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1.
PLoS Pathog ; 19(4): e1010893, 2023 04.
Article in English | MEDLINE | ID: mdl-37014917

ABSTRACT

In settings with high tuberculosis (TB) endemicity, distinct genotypes of the Mycobacterium tuberculosis complex (MTBC) often differ in prevalence. However, the factors leading to these differences remain poorly understood. Here we studied the MTBC population in Dar es Salaam, Tanzania over a six-year period, using 1,082 unique patient-derived MTBC whole-genome sequences (WGS) and associated clinical data. We show that the TB epidemic in Dar es Salaam is dominated by multiple MTBC genotypes introduced to Tanzania from different parts of the world during the last 300 years. The most common MTBC genotypes deriving from these introductions exhibited differences in transmission rates and in the duration of the infectious period, but little differences in overall fitness, as measured by the effective reproductive number. Moreover, measures of disease severity and bacterial load indicated no differences in virulence between these genotypes during active TB. Instead, the combination of an early introduction and a high transmission rate accounted for the high prevalence of L3.1.1, the most dominant MTBC genotype in this setting. Yet, a longer co-existence with the host population did not always result in a higher transmission rate, suggesting that distinct life-history traits have evolved in the different MTBC genotypes. Taken together, our results point to bacterial factors as important determinants of the TB epidemic in Dar es Salaam.


Subject(s)
Mycobacterium tuberculosis , Tuberculosis , Humans , Mycobacterium tuberculosis/genetics , Tanzania/epidemiology , Tuberculosis/epidemiology , Genotype , Virulence
2.
Front Microbiol ; 12: 633396, 2021.
Article in English | MEDLINE | ID: mdl-34489876

ABSTRACT

Each day, approximately 27,000 people become ill with tuberculosis (TB), and 4,000 die from this disease. Pulmonary TB is the main clinical form of TB, and affects the lungs with a considerably heterogeneous manifestation among patients. Immunomodulation by an interplay of host-, environment-, and pathogen-associated factors partially explains such heterogeneity. Microbial communities residing in the host's airways have immunomodulatory effects, but it is unclear if the inter-individual variability of these microbial communities is associated with the heterogeneity of pulmonary TB. Here, we investigated this possibility by characterizing the microbial composition in the sputum of 334 TB patients from Tanzania, and by assessing its association with three aspects of disease manifestations: sputum mycobacterial load, severe clinical findings, and chest x-ray (CXR) findings. Compositional data analysis of taxonomic profiles based on 16S-rRNA gene amplicon sequencing and on whole metagenome shotgun sequencing, and graph-based inference of microbial associations revealed that the airway microbiome of TB patients was shaped by inverse relationships between Streptococcus and two anaerobes: Selenomonas and Fusobacterium. Specifically, the strength of these microbial associations was negatively correlated with Faith's phylogenetic diversity (PD) and with the accumulation of transient genera. Furthermore, low body mass index (BMI) determined the association between abnormal CXRs and community diversity and composition. These associations were mediated by increased abundance of Selenomonas and Fusobacterium, relative to the abundance of Streptococcus, in underweight patients with lung parenchymal infiltrates and in comparison to those with normal chest x-rays. And last, the detection of herpesviruses and anelloviruses in sputum microbial assemblage was linked to co-infection with HIV. Given the anaerobic metabolism of Selenomonas and Fusobacterium, and the hypoxic environment of lung infiltrates, our results suggest that in underweight TB patients, lung tissue remodeling toward anaerobic conditions favors the growth of Selenomonas and Fusobacterium at the expense of Streptococcus. These new insights into the interplay among particular members of the airway microbiome, BMI, and lung parenchymal lesions in TB patients, add a new dimension to the long-known association between low BMI and pulmonary TB. Our results also drive attention to the airways virome in the context of HIV-TB coinfection.

3.
F1000Res ; 10: 60, 2021.
Article in English | MEDLINE | ID: mdl-33732436

ABSTRACT

Background: Lineage 1 (L1) and 3 (L3) are two lineages of the Mycobacterium tuberculosis complex (MTBC) causing tuberculosis (TB) in humans. L1 and L3 are prevalent around the rim of the Indian Ocean, the region that accounts for most of the world's new TB cases. Despite their relevance for this region, L1 and L3 remain understudied. Methods: We analyzed 2,938 L1 and 2,030 L3 whole genome sequences originating from 69 countries. We reconstructed the evolutionary history of these two lineages and identified genes under positive selection. Results: We found a strongly asymmetric pattern of migration from South Asia toward neighboring regions, highlighting the historical role of South Asia in the dispersion of L1 and L3. Moreover, we found that several genes were under positive selection, including genes involved in virulence and resistance to antibiotics. For L1 we identified signatures of local adaptation at the esxH locus, a gene coding for a secreted effector that targets the human endosomal sorting complex, and is included in several vaccine candidates. Conclusions: Our study highlights the importance of genetic diversity in the MTBC, and sheds new light on two of the most important MTBC lineages affecting humans.


Subject(s)
Mycobacterium tuberculosis , Genotype , Humans , Indian Ocean , Mycobacterium tuberculosis/genetics
4.
Antimicrob Agents Chemother ; 64(10)2020 09 21.
Article in English | MEDLINE | ID: mdl-32718966

ABSTRACT

We analyzed 312 drug-resistant genomes of Mycobacterium tuberculosis isolates collected from HIV-coinfected and HIV-negative TB patients from nine countries with a high tuberculosis burden. We found that rifampicin-resistant M. tuberculosis strains isolated from HIV-coinfected patients carried disproportionally more resistance-conferring mutations in rpoB that are associated with a low fitness in the absence of the drug, suggesting these low-fitness rpoB variants can thrive in the context of reduced host immunity.


Subject(s)
HIV Infections , Mycobacterium tuberculosis , Tuberculosis, Multidrug-Resistant , Antitubercular Agents , Bacterial Proteins/genetics , DNA-Directed RNA Polymerases/genetics , HIV Infections/complications , HIV Infections/drug therapy , Humans , Microbial Sensitivity Tests , Mutation , Mycobacterium tuberculosis/genetics , Rifampin
5.
PLoS One ; 14(4): e0206334, 2019.
Article in English | MEDLINE | ID: mdl-30978186

ABSTRACT

BACKGROUND: Human tuberculosis (TB) is caused by seven phylogenetic lineages of the Mycobacterium tuberculosis complex (MTBC), Lineage 1-7. Recent advances in rapid genotyping of MTBC based on single nucleotide polymorphisms (SNP), allow for phylogenetically robust strain classification, paving the way for defining genotype-phenotype relationships in clinical settings. Such studies have revealed that, in addition to host and environmental factors, strain variation in the MTBC influences the outcome of TB infection and disease. In Tanzania, such molecular epidemiological studies of TB however are scarce in spite of a high TB burden. METHODS AND FINDINGS: Here we used SNP-typing to characterize a nationwide collection of 2,039 MTBC clinical isolates representative of 1.6% of all new and retreatment TB cases notified in Tanzania during 2012 and 2013. Four lineages, namely Lineage 1-4 were identified within the study population. The distribution and frequency of these lineages varied across regions but overall, Lineage 4 was the most frequent (n = 866, 42.5%), followed by Lineage 3 (n = 681, 33.4%) and 1 (n = 336, 16.5%), with Lineage 2 being the least frequent (n = 92, 4.5%). We found Lineage 2 to be independently associated with female sex (adjusted odds ratio [aOR] 2.14; 95% confidence interval [95% CI] 1.31 - 3.50, p = 0.002) and retreatment cases (aOR 1.67; 95% CI 0.95 - 2.84, p = 0. 065) in the study population. We found no associations between MTBC lineage and patient age or HIV status. Our sublineage typing based on spacer oligotyping on a subset of Lineage 1, 3 and 4 strains revealed the presence of mainly EAI, CAS and LAM families. Finally, we detected low levels of multidrug resistant isolates among a subset of 144 retreatment cases. CONCLUSIONS: This study provides novel insights into the MTBC lineages and the possible influence of pathogen-related factors on the TB epidemic in Tanzania.


Subject(s)
Mycobacterium tuberculosis/genetics , Phylogeny , Polymorphism, Single Nucleotide , Tuberculosis, Pulmonary/genetics , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Tanzania/epidemiology , Tuberculosis, Pulmonary/epidemiology , Tuberculosis, Pulmonary/microbiology
6.
Tuberculosis (Edinb) ; 113: 125-129, 2018 12.
Article in English | MEDLINE | ID: mdl-30514494

ABSTRACT

Tuberculosis (TB) is an infectious disease with a higher risk for infection and disease among household contacts (HHC). Here, we report a molecular epidemiology-based approach to study disease transmission and the genetic characteristics of Mycobacterium tuberculosis (Mtb) strains among HHC in the city of Belem, the capital of the state of Para in north Brazil. The study included 63 TB patients belonging to 26 HHC groups (HHC1 to HHC26). Spoligotyping and 24-loci Mycobacterial Interspersed Repetitive Unit - Variable Number of Tandem Repeat (MIRU-VNTR) revealed indistinguishable bacterial genotypes among 26 patients in 14 (53.8%) HHC groups. Drug susceptibility testing (DST) revealed that 45 (71.4%) of the Mtb isolates were multidrug resistant. The major cluster composed of isolates from five HHCs and on three of these, whole genome sequencing (WGS) was performed confirming their high genetic similarity. These results pinpoint the need for improved vigilance for TB control in households in the city of Belém. When comparing WGS versus phenotypic resistance detection methods as DST and Minimum Inhibitory Concentration (MIC) our data suggest that depending on the colonies selection, results may present variation.


Subject(s)
Contact Tracing , DNA, Bacterial/genetics , Family Characteristics , Mycobacterium tuberculosis/genetics , Tuberculosis/microbiology , Tuberculosis/transmission , Adolescent , Adult , Aged , Antitubercular Agents/therapeutic use , Bacteriological Techniques , Brazil/epidemiology , Child , Drug Resistance, Multiple, Bacterial/genetics , Female , Genotype , Humans , Interspersed Repetitive Sequences , Male , Microbial Sensitivity Tests , Middle Aged , Molecular Epidemiology , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/pathogenicity , Phenotype , Predictive Value of Tests , Reproducibility of Results , Tandem Repeat Sequences , Tuberculosis/drug therapy , Tuberculosis/epidemiology , Tuberculosis, Multidrug-Resistant/drug therapy , Tuberculosis, Multidrug-Resistant/epidemiology , Tuberculosis, Multidrug-Resistant/microbiology , Tuberculosis, Multidrug-Resistant/transmission , Whole Genome Sequencing , Young Adult
7.
BMC Bioinformatics ; 19(1): 164, 2018 05 02.
Article in English | MEDLINE | ID: mdl-29716518

ABSTRACT

BACKGROUND: Large sequence datasets are difficult to visualize and handle. Additionally, they often do not represent a random subset of the natural diversity, but the result of uncoordinated and convenience sampling. Consequently, they can suffer from redundancy and sampling biases. RESULTS: Here we present Treemmer, a simple tool to evaluate the redundancy of phylogenetic trees and reduce their complexity by eliminating leaves that contribute the least to the tree diversity. CONCLUSIONS: Treemmer can reduce the size of datasets with different phylogenetic structures and levels of redundancy while maintaining a sub-sample that is representative of the original diversity. Additionally, it is possible to fine-tune the behavior of Treemmer including any kind of meta-information, making Treemmer particularly useful for empirical studies.


Subject(s)
Computational Biology/methods , Influenza A virus/genetics , Mycobacterium tuberculosis/genetics , Phylogeny , Software , Algorithms , Databases, Genetic , Humans , Information Storage and Retrieval
8.
Infect Dis Poverty ; 7(1): 24, 2018 Mar 24.
Article in English | MEDLINE | ID: mdl-29580279

ABSTRACT

BACKGROUND: Differences in rural and urban settings could account for distinct characteristics in the epidemiology of tuberculosis (TB). We comparatively studied epidemiological features of TB and helminth co-infections in adult patients from rural and urban settings of Tanzania. METHODS: Adult patients (≥ 18 years) with microbiologically confirmed pulmonary TB were consecutively enrolled into two cohorts in Dar es Salaam, with ~ 4.4 million inhabitants (urban), and Ifakara in the sparsely populated Kilombero District with ~ 400 000 inhabitants (rural). Clinical data were obtained at recruitment. Stool and urine samples were subjected to diagnose helminthiases using Kato-Katz, Baermann, urine filtration, and circulating cathodic antigen tests. Differences between groups were assessed by χ2, Fisher's exact, and Wilcoxon rank sum tests. Logistic regression models were used to determine associations. RESULTS: Between August 2015 and February 2017, 668 patients were enrolled, 460 (68.9%) at the urban and 208 (31.1%) at the rural site. Median patient age was 35 years (interquartile range [IQR]: 27-41.5 years), and 454 (68%) were males. Patients from the rural setting were older (median age 37 years vs. 34 years, P = 0.003), had a lower median body mass index (17.5 kg/m2 vs. 18.5 kg/m2, P <  0.001), a higher proportion of recurrent TB cases (9% vs. 1%, P <  0.001), and in HIV/TB co-infected patients a lower median CD4 cell counts (147 cells/µl vs. 249 cells/µl, P = 0.02) compared to those from urban Tanzania. There was no significant difference in frequencies of HIV infection, diabetes mellitus, and haemoglobin concentration levels between the two settings. The overall prevalence of helminth co-infections was 22.9% (95% confidence interval [CI]: 20.4-27.0%). The significantly higher prevalence of helminth infections at the urban site (25.7% vs. 17.3%, P = 0.018) was predominantly driven by Strongyloides stercoralis (17.0% vs. 4.8%, P <  0.001) and Schistosoma mansoni infection (4.1% vs. 16.4%, P <  0.001). Recurrent TB was associated with living in a rural setting (adjusted odds ratio [aOR]: 3.97, 95% CI: 1.16-13.67) and increasing age (aOR: 1.06, 95% CI: 1.02-1.10). CONCLUSIONS: Clinical characteristics and helminth co-infections pattern differ in TB patients in urban and rural Tanzania. The differences underline the need for setting-specific, tailored public health interventions to improve clinical management of TB and comorbidities.


Subject(s)
Coinfection/epidemiology , Helminthiasis , Rural Population/statistics & numerical data , Tuberculosis , Urban Population/statistics & numerical data , Adolescent , Adult , Cohort Studies , Female , Helminthiasis/complications , Helminthiasis/epidemiology , Helminthiasis/parasitology , Humans , Male , Middle Aged , Tanzania/epidemiology , Tuberculosis/complications , Tuberculosis/epidemiology , Tuberculosis/parasitology , Young Adult
9.
J Infect ; 73(4): 326-35, 2016 10.
Article in English | MEDLINE | ID: mdl-27394403

ABSTRACT

OBJECTIVES: We evaluated the ability of the Xpert(®) MTB/RIF assay to detect Mycobacterium tuberculosis in whole blood of children with tuberculosis in tuberculosis endemic settings with high rates of HIV infection. METHODS: From June 2011 to September 2012 we prospectively enrolled children with symptoms or signs suggestive of tuberculosis at three research centres in Tanzania and Uganda. After clinical assessment, respiratory specimens were collected for microscopy and culture, as well as whole blood for Xpert(®) MTB/RIF. Children were classified according to standardised case definitions. RESULTS: A total of 232 children were evaluated; 14 (6.0%) had culture-confirmed tuberculosis. The Xpert(®) MTB/RIF assay detected M. tuberculosis in 5/232 (2.2%) blood samples with 1 (0.4%) error reading and presumably 1 (0.4%) false-positive result. The sensitivity of the assay in children with culture-confirmed (1/14) versus no tuberculosis (1/117) was 7.1% (95% CI, 1.3-31.5). Three of the five Xpert(®) MTB/RIF positive patients had negative cultures, but were classified as probable tuberculosis cases. Assay sensitivity against a composite reference standard (culture-confirmed, highly probable or probable tuberculosis) was 5.4% (95% CI, 2.1-13.1). CONCLUSION: Whole blood Xpert(®) MTB/RIF demonstrated very poor sensitivity, although it may enhance the diagnostic yield in select cases, with culture-negative tuberculosis.


Subject(s)
Blood/microbiology , Mycobacterium tuberculosis/isolation & purification , Tuberculosis, Pulmonary/diagnosis , Tuberculosis, Pulmonary/microbiology , Tuberculosis/diagnosis , Tuberculosis/microbiology , Child , Child, Preschool , Female , HIV Infections/complications , HIV Infections/epidemiology , HIV Infections/microbiology , HIV Infections/virology , Humans , Male , Microscopy , Prospective Studies , Sensitivity and Specificity , Sputum/microbiology , Tanzania/epidemiology , Tuberculosis/complications , Tuberculosis/epidemiology , Tuberculosis, Pulmonary/complications , Tuberculosis, Pulmonary/epidemiology , Uganda/epidemiology , World Health Organization
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