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You X, Li G, Lei Y, Xu Z, Zhang P, Yang Y. Role of genetic factors in different swine breeds exhibiting varying levels of resistance/susceptibility to PRRSV. Virus Res 2023; 326:199057. [PMID: 36731630 DOI: 10.1016/j.virusres.2023.199057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/25/2023] [Accepted: 01/28/2023] [Indexed: 02/04/2023]
Abstract
Porcine reproductive and respiratory syndrome (PRRS), caused by the PRRS virus (PRRSV), is an economically significant contagious disease. Traditional approaches based on vaccines or medicines were challenging to control PRRSV due to the diversity of viruses. Different breeds of pigs infected with PRRSV have been reported to have different immune responses. However, due to the complexity of interaction mechanism between host and PRRSV, the genetic mechanism leading to PRRSV susceptibility/resistance in various pig breeds is still unclear. Herein, the role of host genetic components in PRRSV susceptibility is systematically described, and the molecular mechanisms by which host genetic factors such as SNPs, cytokines, receptor molecules, intestinal flora, and non-coding RNAs regulate PRRSV susceptibility/resistance. Therefore, improving the resistance to disease of individual animals through disease-resistance breeding technology is of profound significance for uplifting the sustainable and healthy development of the pig industry.
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Affiliation(s)
- Xiangbin You
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China
| | - Gan Li
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China
| | - Ying Lei
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China
| | - Zhiqian Xu
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China
| | - Ping Zhang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China
| | - Youbing Yang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang 471023, China; Luoyang Key Laboratory of Animal Genetics and Breeding, Luoyang 471023, China.
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Dauben CM, Pröll-Cornelissen MJ, Heuß EM, Appel AK, Henne H, Roth K, Schellander K, Tholen E, Große-Brinkhaus C. Genome-wide associations for immune traits in two maternal pig lines. BMC Genomics 2021; 22:717. [PMID: 34610786 PMCID: PMC8491387 DOI: 10.1186/s12864-021-07997-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Accepted: 09/09/2021] [Indexed: 11/13/2022] Open
Abstract
Background In recent years, animal welfare and health has become more and more important in pig breeding. So far, numerous parameters have been considered as important biomarkers, especially in the immune reaction and inflammation. Previous studies have shown moderate to high heritabilities in most of these traits. However, the genetic background of health and robustness of pigs needs to be extensively clarified. The objective of this study was to identify genomic regions with a biological relevance for the immunocompetence of piglets. Genome-wide Association Studies (GWAS) in 535 Landrace (LR) and 461 Large White (LW) piglets were performed, investigating 20 immune relevant traits. Besides the health indicators of the complete and differential blood count, eight different cytokines and haptoglobin were recorded in all piglets and their biological dams to capture mediating processes and acute phase reactions. Additionally, all animals were genotyped using the Illumina PorcineSNP60v2 BeadChip. Results In summary, GWAS detected 25 genome-wide and 452 chromosome-wide significant SNPs associated with 17 immune relevant traits in the two maternal pig lines LR and LW. Only small differences were observed considering the maternal immune records as covariate within the statistical model. Furthermore, the study identified across- and within-breed differences as well as relevant candidate genes. In LR more significant associations and related candidate genes were detected, compared with LW. The results detected in LR and LW are partly in accordance with previously identified quantitative trait loci (QTL) regions. In addition, promising novel genomic regions were identified which might be of interest for further detailed analysis. Especially putative pleiotropic regions on SSC5, SSC12, SSC15, SSC16 and SSC17 are of major interest with regard to the interacting structure of the immune system. The comparison with already identified QTL gives indications on interactions with traits affecting piglet survival and also production traits. Conclusion In conclusion, results suggest a polygenic and breed-specific background of immune relevant traits. The current study provides knowledge about regions with biological relevance for health and immune traits. Identified markers and putative pleiotropic regions provide first indications in the context of balancing a breeding-based modification of the porcine immune system. Supplementary Information The online version contains supplementary material available at (10.1186/s12864-021-07997-1).
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Affiliation(s)
- Christina M Dauben
- Institute of Animal Sciences, University of Bonn, Endenicher Allee 15, Bonn, 53115, Germany
| | | | - Esther M Heuß
- Institute of Animal Sciences, University of Bonn, Endenicher Allee 15, Bonn, 53115, Germany
| | - Anne K Appel
- BHZP GmbH, An der Wassermühle 8, Dahlenburg-Ellringen, 21368, Germany
| | - Hubert Henne
- BHZP GmbH, An der Wassermühle 8, Dahlenburg-Ellringen, 21368, Germany
| | - Katharina Roth
- Institute of Animal Sciences, University of Bonn, Endenicher Allee 15, Bonn, 53115, Germany
| | - Karl Schellander
- Institute of Animal Sciences, University of Bonn, Endenicher Allee 15, Bonn, 53115, Germany
| | - Ernst Tholen
- Institute of Animal Sciences, University of Bonn, Endenicher Allee 15, Bonn, 53115, Germany
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Structure and function of the porcine TAP protein and its inhibition by the viral immune evasion protein ICP47. Int J Biol Macromol 2021; 178:514-526. [PMID: 33662419 DOI: 10.1016/j.ijbiomac.2021.02.196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 02/22/2021] [Accepted: 02/25/2021] [Indexed: 11/22/2022]
Abstract
The binding mode to TAP (i.e., the peptide transporter associated with antigen processing) from a viral peptide thus far has been unknown in the field of antiviral immunity, but an interfering mode from a virus-encoded TAP inhibitor has been well documented with respect to blocking the TAP function. In the current study, we predicted the structure of the pig TAP transporter and its inhibition complex by the small viral protein ICP47 of the herpes simplex virus (HSV) encoded by the TAP inhibitor to exploit inhibition of the TAP transporter as the host's immune evasion strategy. We found that the hot spots (residues Leu5, Tyr22, and Leu51) on the ICP47 inhibitor interface tended to prevail over the favored Leu and Tyr, which contributed to significant functional binding at the C-termini recognition principle of the TAP. We further characterized the specificity determinants of the peptide transporter from the pig TAP by the ICP47 inhibitor effects and multidrug TmrAB transporter from the Thermus thermophillus and its immunity regarding its structural homolog of the pig TAP. The specialized structure-function relationship from the pig TAP exporter could provide insight into substrate specificity of the unique immunological properties from the host organism. The TAP disarming capacity from all five viral inhibitors (i.e., the five virus-encoded TAP inhibitors of ICP47, UL49.5, U6, BNLF2a, and CPXV012 proteins) was linked to the infiltration of the TAP functional structure in an unstable conformation and the mounting susceptibility caused by the host's TAP polymorphism. It is anticipated that the functional characterization of the pig TAP transporter based on the pig genomic variants will lead to additional insights into the genotype and single nucleotide polymorphism (SNP) in relation to antiviral resistance and disease susceptibility.
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Liu Y, Wu H, Wang Z, Wu J, Ying S, Huang M, Li Y. Integrated expression profiles of mRNA and miRNA in a gerbil model of fatty liver fibrosis treated with exenatide. Clin Res Hepatol Gastroenterol 2021; 45:101312. [PMID: 33592427 DOI: 10.1016/j.clinre.2019.07.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 06/27/2019] [Accepted: 07/12/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND The morbidity of nonalcoholic fatty liver disease (NAFLD) has increased consistently in recent years. Exenatide could reverse liver fibrosis and lower the occurrence of fatty liver. The aim of the study was to identify and characterize mRNA and miRNA expression to elucidate the mechanism of exenatide in the gerbil model. METHODS Gerbils were fed a high-fat diet for 8 weeks to induce a fibrosis model; then, the gerbil models were treated with exenatide for 4 weeks. The total RNA extracted from the liver tissue samples was used to prepare the library and sequence on a HiSeq 2000. Bioinformatic methods were employed to analyze the sequence data to identify the mRNAs and miRNAs and to acquire the miRNA-mRNA regulatory network. RESULTS By RNA-seq, 2344 differentially expressed genes (DEGs) and 72 miRNAs were found in the model group. Compared with the model group, 591 DEGs and 19 miRNAs were found in the quercetin group, whereas 876 DEGs and 18 miRNAs were found in the treatment group. The miRNA-mRNA regulatory network was constructed in a gerbil model. Immunohistochemistry and RNA sequencing confirmed that the therapeutic effect of exenatide may be derived from extrahepatic signal transduction. The key differential genes are CYP3A, CYP4A11, ACAA1, ACSM, PHX1, MAO, FMO, UGT, ACOX2, ABAT, PIK3C and PLCG1. The key miRNAs are miR-15a, miR-27b, miR-532-3P, miR-627, miR-3596, miR-142-3P, Let-7e-5p, miR-214-5, miR-101-3p, miR-378d. New miRNAs, such as novel_127, novel_143, novel_15, novel_204 are associated with liver fibrosis, while novel_127, novel_15, and novel_54 are associated with reverse treated with exenatide. CONCLUSIONS Our research represents the first description of mRNA/miRNA profiles in a gerbil model of fatty liver fibrosis treated with exenatide, which may provide insights into the pathogenesis or treatment of the metabolic syndrome.
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Affiliation(s)
- Yuehuan Liu
- Zhejiang Academy of Medical Sciences, Hangzhou, China
| | - Hongru Wu
- Department of Gastroenterology, The first Affiliated Hospital, College of Medicine, Zhejiang University, 79, Qignchun Road, Hangzhou 310003, China
| | - Zhiyuan Wang
- Zhejiang Academy of Medical Sciences, Hangzhou, China
| | - Jiusheng Wu
- College of animal sciences, Zhejiang university, Hangzhou, China
| | - Shibo Ying
- Zhejiang Academy of Medical Sciences, Hangzhou, China
| | - Minjie Huang
- College of animal sciences, Zhejiang university, Hangzhou, China
| | - Youming Li
- Department of Gastroenterology, The first Affiliated Hospital, College of Medicine, Zhejiang University, 79, Qignchun Road, Hangzhou 310003, China.
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Laplana M, Estany J, Fraile LJ, Pena RN. Resilience Effects of SGK1 and TAP1 DNA Markers during PRRSV Outbreaks in Reproductive Sows. Animals (Basel) 2020; 10:E902. [PMID: 32456052 PMCID: PMC7278433 DOI: 10.3390/ani10050902] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 05/14/2020] [Accepted: 05/19/2020] [Indexed: 12/13/2022] Open
Abstract
The porcine reproductive and respiratory syndrome virus (PRRSV) is a major infectious stressor that causes serious health problems and productivity drops. Based on previous genome-wide analyses, we selected SGK1 and TAP1 as candidate genes for resilience, and genotyped three mutations, including a 3'UTR variant SGK1_rs338508371 and two synonymous variants TAP1_rs1109026889 and TAP1_rs80928141 in 305 Landrace × Large White sows. All polymorphisms affected the reproductive performance in the outbreak, but not during the endemic phase, thereby indicating a potential use of these markers for resilience. Moreover, some genotypes were associated with a stable performance across PRRSV phases. Thus, in the outbreak, the SGK1_rs338508371 AA sows had less piglets born alive (p < 0.0001) and more stillborns (p < 0.05) while other sows were able to keep their productivity. During the outbreak, TAP1_rs80928141 GG sows had less piglets born alive (p < 0.05) and both TAP1 polymorphisms influenced the number of mummies in an additive manner (p < 0.05). Remarkably, TAP1_rs80928141 AA sows had around one mummy more than GG sows (p < 0.01). Resilience to PRRSV could be improved by including the SGK1 and TAP1 markers in crossbreeding and/or selection schemes, as they contribute to maintaining a stable number of piglets born alive and lost, particularly mummies, despite the outbreak.
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Affiliation(s)
| | | | | | - Ramona Natacha Pena
- Departament de Ciència Animal, Universitat de Lleida–AGROTECNIO Centre, 25198 Lleida, Spain; (M.L.); (J.E.); (L.J.F.)
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Phenotypic Characterization of Porcine IFNγ-Producing Lymphocytes in Porcine Reproductive and Respiratory Syndrome Virus Vaccinated and Challenged Pigs. Virol Sin 2018; 33:524-530. [PMID: 30560415 DOI: 10.1007/s12250-018-0073-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 11/07/2018] [Indexed: 12/30/2022] Open
Abstract
Porcine reproductive and respiratory syndrome (PRRS) continues to be one of the most important swine diseases worldwide. Interferon-γ (IFNγ)-mediated type I cell-mediated immune response plays an important role in protection from, and clearance of, PRRS virus (PRRSV). Several lymphocyte subsets including T-helper, CTLs, Th/memory cells, and γδ T lymphocytes were previously reported to produce IFNγ during PRRSV infection. However, the proportion and phenotypic characterization of these IFNγ-secreting lymphocytes have not been explored. In this study, IFNγ producted by different lymphocyte subsets was assessed by multi-color flow cytometry after vaccination with PRRSV modified live vaccine (PRRSV-MLV) and challenge with homogeneous or heterogeneous PRRSV. The results showed that T-helper cells were the major IFNγ-secreting cell population after PRRSV-MLV vaccination and PRRSV challenge. Additionally, the proportion of IFNγ producing Th/memory cells and γδ T cells increased after PRRSV challenge. This difference was accounted for an enhanced ability to produce IFNγ in Th/memory cells and an enlarged quantity of γδ T cells. The results presented here could contribute to our understanding of the roles of IFNγ in protective immunity against PRRSV infection and may be useful for assessment of cell-mediated immunity in vaccine tests.
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Dong W, Yin X, Sun L, Wang J, Sun S, Zhu G, Wu S, Bao W. Age-associated methylation change of TAP1 promoter in piglet. Gene 2015; 573:70-4. [PMID: 26169022 DOI: 10.1016/j.gene.2015.07.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 06/29/2015] [Accepted: 07/09/2015] [Indexed: 01/01/2023]
Abstract
Diarrhea and edematous disease are two major causes of mortality in postweaning piglets. These conditions lead to huge economic losses in the swine industry. Escherichia coli F18 is the primary causative agent of these two diseases. Transported associated with antigen processing (TAP) plays an important role in the immune response and the TAP1 gene could be an effective anti-E. coli F18 molecular marker in pigs. The aim of this study was to determine the correlation between TAP1 gene promoter CpG island methylation status and mRNA expression in piglets. In this study, bisulfite sequencing PCR (BSP) was used to detect the methylation status of the TAP1 gene promoter CpG islands and fluorescence quantitative PCR was used to detect TAP1 expression in the jejunum of Sutai piglets from birth to weaning age. The fragment of the TAP1 gene promoter region under investigation has no mutation, has 13 putative transcription factor binding sites containing 19 CpG sites, and may be important for regulation of gene expression. With increasing age, the overall methylation levels decreased, while the TAP1 expression levels increased, indicating a negative correlation between TAP1 expression and promoter methylation levels. Variance analysis showed significant differences in the methylation status of CpG_4, CpG_13 and CpG_15 among the different age groups (P<0.05). Our data indicate that TAP1 expression is increased by demethylation of promoter CpG islands, with CpG_4, CpG_13 and CpG_15 implicated as the critical regulatory sites.
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Affiliation(s)
- Wenhua Dong
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Xuemei Yin
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Li Sun
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Jing Wang
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Shouyong Sun
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Guoqiang Zhu
- College of Veterinary Medicine, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Shenglong Wu
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China
| | - Wenbin Bao
- Key Laboratory for Animal Genetics, Breeding, Reproduction and Molecular Design of Jiangsu Province, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, PR China.
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Zhu SP, Yin XM, Sun L, Sun SY, Bao WB, Wu SL. Differential expression of porcine TAP1 gene in the populations of pigs. RUSS J GENET+ 2015. [DOI: 10.1134/s1022795415010147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Genetic variations of TAP1 gene exon 3 affects gene expression and Escherichia coli F18 resistance in piglets. Int J Mol Sci 2014; 15:11161-71. [PMID: 24955792 PMCID: PMC4100205 DOI: 10.3390/ijms150611161] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2014] [Revised: 05/22/2014] [Accepted: 05/27/2014] [Indexed: 11/21/2022] Open
Abstract
Firstly, our research group identified Sutai pigs’ phenotypes that exhibited extreme resistance and susceptibility to the Escherichia coli F18 respectively, and then eight ETEC (Enterotoxigenic Escherichia coli) F18-resistant piglets and eight ETEC F18-sensitive piglets were selected. Then, the TAP1 (Transporter associated with antigen processing) mRNA relative expression levels were analyzed in 11 tissues of the resistant and susceptible phenotypes. Simultaneously, we detected the genetic variations in exon 3 of the TAP1 gene and evaluated the TAP1 mRNA expression levels among the different genotype pigs to study the effects of the genetic variation on gene expression, and the E. coli F18 resistance. The results revealed higher expression levels in the resistant genotypes than that in the susceptible genotypes in 11 tissues, with significant differences in the spleen, lymph node, lung, thymus, duodenum and jejunum. Furthermore, a G729A mutation was identified in the TAP1 gene exon 3, and this mutation deviates from Hardy-Weinberg equilibrium (p < 0.01). The TAP1 mRNA levels in GG genotype were significantly higher than that in the other two genotypes, with significant differences in the liver, lung, kidney, thymus, lymph node, duodenum and jejunum tissues. We speculated that high expression of the TAP1 gene might confer resistance against the E. coli F18, the G729A mutation had a significant effect on the mRNA expression, and individuals with the GG genotype possessed a stronger ability to resist the E. coli F18 infection.
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Serão NVL, Matika O, Kemp RA, Harding JCS, Bishop SC, Plastow GS, Dekkers JCM. Genetic analysis of reproductive traits and antibody response in a PRRS outbreak herd. J Anim Sci 2014; 92:2905-21. [PMID: 24879764 DOI: 10.2527/jas.2014-7821] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Porcine reproductive and respiratory syndrome (PRRS) is the most economically significant disease impacting pig production in North America, Europe, and Asia, causing reproductive losses such as increased rates of stillbirth and mummified piglets. The objective of this study was to explore the genetic basis of host response to the PRRS virus (PRRSV) in a commercial multiplier sow herd before and after a PRRS outbreak, using antibody response and reproductive traits. Reproductive data comprising number born alive (NBA), number alive at 24 h (NA24), number stillborn (NSB), number born mummified (NBM), proportion born dead (PBD), number born dead (NBD), number weaned (NW), and number of mortalities through weaning (MW) of 5,227 litters from 1,967 purebred Landrace sows were used along with a pedigree comprising 2,995 pigs. The PRRS outbreak date was estimated from rolling averages of farrowing traits and was used to split the data into a pre-PRRS phase and a PRRS phase. All 641 sows in the herd during the outbreak were blood sampled 46 d after the estimated outbreak date and were tested for anti-PRRSV IgG using ELISA (sample-to-positive [S/P] ratio). Genetic parameters of traits were estimated separately for the pre-PRRS and PRRS phase data sets. Sows were genotyped using the PorcineSNP60 BeadChip, and genome-wide association studies (GWAS) were performed using method Bayes B. Heritability estimates for reproductive traits ranged from 0.01 (NBM) to 0.12 (NSB) and from 0.01 (MW) to 0.12 (NBD) for the pre-PRRS and PRRS phases, respectively. S/P ratio had heritability (0.45) and strong genetic correlations with most traits, ranging from -0.72 (NBM) to 0.73 (NBA). In the pre-PRRS phase, regions associated with NSB and PBD explained 1.6% and 3% of the genetic variance, respectively. In the PRRS phase, regions associated with NBD, NSB, and S/P ratio explained 0.8%, 11%, and 50.6% of the genetic variance, respectively. For S/P ratio, 2 regions on SSC 7 (SSC7) separated by 100 Mb explained 40% of the genetic variation, including a region encompassing the major histocompatibility complex, which explained 25% of the genetic variance. These results indicate a significant genomic component associated with PRRSV antibody response and NSB in this data set. Also, the high heritability and genetic correlation estimates for S/P ratio during the PRRS phase suggest that S/P ratio could be used as an indicator of the impact of PRRS on reproductive traits.
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Affiliation(s)
- N V L Serão
- Department of Animal Science, Iowa State University, Ames 50011
| | - O Matika
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK
| | - R A Kemp
- Genesus, Oakville, MB R0H 0Y0, Canada
| | - J C S Harding
- Department of Large Animal Clinical Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A1, Canada
| | - S C Bishop
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK
| | - G S Plastow
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - J C M Dekkers
- Department of Animal Science, Iowa State University, Ames 50011
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