Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01

Optimal design of microarray probes has a direct impact on the reliability of microarray results. Since whole genome tiling arrays have vast potential in the biotechnology industry, it is desirable to design reliable tiling probes with good genome coverage. The objective of this project is to design...

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Main Author: Tan, Steffe Jie Ing.
Other Authors: Chang Wook, Matthew
Format: Final Year Project
Language:English
Published: 2009
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Online Access:http://hdl.handle.net/10356/16371
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-163712023-03-03T15:34:48Z Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01 Tan, Steffe Jie Ing. Chang Wook, Matthew School of Chemical and Biomedical Engineering Agilent Technologies DRNTU::Engineering::Chemical engineering::Biotechnology Optimal design of microarray probes has a direct impact on the reliability of microarray results. Since whole genome tiling arrays have vast potential in the biotechnology industry, it is desirable to design reliable tiling probes with good genome coverage. The objective of this project is to design whole-genome tiling microarrays for Staphylococcus aureus NCTC 8325 and Pseudomonas aeruginosa PA01. This report describes an approach to designing whole genome microarrays using the program eArray created by Agilent Technologies, including a discussion of the design process and criteria, as well as the creation and selection of probes. To obtain information about how to go about designing microarrays, literature review on microarray technology was conducted. From the literature review, much knowledge about the parameters that affected the quality of the microarray data was gained, as well knowledge of several generic approaches to designing microarrays. Gene expression probes and expression microarrays were created for both micro-organisms using Expression application in eArray to better understand the design process steps. Using the simple tiling application in the eArray program, 60-mer oligonucleotide probes were designed. Basic Local Alignment Search Tool (BLAST) application in another program ‘CLC Main Workbench 5.0’ was used to optimise the selection of probes. The results were analyzed to study the probes for homology and elimination of duplicate probes to prevent cross-hybridization and improve target specificity. BLAST analysis yielded a final total of 55,249 probes for P. aeruginosa PA01 and 23,188 probes for S. aureus NCTC 8325. These probes were then used to complete the design of whole genome tiling arrays for both micro-organisms in eArray for chromatin-immunoprecipitation and comparative genome hybridization applications. The probe design procedure described combines optimal thermodynamic properties with high target specificity. Future recommendations include tighter tiling to improve genome coverage, and refining probe selection criteria after experimental validation to improve the quality of probes and reliability of microarrays. This generic tiling microarray design procedure using eArray has the potential of improving genome coverage even in regions that are conserved in the bacteria genome. Bachelor of Engineering (Chemical and Biomolecular Engineering) 2009-05-25T08:46:43Z 2009-05-25T08:46:43Z 2009 2009 Final Year Project (FYP) http://hdl.handle.net/10356/16371 en Nanyang Technological University 89 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Chemical engineering::Biotechnology
spellingShingle DRNTU::Engineering::Chemical engineering::Biotechnology
Tan, Steffe Jie Ing.
Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
description Optimal design of microarray probes has a direct impact on the reliability of microarray results. Since whole genome tiling arrays have vast potential in the biotechnology industry, it is desirable to design reliable tiling probes with good genome coverage. The objective of this project is to design whole-genome tiling microarrays for Staphylococcus aureus NCTC 8325 and Pseudomonas aeruginosa PA01. This report describes an approach to designing whole genome microarrays using the program eArray created by Agilent Technologies, including a discussion of the design process and criteria, as well as the creation and selection of probes. To obtain information about how to go about designing microarrays, literature review on microarray technology was conducted. From the literature review, much knowledge about the parameters that affected the quality of the microarray data was gained, as well knowledge of several generic approaches to designing microarrays. Gene expression probes and expression microarrays were created for both micro-organisms using Expression application in eArray to better understand the design process steps. Using the simple tiling application in the eArray program, 60-mer oligonucleotide probes were designed. Basic Local Alignment Search Tool (BLAST) application in another program ‘CLC Main Workbench 5.0’ was used to optimise the selection of probes. The results were analyzed to study the probes for homology and elimination of duplicate probes to prevent cross-hybridization and improve target specificity. BLAST analysis yielded a final total of 55,249 probes for P. aeruginosa PA01 and 23,188 probes for S. aureus NCTC 8325. These probes were then used to complete the design of whole genome tiling arrays for both micro-organisms in eArray for chromatin-immunoprecipitation and comparative genome hybridization applications. The probe design procedure described combines optimal thermodynamic properties with high target specificity. Future recommendations include tighter tiling to improve genome coverage, and refining probe selection criteria after experimental validation to improve the quality of probes and reliability of microarrays. This generic tiling microarray design procedure using eArray has the potential of improving genome coverage even in regions that are conserved in the bacteria genome.
author2 Chang Wook, Matthew
author_facet Chang Wook, Matthew
Tan, Steffe Jie Ing.
format Final Year Project
author Tan, Steffe Jie Ing.
author_sort Tan, Steffe Jie Ing.
title Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
title_short Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
title_full Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
title_fullStr Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
title_full_unstemmed Design of whole-genome tiling microarrays for staphylococcus aureus NCTC 8325 and pseudomonas aeruginosa PA01
title_sort design of whole-genome tiling microarrays for staphylococcus aureus nctc 8325 and pseudomonas aeruginosa pa01
publishDate 2009
url http://hdl.handle.net/10356/16371
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