Electronic Theses and Dissertations (Masters)
Permanent URI for this collectionhttps://hdl.handle.net/10539/38221
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Item Understanding SARS-CoV-2 vaccine hesitancy among pregnant women in Soweto, South Africa: A qualitative study(University of the Witwatersrand, Johannesburg, 2024) Zungu, Zwile; Myburgh, NellieThe study focused on understanding SARS-CoV-2 vaccine hesitancy among pregnant women in Soweto, South Africa. Pregnant women are at a greater risk of experiencing COVID-19 complications during pregnancy if infected with the SARS-CoV-2 virus. Vaccination uptake remains low in the population at large. This is a qualitative exploratory study approach using key-informant interviews. A total of sixteen key informant interviews with vaccinated pregnant women, unvaccinated pregnant women, healthcare workers and alternative healers were conducted. This study took place in Soweto townships, South Africa. Thematic qualitative analysis was used to construct themes in NVivo, where the gathered data was reviewed and analysed. The study found that pregnant women experience barriers and motivations that determine their decision to get vaccinated against COVID-19. Motivators to vaccinate health concerns, monetary benefit and structural motivators such as employment, travelling and education. Barriers included vaccine related fears were the main reason for poor vaccine uptake. The lack of knowledge, healthcare system barriers, misinformation, and lack of trust in the government were some reasons for vaccine hesitancy. The study's findings show that pregnant women's decisions to get vaccinated are significantly influenced by several barriers, perceptions and the motivators they haveItem Characterisation of the genetic variation in pharmacogenes involved in anti-tuberculosis drug metabolism across African populations(University of the Witwatersrand, Johannesburg, 2024) Malinga, Thandeka Vuyiswa Bongiwe; Twesigomwe, David; Othman, HoucemeddineTuberculosis (TB) is a major health burden in Africa. Although TB is treatable, anti-TB drugs are associated with adverse drug reactions (ADRs) which are partly attributed to pharmacogenetic variation. The distribution of star alleles (haplotypes) influencing anti-TB drug metabolism, is unknown in many African populations. This presents challenges in implementing genotype-guided therapy in Africa to decrease the occurrence of ADRs and enhance the efficacy of anti-TB drugs. Therefore, this study aimed to characterise the distribution of star alleles in genes that are involved in anti-TB drug metabolism (mainly isoniazid), namely CYP2E1, NAT1, NAT2, GSTM1 and GSTT1, across diverse African populations. We used 794 high-depth whole genome sequence datasets representative of eight Sub-Saharan African (SSA) population groups. Data sources included the 1000 Genomes Project and H3Africa AWi-Gen. CYP2E1, NAT1, NAT2, GSTM1 and GSTT1 star alleles were called from the WGS data using StellarPGx. Subsequently, novel star alleles were analysed, and their allele defining variants were annotated using the Ensembl Variant Effect Predictor. We present the distribution of both common and rare star alleles influencing anti-TB drug metabolism across various SSA populations, in comparison to other global populations. Various key star alleles were identified in the SSA study populations at relatively high frequencies including NAT1*10, GSTT1*0 (>50%), GSTM1*0 (49%), and NAT2*5B (21%). Additionally, we predicted varying phenotypic proportions for NAT1 and NAT2 (acetylation) and the GST enzymes (detoxification activity) between SSA and other global populations. Fifty potentially novel haplotypes were identified computationally across the five genes. This study provides insight into the distribution of star alleles in genes relevant to isoniazid metabolism across various African populations. The high number of potentially novel star alleles exemplifies the need for pharmacogenomics studies in the African context. Overall, our analysis provides a foundation for implementing pharmacogenetic testing in Africa to reduce the risk of ADRs related to TB treatment.Item Evaluation of novel assay formats for indoleamine 2, 3 dioxygenase as a tb biomarker(University of the Witwatersrand, Johannesburg, 2023) Tsolo, Semakaleng Theresia; Ranchod, HeenaThe World Health Organization has prioritized the development of non-sputum-based assays that are capable of detecting active Tuberculosis (TB). Tryptophan (tryp) is converted to kynurenine (kyn) by the rate-limiting enzyme indoleamine 2, 3- dioxygenase (IDO). IDO activity may serve as a biomarker for active TB. Dried blood spots (DBS) can be collected outside of medical institutions and are simple to transport. We wanted to explore the use of DBS as an alternative sample type to measure the kyn/tryp ratio and IDO mRNA gene expression in healthy people. METHODS We optimised methods for elution of dried blood spots, exploring various elution buffers. Following method optimisation, we enrolled 40 healthy participants, and collected whole blood and DBS samples. Kyn and tryp concentrations were measured using ELISA (ImmuSmol, France). IDO mRNA gene expression was determined by real-time PCR using two housekeeping genes GAPDH and BACT. Statistical analysis was performed to determine the correlation and agreement between peripheral blood samples and DBS. RESULTS For IDO activity, tryp showed good agreement between plasma and DBS with a median percentage similarity of 91.1%. In contrast, no agreement was observed for kyn with a median percentage similarity of 56.6%. The kyn/tryp ratio performed poorly due to poor detection of kyn in DBS. Percentage similarity between whole blood and DBS IDO mRNA expression using GAPDH 87.1%, while using BACT was 84.6%. Using either traditional sample types or DBS, there was no correlation between IDO gene expression and kyn/tryp ratio. CONCLUSION We showed that tryp was measurable in DBS. Tryp in DBS was 91.1% similar to values in plasma. Despite method optimization, there was poor agreement between DBS and plasma for kyn. Although IDO mRNA gene expression was detectable in DBS, method agreement with whole blood was unsatisfactory. Alternative methods for the stabilization of kyn in DBS should be explored in future studies. IDO mRNA expression should be measured from whole blood in future studiesItem A review of genetic testing for females referred to genetic counselling for a personal or family history of gynaecological cancer(University of the Witwatersrand, Johannesburg, 2023) Barnard, SebastianHereditary cancer syndromes, caused by pathogenic variants in specific genes, substantially increase an individual’s risk for cancer and are estimated to cause 10% of all uterine cancers and 20% of all ovarian cancers. However, these data are primarily based on high-income countries and to date there is no published data on the known variants and testing of cancer predisposition genes associated with gynaecological cancers in South Africa. In this study, patient records for those with either a confirmed diagnosis or family history of gynaecological cancer that were seen by the Division of Human Genetics (NHLS/Wits) were retrospectively analysed (n = 104). Associations between patient characteristics, genetic testing availability and the detection of pathogenic variants as well as the utility of risk assessment tools were investigated using statistical analysis. The majority of patients underwent diagnostic genetic testing (78/104, 75.0%), 25 (32.1%) were positive, 41 (52.6%) were negative, and 12 (15.4%) returned a variant of unknown significance. Test results were significantly different between European and non-European patients (p << 0.05) with non-European patients being 30% less likely to have a pathogenic variant detected (OR 0.7, 95% CI 0 0.22, 2.21). Patients who met genetic testing criteria according to online risk assessments were more likely to have a positive genetic test result than those who did not (p < 0.05). A disparity exists not only in genetic testing availability but also clinic attendance between public and private healthcare which is likely limiting the ability to diagnose hereditary cancer syndromes associated with gynaecological cancers in public healthcare hospitalsItem Analysis of Whole Exome Sequence Data from African Patients with HD-Like Features and No Known HDPhenocopy Syndrome(University of the Witwatersrand, Johannesburg, 2023) Naicker, Racilya; Krause, Amanda; Baine-Savanhu, FionaHuntington disease (HD) is a rare progressive neurodegenerative disorder that results from a CAG repeat expansion within the huntingtin gene (HTT). Several syndromes present with HD- like features in the absence of the HTT expansion and are termed HD phenocopies. Huntington disease-like 2 (HDL2), a known phenocopy, is most commonly observed in individuals with African, or probable African, ancestry. Therefore, previous diagnostic testing in the Division of Human Genetics, National Health Laboratory Service (Johannesburg, South Africa) screened for both HD and HDL2 in patients with HD-like phenotypes and an indication of African ancestry. Patients who tested negative for both syndromes remain undiagnosed, highlighting the need for further testing strategies. This study aimed to identify variants implicated in the HD-like phenotype of these patients. In a group of nine undiagnosed patients with Black African ancestry, a virtual gene panel was analysed through a whole exome sequencing (WES) approach. The data was filtered, and candidate variants were prioritised according to the frequency, type, and location of the variants as well as in-silico pathogenicity prediction scores. A total of 20 candidate variants in 15 genes were shortlisted and classified according to ACMG/AMP guidelines. Notably, variants in the mitochondrial DNA polymerase subunit gamma (POLG; c.2246T>C; p.Phe749Ser) and the glutaryl-CoA dehydrogenase (GCDH; c.877G>A; p.Ala293Thr) genes were classified as likely pathogenic and pathogenic, respectively. Genotype-phenotype correlation indicated a potential diagnosis of autosomal dominant progressive external ophthalmoplegia in the patient carrying the POLG variant, whereas the GCDH variant was considered an incidental finding due to a lack of correlation with the characteristics of glutaric aciduria type 1. These findings highlight the diagnostic challenges faced in the African context for patients with HD-like clinical features and call for further validation studies and re-analysis of the WES data using alternative gene panels for the patients for whom no putative pathogenic variants were identifiedItem Investigating the genetic cause of oculocutaneous albinism type 2 in individuals of African descent through exome sequencing(University of the Witwatersrand, Johannesburg, 2024) Mmbi, Phophi Mmapole; Ngcungcu, Thandiswa G.Oculocutaneous Albinism type 2 (OCA2) is a hypopigmentation disorder caused by variants in the OCA2 gene. A 2.7kb intragenic deletion is known to be the common variant that causes OCA2 in individuals of African descent. This variant accounts for 78% of OCA2-causing variant in the Southern African population. The diagnostic utility for individuals who tested either negative or heterozygous for the common 2.7kb deletion remained unsolved. This study reports on the identification of the NM 000275.3:c.1503+5G>A variant found in 3/8 (37.5%) non-2.7kb deletion OCA2 chromosomes within a small sample of OCA2 patients from the Southern African population, strongly suggesting the possibility of a second common variant, pending a larger screening study. This variant has been previously described in this population, but new variant interpretation tools have now permitted its reclassification. Furthermore, limitations encountered during the interpretation of data step in this study highlight the importance of informative clinical and phenotypic data for improved and sensible interpretation of genetic results.Item Sequencing for high-risk type 1 diabetes genotypes in the South African black population using AmpliSeq Nanopore next generation sequencing(University of the Witwatersrand, Johannesburg, 2023) Mathabela, Nomfundo Mathabela; Ali, StuartIntroduction: Type 1 diabetes (T1D) is a chronic autoimmune disorder characterized by the destruction of the -cells of the pancreas, resulting in the inability to produce/maintain insulin. This results in an inability to maintain the blood glucose at homeostasis. Prolonged hyperglycaemia leads to micro- and macro-vascular complications. Thus, it is vital to diagnose and treat patients in a timely manner. It is important to identify individuals at increased risk of developing T1D allowing for appropriate follow ups. Numerous mutations/variants in specific genes confer an increased risk of T1D with the HLA gene accounting for approximately 40-50 % of the risk. Therefore, it is possible that by looking at genetic variation in T1D associated genes we can develop a tool that can determine the likelihood of an individual developing T1D. Study aims and objectives: The development, implementation, and validation of a Nanopore NGS method to sequence and genotype polymorphisms associated with T1D in a cohort of black South Africans which could be used to develop a genetic risk score (GRS) for T1D in this population. In addition, we aimed to compare sequencing results to two HLA genotypes obtained using PCR-RFLP. Method: Participants with T1D (n=19) and control participants (n=5) were genotyped for 12 T1D associated polymorphisms through Ampliseq Nanopore sequencing. In addition, Ion Torrent was used to confirm the Ampliseq Nanopore results. A bioinformatics pipeline that involves reference sequence generation using an in-house script, alignment of sequencing data with the reference sequence, filtering and variant calling was developed. A genetic risk score (GRS) was calculated for the participants. Participants (n=73) were genotyped by PCR-RFLP for the HLA rs2040410 and rs7454108 polymorphisms. Results: Sequencing samples individually was found to have a slightly higher Qscore than samples sequenced in multiplex (9.73 vs. 9.5). Samples sequenced individually had higher average reads (187.60 vs. 151.14 Mb), passed reads (41.47 vs. 25.99 Mb), and estimated bases (54.72 vs. 49.57 Mb) than those sequenced in multiplex. In addition, samples sequenced in a multiplex had higher average failed reads (475.58 Mb) in comparison to those sequenced individually (13.58 Mb). The average percentage difference in sequencing data generated using Ion Torrent compared to Nanopore was 5.67%. Variant calling produced average Phred-scale quality scores of 73.89 for standards (The Coriell Trio) and 89.77 for participants. The GRS calculator was not able to accurately predict which participants had T1D. Discussion and Conclusion: A next generation sequencing method and bioinformatics pipeline for the screening of participants for 645 T1D associated polymorphisms was investigated. The method combined two sequencing techniques i.e., Ion AmpliSeq and Nanopore sequencing to achieve this. The data can then be processed by in-house variant callers. With a larger sample group, this method will be useful for the investigation of genetic variants linked to T1D.Item Characterising the combined eects of cytochrome P450 missense variants within the star allele nomenclature(University of the Witwatersrand, Johannesburg, 2024) Khoza, Nhlamulo; Othman, Houcemeddine; Hazelhurst, ScottGenetic variations in Cytochrome P450 (CYP) enzymes shape drug responses. However, many CYP haplotypes (star alleles) lack functional annotations, posing a barrier to under- standing drug metabolism comprehensively. To address this, our study investigates combined missense variant eects on CYP enzyme structures, analyzing 261 variants across 91 CYP haplotypes. We utilized Normal Mode Analysis (NMA; FoldX and ENCoM) to explore variant impact on protein stability. Subsequently, we conducted Molecular Dynamics (MD) simulations on key alleles, CYP2D6*2 and CYP2D6*17, to reveal star allele impact on protein dynamics. Integrating NMA and MD, we uncover the interactions that collectively shape the conformation and attributes of CYP enzymes. Notably, our investigation highlights significant deviations between wild-type and CYP2D6*17 -encoded proteins in the F/G loop region, pivotal for CYP functionality. Additionally, we compare NMA results with CYP2C9 and CYP2C19 Deep Mutational Scanning (DMS) results, identifying 65% concordance. Furthermore, our NMA predictions show 80% concordance with commonly used Variant Eect Predictor tools. This alignment underscores our approach’s reliability in predicting variant eects. Our study illuminates missense variants’ nuanced impact on CYP protein structures, significant for personalized medicine and drug response prediction, as accurate drug response predictions hinge on a comprehensive understanding of CYP missense variants. Moreover, our study highlights multi-scalemodelling potential for interpreting CYP missense variants, especially in star alleles. The synergy of NMA, MD simulation, and assays like DMS is invaluable, each with distinct strengths and limitations. This research deepens our understanding of the complexity of CYP metabolism profiles, providing insights into the functional assessment of CYP star alleles and missense variants with unknown functional classifications.Item Characterisation of the murine immune response to self-amplifying mRNA sequences encoding Hepatitis B virus surface proteins(University of the Witwatersrand, Johannesburg, 2024) Samudh, Nazia; Bloom, KristieVaccination against Hepatitis B virus (HBV) remains the most effective means of preventing infection. However, approximately 10% of vaccinated individuals fail to develop neutralising antibodies necessitating the development of improved vaccines which target the more immunogenic large HBV surface antigen (L-HBsAg) and can elicit cell-mediated immunity. Although Africa bears a high burden of HBV infections, placing many individuals at risk of contracting the disease, we rely on imported vaccines for prophylactic vaccination programmes. The COVID-19 pandemic was a stark reminder of Africa’s vaccine dependence and since then great interest has been generated in establishing vaccine manufacturing capabilities on the African continent. Herein, we explored the Alphavirus-based self-amplifying RNA (saRNA) vaccine platform to produce dose-sparing HBV vaccines which could contribute to vaccine independence. saRNAs encoding reporter proteins, small HBV surface antigen (S-HBsAg) or L-HBsAg were synthesised by optimised in vitro transcription. Expression of reporter proteins from saRNAs was achieved even at low concentrations and was observed for extended periods of time in vitro. saRNAs encoding S-HBsAg were able to trigger the interferon response in a dose-response manner in vitro, however, this did not hamper antigen expression. Expression of L-HBsAg was achieved but restricted to the intracellular space and will require sequence modification to facilitate secretion. In vivo delivery of saRNAs by electroporation or commercially available cationic liposomes was found to be unsuccessful, and further optimisation of in vivo saRNA delivery is required before determining the prophylactic potential of candidate vaccines. This preliminary study has produced promising results demonstrating the dose-sparing properties and self-adjuvanting nature of the saRNA vaccine platformItem The Utilisation of Genetic Counselling Services Amongst Prenatal Healthcare Providers in Gauteng, South Africa(University of the Witwatersrand, Johannesburg, 2024) Duvenhage, MeganCongenital anomalies and disorders, many being genetic, continue to have high prevalence and mortality rates globally. Prenatal healthcare providers possess the necessary skills to identify these cases before birth and refer patients for genetic counselling. This study aimed to establish the utilisation of genetic counselling services and insights into the perceptions of genetic counselling amongst prenatal healthcare providers in Gauteng, South Africa. By assessing the utilisation of genetic counselling, barriers and facilitators to referrals were highlighted, and recommendations to improve service provisions in the prenatal sector were made. An electronic survey adapted from Thom and Haw (2021) was sent to prenatal healthcare providers in both the public and private healthcare sectors. A total of 54 participants were included in this study. Results show that roughly 74% of participants are able to refer to genetic counselling services, but only 57% had made use of the service. None of the participants were able to identify all appropriate reasons for referral to genetic counselling correctly, and only 24% of participants understood the responsibilities of a genetic counsellor. Misconceptions regarding the scope of practice of genetic counsellors and uncertainties surrounding the referral process were the most significant barriers to referrals. The study revealed that although prenatal healthcare providers in Gauteng are using genetic counselling services, they are not fully utilising the service due to a lack of knowledge surrounding the profession's services. Therefore, there is a need for educational resources to bridge the knowledge gap and improve prenatal healthcare in Gauteng, South Africa