Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/80568
DC FieldValueLanguage
dc.contributor.advisorSiu, Gilman (HTI)en_US
dc.contributor.authorRajwani, Rahimen_US
dc.date.accessioned2019-04-09T04:11:44Z-
dc.date.available2019-04-09T04:11:44Z-
dc.date.issued2019-
dc.identifier.urihttp://hdl.handle.net/10397/80568-
dc.description437 pages : color illustrationsen_US
dc.descriptionPolyU Library Call No.: [THS] LG51 .H577P HTI 2019 Rajwanien_US
dc.description.abstractMycobacterium tuberculosis, the etiological agent of human tuberculosis (TB), results in the highest number of deaths among all known pathogens. While it is considered as a respiratory pathogen and primarily infects the lung, certain M. tuberculosis strains are able to cause disseminated disease and preferably invade the central nervous system, leading to tuberculosis meningitis (TBM). Although it is known that the clinical strains of M. tuberculosis could differ by 400-4,000 single-nucleotide polymorphisms (SNPs), it remains to be determined how these genetic differences lead to striking differences in their pathogenicity. The inadequate understanding of the genetic mechanisms of virulence is one of the major roadblocks towards the development of anti-TB products (e.g. vaccines, diagnostic reagents and antibacterial agents) and control of the global TB epidemic. The current work aims to identify the genetic determinants of enhanced virulence in M. tuberculosis isolated from TBM through comparative genomic and transcriptomic analyses. To facilitate large-scale genomic comparison with all published M.tuberculosis genomes (n=4,331), we developed two bioinformatics tools in this study, namely Search­in-MTB-genomes, a tool to search for SNPs of interest in all available M. tuberculosis genomes, and MIRU-profiler, a rapid tool to determine 24-loci MIRU-VNTR profile from the M. tuberculosis genomes. M. tuberculosis strain H112 was originally isolated from the cerebrospinal fluid of a tuberculous meningitis patient. In a previous study, the H112 strain demonstrated an enhanced intracellular growth and reduced induction of tumor-necrosis-factor alpha, relative to 123 other clinical strains and the reference virulent strain M. tuberculosis H37Rv. Therefore, it was defined as hypervirulent strains. In the current study, the complete genome sequences were determined for M. tuberculosis H112 and a less-virulent strain from the same phylogenetic lineage H54. Comparative genomics analysis between H112 and H54 revealed that there were 140 mutations specific to the H112 strain. The presence of H112-specific mutations in previously genome sequenced strains was analyzed using the self-developed bioinformatics tool Search-in-MTB-genomes, which enabled identification of 33 previously genome sequenced strains related to H112. The genetic relationship of these 33 strains to H112 was also confirmed using the MIRU-profiler. A whole-genome phylogenetic analysis revealed that H112 forms a novel clade with several other high virulent strains reported elsewhere. The highly virulent strains reported elsewhere shared a set of H112-specific mutations (12 SNPs and five insertions/deletions) that could not be found in the low or medium virulent strains from the same phylogenetic lineage. Thus the study uncovered a novel genetic clade of high virulent strains and mutations specific to them.en_US
dc.description.abstractIn a subsequent study, the functional effects of high virulent strains-specific mutations were studied by linking the mutations to the gene-expression changes between H112 and H54. The total RNA was extracted from the hypervirulent H112 and control strain H54 under two conditions (exponential growth and stressed condition) and subjected to the differential gene-expression analysis by RNA-sequencing. The analysis revealed that 4 out of 17 high virulent strains-specific mutations were associated with a differential expression of the neighboring gene under both exponential growth and stressed condition. These four genes encoded virulence-associated transcriptional regulators (phoP and higB), proline immunopeptidase (pip) and fatty-acid-dehydrogenaseenzyme (fadE5). The high virulent strains-specific mutations linked to these four genes were also associated with the differential expression of several other genes functionally downstream (e.g. transcriptional regulatory target) of the mutation-affected genes. Our integrated genome­transcriptome analysis thus enabled an understanding of the functional consequences of mutations specific to the high virulent strains. In summary, the thesis present mutations specific to hypervirulent strains and their functional consequences through an integrated genomic-transcriptomic analysis, which bridges the knowledge gaps in our understanding of genetic mechanisms that lead to increased virulence in M. tuberculosis. In particular, previous studies relied on whole­genome-sequencing alone and proposed a few genetic mutations linked to hypervirulence in M. tuberculosis. Here, an integrated genomic-transcriptomic approach was undertaken for the first time to tease out potential causative mutations for hypervirulence in tuberculous meningitis strain to be subsequently validated through genetic engineering techniques in the future. Furthermore, the set of mutations identified in the current work could be used as genetic markers for detection of hypervirulent strains in the epidemiological settings, given their ubiquitous presence among hypervirulent strains from different countries and likelihood to modulate transcription of virulence associated genes. The work demonstrates the utility of multi-omics analysis to discover gene sets and important pathways required by M. tuberculosis to withstand hostile environment inside the macrophage, which is crucial not only to improve our understanding of TB pathogenesis but also directs drug development programs to screen for inhibitors of these essential pathways. Moreover, inactivation of genes required for M. tuberculosis survival inside macrophage may result in avirulent forms of M. tuberculosis and ultimately lead to new anti-TB vaccine candidates.en_US
dc.description.sponsorshipDepartment of Health Technology and Informaticsen_US
dc.language.isoenen_US
dc.publisherThe Hong Kong Polytechnic Universityen_US
dc.rightsAll rights reserved.en_US
dc.subjectMycobacterium Tuberculosisen_US
dc.subjectVirulence (Microbiology) -- Genetic aspectsen_US
dc.titleGenetic mechanism of enhanced virulence in mycobacterium tuberculosis strain isolated from patient with tuberculosis meningitisen_US
dc.typeThesisen_US
dc.description.degreePh.D., Department of Health Technology and Informatics, The Hong Kong Polytechnic University, 2019en_US
dc.description.degreelevelDoctorateen_US
dc.relation.publicationpublisheden_US
dc.description.oapublished_finalen_US
Appears in Collections:Thesis
Files in This Item:
File Description SizeFormat 
991022210746003411_link.htmFor PolyU Users167 BHTMLView/Open
991022210746003411_pira.pdfFor All Users (Non-printable)9.85 MBAdobe PDFView/Open
Show simple item record
PIRA download icon_1.1View/Download Contents

Page view(s)

60
Citations as of Dec 11, 2019

Download(s)

9
Citations as of Dec 11, 2019

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.