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Molecular Marker Applications in Oat (Avena Sativa L.) Breeding and Germplasm DiagnosticsBenazir Katarina, Marquez 27 May 2014 (has links)
The ability to identify germplasm and select traits accurately is fundamental to successful plant breeding. Pedigrees and molecular markers facilitate these processes; however misleading experimental results can occur when incorrect relationships and/or cultivar names are recorded. Molecular markers can identify these inconsistencies, and with advances in genotyping technology these diagnostics can be done faster and more objectively. This study aimed to develop molecular marker assays and graphical genotyping methodologies for cultivar identification, seed purity assessment and trait selection in oat (Avena sativa L.). KBioscience’s Allele-Specific PCR (KASP™) and genotyping-by-sequencing (GBS) technologies were applied to a set of current Canadian oat cultivars to evaluate their utility for identifying cultivars and detecting intra-cultivar variation. Both KASP™ and GBS detected different extents of heterogeneity among a set of 160 seeds that originated from four seed sources of four cultivars. In both cases, the detected variation did not appear to be limited to a specific cultivar or seed source, reinforcing that all cultivars are heterogeneous. Graphical genotyping localized heterogeneity to specific chromosome regions, thereby distinguishing physical contamination from true genetic heterogeneity and heterozygosity. Pre-existing genotype data for 700 oat cultivars and breeding lines were also used to construct graphical genotypes for pedigree validation and discovery of potential sources for favourable quantitative trait loci (QTL) alleles. This methodology used historical QTLs and anchoring markers to identify 25 putative “high oil” allele carriers. The results from this study will provide diagnostic tools for cultivar identification and pedigree validation, in addition to meaningful information about existing heterogeneity and possible QTL locations in current cultivars.
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Effects of weight loss and phenotype traits on changes in body composition and cholesterol metabolism in overweight individualsMintarno, Melinda 11 April 2011 (has links)
Global obesity is linked to chronic diseases including hypercholesterolemia, a cardiovascular disease risk factor, thus weight reduction in obesity is a key priority for combatting obesity. The cholesterol transporters ABCG5, ABCG8 and NPC1L1 mediate cholesterol trafficking across the intestinal wall, thus are important in regulating cholesterol metabolism and circulating levels. The objective of this study was to examine if single nucleotide polymorphisms (SNP) of cholesterol transporters ABCG5, ABCG8 and NPC1L1 are associated with changes in cholesterol synthesis and absorption and lipid parameters (LP) subsequent to weight loss (WtL) in overweight individuals. Eighty-nine individuals from two WtL trials (Trial A (n = 54) and Trial B (n = 35)) completed a 20-wk WtL period. After 10% WtL, lipid parameters excluding LDL-C were improved in Trial A, while all lipid parameters were ameliorated after 12% of WtL when Trial A and B were combined. Post-WtL, cholesterol synthesis (CS) was reduced; however, cholesterol absorption was not changed in either Trial A or the combined trials. Polymorphisms in ABCG8 V632A were associated with changes in TC and TG levels after WtL in both trial A and the combined data. SNPs in ABCG5 Q604E, ABCG8 T400K, were associated with changes in CS because of WtL in Trial A; however, the association is no longer seen in combined analysis. In conclusion, cardio-protective changes in LP due to weight loss were mediated by reductions in CS. Additionally, polymorphisms in ABCG8 were associated with amelioration in LP after WtL. Thus, the benefits in CVD risk subsequent to weight loss vary across individuals due to genetic factors associated with cholesterol trafficking.
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Genetic analysis of leaf and stripe rust resistance in the spring wheat (Triticum aestivum L.) cross RL4452/AC Domain2013 June 1900 (has links)
Leaf rust and stripe rust of wheat (Triticum aestivum L.) are caused by the fungal pathogens Puccinia triticina, and Puccinia striiformis f.sp. tritici, respectively. In North America, the incorporation of adult-plant resistance (APR) genes into breeding lines has been an important strategy to achieve durable resistance to both diseases. Previously, the spring wheat cultivar AC Domain was reported to express an effective level of adult-plant resistance (APR) to leaf rust under field conditions. Early gene postulation work had suggested AC Domain might carry the APR gene Lr34 due to its phenotypic similarity to other Lr34 carrying lines. However, new gene specific markers have shown that AC Domain is not a carrier of Lr34. The objective of this research was to genetically localize the resistance in AC Domain, which is important because the cultivar has frequently been used as a parent in Canadian breeding programs, primarily for its value as a source of pre-harvest sprouting resistance. A mapping population of 185 doubled haploid (DH) lines derived from the cross ‘RL4452’ by ‘AC Domain’ was used for this study. RL4452 is a known carrier of Lr34. During 2011-2012, the DH population was evaluated in field leaf rust nurseries at Saskatoon, SK and Portage, MB and at a stripe rust nursery at Lethbridge, AB. Field results indicated that rust resistance in the mapping population was variable, with lines ranging from highly resistant, to highly susceptible. DH lines carrying Lr34 showed a high level of resistance to both diseases. Thus, the non-Lr34 carriers were genotyped using select SSR markers, and by an Illumina 9k Infinium iSelect SNP assay for subsequent quantitative trait loci (QTL) analysis. QTL analysis revealed that AC Domain donated a major resistance QTL located on chromosome 2BS, that mapped 46 cM proximal to markers linked to Lr16, and explained a significant portion of the leaf and stripe rust phenotypic variance in all test environments. In addition, this QTL was significantly associated with the expression leaf tip necrosis (LTN), reduction in area under the disease progress curve (AUDPC), and coefficient of infection (CI). In certain environments the interaction between the 2B QTL and Lr34 was additive resulting in a superior level of rust resistance. Indoor rust testing showed AC Domain was susceptible to both diseases at the seedling stage. Taken together these results suggest that the identified resistance in AC Domain is likely due to the presence of an APR gene, on chromosome 2BS.
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Membrane associated transporter protein gene (SLC45A2) and the genetic basis of normal human pigmentation variationGraf, Justin T. January 2008 (has links)
This work is concerned with the genetic basis of normal human pigmentation variation. Specifically, the role of polymorphisms within the solute carrier family 45 member 2 (SLC45A2 or membrane associated transporter protein; MATP) gene were investigated with respect to variation in hair, skin and eye colour ― both between and within populations. SLC45A2 is an important regulator of melanin production and mutations in the gene underly the most recently identified form of oculocutaneous albinism. There is evidence to suggest that non-synonymous polymorphisms in SLC45A2 are associated with normal pigmentation variation between populations. Therefore, the underlying hypothesis of this thesis is that polymorphisms in SLC45A2 will alter the function or regulation of the protein, thereby altering the important role it plays in melanogenesis and providing a mechanism for normal pigmentation variation.
In order to investigate the role that SLC45A2 polymorphisms play in human pigmentation variation, a DNA database was established which collected pigmentation phenotypic information and blood samples of more than 700 individuals. This database was used as the foundation for two association studies outlined in this thesis, the first of which involved genotyping two previously-described non-synonymous polymorphisms, p.Glu272Lys and p.Phe374Leu, in four different population groups. For both polymorphisms, allele frequencies were significantly different between population groups and the 272Lys and 374Leu alleles were strongly associated with black hair, brown eyes and olive skin colour in Caucasians. This was the first report to show that SLC45A2 polymorphisms were associated with normal human intra-population pigmentation variation.
The second association study involved genotyping several SLC45A2 promoter polymorphisms to determine if they also played a role in pigmentation variation. Firstly, the transcription start site (TSS), and hence putative proximal promoter region, was identified using 5' RNA ligase mediated rapid amplification of cDNA ends (RLM-RACE). Two alternate TSSs were identified and the putative promoter region was screened for novel polymorphisms using denaturing high performance liquid chromatography (dHPLC). A novel duplication (c.–1176_–1174dupAAT) was identified along with other previously described single nucleotide polymorphisms (c.–1721C>G and c.–1169G>A). Strong linkage disequilibrium ensured that all three polymorphisms were associated with skin colour such that the –1721G, +dup and –1169A alleles were associated with olive skin in Caucasians. No linkage disequilibrium was observed between the promoter and coding region polymorphisms, suggesting independent effects. The association analyses were complemented with functional data, showing that the –1721G, +dup and –1169A alleles significantly decreased SLC45A2 transcriptional activity. Based on in silico bioinformatic analysis that showed these alleles remove a microphthalmia-associated transcription factor (MITF) binding site, and that MITF is a known regulator of SLC45A2 (Baxter and Pavan, 2002; Du and Fisher, 2002), it was postulated that SLC45A2 promoter polymorphisms could contribute to the regulation of pigmentation by altering MITF binding affinity.
Further characterisation of the SLC45A2 promoter was carried out using luciferase reporter assays to determine the transcriptional activity of different regions of the promoter. Five constructs were designed of increasing length and their promoter activity evaluated. Constitutive promoter activity was observed within the first ~200 bp and promoter activity increased as the construct size increased. The functional impact of the –1721G, +dup and –1169A alleles, which removed a MITF consensus binding site, were assessed using electrophoretic mobility shift assays (EMSA) and expression analysis of genotyped melanoblast and melanocyte cell lines. EMSA results confirmed that the promoter polymorphisms affected DNA-protein binding. Interestingly, however, the protein/s involved were not MITF, or at least MITF was not the protein directly binding to the DNA. In an effort to more thoroughly characterise the functional consequences of SLC45A2 promoter polymorphisms, the mRNA expression levels of SLC45A2 and MITF were determined in melanocyte/melanoblast cell lines. Based on SLC45A2’s role in processing and trafficking TYRP1 from the trans-Golgi network to stage 2 melanosmes, the mRNA expression of TYRP1 was also investigated. Expression results suggested a coordinated expression of pigmentation genes.
This thesis has substantially contributed to the field of pigmentation by showing that SLC45A2 polymorphisms not only show allele frequency differences between population groups, but also contribute to normal pigmentation variation within a Caucasian population. In addition, promoter polymorphisms have been shown to have functional consequences for SLC45A2 transcription and the expression of other pigmentation genes. Combined, the data presented in this work supports the notion that SLC45A2 is an important contributor to normal pigmentation variation and should be the target of further research to elucidate its role in determining pigmentation phenotypes. Understanding SLC45A2’s function may lead to the development of therapeutic interventions for oculocutaneous albinism and other disorders of pigmentation. It may also help in our understanding of skin cancer susceptibility and evolutionary adaptation to different UV environments, and contribute to the forensic application of pigmentation phenotype prediction.
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Expression variation in lysosomal storage disorder genesMason, Lyndel Ann January 2006 (has links)
Metachromatic leukodystrophy (MLD) and Gaucher disease (GD) are caused by a deficiency of arylsulphatase A (ASA) and b-glucocerebrosidase (GBA), respectively. They are lysosomal storage disorders with a heterogeneous clinical spectrum encompassing visceral, skeletal and neurologic involvement resulting in high morbidity and mortality. The overall aim of this study is to elucidate the genetic component/s of high ASA and GBA enzyme activity in normal healthy individuals with the ultimate goal of using this information to produce greater protein activity from a recombinant protein. A wide variation in ASA and GBA enzyme activity levels has been observed in the normal population. The first objective of this project was to identify and characterise single nucleotide polymorphisms (SNPs) in the arylsulphatase A (ARSA) and glucocerebrosidase (GBA) genes that are responsible for determining the levels of expressed enzyme activity in the normal population. The second objective was to assess the contribution of transcriptional regulation and TCP80 mediated translational control to normal enzyme variation. TCP80, a translational control protein that interacts with the GBA coding region, is a splice variant of the interleukin binding factor 3 (ILF3) gene. Ten samples from individuals with high ASA activity and twenty samples from individuals with high GBA activity were screened for polymorphisms via denaturing high pressure liquid chromatography (dHPLC) and sequencing. The frequency of these polymorphisms in the normal population was determined using dot-blot hybridisation. Fifteen ARSA polymorphisms (4 promoter, 5 coding, 5 intronic and 1 poly(A) signal) and two GBA polymorphisms (1 intronic and 1 in 3¢-UTR) were identified. Two low frequency ASA polymorphisms (2723A > G, W193C) were found to be correlated with low activity, while another low frequency ASA polymorphism (1101+123C > T) was found to be correlated with high activity in a population of 113 individuals. Real time PCR was used to measure mRNA levels of GBA, ASA and LF3 along with enzyme activity levels of GBA and ASA in two cell types (leucocytes and skin fibroblasts) from four healthy individuals and seven cell lines (HL60, THP1, Huh7, U118, SW1353, Hep G2, and B-cells). Transcriptional control was evident for all three genes with GBA mRNA levels varying over 30 fold, ASA mRNA levels varying over seven fold and ILF3 levels varying more than 24 fold. The 5¢-flanking region of GBA was investigated for the cis-elements responsible for tissue-specific expression. However, it was not possible to demonstrate that the cis-element region was influencing GBA expression. Translational efficiency was measured using the magnitude of the mRNA:enzyme activity ratio as an indicator. GBA translational inefficiency was most pronounced in B cells which require four times more mRNA molecules than hepatocytes (Hep G2) and over 25 times more mRNA molecules than chondrocytes (SW1353) to produce one unit of GBA enzyme activity. Except in B-cells, GBA translational efficiency appears to increase as ILF3 mRNA levels decrease. The tissue-specific variation observed in the protein levels of the ILF3 splice variants, TCP80 and DRBP76, may play a role. The correlation of several low frequency SNPs with low ASA enzyme activity or high ASA activity indicates a role in determining the distribution of enzyme activity levels in the normal population. However, there do not appear to be any common high activity polymorphisms. Knowledge of the exact mechanisms responsible for the observed transcriptional and translational control of these lysosomal genes will greatly enhance the understanding of genotype-phenotype correlation and the contribution of genetic variants to natural variation.
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Functional analyses of polymorphisms in the promoters of the KLK3 and KLK4 genes in prostate cancerLai, John January 2006 (has links)
This PhD aimed to elucidate the mechanisms by which polymorphisms may alter androgen-induced transactivation of androgen receptor (AR) target genes which may be important in prostate cancer aetiology. The second aspect of this PhD focused on identifying and characterising functional polymorphisms that may have utility as predictive risk indicators for prostate cancer and which may aid in earlier therapeutic intervention and better disease management. Analyses were carried out on the kallikrein-related peptidase 3 (KLK3), also known as the prostate specific antigen (PSA), gene and the kallikrein-related peptidase 4 (KLK4) gene. The PSA and KLK4 genes are part of the serine protease family that have trypsin or chymotrypsin like activity and are thought to play a role in the development of hormone-dependent cancers in tissues such as those in the prostate, breast, endometrium and ovaries. In the prostate, PSA is regulated by androgens and three androgen response elements (AREs) have been described in the promoter and upstream enhancer region. The PSA ARE I harbours a polymorphism at -158 bp from the transcription initiation site (TIS) that results in a G to A transition (G-158A). This PhD investigated the functional significance of the PSA G-158A polymorphism which has been reported to be associated with prostate cancer risk. Electromobility shift assays (EMSAs) investigating the interaction of ARE I variants with the AR DNA binding domain (AR-DBD) demonstrated that the A allele had a two-fold increased binding affinity for the AR-DBD when compared with the G allele. This was confirmed with endogenous AR in limited proteolysis-EMSA experiments. The limited proteolysis-EMSA experiments also demonstrated differential sensitivities of PSA ARE I alleles to trypsin digestion, which suggests that the G-158A polymorphism has an allosteric effect on the AR that alters AR/ARE I complex stability. Furthermore, Chromatin Immunoprecipitation (ChIP) assays suggest that the A allele more readily recruited the AR in vivo when compared with the G allele and is consistent with the in vitro binding data. Luciferase reporter assays carried out in both LNCaP and 22Rv1 prostate cancer cells, and using the natural (dihydrotestosterone; DHT) ligand demonstrated that the A allele was more responsive to androgens in LNCaP cells. Hence, this study has elucidated the potential mechanisms by which the G-158A polymorphism may differentially regulate PSA expression (of which up-regulation of PSA is thought to be important in prostate cancer development and progression). KLK4 has similar tissue-restricted expression as PSA and is up-regulated by steroid hormones in many endocrine cells including those in the prostate. A putative ARE (KLK4-pARE) located at -1,005 to -1019 relative to the more predominantly used transcription initiation site, TIS3, was initially found in supershift assays using AR antibodies to interact with endogenous AR. However, subsequent EMSA analysis using purified AR-DBD suggest that KLK4-pARE may be interacting with the AR indirectly. To investigate this hypothesis, a tandem construct of KLK4-pARE was cloned into the pGL3-Promoter vector for hormone-induced reporter assays. However, reporter assays did not demonstrate any responsiveness of KLK4-pARE to androgens, estradiol or progestins. Consequently, Real-Time PCR was carried out to reassess the hormonal regulation of KLK4 at the mRNA level. Consistent with the literature, data from this study suggests that KLK4 may be up-regulated by androgens, progestins and estradiol in a cyclical manner. Hormone-induced luciferase reporter assays were then carried out on seven promoter constructs that span 2.8 kb of the KLK4 promoter from TIS3. However, none of the seven promoter constructs demonstrated any significant responsiveness to androgens, estradiol or progestins. This study suggests that hormone response elements (HREs) that may drive the hormonal regulation of KLK4 in prostate cancer may be located further upstream from the promoter region investigated in this PhD, or alternatively, may lie 3' of TIS3. The characterisation of KLK4 promoter polymorphisms and their flanking sequences were also carried out in parallel to the functional work with the intent to assess the functional significance of any polymorphisms that may be located within HREs. In total 19 polymorphisms were identified from the public databases and from direct sequencing within 2.8 kb of the KLK4 promoter from TIS3. However, the functional and clinical significance of these 19 polymorphisms were not further pursued given the negative findings from the functional work. The PSA AR enhancer region was also assessed for potential polymorphisms that may be associated with prostate cancer risk. A total of 12 polymorphisms were identified in the PSA enhancer of which two (A-4643G and T-5412C) have been reported to alter functionality of the enhancer region and thus, prioritised for further analysis. Association analysis for prostate cancer risk was then carried out on these PSA enhancer polymorphisms as none of the KLK4 promoter polymorphisms were found in functional HREs. No significant association for either the A-4643G or T-5412C polymorphism with prostate cancer risk was found at the P = 0.05 level. However, under an age-adjusted dominant model a 1.22- (95% CI = 1.16-1.26) and 1.23-fold (95% CI = 1.17-1.29) increased risk for prostate cancer was found for the A-4643G or T-5412C polymorphisms, respectively. Both polymorphisms were also assessed for association with tumour grade and stage and PSA levels. Genotypes were significantly different for the A-4643G and T-5412C polymorphisms with tumour stage and PSA levels, respectively. However, these results are likely to be biased by the case population which consist primarily of men who presented with incidental (pT1) and organ-confined (pT2) tumours. To summarise, the A-4643G and T-5412C polymorphisms are unlikely to be associated with prostate cancer risk, PSA levels or stage/grade of disease. However, further analyses in a larger cohort is warranted given that these polymorphisms alter androgen responsiveness of the PSA enhancer and that elevated PSA levels are indicative of men with prostate cancer. To summarise, this PhD has elucidated the functional significance of the PSA G-158A polymorphism in prostate cancer and which may be important in prostate cancer patho-physiology. This PhD has also furthered the understanding of the hormonal regulation of KLK4 in prostate cancer cells. Finally, this PhD has carried out a pilot study on two functional PSA enhancer polymorphisms (A-4643G and T-5412C) with prostate cancer risk.
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Molecular regulation of calvarial suture morphogenesis and human craniofacial diversityCoussens, Anna Kathleen January 2007 (has links)
This body of work is concerned with the genetics of craniofacial morphology and specifically with that of the cranial sutures which form fibrous articulations between the calvarial bones. The premature fusion of these sutures, known as craniosynostosis, is a common developmental abnormality and has been extensively utilised here as a tool through which to study the genetics of suture morphogenesis and craniofacial diversity. Investigations began with a search for polymorphisms associated with normal variation in human craniofacial characteristics. Denaturing High-Performance Liquid chromatography was used to identify polymorphisms in two genes causative for craniosynostosis by analysing DNA from a large cohort of individuals from four ethnogeographic populations. A single nucleotide polymorphism in fibroblast growth factor receptor 1 was identified as being associated with variation in the cephalic index, a common measure of cranial shape. To further, and specifically, investigate the molecular processes of suture morphogenesis gene expression was compared between unfused and prematurely fusing/fused suture tissues isolated from patients with craniosynostosis. Two approaches, both utilising Affymetrix gene expression microarrays, were used to identify genes differentially expressed during premature suture fusion. The first was a novel method which utilised the observation that explant cells from both fused and unfused suture tissue, cultured in minimal medium, produce a gene expression profile characteristic of minimally differentiated osteoblastic cells. Consequently, gene expression was compared between prematurely fused suture tissues and their corresponding in vitro de-differentiated cells. In addition to those genes known to be involved in suture morphogenesis, a large number of novel genes were identified which were up-regulated in the differentiated in vivo state and are thus implicated in premature suture fusion and in vivo osteoblast differentiation. The second microarray study involved an extensive analysis of 16 suture tissues and compared gene expression between unfused (n=9) and fusing/fused sutures (n=7). Again, both known genes and a substantially large number of novel genes were identified as being differentially expressed. Some of these novel genes included retinol binding protein 4 (RBP4), glypican 3 (GPC3), C1q tumour necrosis factor 3 (C1QTNF3), and WNT inhibitory factor 1 (WIF1). The known functions of these genes are suggestive of potential roles in suture morphogenesis. Realtime quantitative RT PCR (QRT-PCR) was used to verify the differential expression patterns observed for 11 genes and Western blot analysis and confocal microscopy was used to investigate the protein expression for 3 genes of interest. RBP4 was found to be localised on the ectocranial surface of unfused sutures and in cells lining the osteogenic fronts while GPC3 was localised to suture mesenchyme of unfused sutures. A comparison between each unfused suture (coronal, sagittal, metopic, and lambdoid) demonstrated that gene expression profiles are suture-specific which, based on the identification of differentially expressed genes, suggests possible molecular bases for the differential timing of normal fusion and the response of each suture to different craniosynostosis mutations. One observation of particular interest was the presence of cartilage in unfused lambdoid sutures, suggesting a role for chondrogenesis in posterior skull sutures which have generally been thought to develop by intramembranous ossification without a cartilage precursor. Finally, the effects of common media supplements used in in vitro experiments to stimulate differentiation of calvarial suture-derived cells were investigated with respect to their ability to induce in vivo-like gene expression. The response to standard differentiation medium (ascorbic acid + β-glycerophosphate) with and without dexamethasone was measured by both mineralisation and matrix formation assays and QRT-PCR of genes identified in the above described microarray studies. Both media induced collagen matrix and bone nodule formation indicative of differentiating osteoblasts. However, the genes expression profiles induced by both media differed and neither recapitulated the levels and profiles of gene expression observed in vivo for cells isolated from both fused and unfused suture tissues. This study has implications for translating results from in vitro work to the in vivo situation. Significantly, the dedifferentiation microarray study identified differentially expressed genes whose products may be considered candidates as more appropriate osteogenic supplements that may be used during in vitro experiments to better induce in vivo-like osteoblast differentiation. This study has made a substantial contribution to the identification of novel genes and pathways involved in controlling human suture morphogenesis and craniofacial diversity. The results from this research will stimulate new areas of inquiry which will one day aid in the development of better diagnostics and therapeutics for craniosynostosis, and other craniofacial and more general skeletal abnormalities.
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Development of novel combinatorial methods for genotyping the common foodborne pathogen Campylobacter jejuniPrice, Erin Peta January 2007 (has links)
Campylobacter jejuni is the commonest cause of bacterial foodborne gastroenteritis in industrialised countries. Despite its significance, it remains unclear how C. jejuni is disseminated in the environment, whether particular strains are more pathogenic than others, and by what routes this bacterium is transmitted to humans. One major factor hampering this knowledge is the lack of a standardised method for fingerprinting C. jejuni. Therefore, the overall aim of this project was to develop systematic and novel genotyping methods for C. jejuni. Chapter Three describes the use of single nucleotide polymorphisms (SNPs) derived from the multilocus sequence typing (MLST) database of C. jejuni and the closely related Campylobacter coli for genotyping these pathogens. The MLST database contains DNA sequence data for over 4000 strains, making it the largest comparative database available for these organisms. Using the in-house software package "Minimum SNPs", seven SNPs were identified from the C. jejuni/C. coli MLST database that gave a Simpson's Index of Diversity (D), or resolving power, of 0.98. An allele-specific real-time PCR method was developed and tested on 154 Australian C. jejuni and C. coli isolates. The major advantage of the seven SNPs over MLST is that they are cheaper, faster and simpler to interrogate than the sequence-based MLST method. When the SNP profiles were combined with sequencing of the rapidly evolving flaA short variable region (flaA SVR) locus, the genotype distributions were comparable to those obtained by MLST-flaA SVR. Recent technological advances have facilitated the characterisation of entire bacterial genomes using comparative genome hybridisation (CGH) microarrays. Chapter Four of this thesis explores the large volume of CGH data generated for C. jejuni and eight binary genes (genes present in some strains but absent in others) were identified that provided complete discrimination of 20 epidemiologically unrelated strains of C. jejuni. Real-time PCR assays were developed for the eight binary genes and tested on the Australian isolates. The results from this study showed that the SNP-binary assay provided a sufficient replacement for the more laborious MLST-flaA SVR sequencing method. The clustered regularly interspaced short palindromic repeat (CRISPR) region is comprised of tandem repeats, with one half of the repeat region highly conserved and the other half highly diverse in sequence. Recent advances in real-time PCR enabled the interrogation of these repeat regions in C. jejuni using high-resolution melt differentiation of PCR products. It was found that the CRISPR loci discriminated epidemiologically distinct isolates that were indistinguishable by the other typing methods (Chapter Five). Importantly, the combinatorial SNP-binary-CRISPR assay provided resolution comparable to the current 'gold standard' genotyping methodology, pulsed-field gel electrophoresis. Chapter Six describes a novel third module of "Minimum SNPs", 'Not-N', to identify genetic targets diagnostic for strain populations of interest from the remaining population. The applicability of Not-N was tested using bacterial and viral sequence databases. Due to the weakly clonal population structure of C. jejuni and C. coli, Not-N was inefficient at identifying small numbers of SNPs for the major MLST clonal complexes. In contrast, Not-N completely discriminated the 13 major subtypes of hepatitis C virus using 15 SNPs, and identified binary gene targets superior to those previously found for phylogenetic clades of C. jejuni, Yersinia enterocolitica and Clostridium difficile, demonstrating the utility of this additional module of "Minimum SNPs". Taken together, the presented work demonstrates the potentially far-reaching applications of novel and systematic genotyping assays to characterise bacterial pathogens with high accuracy and discriminatory power. This project has exploited known genetic diversity of C. jejuni to develop highly targeted assays that are akin to the resolution of the current 'gold standard' typing methods. By targeting differentially evolving genetic markers, an epidemiologically relevant, high-resolution fingerprint of the isolate in question can be determined at a fraction of the time, effort and cost of current genotyping procedures. The outcomes from this study will pave the way for improved diagnostics for many clinically significant pathogens as the concept of hierarchal combinatorial genotyping gains momentum amongst infectious disease specialists and public health-related agencies.
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The development of rapid genotyping methods for methicillin-resistant Staphylococcus aureusStephens, Alex J. January 2008 (has links)
Methicillin-resistant Staphylococcus aureus (MRSA) is an important human pathogen that is endemic in hospitals all over the world. It has more recently emerged as a serious threat to the general public in the form of community-acquired MRSA. MRSA has been implicated in a wide variety of diseases, ranging from skin infections and food poisoning to more severe and potentially fatal conditions, including; endocarditis, septicaemia and necrotising pneumonia. Treatment of MRSA disease is complicated and can be unsuccessful due to the bacterium's remarkable ability to develop antibiotic resistance.
The considerable economic and public health burden imposed by MRSA has fuelled attempts by researchers to understand the evolution of virulent and antibiotic resistant strains and thereby improve epidemiological management strategies. Central to MRSA transmission management strategies is the implementation of active surveillance programs, via which unique genetic fingerprints, or genotypes, of each strain can be identified. Despite numerous advances in MRSA genotyping methodology, there remains a need for a rapid, reproducible, cost-effective method that is capable of producing a high level of genotype discrimination, whilst being suitable for high throughput use. Consequently, the fundamental aim of this thesis was to develop a novel MRSA genotyping strategy incorporating these benefits.
This thesis explored the possibility that the development of more efficient genotyping strategies could be achieved through careful identification, and then simple interrogation, of multiple, unlinked DNA loci that exhibit progressively increasing mutation rates. The baseline component of the MRSA genotyping strategy described in this thesis is the allele-specific real-time PCR interrogation of slowly evolving core single nucleotide polymorphisms (SNPs). The genotyping SNP set was identified previously from the Multi-locus sequence typing (MLST) sequence database using an in-house software package named Minimum SNPs. As discussed in Chapter Three, the genotyping utility of the SNP set was validated on 107 diverse Australian MRSA isolates, which were largely clustered into groups of related strains as defined by MLST. To increase the resolution of the SNP genotyping method, a selection of binary virulence genes and antimicrobial resistance plasmids were tested that were successful at sub typing the SNP groups.
A comprehensive MRSA genotyping strategy requires characterisation of the clonal background as well as interrogation of the hypervariable Staphylococcal Cassette Chromosome mec (SCCmec) that carries the β-lactam resistance gene, mecA. SCCmec genotyping defines the MRSA lineages; however, current SCCmec genotyping methods have struggled to handle the increasing number of SCCmec elements resulting from a recent explosion of comparative genomic analyses. Chapter Four of this thesis collates the known SCCmec binary marker diversity and demonstrates the ability of Minimum SNPs to identify systematically a minimal set of binary markers capable of generating maximum genotyping resolution. A number of binary targets were identified that indeed permit high resolution genotyping of the SCCmec element. Furthermore, the SCCmec genotyping targets are amenable for combinatorial use with the MLST genotyping SNPs and therefore are suitable as the second component of the MRSA genotyping strategy.
To increase genotyping resolution of the slowly evolving MLST SNPs and the SCCmec binary markers, the analysis of a hypervariable repeat region was required. Sequence analysis of the Staphylococcal protein A (spa) repeat region has been conducted frequently with great success. Chapter Five describes the characterisation of the tandem repeats in the spa gene using real-time PCR and high resolution melting (HRM) analysis. Since the melting rate and precise point of dissociation of double stranded DNA is dependent on the size and sequence of the PCR amplicon, the HRM method was used successfully to identify 20 of 22 spa sequence types, without the need for DNA sequencing.
The accumulation of comparative genomic information has allowed the systematic identification of key MRSA genomic polymorphisms to genotype MRSA efficiently. If implemented in its entirety, the strategy described in this thesis would produce efficient and deep-rooted genotypes. For example, an unknown MRSA isolate would be positioned within the MLST defined population structure, categorised based on its SCCmec lineage, then subtyped based on the polymorphic spa repeat region. Overall, by combining the genotyping methods described here, an integrated and novel MRSA genotyping strategy results that is efficacious for both long and short term investigations. Furthermore, an additional benefit is that each component can be performed easily and cost-effectively on a standard real-time PCR platform.
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Evaluation of molecular methods used for the rapid detection of multi-drug resistant Mycobacterium tuberculosisHansen, Tarrant William January 2008 (has links)
Tuberculosis remains a major public health issue globally, with an estimated 9.2 million new cases in 2006. A new threat to TB control is the emergence of drug resistant strains. These strains are harder to cure as standard anti-tuberculosis first line treatments are ineffective. Multi Drug Resistant Tuberculosis (MDR-TB) is defined as Mycobacterium tuberculosis that has developed resistance to at least rifampicin and isoniazid, and these strains now account for greater than 5% of worldwide cases. Mutations within the Rifampicin Resistance Determining Region (RRDR) of the rpoB gene are present in greater than 95% of strains that show rifampicin resistance by conventional drug susceptibility testing. As rifampicin mono resistance is extremely rare, and rifampicin resistance is usually associated with isoniaizd resistance, the RRDR region of the rpoB gene is a very useful surrogate marker for MDR-TB. Many molecular assays have been attempted based on this theory and have had varied levels of success. The three methods evaluated in this study are DNA sequencing of the rpoB, katG and inhA genes, the Genotype MTBDRplus line probe assay (Hain Lifesciences) and a novel method incorporating Real-Time PCR with High Resolution Melt analysis targeted at the RRDR using the Rotorgene 6000 (Corbett Lifesciences). The sensitivity for the detection of rifampicin resistance was far better using DNA sequencing or the commercially available line probe assay than detection by the Real-Time PCR method developed in this study.
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