Abstract
In West Africa, tuberculosis (TB) is caused by Mycobacterium tuberculosis sensu stricto (Lineages (L) 1-4) and two geographically restricted M. africanum lineages (L5 and L6). M. africanum contributes significantly to the disease burden yet the biology of both M. africanum lineages is relatively underexplored.
In the Gambia alone, M. africanum L6 , a relatively more attenuated and slower growing pathogen than M. tuberculosis, causes about a third of TB. Biological factors driving the differences observed are largely unknown. The dormancy regulon is known to increase intracellular survival and virulence of M. tuberculosis by facilitating rapid adaptation to the hypoxic environment encountered in the human host. Impaired function of the regulon has been associated with M. tuberculosis attenuation. In this thesis, ex-vivo gene expression in sputa revealed significantly lower expression of dormancy regulon genes in M. africanum L6 when compared to M. tuberculosis L4. Our findings pointed towards lesser aerobic requirements of L6 for survival, indicating L6 was likely pursuing a different survival strategy within the host, compared to M. tuberculosis. As impaired function of the regulon leads to reduced virulence, our findings provide reasons for the attenuated clinical phenotype of M. africanum L6. Weak induction of the dormancy regulon in M. africanum L6 and the preference for hypoxic growth could indicate an adaptation of L6 to latent survival and lower virulence enabling a stable association with its restricted human host range.
Moreover, mpt64, encoding the virulence associated and immunogenic MPT64 protein, the target of a commonly used rapid diagnostic test for identifying MTBC strains in culture was significantly underexpressed in M. africanum L6 compared to M. tuberculosis L4. Beyond providing further reasons for relative attenuation of M. africanum L6 compared to M. tuberculosis, as identification of the M. tuberculosis complex (MTBC) in AFB positive cultures increasingly relies on MPT64 based tests, and misidentification of MTBC as atypical mycobacteria leads to diagnostic and consequently treatment errors, a prospective study was designed to determine if mpt64 gene underexpression translated to lower sensitivity of MPT64 tests in detecting M. africanum L6. In this analysis, we indeed found lower sensitivity of the MPT64 tests for detecting L6 compared to M. tuberculosis lineages. To prevent misclassification, MPT64 negative cultures, particularly in West Africa, should be confirmed as MTBC or Non-tuberculous mycobacteria with more robust molecular tools. Generally, in every setting, novel tests and diagnostics should be evaluated before laboratory implementation.
Studying pathogens at the genomic level enables the discovery of genetic factors responsible for specific phenotypes and provides insights into disease etiology. Using bacterial whole genome sequencing and bioinformatics, mpt64 was interrogated for genomic variations that could drive mpt64 underexpression in M. africanum L6 or reduce the sensitivity of MPT64 rapid test for detecting L6. Several tools for analyzing whole genome sequences have been developed yet there are currently no standardized guidelines or protocols specifying cut-offs and thresholds for whole genome sequence analysis. Therefore, we carried out an evaluation of different bioinformatics pipelines for the best combination of tools for analysis. This evaluation also led to a basic guide for researchers in Africa and other low resource settings for analyzing bacterial whole genome sequencing data locally. In a limited resource setting, Snippy, a wrapper for BWA-MEM, Samtools and Freebayes, was the most suitable analysis pipeline, given its high accuracy in detecting important genomic variations, fast analysis runtimes, economical use of disk space and low computational complexity.
In M. africanum L6, gene underexpression and impaired MPT64 secretion could not be directly attributed to (a) distinctive mutation(s) in mpt64. However, in genes with predicted regulatory interactions with mpt64, multiple non-synonymous mutations, with predicted deleterious effects on protein function, were found. In M. africanum L5, on the other hand, a characteristic mutation in mpt64, also predicted to be deleterious, was detected.
Because nutrient starvation was previously shown to induce mpt64 underexpression and to reduce antigen secretion, genes encoding enzymes required for metabolism of nutrients in the BACTEC MGIT 960 growth media - media used to culture MTBC prior to confirmation with the MPT64 diagnostic - were interrogated for mutations that could affect nutrient metabolism, cause nutrient starvation in L6 and ultimately, reduce mpt64 secretion. This analysis confirmed M. africanum L6 had multiple mutations in key carbon metabolism genes required for optimum use of nutrients in the MGIT 960 growth medium, providing reasons for MPT64 underexpression and reduced antigen secretion by L6 in the MGIT growth system. An improved formulation of the BACTEC MGIT Growth Supplement could increase isolation and detection of M. africanum L6 with the MGIT 960 system and MPT64 rapid tests respectively.
In the Gambia alone, M. africanum L6 , a relatively more attenuated and slower growing pathogen than M. tuberculosis, causes about a third of TB. Biological factors driving the differences observed are largely unknown. The dormancy regulon is known to increase intracellular survival and virulence of M. tuberculosis by facilitating rapid adaptation to the hypoxic environment encountered in the human host. Impaired function of the regulon has been associated with M. tuberculosis attenuation. In this thesis, ex-vivo gene expression in sputa revealed significantly lower expression of dormancy regulon genes in M. africanum L6 when compared to M. tuberculosis L4. Our findings pointed towards lesser aerobic requirements of L6 for survival, indicating L6 was likely pursuing a different survival strategy within the host, compared to M. tuberculosis. As impaired function of the regulon leads to reduced virulence, our findings provide reasons for the attenuated clinical phenotype of M. africanum L6. Weak induction of the dormancy regulon in M. africanum L6 and the preference for hypoxic growth could indicate an adaptation of L6 to latent survival and lower virulence enabling a stable association with its restricted human host range.
Moreover, mpt64, encoding the virulence associated and immunogenic MPT64 protein, the target of a commonly used rapid diagnostic test for identifying MTBC strains in culture was significantly underexpressed in M. africanum L6 compared to M. tuberculosis L4. Beyond providing further reasons for relative attenuation of M. africanum L6 compared to M. tuberculosis, as identification of the M. tuberculosis complex (MTBC) in AFB positive cultures increasingly relies on MPT64 based tests, and misidentification of MTBC as atypical mycobacteria leads to diagnostic and consequently treatment errors, a prospective study was designed to determine if mpt64 gene underexpression translated to lower sensitivity of MPT64 tests in detecting M. africanum L6. In this analysis, we indeed found lower sensitivity of the MPT64 tests for detecting L6 compared to M. tuberculosis lineages. To prevent misclassification, MPT64 negative cultures, particularly in West Africa, should be confirmed as MTBC or Non-tuberculous mycobacteria with more robust molecular tools. Generally, in every setting, novel tests and diagnostics should be evaluated before laboratory implementation.
Studying pathogens at the genomic level enables the discovery of genetic factors responsible for specific phenotypes and provides insights into disease etiology. Using bacterial whole genome sequencing and bioinformatics, mpt64 was interrogated for genomic variations that could drive mpt64 underexpression in M. africanum L6 or reduce the sensitivity of MPT64 rapid test for detecting L6. Several tools for analyzing whole genome sequences have been developed yet there are currently no standardized guidelines or protocols specifying cut-offs and thresholds for whole genome sequence analysis. Therefore, we carried out an evaluation of different bioinformatics pipelines for the best combination of tools for analysis. This evaluation also led to a basic guide for researchers in Africa and other low resource settings for analyzing bacterial whole genome sequencing data locally. In a limited resource setting, Snippy, a wrapper for BWA-MEM, Samtools and Freebayes, was the most suitable analysis pipeline, given its high accuracy in detecting important genomic variations, fast analysis runtimes, economical use of disk space and low computational complexity.
In M. africanum L6, gene underexpression and impaired MPT64 secretion could not be directly attributed to (a) distinctive mutation(s) in mpt64. However, in genes with predicted regulatory interactions with mpt64, multiple non-synonymous mutations, with predicted deleterious effects on protein function, were found. In M. africanum L5, on the other hand, a characteristic mutation in mpt64, also predicted to be deleterious, was detected.
Because nutrient starvation was previously shown to induce mpt64 underexpression and to reduce antigen secretion, genes encoding enzymes required for metabolism of nutrients in the BACTEC MGIT 960 growth media - media used to culture MTBC prior to confirmation with the MPT64 diagnostic - were interrogated for mutations that could affect nutrient metabolism, cause nutrient starvation in L6 and ultimately, reduce mpt64 secretion. This analysis confirmed M. africanum L6 had multiple mutations in key carbon metabolism genes required for optimum use of nutrients in the MGIT 960 growth medium, providing reasons for MPT64 underexpression and reduced antigen secretion by L6 in the MGIT growth system. An improved formulation of the BACTEC MGIT Growth Supplement could increase isolation and detection of M. africanum L6 with the MGIT 960 system and MPT64 rapid tests respectively.
Original language | English |
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Qualification | Doctor of Philosophy |
Awarding Institution |
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Supervisors/Advisors |
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Award date | 23-Oct-2017 |
Place of Publication | Antwerp |
Publisher | |
Publication status | Published - 2017 |
Keywords
- B780-tropical-medicine