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OBJECTIVES: We sought to capture the evolutionary itinerary of the Mycobacterium tuberculosis L4.1.2.1/Haarlem sublineage in northern Tunisia, where it caused a major multidrug-resistant (MDR) tuberculosis outbreak in a context strictly negative for HIV infection. METHODS: We combined whole genome sequencing and Bayesian approaches using a representative collection of drug-susceptible and drug-resistant L4.1.2.1/Haarlem clinical strains (n = 121) recovered from the outbreak region over 16 years. RESULTS: In the absence of drug resistance, the L4.1.2.1/Haarlem sublineage showed a propensity for rapid transmission as witnessed by the high clustering (44.6%) and recent transmission rates (25%), as well as the reduced mean distance between genome pairs. The entire pool of L4.1.2.1/Haarlem MDR strains was found to be linked to either the aforementioned major outbreak (68 individuals, 2001-2016) or to a minor, newly uncovered outbreak (six cases, 2001-2011). Strikingly, the two outbreaks descended independently from a common ancestor that can be dated back to 1886. CONCLUSIONS: Our data point to the intrinsic propensity for rapid transmission of the M. tuberculosis L4.1.2.1/Haarlem sublineage in northern Tunisia, linking the overall MDR tuberculosis epidemic to a single ancestor. These findings bring out the important role of the bacillus' genetic background in the emergence of successful MDR M. tuberculosis clones.
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Surtos de Doenças , Mycobacterium tuberculosis , Tuberculose Resistente a Múltiplos Medicamentos , Sequenciamento Completo do Genoma , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/efeitos dos fármacos , Tuberculose Resistente a Múltiplos Medicamentos/epidemiologia , Tuberculose Resistente a Múltiplos Medicamentos/microbiologia , Tuberculose Resistente a Múltiplos Medicamentos/transmissão , Humanos , Tunísia/epidemiologia , Antituberculosos/farmacologia , Antituberculosos/uso terapêutico , Teorema de Bayes , Filogenia , Farmacorresistência Bacteriana Múltipla/genética , Evolução Molecular , Masculino , Genoma Bacteriano , Feminino , Adulto , Testes de Sensibilidade Microbiana , GenótipoRESUMO
BACKGROUND: To carry out a whole genome sequencing (WGS)-based investigation on the emergence and spread of the largest multidrug-resistant tuberculosis (MDR TB) outbreak that has been thriving among HIV-negative patients, Tunisia, since the early 2000s. METHODS: We performed phylogeographic analyses and molecular dating based on a WGS dataset representing 68 unique Mycobacterium tuberculosis isolates, covering almost the entire MDR TB outbreak for the time period 2001-2016. RESULTS: The data indicate that the ancestor of the MDR TB outbreak emerged in the region of Bizerte, as early as 1974 (95% CI 1951-1985), from where it spread to other regions by 1992 (95% CI 1980-1996). Analysis of a minimum spanning tree based on core genome Multilocus Sequence Typing (cgMLST) uncovered the early spill-over of the fitness-compensated MDR TB strain from the prison into the general population. Indeed, cases with history of incarceration were found to be directly or indirectly linked to up to 22 new outbreak cases (32.35%) among the non-imprisoned population. By around 2008, the MDR TB outbreak strain had acquired additional resistance, leading to an XDR phenotype. CONCLUSIONS: WGS allowed refining our understanding of the emergence and evolution of the largest MDR TB outbreak in Tunisia, whose causative strain has been circulating silently for almost 26 years before. Our study lends further support to the critical role of prisons-related cases in the early spread of the outbreak among the general population. The shift to an XDR phenotype of such an epidemic clone prompts an urgent need to undertake drastic control measures.
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Infecções por HIV , Mycobacterium tuberculosis , Tuberculose Resistente a Múltiplos Medicamentos , Humanos , Antituberculosos/uso terapêutico , Tunísia/epidemiologia , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Mycobacterium tuberculosis/genética , Infecções por HIV/epidemiologia , Infecções por HIV/tratamento farmacológicoRESUMO
Hackathons are collaborative events that bring together diverse groups to solve predefined challenges. The COVID-19 pandemic caused by SARS-CoV-2 has emphasized the need for portable and reproducible genomics analysis pipelines to study the genetic susceptibility of the human host and investigate human-SARS-CoV-2 protein interactions. To build and strengthen institutional capacities in OMICS data analysis applied to host-pathogen interaction (HPI), the PHINDaccess project organized two hackathons in 2020 and 2021. These hackathons are aimed at developing bioinformatics pipelines related to the SARS-CoV-2 viral genome, its phylodynamic transmission, and the identification of human genome host variants, with a focus on addressing global health challenges, particularly in low- and middle-income countries (LMIC). This paper outlines the preparation, proceedings, and lessons learned from these hackathons, including the challenges faced by participants and our recommendations based on our experience for organizing hackathons in LMIC and beyond.
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COVID-19 , Humanos , COVID-19/epidemiologia , SARS-CoV-2/genética , Países em Desenvolvimento , Pandemias , Interações Hospedeiro-Patógeno/genéticaRESUMO
Introduction: The Latin American and Mediterranean sublineage (L4.3/LAM) is the most common generalist sublineage of Mycobacterium tuberculosis lineage 4 (L4), yet certain L4.3/LAM genotypes appear to be confined to particular geographic regions. This is typically the case of a L4.3/LAM clonal complex (CC), TUN4.3_CC1, which is the most preponderant in Tunisia (61.5% of L4.3/LAM). Methods: Here, we used whole-genome sequencing data of 346 globally distributed L4 clinical strains, including 278 L4.3/LAM isolates, to reconstruct the evolutionary history of TUN4.3_CC1 and delineate critical genomic changes underpinning its success. Results and Discussion: Phylogenomic coupled to phylogeographic analyses indicated that TUN4.3_CC1 has evolved locally, being confined mainly to North Africa. Maximum likelihood analyses using the site and branch-site models of the PAML package disclosed strong evidence of positive selection in the gene category "cell wall and cell processes" of TUN4.3_CC1. Collectively, the data indicate that TUN4.3_CC1 has inherited several mutations, which could have potentially contributed to its evolutionary success. Of particular interest are amino acid replacements at the esxK and eccC2 genes of the ESX/Type VII secretion system, which were found to be specific to TUN4.3_CC1, being common to almost all isolates. Because of its homoplastic nature, the esxK mutation could potentially have endowed TUN4.3_CC1 with a selective advantage. Moreover, we noticed the occurrence of additional, previously described homoplasic nonsense mutations in ponA1 and Rv0197. The mutation in the latter gene, a putative oxido-reductase, has previously been shown to be correlated with enhanced transmissibility in vivo. In sum, our findings unveiled several features underpinning the success of a locally evolved L4.3/LAM clonal complex, lending further support to the critical role of genes encoded by the ESX/type VII secretion system.
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BACKGROUND: To infer the origin and spread of the Mycobacterium tuberculosis Latin American and Mediterranean (L4.3/LAM) sublineage in a Mediterranean country, Tunisia, where it predominates. METHODS: We combined Bayesian (STRUCTURE) and maximum likelihood (MIGRAINE) estimation approaches based on a global 24-loci mycobacterial interspersed repetitive units-variable numbers of tandem repeats (MIRU-VNTR24) genotyping dataset consisting of 1573 L4.3/LAM clinical strains from four continents, including 252 isolates originating from Tunisia. RESULTS: Phylogenetic analyses coupled with Bayesian estimations suggested that the most predominant L4.3/LAM subpopulation in Tunisia (65.07%), which is dominated by a single clonal complex, TUN4.3_CC1 (94.51%), has evolved from an ancestral pool that is restricted to Europe and Africa, contrasting with the remaining L4.3/LAM subpopulations whose ancestry was traced all over the word. Maximum likelihood analysis revealed that TUN4.3_CC1 has been undergoing a demographic expansion since 131 years ago (CI95%: 90.7-205), thus explaining its preponderance relative to the second most predominant CC, TUN4.3_CC2, whose population was found under contraction. CONCLUSIONS: The preponderance of L4.3/LAM in Tunisia stems from a 130-year expansion process of a locally evolved clone.
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Mycobacterium tuberculosis , Filogenia , América Latina , Tunísia/epidemiologia , Teorema de Bayes , Genótipo , Repetições MinissatélitesRESUMO
OBJECTIVES: To explore the evolutionary history of Mycobacterium tuberculosis Latin American and Mediterranean (L4.3/LAM) sublineage in Tunisia, where it predominates. METHODS: High-resolution genotyping of 252 L4.3/LAM clinical strains was undertaken, and whole-genome sequencing was performed on 31 representative isolates. RESULTS: Genotyping data coupled with Bayesian analyses split the Tunisian L4.3/LAM strain collection into two divergent entities (65.07% vs 34.92%): a major subpopulation, dominated by a single clonal complex (CC), TUN4.3_CC1 (94.51%); and a minor subpopulation, dominated by TUN4.3_CC2 (42.04%). TUN4.3_CC1 is clearly thriving in Tunisia, accounting for 61.5% of the L4.3/LAM sublineage. TUN4.3_CC1 displayed higher mean allelic richness compared with TUN4.3_CC2 and predominated throughout the entire region, indicating a long-established history. The very low proportion of drug resistance among TUN4.3_CC1 isolates is indicative of their intrinsic ability to spread successfully in the host population. Genomic analyses further confirmed the clear genetic separation between the two main CCs (pairwise fixation index 0.56), and suggested the relatively ancient origin of TUN4.3_CC1. Consistent with its successful expansion, TUN4.3_CC1 showed reduced mean pairwise genetic distance between genomes. CONCLUSIONS: These findings link the successful expansion of L4.3/LAM in Tunisia to a single long-established clone.
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Mycobacterium tuberculosis/genética , Polimorfismo de Nucleotídeo Único/genética , Tuberculose/microbiologia , Teorema de Bayes , Loci Gênicos/genética , Genética Populacional , Genômica , Genótipo , Humanos , América Latina , Região do Mediterrâneo , Filogenia , Tuberculose/epidemiologia , Tunísia/epidemiologia , Sequenciamento Completo do GenomaRESUMO
BACKGROUND: Several technical hurdles and limitations have restricted the use of IS6110 restriction fragment length polymorphism (IS6110 RFLP), the most effective typing method for detecting recent tuberculosis (TB) transmission events. This has prompted us to conceive an alternative modality, IS6110-5'3'FP, a plasmid-based cloning approach coupled to a single PCR amplification of differentially labeled 5' and 3' IS6110 polymorphic ends and their automated fractionation on a capillary sequencer. The potential of IS6110-5'3'FP to be used as an alternative to IS6110 RFLP has been previously demonstrated, yet further technical improvements are still required for optimal discriminatory power and versatility. OBJECTIVES: Here we introduced critical amendments to the original IS6110-5'3'FP protocol and compared its performance to that of 24-loci multiple interspersed repetitive unit-variable number tandem repeats (MIRU-VNTR), the current standard method for TB transmission analyses. METHODS: IS6110-5'3'FP protocol modifications involved: (i) the generation of smaller-sized polymorphic fragments for efficient cloning and PCR amplification, (ii) omission of the plasmid amplification step in E. coli for shorter turnaround times, (iii) the use of more stable fluorophores for increased sensitivity, (iv) automated subtraction of background fluorescent signals, and (v) the automated conversion of fluorescent peaks into binary data. RESULTS: In doing so, the overall turnaround time of IS6110-5'3'FP was reduced to 4 hours. The new protocol allowed detecting almost all 5' and 3' IS6110 polymorphic fragments of any given strain, including IS6110 high-copy number Beijing strains. IS6110-5'3'FP proved much more discriminative than 24-loci MIRU-VNTR, particularly with strains of the M. tuberculosis lineage 4. CONCLUSIONS: The IS6110-5'3'FP protocol described herein reached the optimal discriminatory potential of IS6110 fingerprinting and proved more accurate than 24-loci MIRU-VNTR in estimating recent TB transmission. The method, which is highly cost-effective, was rendered versatile enough to prompt its evaluation as an automatized solution for a TB integrated molecular surveillance.
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Técnicas de Tipagem Bacteriana/métodos , Impressões Digitais de DNA/métodos , Mycobacterium tuberculosis/classificação , Mycobacterium tuberculosis/genética , Automação , Técnicas de Tipagem Bacteriana/economia , Clonagem Molecular , Custos e Análise de Custo , Impressões Digitais de DNA/economia , Genótipo , Humanos , Reação em Cadeia da PolimeraseRESUMO
BACKGROUND: Multidrug-resistant tuberculosis (MDR-TB) outbreaks that evolve, from the outset, in a context strictly negative for HIV infection deserve special consideration since they reflect the true intrinsic epidemic potential of the causative strain. To our knowledge, the long-term evolution of such exceptional outbreaks and the treatment outcomes for the involved patients has never been reported hitherto. Here we provide a thorough description, over an 11-year period, of an MDR-TB outbreak that emerged and expanded in an HIV-negative context, Northern Tunisia. METHODOLOGY/PRINCIPAL FINDINGS: From October 2001 to June 2011, the MDR-TB outbreak involved 48 HIV-negative individuals that are mainly young (mean age 31.09 yrs; 89.6% male) and noninstitutionalized. Drug susceptibility testing coupled to mutational analysis revealed that initial transmission involved an isolate that was simultaneously resistant to isoniazid, rifampicin, ethambutol, and streptomycin. The causative Haarlem3-ST50 outbreak strain expanded mainly as an 11-banded IS6110 RFLP profile (77.1%), from which a 12-banded subclone evolved. After undergoing a 2-year treatment with second-line drugs, 22 (45.8%) patients were cured and 3 (6.2%) completed treatment, thus yielding an overall treatment success rate of 52.1%. Among the patients that experienced unfavorable treatment outcomes, 10 (20.8%) failed treatment, 3 (6.2%) were lost to follow-up, 5 (10.4%) died, and 5 (10.4%) could not be evaluated. Poor adherence to treatment was found to be the main independent predictor of unfavorable outcomes (HR: 9.15; 95% CI 1.72-48.73; P = 0.014). Intriguingly, the evolved 12-banded subclone proved significantly associated with unfavorable outcomes (HR: 4.90; 95% CI 1.04-23.04, P = 0.044). High rate of fatality and relapse was further demonstrated at the long-term, since 70% of those whose treatment failed have died, and 24% among those deemed successfully treated have relapsed. CONCLUSIONS/SIGNIFICANCE: Taken together, the data obtained in this study indicate that MDR-TB clinical isolates could become fit enough to cause large and severe outbreaks in an HIV-negative context. Such MDR-TB outbreaks are characterized by low treatment success rates and could evolve towards increased severity, thus calling for early detection of cases and the necessity to raise the bar of surveillance throughout and beyond the treatment period.