski, Fabiana
Utsunomia, Ricardo
Carvalheiro, Roberto
Gutierrez, Alejandro P.
Peñaloza, Carolina
Yáñez, José M.
Houston, Ross D.
Hashimoto, Diogo T.
author_facet Mastrochirico-Filho, Vito A.
Borges, Carolina H. S.
Freitas, Milena V.
Ariede, Raquel B.
Pilarski, Fabiana
Utsunomia, Ricardo
Carvalheiro, Roberto
Gutierrez, Alejandro P.
Peñaloza, Carolina
Yáñez, José M.
Houston, Ross D.
Hashimoto, Diogo T.
author_sort Mastrochirico-Filho, Vito A.
collection PubMed
description BACKGROUND: Pacu (Piaractus mesopotamicus) is one of the most important Neotropical aquaculture species from South America. Disease outbreaks caused by Aeromonas hydrophila infection have been considered significant contributors to the declining levels of pacu production. The current implementation of genomic selection for disease resistance has been adopted as a powerful strategy for improvement in fish species. This study aimed to investigate the genetic architecture of resistance to A. hydrophila in pacu via Genome-Wide Association Study (GWAS), the identification of suggestive Quantitative Trait Loci (QTLs) and putative genes associated with this trait. The genetic data were obtained from 381 juvenile individuals belonging to 14 full-sibling families. An experimental challenge was performed to gain access to the levels of genetic variation for resistance against the bacteria using the following trait definitions: binary test survival (TS) and time of death (TD). RESULTS: The analyses of genetic parameters estimated moderate heritability (h(2)) for both resistance traits: 0.20 (± 0.09) for TS and 0.35 (± 0.15) for TD. A linkage map for pacu was developed to enable the GWAS, resulting in 27 linkage groups (LGs) with 17,453 mapped Single Nucleotide Polymorphisms (SNPs). The length of the LGs varied from 79.95 (LG14) to 137.01 (LG1) cM, with a total map length of 2755.60 cM. GWAS identified 22 putative QTLs associated to A. hydrophila resistance. They were distributed into 17 LGs, and were considered suggestive genomic regions explaining > 1% of the additive genetic variance (AGV) for the trait. Several candidate genes related to immune response were located close to the suggestive QTLs, such as tbk1, trim16, Il12rb2 and lyz2. CONCLUSION: This study describes the development of the first medium density linkage map for pacu, which will be used as a framework to study relevant traits to the production of this species. In addition, the resistance to A. hydrophila was found to be moderately heritable but with a polygenic architecture suggesting that genomic selection, instead of marker assisted selection, might be useful for efficiently improving resistance to one of the most problematic diseases that affects the South American aquaculture.
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spelling pubmed-75262112020-09-30 Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus) Mastrochirico-Filho, Vito A. Borges, Carolina H. S. Freitas, Milena V. Ariede, Raquel B. Pilarski, Fabiana Utsunomia, Ricardo Carvalheiro, Roberto Gutierrez, Alejandro P. Peñaloza, Carolina Yáñez, José M. Houston, Ross D. Hashimoto, Diogo T. BMC Genomics Research Article BACKGROUND: Pacu (Piaractus mesopotamicus) is one of the most important Neotropical aquaculture species from South America. Disease outbreaks caused by Aeromonas hydrophila infection have been considered significant contributors to the declining levels of pacu production. The current implementation of genomic selection for disease resistance has been adopted as a powerful strategy for improvement in fish species. This study aimed to investigate the genetic architecture of resistance to A. hydrophila in pacu via Genome-Wide Association Study (GWAS), the identification of suggestive Quantitative Trait Loci (QTLs) and putative genes associated with this trait. The genetic data were obtained from 381 juvenile individuals belonging to 14 full-sibling families. An experimental challenge was performed to gain access to the levels of genetic variation for resistance against the bacteria using the following trait definitions: binary test survival (TS) and time of death (TD). RESULTS: The analyses of genetic parameters estimated moderate heritability (h(2)) for both resistance traits: 0.20 (± 0.09) for TS and 0.35 (± 0.15) for TD. A linkage map for pacu was developed to enable the GWAS, resulting in 27 linkage groups (LGs) with 17,453 mapped Single Nucleotide Polymorphisms (SNPs). The length of the LGs varied from 79.95 (LG14) to 137.01 (LG1) cM, with a total map length of 2755.60 cM. GWAS identified 22 putative QTLs associated to A. hydrophila resistance. They were distributed into 17 LGs, and were considered suggestive genomic regions explaining > 1% of the additive genetic variance (AGV) for the trait. Several candidate genes related to immune response were located close to the suggestive QTLs, such as tbk1, trim16, Il12rb2 and lyz2. CONCLUSION: This study describes the development of the first medium density linkage map for pacu, which will be used as a framework to study relevant traits to the production of this species. In addition, the resistance to A. hydrophila was found to be moderately heritable but with a polygenic architecture suggesting that genomic selection, instead of marker assisted selection, might be useful for efficiently improving resistance to one of the most problematic diseases that affects the South American aquaculture. BioMed Central 2020-09-29 /pmc/articles/PMC7526211/ /pubmed/32993504 http://dx.doi.org/10.1186/s12864-020-07090-z Text en © The Author(s) 2020 Open AccessThis 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/. 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 in a credit line to the data.
spellingShingle Research Article
Mastrochirico-Filho, Vito A.
Borges, Carolina H. S.
Freitas, Milena V.
Ariede, Raquel B.
Pilarski, Fabiana
Utsunomia, Ricardo
Carvalheiro, Roberto
Gutierrez, Alejandro P.
Peñaloza, Carolina
Yáñez, José M.
Houston, Ross D.
Hashimoto, Diogo T.
Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title_full Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title_fullStr Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title_full_unstemmed Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title_short Development of a SNP linkage map and genome-wide association study for resistance to Aeromonas hydrophila in pacu (Piaractus mesopotamicus)
title_sort development of a snp linkage map and genome-wide association study for resistance to aeromonas hydrophila in pacu (piaractus mesopotamicus)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7526211/
https://www.ncbi.nlm.nih.gov/pubmed/32993504
http://dx.doi.org/10.1186/s12864-020-07090-z
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