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Full-Text Articles in Life Sciences

Statistical Approaches Of Gene Set Analysis With Quantitative Trait Loci For High-Throughput Genomic Studies., Samarendra Das Dec 2020

Statistical Approaches Of Gene Set Analysis With Quantitative Trait Loci For High-Throughput Genomic Studies., Samarendra Das

Electronic Theses and Dissertations

Recently, gene set analysis has become the first choice for gaining insights into the underlying complex biology of diseases through high-throughput genomic studies, such as Microarrays, bulk RNA-Sequencing, single cell RNA-Sequencing, etc. It also reduces the complexity of statistical analysis and enhances the explanatory power of the obtained results. Further, the statistical structure and steps common to these approaches have not yet been comprehensively discussed, which limits their utility. Hence, a comprehensive overview of the available gene set analysis approaches used for different high-throughput genomic studies is provided. The analysis of gene sets is usually carried out based on …


Comparative Secretomics And Functional Analysis Of Effectors Utilized By The Microbotryum Genus Of Anther-Smut Fungal Pathogens, And Their Role In Host-Specificity., William Christopher Beckerson Aug 2020

Comparative Secretomics And Functional Analysis Of Effectors Utilized By The Microbotryum Genus Of Anther-Smut Fungal Pathogens, And Their Role In Host-Specificity., William Christopher Beckerson

Electronic Theses and Dissertations

Understanding how pathogens evolve in response to changes in their host is paramount to combating the spread of emergent strains of disease. This is particularly true for plant pathogens that cause billions of dollars of damages to crops globally, every year. Understanding the molecular interactions between pathogens and their hosts therefore sheds light on the coevolutionary arms race that can result in host-specificity and host-shifts in plant pathogens. This research approaches the question of how fungal pathogens interact with their plant hosts utilizing both unique and shared arsenals of secreted proteins (SPs) during infection, and addresses the question of whether …