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Identifying Clusters of Orthologous Genes Undergoing Forward Selection in Staphylococcus aureus Using Omega Metrics

Keely, FitzGerald (2023) Identifying Clusters of Orthologous Genes Undergoing Forward Selection in Staphylococcus aureus Using Omega Metrics. Master's Thesis, University of Pittsburgh. (Unpublished)

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Image (PNG) (dN/dS agrC)
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Image (PNG) (dN/dS phoH)
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Image (PNG) (dN/dS phoU)
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Image (PNG) (List of COGs with 5 values 2 (black) or 3 (red) standard deviations above the mean. M, A , associated indices, number of sequences, and sequence length are included for comparison.)
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Image (PNG) (List of COGs with M values 2 (black) or 3 (red) standard deviations above the mean. 5, A, associated indices, number of sequences, and sequence length are included for comparison.)
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Image (PNG) (dN/dS glnA)
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Image (PNG) (Comparison of metrics. Each COG number represents a COG 2 or more standard deviations above the mean value. While 5 values and M values are correlated, some COGs make the cut-off for one metric but not the other. This indicates that while 5 values can)
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Image (PNG) (dN/dS pyk)
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Image (PNG) (dN/dS gltC)
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Image (PNG) (Flowchart of Selection Process)
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Image (PNG) (dN/dS adk)
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[img] Microsoft Excel (Supplemental Database 1)
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[img] Microsoft Excel (Supplemental Database 3)
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Abstract

In collaboration with the Wright lab and other members of the Richardson lab, I have identified core Staphylococcus aureus clusters of orthologous genes (COGs) undergoing forward selection. Unlike purifying selection, which demands sequence conservation to prevent fitness loss, COGs undergoing forward selection change more rapidly than expected at the protein level. These COGs may, therefore, confer an adaptive advantage to the evolving organism. Using genomegaMap, a tool created by Dr. Daniel Wilson, I have examined evolutionary rates both between and within COGs by estimating the ratios of nonsynonymous to synonymous mutation, also known as omega or dN/dS ratios. In so doing, I have identified COGs that may be important to understanding the increasing pathogenicity of S. aureus. Specifically, these COGs appear to be evidence of forward selection in metabolic pathways associated with phosphate, nitrogen, and ATP-generating metabolism.


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Details

Item Type: University of Pittsburgh ETD
Status: Unpublished
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Keely, FitzGeraldkeelyerin@icloud.comkef104
ETD Committee:
TitleMemberEmail AddressPitt UsernameORCID
Committee ChairCulyba, Matthewmatthew.culyba@pitt.edumjc186
Thesis AdvisorRichardson, Anthonyanthony.richardson@pitt.eduricharar
Committee MemberWright, Erikeswright@pitt.edueswright
Thesis Advisor,
Date: 14 December 2023
Defense Date: 12 December 2023
Approval Date: 16 September 2024
Submission Date: 14 December 2023
Access Restriction: No restriction; Release the ETD for access worldwide immediately.
Number of Pages: 40
Institution: University of Pittsburgh
Schools and Programs: School of Medicine > Medicine
Degree: MS - Master of Science
Thesis Type: Master's Thesis
Refereed: Yes
Uncontrolled Keywords: Clusters of Orthologous Genes, Forward Selection, Omega
Related URLs:
Date Deposited: 16 Sep 2024 18:55
Last Modified: 16 Sep 2024 18:55
URI: http://d-scholarship.pitt.edu/id/eprint/45680

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