The Birnbaum-Saunders (BS) distribution is a positively skewed distribution and is a popular model for analyzing lifetime data. In this thesis, we first develop an improved method of estimation for the BS distribution and the corresponding inference. Compared to the maximum likelihood estimators (MLEs) and the modified moment estimators (MMEs), the proposed method results in estimators with smaller bias, but having the same mean squared errors (MSEs) as these two estimators. Next, the existence and uniqueness of the MLEs of the parameters of BS distribution are discussed based on Type-I, Type-II and hybrid censored samples. In the case of five-parameter bivariate Birnbaum-Saunders (BVBS) distribution, we use the distributional relationship between the bivariate normal and BVBS distributions to propose a simple and efficient method of estimation based on Type-II censored samples. Regression analysis is commonly used in the analysis of life-test data when some covariates are involved. For this reason, we consider the regression problem based on BS and BVBS distributions and develop the associated inferential methods. One may generalize the BS distribution by using Laplace kernel in place of the normal kernel, referred to as the Laplace BS (LBS) distribution, and it is one of the generalized Birnbaum-Saunders (GBS) distributions. Since the LBS distribution has a close relationship with the Laplace distribution, it becomes necessary to first carry out a detailed study of inference for the Laplace distribution before studying the LBS distribution. Several inferential results have been developed in the literature for the Laplace distribution based on complete samples. However, research on Type-II censored samples is somewhat scarce and in fact there is no work on Type-I censoring. For this reason, we first start with MLEs of the location and scale parameters of Laplace distribution based on Type-II and Type-I censored samples. In the case of Type-II censoring, we derive the exact joint and marginal moment generating functions (MGF) of the MLEs. Then, using these expressions, we derive the exact conditional marginal and joint density functions of the MLEs and utilize them to develop exact confidence intervals (CIs) for some life parameters of interest. In the case of Type-I censoring, we first derive explicit expressions for the MLEs of the parameters, and then derive the exact conditional joint and marginal MGFs and use them to derive the exact conditional marginal and joint density functions of the MLEs. These densities are used in turn to develop marginal and joint CIs for some quantities of interest. Finally, we consider the LBS distribution and formally show the different kinds of shapes of the probability density function (PDF) and the hazard function. We then derive the MLEs of the parameters and prove that they always exist and are unique. Next, we propose the MMEs, which can be used as initial values in the numerical computation of the MLEs. We also discuss the interval estimation of parameters. / Thesis / Doctor of Science (PhD)

Cotton has been a world-wide economic staple in textiles and oil production. There has been a concerted effort for cotton improvement to increase yield and quality to compete with non-natural man-made fibers. Unfortunately, cultivated cotton has limited genetic diversity; therefore finding new marketable traits within cultivated cotton has reached a plateau. To alleviate this problem, traditional breeding programs have been attempting to incorporate practical traits from wild relatives into cultivated lines. This incorporation has presented a new problem: uncultivated cotton hampered by photoperiodism. Traditionally, due to differing floral times, wild and cultivated cotton species were unable to be bred together in many commercial production areas world-wide. This worldwide breeding problem has inhibited new trait incorporation. Before favorable traits from undomesticated cotton could be integrated into cultivated elite lines using marker-assisted selection breeding, the markers associated with photoperiod independence needed to be discovered. In order to increase information about this debilitating trait, we set out to identify informative markers associated with photoperiodism. This study was segmented into four areas. First, we reviewed the history of cotton to highlight current problems in production. Next, we explored cotton’s floral development through a study of floral transition candidate genes. The third area was an in-depth analysis of Phytochrome C (previously linked to photoperiod independence in other crops). In the final area of study, we used Genotype-By-Sequencing (GBS), in a segregating population, was used to determine photoperiod independence associated with single nucleotide polymorphisms (SNPs). In short, this research reported SNP differences in thirty-eight candidate gene homologs within the flowering time network, including photoreceptors, light dependent transcripts, circadian clock regulators, and floral integrators. Also, our research linked other discrete SNP differences, in addition to those contained within candidate genes, to photoperiodicity within cotton. In conclusion, the SNP markers that our study found may be used in future marker assisted selection (MAS) breeding schemas to incorporate desirable traits into elite lines without the introgression of photoperiod sensitivity.

BACKGROUND AND OBJECTIVES: Streptococcus agalactiae (Group B Streptococcus, GBS) is the leading cause of neonatal infections and deaths in human. It can also cause infections in pregnant women and non-pregnant adults. Penicillin and ampicillin are antibiotics of choice for the treatment of GBS infections. Erythromycin and clindamycin are used as alternative therapy in penicillin allergic patients, however resistance to these agents has been increasingly observed. This present study was undertaken to determine the colonization rate of GBS, susceptibility profile and the mechanism of antibiotic resistance in pregnant women and their babies at Dr. George Mukhari Academic Hospital in Pretoria. METHODS: Rectal and vaginal swabs were collected from pregnant women; ear and umbilical swabs from newborns over an 11 month period. Samples were cultured on selective media (CNA agar and Todd-Hewitt broth) and GBS positively identified using morphological and biochemical tests including Gram staining, hemolytic activity, catalase test, bile esculin, CAMP test and Latex agglutination test. The susceptibility testing was done using the Kirby-Bauer and E-test methods. The D-test method was used to determine the inducible clindamycin resistance. Multiplex PCR with were used to detect different genes coding for resistance. RESULTS: Out of the 413 patients evaluated, 128 (30.9%) were positive with GBS. All isolates were sensitive to penicillin and ampicillin. Erythromycin and clindamycin resistance was 21.1% and 17.2% respectively; of which 69% harbouring constitutive MLBB, 17.4% inducible MLSB. The alteration of ribosomal target encoded by ermB genes was the commonest mechanism of resistance observed in 55% of isolates, 38% of isolates had both ermB and linB genes and efflux pump mediated by mefA genes was detected in one of isolates. Conclusion: This study reaffirms the appropriateness of penicillin as the antibiotic of choice for treating GBS infection. However it raises the challenges of resistance to the macrolides and lincosamides. More GBS treatment options for penicillin allergic patients need to be researched. / Health Studies / M.Sc. (Life Sciences (Microbiology))

BACKGROUND AND OBJECTIVES: Streptococcus agalactiae (Group B Streptococcus, GBS) is the leading cause of neonatal infections and deaths in human. It can also cause infections in pregnant women and non-pregnant adults. Penicillin and ampicillin are antibiotics of choice for the treatment of GBS infections. Erythromycin and clindamycin are used as alternative therapy in penicillin allergic patients, however resistance to these agents has been increasingly observed. This present study was undertaken to determine the colonization rate of GBS, susceptibility profile and the mechanism of antibiotic resistance in pregnant women and their babies at Dr. George Mukhari Academic Hospital in Pretoria. METHODS: Rectal and vaginal swabs were collected from pregnant women; ear and umbilical swabs from newborns over an 11 month period. Samples were cultured on selective media (CNA agar and Todd-Hewitt broth) and GBS positively identified using morphological and biochemical tests including Gram staining, hemolytic activity, catalase test, bile esculin, CAMP test and Latex agglutination test. The susceptibility testing was done using the Kirby-Bauer and E-test methods. The D-test method was used to determine the inducible clindamycin resistance. Multiplex PCR with were used to detect different genes coding for resistance. RESULTS: Out of the 413 patients evaluated, 128 (30.9%) were positive with GBS. All isolates were sensitive to penicillin and ampicillin. Erythromycin and clindamycin resistance was 21.1% and 17.2% respectively; of which 69% harbouring constitutive MLBB, 17.4% inducible MLSB. The alteration of ribosomal target encoded by ermB genes was the commonest mechanism of resistance observed in 55% of isolates, 38% of isolates had both ermB and linB genes and efflux pump mediated by mefA genes was detected in one of isolates. Conclusion: This study reaffirms the appropriateness of penicillin as the antibiotic of choice for treating GBS infection. However it raises the challenges of resistance to the macrolides and lincosamides. More GBS treatment options for penicillin allergic patients need to be researched. / Health Studies / M. Sc. (Life Sciences (Microbiology))

Understanding of chronic sequelae development after infection with foodborne pathogens is limited and an increased understanding could assist with the development of more accurate burden of disease estimates. The purpose of this thesis was to determine via systematic review and meta-analysis of the published international literature, the proportion of cases of Salmonella, Campylobacter and E. coli O157 that will develop the chronic sequelae of reactive arthritis, haemolytic uraemic syndrome, irritable bowel syndrome, inflammatory bowel disease or Guillain Barré syndrome. This information can be used to increase our understanding of the relationship between infection and the development of long term health complications while providing a key piece of information for the development of accurate burden of disease estimates. / Canadian Institutes of Health Research Institute of Population and Public Health/Public Health Agency of Canada, Applied Public Health Research Chair (awarded to Jan M. Sargeant)

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.

Conselho Nacional de Desenvolvimento Científico e Tecnológico / Estreptococos do grupo B (EGB) é a principal causa de sepse e meningite neonatal e tem sido recentemente reconhecido como patógeno responsável por infecções invasivas em adultos imunocomprometidos (idosos ou portadores de doenças crônicas). Os EGB produzem inúmeras enzimas extracelulares, várias das quais interagem com o sistema imune do hospedeiro e são importantes durante a interação EGB-hospedeiro, bem como para o desenvolvimento da doença. Estudos anteriores mostraram que metaloproteases estão envolvidas em várias vias metabólicas em diferentes tipos celulares. Por esta razão, nós decidimos investigar o possível envolvimento de metaloproteases de EGB durante a interação celular e apoptose/necrose induzida pelo micro-organismo em células endoteliais da veia umbilical humana (HUVEC) e da linhagem de epitélio respiratório (A549). Tratamento de EGB com inibidores de metaloproteases (EDTA, EGTA e FEN) não induziu alterações no crescimento bacteriano, mas promoveu alterações na expressão de proteínas de superfície, capacidade adesiva e perfil de sobrevivência intracelular do patógeno. O EGB e o sobrenadante do crescimento bacteriano (meio condicionado; MC) promoveram a morte das células HUVEC e A549. Contudo, o tratamento com inibidores de metaloproteases restauraram a viabilidade celular induzida pelos EGB e o MC, sugerindo que metaloproteases bacteriana estão envolvidas no rompimento da barreira celular, promovendo a disseminação bacteriana. Este trabalho descreve pela primeira vez apoptose e necrose induzidas pelo EGB e MC em HUVEC e células A549 após 24h de incubação, respectivamente. Nós também observamos redução da pró-caspase-3 após infecção das HUVEC com EGB e MC, sugerindo ativação da caspase-3. Além disso, o aumento da expressão da proteína pró-apoptótica Bax e diminuição dos níveis da proteína anti-apoptótica Bcl-2 em HUVEC, demonstram o envolvimento do mecanismo apoptótico mitocondrial (via intrínseca). A melhor compreensão das bases moleculares da patogênese do EGB contribui para identificar novas moléculas bacterianas e hospedeiras que podem representar novos alvos terapêuticos ou imunoprofiláticos contra a doença causada por esse patógeno neonatal. / Group B streptococcus (GBS) is the leading cause of neonatal sepsis and meningitis and has recently been recognized as an increasingly common cause of invasive disease in immunocompromised adults (elderly or chronic diseases). GBS produces a number of extracellular enzymes, several of which interact with the host immune system and are important for the GBS- host interaction and for the development of disease. Previous studies showed that metalloproteases are involved in several metabolic pathways in different cellular types. For this reason, we decided to investigate the possible involvement of GBS metalloproteases during cell interaction and apoptosis/necrosis induced by microorganism in human umbilical vein endothelial cells (HUVEC) and epithelial respiratory cells line (A549). Treatment of GBS with metalloproteases inhibitors (EDTA, EGTA and PHEN) did not induce alteration on bacterial growth, but promoted changes in the expression of surface proteins, adhesive capacity and profile of intracellular survival of the pathogen. The GBS and supernatant of bacterial growth medium (conditioned medium; MC) promoted the death of HUVEC and A549 cells. However, the metalloproteases inhibitors treatment restored the cellular viability induced by GBS and MC, suggesting that GBS metalloproteases are involved in the disruption of cell barrier, promoting bacterial dissemination. This study describes for the first time apoptosis and necrosis induced by GBS and MC in HUVEC and A549 cells after 24h incubation, respectively. We also observe reduction of pro-caspase-3 after infection of HUVEC with GBS and MC, suggesting activation of caspase-3. Moreover, the over-expression of pro -apoptotic protein Bax and decrease of anti-apoptotic protein Bcl-2 levels in HUVEC show the involvement of mitochondrial apoptotic mechanism (intrinsic via). Enhanced understanding of the molecular basis of GBS pathogenesis may pinpoint novel bacterial and host molecules that can represent novel therapeutic or immunoprophylactic targets against disease caused by this foremost of neonatal pathogens.

Conselho Nacional de Desenvolvimento Científico e Tecnológico / Estreptococos do grupo B (EGB) é a principal causa de sepse e meningite neonatal e tem sido recentemente reconhecido como patógeno responsável por infecções invasivas em adultos imunocomprometidos (idosos ou portadores de doenças crônicas). Os EGB produzem inúmeras enzimas extracelulares, várias das quais interagem com o sistema imune do hospedeiro e são importantes durante a interação EGB-hospedeiro, bem como para o desenvolvimento da doença. Estudos anteriores mostraram que metaloproteases estão envolvidas em várias vias metabólicas em diferentes tipos celulares. Por esta razão, nós decidimos investigar o possível envolvimento de metaloproteases de EGB durante a interação celular e apoptose/necrose induzida pelo micro-organismo em células endoteliais da veia umbilical humana (HUVEC) e da linhagem de epitélio respiratório (A549). Tratamento de EGB com inibidores de metaloproteases (EDTA, EGTA e FEN) não induziu alterações no crescimento bacteriano, mas promoveu alterações na expressão de proteínas de superfície, capacidade adesiva e perfil de sobrevivência intracelular do patógeno. O EGB e o sobrenadante do crescimento bacteriano (meio condicionado; MC) promoveram a morte das células HUVEC e A549. Contudo, o tratamento com inibidores de metaloproteases restauraram a viabilidade celular induzida pelos EGB e o MC, sugerindo que metaloproteases bacteriana estão envolvidas no rompimento da barreira celular, promovendo a disseminação bacteriana. Este trabalho descreve pela primeira vez apoptose e necrose induzidas pelo EGB e MC em HUVEC e células A549 após 24h de incubação, respectivamente. Nós também observamos redução da pró-caspase-3 após infecção das HUVEC com EGB e MC, sugerindo ativação da caspase-3. Além disso, o aumento da expressão da proteína pró-apoptótica Bax e diminuição dos níveis da proteína anti-apoptótica Bcl-2 em HUVEC, demonstram o envolvimento do mecanismo apoptótico mitocondrial (via intrínseca). A melhor compreensão das bases moleculares da patogênese do EGB contribui para identificar novas moléculas bacterianas e hospedeiras que podem representar novos alvos terapêuticos ou imunoprofiláticos contra a doença causada por esse patógeno neonatal. / Group B streptococcus (GBS) is the leading cause of neonatal sepsis and meningitis and has recently been recognized as an increasingly common cause of invasive disease in immunocompromised adults (elderly or chronic diseases). GBS produces a number of extracellular enzymes, several of which interact with the host immune system and are important for the GBS- host interaction and for the development of disease. Previous studies showed that metalloproteases are involved in several metabolic pathways in different cellular types. For this reason, we decided to investigate the possible involvement of GBS metalloproteases during cell interaction and apoptosis/necrosis induced by microorganism in human umbilical vein endothelial cells (HUVEC) and epithelial respiratory cells line (A549). Treatment of GBS with metalloproteases inhibitors (EDTA, EGTA and PHEN) did not induce alteration on bacterial growth, but promoted changes in the expression of surface proteins, adhesive capacity and profile of intracellular survival of the pathogen. The GBS and supernatant of bacterial growth medium (conditioned medium; MC) promoted the death of HUVEC and A549 cells. However, the metalloproteases inhibitors treatment restored the cellular viability induced by GBS and MC, suggesting that GBS metalloproteases are involved in the disruption of cell barrier, promoting bacterial dissemination. This study describes for the first time apoptosis and necrosis induced by GBS and MC in HUVEC and A549 cells after 24h incubation, respectively. We also observe reduction of pro-caspase-3 after infection of HUVEC with GBS and MC, suggesting activation of caspase-3. Moreover, the over-expression of pro -apoptotic protein Bax and decrease of anti-apoptotic protein Bcl-2 levels in HUVEC show the involvement of mitochondrial apoptotic mechanism (intrinsic via). Enhanced understanding of the molecular basis of GBS pathogenesis may pinpoint novel bacterial and host molecules that can represent novel therapeutic or immunoprophylactic targets against disease caused by this foremost of neonatal pathogens.

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.

Bermudagrass (Cynodon spp.) breeding and cultivar development is hampered by limited information regarding its genetic and phenotypic diversity. A germplasm collection of 206 bermudagrass accessions from 29 countries was genotyped with high-throughput genotyping-by-sequencing technique. Genomic diversity in this diverse germplasm panel was assessed with multifaceted approaches including population structure, phylogenetic analysis, principal component analysis, and genetic diversity parameters. This study revealed substantial genetic variation in the Cynodon accessions, demonstrating the potential of this germplasm panel for further genetic studies and cultivar development in breeding programs. Another critical issue in turfgrass breeding is the lack of information regarding the genetic architecture of traits. Four agronomic traits leaf length, leaf width, internode distance and stem diameter were evaluated in a germplasm panel of common bermudagrass accessions. Then genome-wide association study was performed to dissect the genetic basis of the traits.