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Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection

BACKGROUND: High resistance (the ability of the host to reduce pathogen load) and tolerance (the ability to maintain high performance at a given pathogen load) are two desirable host traits for producing animals that are resilient to infections. For Porcine Reproductive and Respiratory Syndrome (PRR...

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Autores principales: Lough, Graham, Hess, Andrew, Hess, Melanie, Rashidi, Hamed, Matika, Oswald, Lunney, Joan K., Rowland, Raymond R. R., Kyriazakis, Ilias, Mulder, Han A., Dekkers, Jack C. M., Doeschl-Wilson, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201485/
https://www.ncbi.nlm.nih.gov/pubmed/30355341
http://dx.doi.org/10.1186/s12711-018-0420-z
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author Lough, Graham
Hess, Andrew
Hess, Melanie
Rashidi, Hamed
Matika, Oswald
Lunney, Joan K.
Rowland, Raymond R. R.
Kyriazakis, Ilias
Mulder, Han A.
Dekkers, Jack C. M.
Doeschl-Wilson, Andrea
author_facet Lough, Graham
Hess, Andrew
Hess, Melanie
Rashidi, Hamed
Matika, Oswald
Lunney, Joan K.
Rowland, Raymond R. R.
Kyriazakis, Ilias
Mulder, Han A.
Dekkers, Jack C. M.
Doeschl-Wilson, Andrea
author_sort Lough, Graham
collection PubMed
description BACKGROUND: High resistance (the ability of the host to reduce pathogen load) and tolerance (the ability to maintain high performance at a given pathogen load) are two desirable host traits for producing animals that are resilient to infections. For Porcine Reproductive and Respiratory Syndrome (PRRS), one of the most devastating swine diseases worldwide, studies have identified substantial genetic variation in resistance of pigs, but evidence for genetic variation in tolerance has so far been inconclusive. Resistance and tolerance are usually considered as static traits. In this study, we used longitudinal viremia measurements of PRRS virus infected pigs to define discrete stages of infection based on viremia profile characteristics. These were used to investigate host genetic effects on viral load (VL) and growth at different stages of infection, to quantify genetic variation in tolerance at these stages and throughout the entire 42-day observation period, and to assess whether the single nucleotide polymorphism (SNP) WUR10000125 (WUR) with known large effects on resistance confers significant differences in tolerance. RESULTS: Genetic correlations between resistance and growth changed considerably over time. Individuals that expressed high genetic resistance early in infection tended to grow slower during that time-period, but were more likely to experience lower VL and recovery in growth by the later stage. The WUR genotype was most strongly associated with VL at early- to mid-stages of infection, and with growth at mid- to late-stages of infection. Both, single-stage and repeated measurements random regression models identified significant genetic variation in tolerance. The WUR SNP was significantly associated only with the overall tolerance slope fitted through all stages of infection, with the genetically more resistant AB pigs for the WUR SNP being also more tolerant to PRRS. CONCLUSIONS: The results suggest that genetic selection for improved tolerance of pigs to PRRS is possible in principle, but may be feasible only with genomic selection, requiring intense recording schemes that involve repeated measurements to reliably estimate genetic effects. In the absence of such records, consideration of the WUR genotype in current selection schemes appears to be a promising strategy to improve simultaneously resistance and tolerance of growing pigs to PRRS. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12711-018-0420-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-62014852018-10-31 Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection Lough, Graham Hess, Andrew Hess, Melanie Rashidi, Hamed Matika, Oswald Lunney, Joan K. Rowland, Raymond R. R. Kyriazakis, Ilias Mulder, Han A. Dekkers, Jack C. M. Doeschl-Wilson, Andrea Genet Sel Evol Research Article BACKGROUND: High resistance (the ability of the host to reduce pathogen load) and tolerance (the ability to maintain high performance at a given pathogen load) are two desirable host traits for producing animals that are resilient to infections. For Porcine Reproductive and Respiratory Syndrome (PRRS), one of the most devastating swine diseases worldwide, studies have identified substantial genetic variation in resistance of pigs, but evidence for genetic variation in tolerance has so far been inconclusive. Resistance and tolerance are usually considered as static traits. In this study, we used longitudinal viremia measurements of PRRS virus infected pigs to define discrete stages of infection based on viremia profile characteristics. These were used to investigate host genetic effects on viral load (VL) and growth at different stages of infection, to quantify genetic variation in tolerance at these stages and throughout the entire 42-day observation period, and to assess whether the single nucleotide polymorphism (SNP) WUR10000125 (WUR) with known large effects on resistance confers significant differences in tolerance. RESULTS: Genetic correlations between resistance and growth changed considerably over time. Individuals that expressed high genetic resistance early in infection tended to grow slower during that time-period, but were more likely to experience lower VL and recovery in growth by the later stage. The WUR genotype was most strongly associated with VL at early- to mid-stages of infection, and with growth at mid- to late-stages of infection. Both, single-stage and repeated measurements random regression models identified significant genetic variation in tolerance. The WUR SNP was significantly associated only with the overall tolerance slope fitted through all stages of infection, with the genetically more resistant AB pigs for the WUR SNP being also more tolerant to PRRS. CONCLUSIONS: The results suggest that genetic selection for improved tolerance of pigs to PRRS is possible in principle, but may be feasible only with genomic selection, requiring intense recording schemes that involve repeated measurements to reliably estimate genetic effects. In the absence of such records, consideration of the WUR genotype in current selection schemes appears to be a promising strategy to improve simultaneously resistance and tolerance of growing pigs to PRRS. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12711-018-0420-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-10-24 /pmc/articles/PMC6201485/ /pubmed/30355341 http://dx.doi.org/10.1186/s12711-018-0420-z Text en © The Author(s) 2018 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
Lough, Graham
Hess, Andrew
Hess, Melanie
Rashidi, Hamed
Matika, Oswald
Lunney, Joan K.
Rowland, Raymond R. R.
Kyriazakis, Ilias
Mulder, Han A.
Dekkers, Jack C. M.
Doeschl-Wilson, Andrea
Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title_full Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title_fullStr Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title_full_unstemmed Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title_short Harnessing longitudinal information to identify genetic variation in tolerance of pigs to Porcine Reproductive and Respiratory Syndrome virus infection
title_sort harnessing longitudinal information to identify genetic variation in tolerance of pigs to porcine reproductive and respiratory syndrome virus infection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201485/
https://www.ncbi.nlm.nih.gov/pubmed/30355341
http://dx.doi.org/10.1186/s12711-018-0420-z
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