7 results on '"John C S, Harding"'
Search Results
2. Investigating the genetic architecture of disease resilience in pigs by genome-wide association studies of complete blood count traits collected from a natural disease challenge model
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Xuechun Bai, Tianfu Yang, Austin M. Putz, Zhiquan Wang, Changxi Li, Frédéric Fortin, John C. S. Harding, Michael K. Dyck, PigGen Canada, Jack C. M. Dekkers, Catherine J. Field, and Graham S. Plastow
- Subjects
Genome-wide association studies ,Disease resilience ,Complete blood count ,Pigs ,Natural disease challenge model ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Genetic improvement for disease resilience is anticipated to be a practical method to improve efficiency and profitability of the pig industry, as resilient pigs maintain a relatively undepressed level of performance in the face of infection. However, multiple biological functions are known to be involved in disease resilience and this complexity means that the genetic architecture of disease resilience remains largely unknown. Here, we conducted genome-wide association studies (GWAS) of 465,910 autosomal SNPs for complete blood count (CBC) traits that are important in an animal’s disease response. The aim was to identify the genetic control of disease resilience. Results Univariate and multivariate single-step GWAS were performed on 15 CBC traits measured from the blood samples of 2743 crossbred (Landrace × Yorkshire) barrows drawn at 2-weeks before, and at 2 and 6-weeks after exposure to a polymicrobial infectious challenge. Overall, at a genome-wise false discovery rate of 0.05, five genomic regions located on Sus scrofa chromosome (SSC) 2, SSC4, SSC9, SSC10, and SSC12, were significantly associated with white blood cell traits in response to the polymicrobial challenge, and nine genomic regions on multiple chromosomes (SSC1, SSC4, SSC5, SSC6, SSC8, SSC9, SSC11, SSC12, SSC17) were significantly associated with red blood cell and platelet traits collected before and after exposure to the challenge. By functional enrichment analyses using Ingenuity Pathway Analysis (IPA) and literature review of previous CBC studies, candidate genes located nearby significant single-nucleotide polymorphisms were found to be involved in immune response, hematopoiesis, red blood cell morphology, and platelet aggregation. Conclusions This study helps to improve our understanding of the genetic basis of CBC traits collected before and after exposure to a polymicrobial infectious challenge and provides a step forward to improve disease resilience.
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- 2021
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3. Differential responses in placenta and fetal thymus at 12 days post infection elucidate mechanisms of viral level and fetal compromise following PRRSV2 infection
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Angelica Van Goor, Alex Pasternak, Kristen Walker, Linjun Hong, Carolina Malgarin, Daniel J. MacPhee, John C. S. Harding, and Joan K. Lunney
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Porcine reproductive and respiratory syndrome ,Gene expression ,Fetal pig ,Immunity ,Placenta ,Thymus ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background A pregnant gilt infected with porcine reproductive and respiratory syndrome virus (PRRSV) can transmit the virus to her fetuses across the maternal-fetal-interface resulting in varying disease outcomes. However, the mechanisms leading to variation in fetal outcome in response to PRRSV infection are not fully understood. Our objective was to assess targeted immune-related gene expression patterns and pathways in the placenta and fetal thymus to elucidate the molecular mechanisms involved in the resistance/tolerance and susceptibility of fetuses to PRRSV2 infection. Fetuses were grouped by preservation status and PRRS viral load (VL): mock infected control (CTRL), no virus detected (UNINF), virus detected in the placenta only with viable (PLCO-VIA) or meconium-stained fetus (PLCO-MEC), low VL with viable (LVL-VIA) or meconium-stained fetus (LVL-MEC), and high VL with viable (HVL-VIA) or meconium-stained fetus (HVL-MEC). Results The host immune response was initiated only in fetuses with detectable levels of PRRSV. No differentially expressed genes (DEG) in either the placenta or thymus were identified in UNINF, PLCO-VIA, and PLCO-MEC when compared to CTRL fetuses. Upon fetal infection, a set of core responsive IFN-inducible genes (CXCL10, IFIH1, IFIT1, IFIT3, ISG15, and MX1) were strongly upregulated in both tissues. Gene expression in the thymus is a better differentiator of fetal VL; the strong downregulation of several innate and adaptive immune pathways (e.g., B Cell Development) are indicative of HVL. Gene expression in the placenta may be a better differentiator of fetal demise than the thymus, based-on principle component analysis clustering, gene expression patterns, and dysregulation of the Apoptosis and Ubiquitination pathways. Conclusion Our data supports the concept that fetal outcome in response to PRRSV2 infection is determined by fetal, and more significantly placental response, which is initiated only after fetal infection. This conceptual model represents a significant step forward in understanding the mechanisms underpinning fetal susceptibility to the virus.
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- 2020
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4. The genetic basis of natural antibody titers of young healthy pigs and relationships with disease resilience
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Yulu Chen, Laura E. Tibbs Cortes, Carolyn Ashley, Austin M. Putz, Kyu-Sang Lim, Michael K. Dyck, Frederic Fortin, Graham S. Plastow, Jack C. M. Dekkers, John C. S. Harding, and PigGen Canada
- Subjects
Disease resilience ,Natural antibody ,Genetic parameter ,Polymicrobial disease challenge ,GWAS ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Disease resilience is the ability to maintain performance under pathogen exposure but is difficult to select for because breeding populations are raised under high health. Selection for resilience requires a trait that is heritable, easy to measure on healthy animals, and genetically correlated with resilience. Natural antibodies (NAb) are important parts of the innate immune system and are found to be heritable and associated with disease susceptibility in dairy cattle and poultry. Our objective was to investigate NAb and total IgG in blood of healthy, young pigs as potential indicator traits for disease resilience. Results Data were from Yorkshire x Landrace pigs, with IgG and IgM NAb (four antigens) and total IgG measured by ELISA in blood plasma collected ~ 1 week after weaning, prior to their exposure to a natural polymicrobial challenge. Heritability estimates were lower for IgG NAb (0.12 to 0.24, + 0.05) and for total IgG (0.19 + 0.05) than for IgM NAb (0.33 to 0.53, + 0.07) but maternal effects were larger for IgG NAb (0.41 to 0.52, + 0.03) and for total IgG (0.19 + 0.05) than for IgM NAb (0.00 to 0.10, + 0.04). Phenotypically, IgM NAb titers were moderately correlated with each other (average 0.60), as were IgG NAb titers (average 0.42), but correlations between IgM and IgG NAb titers were weak (average 0.09). Phenotypic correlations of total IgG were moderate with NAb IgG (average 0.46) but weak with NAb IgM (average 0.01). Estimates of genetic correlations among NAb showed similar patterns but with small SE, with estimates averaging 0.76 among IgG NAb, 0.63 among IgM NAb, 0.17 between IgG and IgM NAb, 0.64 between total IgG and IgG NAb, and 0.13 between total IgG and IgM NAb. Phenotypically, pigs that survived had slightly higher levels of NAb and total IgG than pigs that died. Genetically, higher levels of NAb tended to be associated with greater disease resilience based on lower mortality and fewer parenteral antibiotic treatments. Genome-wide association analyses for NAb titers identified several genomic regions, with several candidate genes for immune response. Conclusions Levels of NAb in blood of healthy young piglets are heritable and potential genetic indicators of resilience to polymicrobial disease.
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- 2020
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5. Quantitative analysis of the blood transcriptome of young healthy pigs and its relationship with subsequent disease resilience
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Qian Dong, Kyu-Sang Lim, John C. S. Harding, Austin M. Putz, Graham Plastow, Frederic Fortin, Pig Gen Canada, Jack C. M. Dekkers, Christopher K. Tuggle, Xuechun Bai, Michael K. Dyck, Jian Cheng, and Hamid Beiki
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Disease resilience ,Swine ,Physiology ,Disease ,QH426-470 ,Biology ,Virus ,Transcriptome ,Immune system ,Gene expression ,Genetics ,Animals ,Transcriptomics ,Gene ,Disease challenge ,Stressor ,Immunity ,Blood ,Gene Ontology ,Phenotype ,Pigs ,DNA microarray ,TP248.13-248.65 ,Biotechnology ,Research Article - Abstract
BackgroundDisease resilience, which is the ability of an animal to maintain performance under disease, is important for pigs in commercial herds, where they are exposed to various pathogens. Our objective was to investigate population-level gene expression profiles in the blood of 912 healthy F1 barrows at ~ 27 days of age for associations with performance and health before and after their exposure to a natural polymicrobial disease challenge at ~ 43 days of age.ResultsMost significant (q ConclusionsGene expression profiles in blood from young healthy piglets provide insight into their performance when exposed to disease and other stressors. The expression of genes involved in stress response, heme metabolism, and baseline expression of host genes related to virus propagation were found to be associated with host response to disease.
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- 2021
6. Investigating the genetic architecture of disease resilience in pigs by genome-wide association studies of complete blood count traits collected from a natural disease challenge model
- Author
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Zhiquan Wang, Frederic Fortin, Tianfu Yang, Austin M. Putz, Graham Plastow, Catherine J. Field, Michael K. Dyck, Jack C. M. Dekkers, Changxi Li, Xuechun Bai, and John C. S. Harding
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0301 basic medicine ,Candidate gene ,Disease resilience ,Disease Response ,Swine ,Sus scrofa ,Genome-wide association study ,Single-nucleotide polymorphism ,Disease ,QH426-470 ,Biology ,Genome-wide association studies ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,medicine ,Animals ,Natural disease challenge model ,Genetic association ,Genome ,medicine.diagnostic_test ,Complete blood count ,Genetic architecture ,Blood Cell Count ,Phenotype ,030104 developmental biology ,030220 oncology & carcinogenesis ,Pigs ,TP248.13-248.65 ,Research Article ,Genome-Wide Association Study ,Biotechnology - Abstract
BackgroundGenetic improvement for disease resilience is anticipated to be a practical method to improve efficiency and profitability of the pig industry, as resilient pigs maintain a relatively undepressed level of performance in the face of infection. However, multiple biological functions are known to be involved in disease resilience and this complexity means that the genetic architecture of disease resilience remains largely unknown. Here, we conducted genome-wide association studies (GWAS) of 465,910 autosomal SNPs for complete blood count (CBC) traits that are important in an animal’s disease response. The aim was to identify the genetic control of disease resilience.ResultsUnivariate and multivariate single-step GWAS were performed on 15 CBC traits measured from the blood samples of 2743 crossbred (Landrace × Yorkshire) barrows drawn at 2-weeks before, and at 2 and 6-weeks after exposure to a polymicrobial infectious challenge. Overall, at a genome-wise false discovery rate of 0.05, five genomic regions located onSus scrofachromosome (SSC) 2, SSC4, SSC9, SSC10, and SSC12, were significantly associated with white blood cell traits in response to the polymicrobial challenge, and nine genomic regions on multiple chromosomes (SSC1, SSC4, SSC5, SSC6, SSC8, SSC9, SSC11, SSC12, SSC17) were significantly associated with red blood cell and platelet traits collected before and after exposure to the challenge. By functional enrichment analyses using Ingenuity Pathway Analysis (IPA) and literature review of previous CBC studies, candidate genes located nearby significant single-nucleotide polymorphisms were found to be involved in immune response, hematopoiesis, red blood cell morphology, and platelet aggregation.ConclusionsThis study helps to improve our understanding of the genetic basis of CBC traits collected before and after exposure to a polymicrobial infectious challenge and provides a step forward to improve disease resilience.
- Published
- 2021
- Full Text
- View/download PDF
7. Genome-wide analysis of the transcriptional response to porcine reproductive and respiratory syndrome virus infection at the maternal/fetal interface and in the fetus
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John C. S. Harding, Hua Bao, Linjun Hong, Graham Plastow, Paul Stothard, Joan K. Lunney, Jamie M. Wilkinson, and Andrea Ladinig
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0301 basic medicine ,Swine ,Placenta ,RNA-sequencing ,Porcine Reproductive and Respiratory Syndrome ,Gene ,03 medical and health sciences ,Endometrium ,Immune system ,Fetus ,Pregnancy ,medicine ,Genetics ,Animals ,Cluster Analysis ,Porcine respiratory and reproductive syndrome virus ,Regulation of gene expression ,Pig ,Innate immune system ,biology ,Gene Expression Profiling ,Reproducibility of Results ,Viral Load ,Porcine reproductive and respiratory syndrome virus ,biology.organism_classification ,Virology ,Gene expression profiling ,030104 developmental biology ,medicine.anatomical_structure ,Real-time polymerase chain reaction ,Gene Expression Regulation ,Organ Specificity ,Immunology ,PRRSV ,Host-Pathogen Interactions ,Female ,Transcriptome ,Research Article ,Genome-Wide Association Study ,Signal Transduction ,Biotechnology - Abstract
Background Porcine Reproductive and Respiratory Syndrome Virus (PRRSV) infection of pregnant pigs can result in congenital infection and ultimately fetal death. Little is known about immune responses to infection at the maternal-fetal interface and in the fetus itself, or the molecular events behind virus transmission and disease progression in the fetus. To investigate these processes, RNA-sequencing of two sites, uterine endothelium with adherent placental tissue and fetal thymus, was performed 21 days post-challenge on four groups of fetuses selected from a large PRRSV challenge experiment of pregnant gilts: control (CON), uninfected (UNINF), infected (INF), and meconium-stained (MEC) (n = 12/group). Transcriptional analyses consisted of multiple contrasts between groups using two approaches: differential gene expression analysis and weighted gene co-expression network analysis (WGCNA). Biological functions, pathways, and regulators enriched for differentially expressed genes or module members were identified through functional annotation analyses. Expression data were validated by reverse transcription quantitative polymerase chain reaction (RTqPCR) carried out for 16 genes of interest. Results The immune response to infection in endometrium was mainly adaptive in nature, with the most upregulated genes functioning in either humoral or cell-mediated immunity. In contrast, the expression profile of infected fetal thymus revealed a predominantly innate immune response to infection, featuring the upregulation of genes regulated by type I interferon and pro-inflammatory cytokines. Fetal infection was associated with an increase in viral load coupled with a reduction in T cell signaling in the endometrium that could be due to PRRSV-controlled apoptosis of uninfected bystander cells. There was also evidence for a reduction in TWIST1 activity, a transcription factor involved in placental implantation and maturation, which could facilitate virus transmission or fetal pathology through dysregulation of placental function. Finally, results suggested that events within the fetus could also drive fetal pathology. Thymus samples of meconium-stained fetuses exhibited an increase in the expression of pro-inflammatory cytokine and granulocyte genes previously implicated in swine infectious disease pathology. Conclusions This study identified major differences in the response to PRRSV infection in the uterine endometrium and fetus at the gene expression level, and provides insight into the molecular basis of virus transmission and disease progression. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2720-4) contains supplementary material, which is available to authorized users.
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