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Functional regulatory elements influencing mastitis in Holstein dairy cows

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dc.contributor.advisor Canovas, Angela Asselstine, Victoria 2022-01-07T15:03:07Z 2022-01-07T15:03:07Z 2021-12 2021-12-20
dc.description.abstract Mastitis is a very challenging disease in the dairy industry that affects the animal’s health, as well as the producer’s profit and management. Although it has been studied in depth over the years, we have still yet to eliminate it due to the fact that there are numerous pathogens that can cause a mastitis infection, and they are extremely prevalent in the cow’s environment. For this reason, emphasis is being placed on identifying cows that are more able to prevent or recover from a mastitis infection based on their genetics. This thesis aims to identify key regulatory elements of the transcriptome including mRNA isoforms and long non - coding RNA (lncRNA) that are differentially expressed (DE) between healthy and mastitic udder samples using RNA-Sequencing. We identified 333 DE mRNA isoforms, 3 of which are candidate regulatory elements due to their involvement in immune response and cytokine secretion metabolic pathways. QTL annotation analysis identified the DE mRNA isoforms were overlapping with QTLs for clinical mastitis and somatic cell score. Analysis of the DE lncRNA identified 94 DE lncRNA. Among them, 5 lncRNA are significantly involved in inflammatory response and regulation of immune response pathways and are considered key candidate regulatory elements. The majority of QTL in the codification regions of the DE lncRNA were involved with milk production traits. Once these candidate regulatory elements were identified, whole genome sequencing (WGS) was performed to identify structural variations (SVs) within the coding regions of these functional regulatory elements to determine if there are differences within these mRNA isoforms and lncRNA candidates as well as previously identified target genes, that could impact the host’s immune response. In total, WGS analysis identified: 58 SVs (26-SNPs; 32-INDELs) in the DE candidate mRNA isoforms, 19 SVs (9-SNPs; 10-INDELs) in the DE candidate lncRNA and 29 SVs (18-SNPs; 11-INDELs) in the DE candidate genes. In summary, through identifying SNPs and INDELs within functional candidate regions of interest, this thesis research could benefit and positively impact the dairy industry through the implementation of breeding healthier animals, that are better able to adapt to or prevent the mastitis infection. en_US
dc.language.iso en en_US
dc.publisher University of Guelph en
dc.subject RNA - Sequencing en_US
dc.subject Holstein en_US
dc.subject Mastitis en_US
dc.subject Whole genome sequencing en_US
dc.subject Milk somatic cells en_US
dc.title Functional regulatory elements influencing mastitis in Holstein dairy cows en_US
dc.type Thesis en_US Animal and Poultry Science en_US Doctor of Philosophy en_US Department of Animal Biosciences en_US
dc.rights.license All items in the Atrium are protected by copyright with all rights reserved unless otherwise indicated. University of Guelph en

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