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1.
mBio ; : e0236323, 2023 Oct 31.
Article in English | MEDLINE | ID: mdl-37905920

ABSTRACT

To address the ongoing global tuberculosis crisis, there is a need for shorter, more effective treatments. A major reason why tuberculosis requires prolonged treatment is that, following a short initial phase of rapid killing, the residual Mycobacterium tuberculosis withstands drug killing. Because existing methods lack sensitivity to quantify low-abundance mycobacterial RNA in drug-treated animals, cellular adaptations of drug-exposed bacterial phenotypes in vivo remain poorly understood. Here, we used a novel RNA-seq method called SEARCH-TB to elucidate the Mycobacterium tuberculosis transcriptome in mice treated for up to 28 days with standard doses of isoniazid, rifampin, pyrazinamide, and ethambutol. We compared murine results with in vitro SEARCH-TB results during exposure to the same regimen. Treatment suppressed genes associated with growth, transcription, translation, synthesis of rRNA proteins, and immunogenic secretory peptides. Bacteria that survived prolonged treatment appeared to transition from ATP-maximizing respiration toward lower-efficiency pathways and showed modification and recycling of cell wall components, large-scale regulatory reprogramming, and reconfiguration of efflux pump expression. Although the pre-treatment in vivo and in vitro transcriptomes differed profoundly, genes differentially expressed following treatment in vivo and in vitro were similar, with differences likely attributable to immunity and drug pharmacokinetics in mice. These results reveal cellular adaptations of Mycobacterium tuberculosis that withstand prolonged drug exposure in vivo, demonstrating proof of concept that SEARCH-TB is a highly granular pharmacodynamic readout. The surprising finding that differential expression is concordant in vivo and in vitro suggests that insights from transcriptional analyses in vitro may translate to the mouse. IMPORTANCE A major reason that curing tuberculosis requires prolonged treatment is that drug exposure changes bacterial phenotypes. The physiologic adaptations of Mycobacterium tuberculosis that survive drug exposure in vivo have been obscure due to low sensitivity of existing methods in drug-treated animals. Using the novel SEARCH-TB RNA-seq platform, we elucidated Mycobacterium tuberculosis phenotypes in mice treated for with the global standard 4-drug regimen and compared them with the effect of the same regimen in vitro. This first view of the transcriptome of the minority Mycobacterium tuberculosis population that withstands treatment in vivo reveals adaptation of a broad range of cellular processes, including a shift in metabolism and cell wall modification. Surprisingly, the change in gene expression induced by treatment in vivo and in vitro was largely similar. This apparent "portability" from in vitro to the mouse provides important new context for in vitro transcriptional analyses that may support early preclinical drug evaluation.

2.
bioRxiv ; 2023 Mar 08.
Article in English | MEDLINE | ID: mdl-36945388

ABSTRACT

Transcriptome evaluation of Mycobacterium tuberculosis in the lungs of laboratory animals during long-term treatment has been limited by extremely low abundance of bacterial mRNA relative to eukaryotic RNA. Here we report a targeted amplification RNA sequencing method called SEARCH-TB. After confirming that SEARCH-TB recapitulates conventional RNA-seq in vitro, we applied SEARCH-TB to Mycobacterium tuberculosis-infected BALB/c mice treated for up to 28 days with the global standard isoniazid, rifampin, pyrazinamide, and ethambutol regimen. We compared results in mice with 8-day exposure to the same regimen in vitro. After treatment of mice for 28 days, SEARCH-TB suggested broad suppression of genes associated with bacterial growth, transcription, translation, synthesis of rRNA proteins and immunogenic secretory peptides. Adaptation of drug-stressed Mycobacterium tuberculosis appeared to include a metabolic transition from ATP-maximizing respiration towards lower-efficiency pathways, modification and recycling of cell wall components, large-scale regulatory reprogramming, and reconfiguration of efflux pumps expression. Despite markedly different expression at pre-treatment baseline, murine and in vitro samples had broadly similar transcriptional change during treatment. The differences observed likely indicate the importance of immunity and pharmacokinetics in the mouse. By elucidating the long-term effect of tuberculosis treatment on bacterial cellular processes in vivo, SEARCH-TB represents a highly granular pharmacodynamic monitoring tool with potential to enhance evaluation of new regimens and thereby accelerate progress towards a new generation of more effective tuberculosis treatment.

3.
Nat Commun ; 12(1): 2899, 2021 05 18.
Article in English | MEDLINE | ID: mdl-34006838

ABSTRACT

There is urgent need for new drug regimens that more rapidly cure tuberculosis (TB). Existing TB drugs and regimens vary in treatment-shortening activity, but the molecular basis of these differences is unclear, and no existing assay directly quantifies the ability of a drug or regimen to shorten treatment. Here, we show that drugs historically classified as sterilizing and non-sterilizing have distinct impacts on a fundamental aspect of Mycobacterium tuberculosis physiology: ribosomal RNA (rRNA) synthesis. In culture, in mice, and in human studies, measurement of precursor rRNA reveals that sterilizing drugs and highly effective drug regimens profoundly suppress M. tuberculosis rRNA synthesis, whereas non-sterilizing drugs and weaker regimens do not. The rRNA synthesis ratio provides a readout of drug effect that is orthogonal to traditional measures of bacterial burden. We propose that this metric of drug activity may accelerate the development of shorter TB regimens.


Subject(s)
Antitubercular Agents/administration & dosage , Mycobacterium tuberculosis/drug effects , RNA Precursors/metabolism , RNA, Ribosomal/metabolism , Tuberculosis/drug therapy , Animals , Disease Models, Animal , Female , Humans , Mice, Inbred BALB C , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/physiology , RNA Precursors/genetics , RNA, Bacterial/genetics , RNA, Bacterial/metabolism , RNA, Ribosomal/genetics , Treatment Outcome , Tuberculosis/diagnosis , Tuberculosis/microbiology
4.
Nat Biotechnol ; 36(8): 738-745, 2018 09.
Article in English | MEDLINE | ID: mdl-30010676

ABSTRACT

The emergence of pathogens resistant to existing antimicrobial drugs is a growing worldwide health crisis that threatens a return to the pre-antibiotic era. To decrease the overuse of antibiotics, molecular diagnostics systems are needed that can rapidly identify pathogens in a clinical sample and determine the presence of mutations that confer drug resistance at the point of care. We developed a fully integrated, miniaturized semiconductor biochip and closed-tube detection chemistry that performs multiplex nucleic acid amplification and sequence analysis. The approach had a high dynamic range of quantification of microbial load and was able to perform comprehensive mutation analysis on up to 1,000 sequences or strands simultaneously in <2 h. We detected and quantified multiple DNA and RNA respiratory viruses in clinical samples with complete concordance to a commercially available test. We also identified 54 drug-resistance-associated mutations that were present in six genes of Mycobacterium tuberculosis, all of which were confirmed by next-generation sequencing.


Subject(s)
DNA Viruses/drug effects , Genotype , Mycobacterium tuberculosis/drug effects , RNA Viruses/drug effects , Semiconductors , Colony Count, Microbial , DNA Probes , DNA Viruses/genetics , DNA Viruses/isolation & purification , DNA, Viral/analysis , Drug Resistance, Bacterial/genetics , Drug Resistance, Viral/genetics , Feasibility Studies , Genome, Bacterial , Humans , Miniaturization , Mutation , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/isolation & purification , Nucleic Acid Amplification Techniques , RNA Viruses/genetics , RNA Viruses/isolation & purification , RNA, Viral/analysis
6.
Tuberculosis (Edinb) ; 104: 58-64, 2017 05.
Article in English | MEDLINE | ID: mdl-28454650

ABSTRACT

Mycobacterium africanum lineage (L) 6 is an important pathogen in West Africa, causing up to 40% of pulmonary tuberculosis (TB). The biology underlying the clinical differences between M. africanum and M. tuberculosis sensu stricto remains poorly understood. We performed ex vivo expression of 2179 genes of the most geographically dispersed cause of human TB, M. tuberculosis L4 and the geographically restricted, M. africanum L6 directly from sputa of 11 HIV-negative TB patients from The Gambia who had not started treatment. The DosR regulon was the most significantly decreased category in L6 relative to L4. Further, we identified nonsynonymous mutations in major DosR regulon genes of 44 L6 genomes of TB patients from The Gambia and Ghana. Using Lebek's test, we assessed differences in oxygen requirements for growth. L4 grew only at the aerobic surface while L6 grew throughout the medium. In the host, the DosR regulon is critical for M. tuberculosis in adaptation to oxygen limitation. However, M. africanum L6 appears to have adapted to growth under hypoxic conditions or to different biological niches. The observed under expression of DosR in L6 fits with the genomic changes in DosR genes, microaerobic growth and the association with extrapulmonary disease.


Subject(s)
Bacterial Proteins/genetics , Mycobacterium tuberculosis/genetics , Protein Kinases/genetics , Sputum/microbiology , Tuberculosis, Pulmonary/microbiology , Adaptation, Physiological , DNA-Binding Proteins , Gambia/epidemiology , Gene Expression Regulation, Bacterial , Genotype , Ghana/epidemiology , Humans , Molecular Epidemiology , Mycobacterium tuberculosis/growth & development , Mycobacterium tuberculosis/isolation & purification , Oxygen/metabolism , Phenotype , Polymorphism, Single Nucleotide , Tuberculosis, Pulmonary/epidemiology
8.
Sci Rep ; 6: 37793, 2016 11 28.
Article in English | MEDLINE | ID: mdl-27892960

ABSTRACT

New strategies are needed to develop better tools to control TB, including identification of novel antigens for vaccination. Such Mtb antigens must be expressed during Mtb infection in the major target organ, the lung, and must be capable of eliciting human immune responses. Using genome-wide transcriptomics of Mtb infected lungs we developed data sets and methods to identify IVE-TB (in-vivo expressed Mtb) antigens expressed in the lung. Quantitative expression analysis of 2,068 Mtb genes from the predicted first operons identified the most upregulated IVE-TB genes during in-vivo pulmonary infection. By further analysing high-level conservation among whole-genome sequenced Mtb-complex strains (n = 219) and algorithms predicting HLA-class-Ia and II presented epitopes, we selected the most promising IVE-TB candidate antigens. Several of these were recognized by T-cells from in-vitro Mtb-PPD and ESAT6/CFP10-positive donors by proliferation and multi-cytokine production. This was validated in an independent cohort of latently Mtb-infected individuals. Significant T-cell responses were observed in the absence of IFN-γ-production. Collectively, the results underscore the power of our novel antigen discovery approach in identifying Mtb antigens, including those that induce unconventional T-cell responses, which may provide important novel tools for TB vaccination and biomarker profiling. Our generic approach is applicable to other infectious diseases.


Subject(s)
Algorithms , Antigens, Bacterial/immunology , Cytokines/metabolism , Genome, Human , T-Lymphocytes/immunology , Animals , Cell Proliferation , Cohort Studies , Computer Simulation , Gene Expression Regulation , Humans , Immunodominant Epitopes/immunology , Leukocytes, Mononuclear/metabolism , Mice, Inbred C57BL , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/immunology , Up-Regulation
9.
Nat Med ; 22(10): 1094-1100, 2016 10.
Article in English | MEDLINE | ID: mdl-27595324

ABSTRACT

The absence of a gold standard to determine when antibiotics induce a sterilizing cure has confounded the development of new approaches to treat pulmonary tuberculosis (PTB). We detected positron emission tomography and computerized tomography (PET-CT) imaging response patterns consistent with active disease, along with the presence of Mycobacterium tuberculosis (MTB) mRNA in sputum and bronchoalveolar lavage samples, in a substantial proportion of adult, HIV-negative patients with PTB after a standard 6-month treatment plus 1 year follow-up, including patients with a durable cure and others who later developed recurrent disease. The presence of MTB mRNA in the context of nonresolving and intensifying lesions on PET-CT images might indicate ongoing transcription, suggesting that even apparently curative treatment for PTB may not eradicate all of the MTB bacteria in most patients. This suggests an important complementary role for the immune response in maintaining a disease-free state. Sterilizing drugs or host-directed therapies, and better treatment response markers, are probably needed for the successful development of improved and shortened PTB-treatment strategies.


Subject(s)
Lung/diagnostic imaging , Mycobacterium tuberculosis/genetics , RNA, Messenger/metabolism , Tuberculosis, Pulmonary/diagnostic imaging , Adolescent , Adult , Aged , Antitubercular Agents/therapeutic use , Bronchoalveolar Lavage Fluid , Female , Humans , Lung/metabolism , Lung/microbiology , Male , Middle Aged , Positron Emission Tomography Computed Tomography , South Africa , Sputum/metabolism , Tuberculosis, Pulmonary/drug therapy , Young Adult
10.
Tuberculosis (Edinb) ; 100: 89-94, 2016 09.
Article in English | MEDLINE | ID: mdl-27553415

ABSTRACT

Pathogen-targeted transcriptional profiling in human sputum may elucidate the physiologic state of Mycobacterium tuberculosis (M. tuberculosis) during infection and treatment. However, whether M. tuberculosis transcription in sputum recapitulates transcription in the lung is uncertain. We therefore compared M. tuberculosis transcription in human sputum and bronchoalveolar lavage (BAL) samples from 11 HIV-negative South African patients with pulmonary tuberculosis. We additionally compared these clinical samples with in vitro log phase aerobic growth and hypoxic non-replicating persistence (NRP-2). Of 2179 M. tuberculosis transcripts assayed in sputum and BAL via multiplex RT-PCR, 194 (8.9%) had a p-value <0.05, but none were significant after correction for multiple testing. Categorical enrichment analysis indicated that expression of the hypoxia-responsive DosR regulon was higher in BAL than in sputum. M. tuberculosis transcription in BAL and sputum was distinct from both aerobic growth and NRP-2, with a range of 396-1020 transcripts significantly differentially expressed after multiple testing correction. Collectively, our results indicate that M. tuberculosis transcription in sputum approximates M. tuberculosis transcription in the lung. Minor differences between M. tuberculosis transcription in BAL and sputum suggested lower oxygen concentrations or higher nitric oxide concentrations in BAL. M. tuberculosis-targeted transcriptional profiling of sputa may be a powerful tool for understanding M. tuberculosis pathogenesis and monitoring treatment responses in vivo.


Subject(s)
Bronchoalveolar Lavage Fluid/microbiology , Mycobacterium tuberculosis/genetics , Sputum/microbiology , Tuberculosis, Pulmonary/microbiology , Adult , Antitubercular Agents/pharmacology , Bacterial Proteins/metabolism , DNA-Binding Proteins , Drug Monitoring/methods , Gene Expression Profiling/methods , Gene Expression Regulation, Bacterial/drug effects , Genes, Bacterial , Humans , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/isolation & purification , Protein Kinases/metabolism , RNA, Bacterial/analysis , RNA, Messenger/analysis , Specimen Handling/methods , Transcription, Genetic/drug effects
11.
J Infect Dis ; 214(8): 1205-11, 2016 10 15.
Article in English | MEDLINE | ID: mdl-27534685

ABSTRACT

BACKGROUND: It is unknown whether immunosuppression influences the physiologic state of Mycobacterium tuberculosis in vivo. We evaluated the impact of host immunity by comparing M. tuberculosis and human gene transcription in sputum between human immunodeficiency virus (HIV)-infected and uninfected patients with tuberculosis. METHODS: We collected sputum specimens before treatment from Gambians and Ugandans with pulmonary tuberculosis, revealed by positive results of acid-fast bacillus smears. We quantified expression of 2179 M. tuberculosis genes and 234 human immune genes via quantitative reverse transcription-polymerase chain reaction. We summarized genes from key functional categories with significantly increased or decreased expression. RESULTS: A total of 24 of 65 patients with tuberculosis were HIV infected. M. tuberculosis DosR regulon genes were less highly expressed among HIV-infected patients with tuberculosis than among HIV-uninfected patients with tuberculosis (Gambia, P < .0001; Uganda, P = .037). In profiling of human genes from the same sputa, HIV-infected patients had 3.4-fold lower expression of IFNG (P = .005), 4.9-fold higher expression of ARG1 (P = .0006), and 3.4-fold higher expression of IL10 (P = .0002) than in HIV-uninfected patients with tuberculosis. CONCLUSIONS: M. tuberculosis in HIV-infected patients had lower expression of the DosR regulon, a critical metabolic and immunomodulatory switch induced by NO, carbon monoxide, and hypoxia. Our human data suggest that decreased DosR expression may result from alternative pathway activation of macrophages, with consequent decreased NO expression and/or by poor granuloma formation with consequent decreased hypoxic stress.


Subject(s)
Adaptation, Physiological/immunology , HIV Infections/immunology , HIV Infections/microbiology , Mycobacterium tuberculosis/immunology , Tuberculosis, Pulmonary/immunology , Adult , Bacterial Proteins/genetics , DNA-Binding Proteins , Gambia , Granuloma/genetics , Granuloma/immunology , Granuloma/microbiology , HIV Infections/genetics , Humans , Hypoxia/immunology , Hypoxia/microbiology , Macrophages/immunology , Macrophages/microbiology , Mycobacterium tuberculosis/genetics , Nitrogen Oxides/immunology , Protein Kinases/genetics , Regulon/genetics , Regulon/immunology , Sputum/microbiology , Transcription, Genetic/genetics , Transcription, Genetic/immunology , Tuberculosis, Pulmonary/genetics , Tuberculosis, Pulmonary/microbiology , Uganda
12.
PLoS Negl Trop Dis ; 10(7): e0004801, 2016 07.
Article in English | MEDLINE | ID: mdl-27387550

ABSTRACT

BACKGROUND: MPT64 rapid speciation tests are increasingly being used in diagnosis of tuberculosis (TB). Mycobacterium africanum West Africa 2 (Maf 2) remains an important cause of TB in West Africa and causes one third of disease in The Gambia. Since the introduction of MPT64 antigen tests, a higher than expected rate of suspected non-tuberculous mycobacteria (NTM) was seen among AFB smear positive TB suspects, which led us to prospectively assess sensitivity of the MPT64 antigen test in our setting. METHODOLOGY/PRINCIPAL FINDINGS: We compared the abundance of mRNA encoded by the mpt64 gene in sputa of patients with untreated pulmonary TB caused by Maf 2 and Mycobacterium tuberculosis (Mtb). Subsequently, prospectively collected sputum samples from presumptive TB patients were inoculated in the BACTEC MGIT 960 System. One hundred and seventy-three acid fast bacilli (AFB)-positive and blood agar negative MGIT cultures were included in the study. Cultures were tested on the day of MGIT positivity with the BD MGIT TBc Identification Test. A random set of positives and all negatives were additionally tested with the SD Bioline Ag MPT64 Rapid. MPT64 negative cultures were further incubated at 37°C and retested until positive. Bacteria were spoligotyped and assigned to different lineages. Maf 2 isolates were 2.52-fold less likely to produce a positive test result and sensitivity ranged from 78.4% to 84.3% at the beginning and end of the recommended 10 day testing window, respectively. There was no significant difference between the tests. We further showed that the decreased rapid test sensitivity was attributable to variations in mycobacterial growth behavior and the smear grades of the patient. CONCLUSIONS/SIGNIFICANCE: In areas where Maf 2 is endemic MPT64 tests should be cautiously used and MPT64 negative results confirmed by a second technique, such as nucleic acid amplification tests, to avoid their misclassification as NTMs.


Subject(s)
Bacterial Typing Techniques/methods , Mycobacterium tuberculosis/isolation & purification , Tuberculosis, Pulmonary/microbiology , Adolescent , Adult , Aged , Antigens, Bacterial/analysis , Bacterial Proteins/analysis , Female , Gambia , Humans , Male , Middle Aged , Mycobacterium tuberculosis/classification , Mycobacterium tuberculosis/genetics , Prospective Studies , Sensitivity and Specificity , Sputum/microbiology , Tuberculosis, Pulmonary/diagnosis , Young Adult
13.
J Infect Dis ; 212(6): 990-8, 2015 Sep 15.
Article in English | MEDLINE | ID: mdl-25762787

ABSTRACT

BACKGROUND: Treatment initiation rapidly kills most drug-susceptible Mycobacterium tuberculosis, but a bacterial subpopulation tolerates prolonged drug exposure. We evaluated drug-tolerant bacilli in human sputum by comparing messenger RNA (mRNA) expression of drug-tolerant bacilli that survive the early bactericidal phase with treatment-naive bacilli. METHODS: M. tuberculosis gene expression was quantified via reverse-transcription polymerase chain reaction in serial sputa from 17 Ugandans treated for drug-susceptible pulmonary tuberculosis. RESULTS: Within 4 days, bacterial mRNA abundance declined >98%, indicating rapid killing. Thereafter, the rate of decline slowed >94%, indicating drug tolerance. After 14 days, 16S ribosomal RNA transcripts/genome declined 96%, indicating slow growth. Drug-tolerant bacilli displayed marked downregulation of genes associated with growth, metabolism, and lipid synthesis and upregulation in stress responses and key regulatory categories-including stress-associated sigma factors, transcription factors, and toxin-antitoxin genes. Drug efflux pumps were upregulated. The isoniazid stress signature was induced by initial drug exposure, then disappeared after 4 days. CONCLUSIONS: Transcriptional patterns suggest that drug-tolerant bacilli in sputum are in a slow-growing, metabolically and synthetically downregulated state. Absence of the isoniazid stress signature in drug-tolerant bacilli indicates that physiological state influences drug responsiveness in vivo. These results identify novel drug targets that should aid in development of novel shorter tuberculosis treatment regimens.


Subject(s)
Antitubercular Agents/therapeutic use , Drug Resistance, Bacterial/genetics , Gene Expression Regulation, Bacterial/drug effects , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/metabolism , Tuberculosis, Pulmonary/microbiology , Adaptation, Physiological , Antitubercular Agents/pharmacology , Humans , Mycobacterium tuberculosis/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sputum/microbiology , Transcription, Genetic , Transcriptome , Tuberculosis, Pulmonary/drug therapy , Tuberculosis, Pulmonary/epidemiology , Uganda/epidemiology
14.
BMC Genomics ; 16: 34, 2015 Feb 05.
Article in English | MEDLINE | ID: mdl-25649146

ABSTRACT

BACKGROUND: The human pathogen Mycobacterium tuberculosis has the capacity to escape eradication by professional phagocytes. During infection, M. tuberculosis resists the harsh environment of phagosomes and actively manipulates macrophages and dendritic cells to ensure prolonged intracellular survival. In contrast to other intracellular pathogens, it has remained difficult to capture the transcriptome of mycobacteria during infection due to an unfavorable host-to-pathogen ratio. RESULTS: We infected the human macrophage-like cell line THP-1 with the attenuated M. tuberculosis surrogate M. bovis Bacillus Calmette-Guérin (M. bovis BCG). Mycobacterial RNA was up to 1000-fold underrepresented in total RNA preparations of infected host cells. We employed microbial enrichment combined with specific ribosomal RNA depletion to simultaneously analyze the transcriptional responses of host and pathogen during infection by dual RNA sequencing. Our results confirm that mycobacterial pathways for cholesterol degradation and iron acquisition are upregulated during infection. In addition, genes involved in the methylcitrate cycle, aspartate metabolism and recycling of mycolic acids were induced. In response to M. bovis BCG infection, host cells upregulated de novo cholesterol biosynthesis presumably to compensate for the loss of this metabolite by bacterial catabolism. CONCLUSIONS: Dual RNA sequencing allows simultaneous capture of the global transcriptome of host and pathogen, during infection. However, mycobacteria remained problematic due to their relatively low number per host cell resulting in an unfavorable bacterium-to-host RNA ratio. Here, we use a strategy that combines enrichment for bacterial transcripts and dual RNA sequencing to provide the most comprehensive transcriptome of intracellular mycobacteria to date. The knowledge acquired into the pathogen and host pathways regulated during infection may contribute to a solid basis for the deployment of novel intervention strategies to tackle infection.


Subject(s)
Cholesterol/biosynthesis , Host-Pathogen Interactions/genetics , Mycobacterium tuberculosis/genetics , Tuberculosis/genetics , Animals , Cattle , Cholesterol/genetics , Dendritic Cells/metabolism , Dendritic Cells/microbiology , Gene Expression Regulation, Bacterial/drug effects , High-Throughput Nucleotide Sequencing , Humans , Macrophages/microbiology , Mycobacterium bovis/pathogenicity , Mycobacterium tuberculosis/pathogenicity , Phagocytes/metabolism , Phagocytes/microbiology , Transcriptome/drug effects , Tuberculosis/microbiology
15.
Anal Biochem ; 458: 11-3, 2014 Aug 01.
Article in English | MEDLINE | ID: mdl-24780223

ABSTRACT

Advances in multiplex qRT-PCR have enabled increasingly accurate and robust quantification of RNA, even at lower concentrations, facilitating RNA expression profiling in clinical and environmental samples. Here we describe a data-driven qRT-PCR normalization method, the minimum variance method, and evaluate it on clinically derived Mycobacterium tuberculosis samples with variable transcript detection percentages. For moderate to significant amounts of nondetection (∼50%), our minimum variance method consistently produces the lowest false discovery rates compared to commonly used data-driven normalization methods.


Subject(s)
Genome, Bacterial , Mycobacterium tuberculosis/genetics , RNA/analysis , Real-Time Polymerase Chain Reaction , Humans , Mycobacterium tuberculosis/isolation & purification , Sputum/microbiology
16.
Proc Natl Acad Sci U S A ; 111(3): 1096-101, 2014 Jan 21.
Article in English | MEDLINE | ID: mdl-24395772

ABSTRACT

A central goal in vaccine research is the identification of relevant antigens. The Mycobacterium tuberculosis chromosome encodes 23 early secretory antigenic target (ESAT-6) family members that mostly are localized as gene pairs. In proximity to five of the gene pairs are ESX secretion systems involved in the secretion of the ESAT-6 family proteins. Here, we performed a detailed and systematic investigation of the vaccine potential of five possible Esx dimer substrates, one for each of the five ESX systems. On the basis of gene transcription during infection, immunogenicity, and protective capacity in a mouse aerosol challenge model, we identified the ESX dimer substrates EsxD-EsxC, ExsG-EsxH, and ExsW-EsxV as the most promising vaccine candidates and combined them in a fusion protein, H65. Vaccination with H65 gave protection at the level of bacillus Calmette-Guérin, and the fusion protein exhibited high predicted population coverage in high endemic regions. H65 thus constitutes a promising vaccine candidate devoid of antigen 85 and fully compatible with current ESAT-6 and culture filtrate protein 10-based diagnostics.


Subject(s)
Tuberculosis Vaccines/immunology , Tuberculosis/prevention & control , Alleles , Animals , Antigens, Bacterial/immunology , BCG Vaccine/immunology , Bacterial Proteins/immunology , CD4 Antigens/metabolism , Colony-Forming Units Assay , Epitopes/immunology , Female , Flow Cytometry , Gene Expression Regulation, Viral , HLA Antigens/metabolism , Humans , Mice , Mycobacterium bovis/immunology , Mycobacterium tuberculosis/immunology , Phylogeny , Protein Multimerization , T-Lymphocytes/immunology , Tuberculosis/immunology
17.
PLoS One ; 8(12): e80579, 2013.
Article in English | MEDLINE | ID: mdl-24349004

ABSTRACT

The ESX systems from Mycobacterium tuberculosis are responsible for the secretion of highly immunogenic proteins of key importance for bacterial survival and growth. The two prototypic proteins, ESAT-6 (EsxA from ESX-1) and TB10.4 (EsxH from ESX-3) share a lot of characteristics regarding genome organization, size, antigenic properties, and vaccine potential but the two molecules clearly have very different roles in bacterial physiology. To further investigate the role of ESAT-6 and TB10.4 as preventive and post-exposure tuberculosis vaccines, we evaluated four different fusion-protein vaccines; H1, H4, H56 and H28, that differ only in these two components. We found that all of these vaccines give rise to protection in a conventional prophylactic vaccination model. In contrast, only the ESAT-6-containing vaccines resulted in significant protection against reactivation, when administered post-exposure. This difference in post-exposure activity did not correlate with a difference in gene expression during infection or a differential magnitude or quality of the vaccine-specific CD4 T cells induced by ESAT-6 versus TB10.4-containing vaccines. The post-exposure effect of the ESAT-6 based vaccines was found to be influenced by the infectious load at the time-point of vaccination and was abolished in chronically infected animals with high bacterial loads at the onset of vaccination. Our data demonstrate that there are specific requirements for the immune system to target an already established tuberculosis infection and that ESAT-6 has a unique potential in post-exposure vaccination strategies.


Subject(s)
Antigens, Bacterial/immunology , Bacterial Proteins/immunology , Tuberculosis Vaccines/immunology , Animals , CD4-Positive T-Lymphocytes/immunology , Female , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Vaccination
18.
Nature ; 499(7457): 178-83, 2013 Jul 11.
Article in English | MEDLINE | ID: mdl-23823726

ABSTRACT

We have taken the first steps towards a complete reconstruction of the Mycobacterium tuberculosis regulatory network based on ChIP-Seq and combined this reconstruction with system-wide profiling of messenger RNAs, proteins, metabolites and lipids during hypoxia and re-aeration. Adaptations to hypoxia are thought to have a prominent role in M. tuberculosis pathogenesis. Using ChIP-Seq combined with expression data from the induction of the same factors, we have reconstructed a draft regulatory network based on 50 transcription factors. This network model revealed a direct interconnection between the hypoxic response, lipid catabolism, lipid anabolism and the production of cell wall lipids. As a validation of this model, in response to oxygen availability we observe substantial alterations in lipid content and changes in gene expression and metabolites in corresponding metabolic pathways. The regulatory network reveals transcription factors underlying these changes, allows us to computationally predict expression changes, and indicates that Rv0081 is a regulatory hub.


Subject(s)
Gene Regulatory Networks , Hypoxia/genetics , Metabolic Networks and Pathways/genetics , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/metabolism , Adaptation, Physiological , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Binding Sites , Chromatin Immunoprecipitation , Gene Expression Profiling , Gene Regulatory Networks/genetics , Genomics , Hypoxia/metabolism , Lipid Metabolism/genetics , Models, Biological , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/physiology , Oxygen/pharmacology , Proteolysis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Sequence Analysis, DNA , Transcription Factors/genetics , Transcription Factors/metabolism , Tuberculosis/metabolism , Tuberculosis/microbiology
19.
J Immunol ; 190(4): 1659-71, 2013 Feb 15.
Article in English | MEDLINE | ID: mdl-23319735

ABSTRACT

Mycobacterium tuberculosis is responsible for almost 2 million deaths annually. Mycobacterium bovis bacillus Calmette-Guérin, the only vaccine available against tuberculosis (TB), induces highly variable protection against TB, and better TB vaccines are urgently needed. A prerequisite for candidate vaccine Ags is that they are immunogenic and expressed by M. tuberculosis during infection of the primary target organ, that is, the lungs of susceptible individuals. In search of new TB vaccine candidate Ags, we have used a genome-wide, unbiased Ag discovery approach to investigate the in vivo expression of 2170 M. tuberculosis genes during M. tuberculosis infection in the lungs of mice. Four genetically related but distinct mouse strains were studied, representing a spectrum of TB susceptibility controlled by the supersusceptibility to TB 1 locus. We used stringent selection approaches to select in vivo-expressed M. tuberculosis (IVE-TB) genes and analyzed their expression patterns in distinct disease phenotypes such as necrosis and granuloma formation. To study the vaccine potential of these proteins, we analyzed their immunogenicity. Several M. tuberculosis proteins were recognized by immune cells from tuberculin skin test-positive, ESAT6/CFP10-responsive individuals, indicating that these Ags are presented during natural M. tuberculosis infection. Furthermore, TB patients also showed responses toward IVE-TB Ags, albeit lower than tuberculin skin test-positive, ESAT6/CFP10-responsive individuals. Finally, IVE-TB Ags induced strong IFN-γ(+)/TNF-α(+) CD8(+) and TNF-α(+)/IL-2(+) CD154(+)/CD4(+) T cell responses in PBMC from long-term latently M. tuberculosis-infected individuals. In conclusion, these IVE-TB Ags are expressed during pulmonary infection in vivo, are immunogenic, induce strong T cell responses in long-term latently M. tuberculosis-infected individuals, and may therefore represent attractive Ags for new TB vaccines.


Subject(s)
Antigens, Bacterial/genetics , Gene Expression Regulation, Bacterial/immunology , Genome-Wide Association Study/methods , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/immunology , T-Lymphocyte Subsets/immunology , Tuberculosis, Pulmonary/genetics , Tuberculosis, Pulmonary/immunology , Animals , Antigens, Bacterial/biosynthesis , Antigens, Bacterial/metabolism , Disease Models, Animal , Gene Targeting/methods , Humans , Mice , Mice, Inbred C3H , Mice, Inbred C57BL , Reproducibility of Results , T-Lymphocyte Subsets/metabolism , T-Lymphocyte Subsets/microbiology , Tuberculosis Vaccines/genetics , Tuberculosis Vaccines/immunology , Tuberculosis Vaccines/therapeutic use , Tuberculosis, Pulmonary/microbiology
20.
J Biol Chem ; 287(43): 36423-34, 2012 Oct 19.
Article in English | MEDLINE | ID: mdl-22955287

ABSTRACT

To determine whether the therapeutic activity of αB crystallin, small heat shock protein B5 (HspB5), was shared with other human sHsps, a set of seven human family members, a mutant of HspB5 G120 known to exhibit reduced chaperone activity, and a mycobacterial sHsp were expressed and purified from bacteria. Each of the recombinant proteins was shown to be a functional chaperone, capable of inhibiting aggregation of denatured insulin with varying efficiency. When injected into mice at the peak of disease, they were all effective in reducing the paralysis in experimental autoimmune encephalomyelitis. Additional structure activity correlations between chaperone activity and therapeutic function were established when linear regions within HspB5 were examined. A single region, corresponding to residues 73-92 of HspB5, forms amyloid fibrils, exhibited chaperone activity, and was an effective therapeutic for encephalomyelitis. The linkage of the three activities was further established by demonstrating individual substitutions of critical hydrophobic amino acids in the peptide resulted in the loss of all of the functions.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental/drug therapy , Encephalomyelitis, Autoimmune, Experimental/metabolism , Paralysis/prevention & control , alpha-Crystallin B Chain/pharmacology , Amino Acid Substitution , Animals , Encephalomyelitis, Autoimmune, Experimental/genetics , Encephalomyelitis, Autoimmune, Experimental/pathology , Female , Humans , Mice , Mutation, Missense , Paralysis/genetics , Paralysis/metabolism , Paralysis/pathology , alpha-Crystallin B Chain/genetics
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