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                  <mods:namePart>Thomas, James E.</mods:namePart>
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               <mods:name>
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                  <mods:namePart>Taboada, Eduardo N.</mods:namePart>
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                  <mods:namePart>Kruczkiewicz, Peter</mods:namePart>
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                  <mods:dateIssued encoding="iso8601">2013</mods:dateIssued>
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               <mods:identifier type="uri">https://hdl.handle.net/10133/3391</mods:identifier>
               <mods:abstract>Although increased genome sequencing e orts have increased our understanding of genomic&#xd;
variability within many bacterial species, there has been limited application of this knowledge&#xd;
towards assessing current molecular typing methods and developing novel molecular typing&#xd;
methods. This thesis reports a novel in silico comparative genomic framework where the&#xd;
performance of typing methods is assessed on the basis of the discriminatory power of the&#xd;
method as well as the concordance of the method with a whole-genome phylogeny. Using&#xd;
this framework, we designed a comparative genomic  ngerprinting (CGF) assay for Listeria&#xd;
monocytogenes through optimized molecular marker selection. In silico validation and assessment&#xd;
of the CGF assay against two other molecular typing methods for L. monocytogenes (multilocus&#xd;
sequence typing (MLST) and multiple virulence locus sequence typing (MVLST)) revealed that&#xd;
the CGF assay had better performance than these typing methods. Hence, optimized molecular&#xd;
marker selection can be used to produce highly discriminatory assays with high concordance to&#xd;
whole-genome phylogenies. The framework described in this thesis can be used to assess current&#xd;
molecular typing methods against whole-genome phylogenies and design the next generation of&#xd;
high-performance molecular typing methods from whole-genome sequence data.</mods:abstract>
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               <mods:subject>
                  <mods:topic>Bacterial genomes -- Identification -- Computer simulation</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Bacteria -- Identification -- Computer simulation</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Gene mapping -- Computer simulation</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Listeria monocytogenes -- Identification -- Technique</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Dissertations, Academic</mods:topic>
               </mods:subject>
               <mods:titleInfo>
                  <mods:title>A comparative genomic framework for the in silico design and assessment of molecular typing methods using whole-genome sequence data with application to Listeria monocytogenes</mods:title>
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               <mods:genre>Thesis</mods:genre>
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