Browsing by Author "Warren, Rob"

Now showing 1 - 3 of 3
  • Thumbnail Image
    Item
    Open Access
    Baseline Predictors of Sputum Culture Conversion in Pulmonary Tuberculosis: Importance of Cavities, Smoking, Time to Detection and W-Beijing Genotype
    (Public Library of Science, 2012) Visser, Marianne E; Stead, Michael C; Walzl, Gerhard; Warren, Rob; Schomaker, Michael; Grewal, Harleen M S; Swart, Elizabeth C; Maartens, Gary
    BACKGROUND: Time to detection (TTD) on automated liquid mycobacterial cultures is an emerging biomarker of tuberculosis outcomes. The M. tuberculosis W-Beijing genotype is spreading globally, indicating a selective advantage. There is a paucity of data on the association between baseline TTD and W-Beijing genotype and tuberculosis outcomes. Aim To assess baseline predictors of failure of sputum culture conversion, within the first 2 months of antitubercular therapy, in participants with pulmonary tuberculosis. Design Between May 2005 and August 2008 we conducted a prospective cohort study of time to sputum culture conversion in ambulatory participants with first episodes of smear and culture positive pulmonary tuberculosis attending two primary care clinics in Cape Town, South Africa. Rifampicin resistance (diagnosed on phenotypic susceptibility testing) was an exclusion criterion. Sputum was collected weekly for 8 weeks for mycobacterial culture on liquid media (BACTEC MGIT 960). Due to missing data, multiple imputation was performed. Time to sputum culture conversion was analysed using a Cox-proportional hazards model. Bayesian model averaging determined the posterior effect probability for each variable. RESULTS: 113 participants were enrolled (30.1% female, 10.5% HIV-infected, 44.2% W-Beijing genotype, and 89% cavities). On Kaplan Meier analysis 50.4% of participants underwent sputum culture conversion by 8 weeks. The following baseline factors were associated with slower sputum culture conversion: TTD (adjusted hazard ratio (aHR) = 1.11, 95% CI 1.02; 1.2), lung cavities (aHR = 0.13, 95% CI 0.02; 0.95), ever smoking (aHR = 0.32, 95% CI 0.1; 1.02) and the W-Beijing genotype (aHR = 0.51, 95% CI 0.25; 1.07). On Bayesian model averaging, posterior probability effects were strong for TTD, lung cavitation and smoking and moderate for W-Beijing genotype. CONCLUSION: We found that baseline TTD, smoking, cavities and W-Beijing genotype were associated with delayed 2 month sputum culture. Larger studies are needed to confirm the relationship between the W-Beijing genotype and sputum culture conversion.
  • Thumbnail Image
    Item
    Restricted
    Microbiological, genomic and transcriptomic analyses of human tuberculosis lung cavities
    (2016) Lenders, Laura Mary; Dheda, Keertan; Warren, Rob; Davids, Malika
    BACKGROUND: Tuberculosis (TB) remains out of control globally. Recent promising vaccine candidates have failed in clinical trials and host immunity in the lung remains poorly understood. Pathogenesis of pulmonary cavitation, the basis of TB transmission, is poorly understood. The degree of heteroresistance in the human lung remains unclear. METHODOLOGY: Multi- and extensively drug-resistant TB (MDR- and XDR-TB) patients scheduled for therapeutic lung resection surgery in Cape Town were prospectively recruited. Biopsies were obtained from specific positions in and around cavities. Drug-susceptibility testing, strain-type determination, whole-genome sequencing, and whole-transcriptome shotgun sequencing was conducted. RESULTS: Samples were obtained from 2 MDR-TB, 1 pre-XDR-TB and 12 XDR-TB patients, and 10 non- TB controls. There was considerable heterogeneity between sputum and the cavity with respect to genomic and phenotypic profiles of several drugs including ethambutol, moxifloxacin and paraaminosalicylic acid. An anatomically distinct whole-transcriptome-based pathophysiological map of TB cavities was constructed. RNA sequence reads, of which 31% were splice variants, mapped to 19,049 annotated human genes. In peri-cavitary normal-appearing tissue only 33% of pathways showed significant expression change, despite having a similar bacillary burden to diseased tissue. However, in the cavity wall 72% of pathways showed high-intensity increased expression. By contrast, in the cavity center with a high bacillary burden, 53% of these pathways were massively downregulated, differing from airways and sputum. In particular, several neuroendocrine pathways (dopamine, glutamate, synaptic long-term signalling) were significantly downregulated together with those encoding for calcium, retinoic acid-inducible gene-1, and other pathogen-recognition receptors. However, genes encoding for eukaryotic initiation factor-2, triggering receptor expressed on myeloid cell-1 and peroxisome proliferator activated receptor gamma-signalling, amongst others, were upregulated. CONCLUSION: Heterogeneity in genomic and phenotypic profiles within different parts of the cavity and sputum suggests dynamic responses of mycobacterial populations, likely, under the selective pressure of treatment, which has implications for the interpretation and development of TB-specific diagnostic tests. These data may also have important implications for understanding the pathogenesis of failed host immunity and have uncovered several, hitherto, unrecognized pathways and targets that may be useful for the design of vaccines, host-directed therapies, and transmission prevention.
  • Thumbnail Image
    Item
    Open Access
    Recombination in pe/ppe genes contributes to genetic variation in Mycobacterium tuberculosis lineages
    (BioMed Central, 2016-02-29) Phelan, Jody E; Coll, Francesc; Bergval, Indra; Anthony, Richard M; Warren, Rob; Sampson, Samantha L; Gey van Pittius, Nicolaas C; Glynn, Judith R; Crampin, Amelia C; Alves, Adriana; Bessa, Theolis B; Campino, Susana; Dheda, Keertan; Grandjean, Louis; Hasan, Rumina; Hasan, Zahra; Miranda, Anabela; Moore, David; Panaiotov, Stefan; Perdigao, Joao; Portugal, Isabel; Sheen, Patricia; de Oliveira Sousa, Erivelton; Streicher, Elizabeth M; van Helden, Paul D; Viveiros, Miguel; Hibberd, Martin L; Pain, Arnab; McNerney, Ruth; Clark, Taane G
    Background: Approximately 10 % of the Mycobacterium tuberculosis genome is made up of two families of genes that are poorly characterized due to their high GC content and highly repetitive nature. The PE and PPE families are typified by their highly conserved N-terminal domains that incorporate proline-glutamate (PE) and proline-proline-glutamate (PPE) signature motifs. They are hypothesised to be important virulence factors involved with host-pathogen interactions, but their high genetic variability and complexity of analysis means they are typically disregarded in genome studies. Results: To elucidate the structure of these genes, 518 genomes from a diverse international collection of clinical isolates were de novo assembled. A further 21 reference M. tuberculosis complex genomes and long read sequence data were used to validate the approach. SNP analysis revealed that variation in the majority of the 168 pe/ppe genes studied was consistent with lineage. Several recombination hotspots were identified, notably pe_pgrs3 and pe_pgrs17. Evidence of positive selection was revealed in 65 pe/ppe genes, including epitopes potentially binding to major histocompatibility complex molecules. Conclusions: This, the first comprehensive study of the pe and ppe genes, provides important insight into M. tuberculosis diversity and has significant implications for vaccine development.