João Perdigão
University of Lisbon
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Publication
Featured researches published by João Perdigão.
Nature Communications | 2014
Francesc Coll; Ruth McNerney; José Afonso Guerra-Assunção; Judith R. Glynn; João Perdigão; Miguel Viveiros; Isabel Portugal; Arnab Pain; Nigel J. Martin; Taane G. Clark
Strain-specific genomic diversity in the Mycobacterium tuberculosis complex (MTBC) is an important factor in pathogenesis that may affect virulence, transmissibility, host response and emergence of drug resistance. Several systems have been proposed to classify MTBC strains into distinct lineages and families. Here, we investigate single-nucleotide polymorphisms (SNPs) as robust (stable) markers of genetic variation for phylogenetic analysis. We identify ~92k SNP across a global collection of 1,601 genomes. The SNP-based phylogeny is consistent with the gold-standard regions of difference (RD) classification system. Of the ~7k strain-specific SNPs identified, 62 markers are proposed to discriminate known circulating strains. This SNP-based barcode is the first to cover all main lineages, and classifies a greater number of sublineages than current alternatives. It may be used to classify clinical isolates to evaluate tools to control the disease, including therapeutics and vaccines whose effectiveness may vary by strain type.
PLOS ONE | 2012
Diana Machado; Isabel Couto; João Perdigão; Liliana Rodrigues; Isabel Portugal; Pedro V. Baptista; Bruno Veigas; Leonard Amaral; Miguel Viveiros
Multidrug resistant (MDR) tuberculosis is caused by Mycobacterium tuberculosis resistant to isoniazid and rifampicin, the two most effective drugs used in tuberculosis therapy. Here, we investigated the mechanism by which resistance towards isoniazid develops and how overexpression of efflux pumps favors accumulation of mutations in isoniazid targets, thus establishing a MDR phenotype. The study was based on the in vitro induction of an isoniazid resistant phenotype by prolonged serial exposure of M. tuberculosis strains to the critical concentration of isoniazid employed for determination of drug susceptibility testing in clinical isolates. Results show that susceptible and rifampicin monoresistant strains exposed to this concentration become resistant to isoniazid after three weeks; and that resistance observed for the majority of these strains could be reduced by means of efflux pumps inhibitors. RT-qPCR assessment of efflux pump genes expression showed overexpression of all tested genes. Enhanced real-time efflux of ethidium bromide, a common efflux pump substrate, was also observed, showing a clear relation between overexpression of the genes and increased efflux pump function. Further exposure to isoniazid resulted in the selection and stabilization of spontaneous mutations and deletions in the katG gene along with sustained increased efflux activity. Together, results demonstrate the relevance of efflux pumps as one of the factors of isoniazid resistance in M. tuberculosis. These results support the hypothesis that activity of efflux pumps allows the maintenance of an isoniazid resistant population in a sub-optimally treated patient from which isoniazid genetically resistant mutants emerge. Therefore, the use of inhibitors of efflux should be considered in the development of new therapeutic strategies for preventing the emergence of MDR-TB during treatment.
Genome Medicine | 2015
Francesc Coll; Ruth McNerney; Mark D. Preston; José Afonso Guerra-Assunção; Andrew Warry; Grant A. Hill-Cawthorne; Kim Mallard; Mridul Nair; Anabela Miranda; Adriana Alves; João Perdigão; Miguel Viveiros; Isabel Portugal; Zahra Hasan; Rumina Hasan; Judith R. Glynn; Nigel J. Martin; Arnab Pain; Taane G. Clark
Mycobacterium tuberculosis drug resistance (DR) challenges effective tuberculosis disease control. Current molecular tests examine limited numbers of mutations, and although whole genome sequencing approaches could fully characterise DR, data complexity has restricted their clinical application. A library (1,325 mutations) predictive of DR for 15 anti-tuberculosis drugs was compiled and validated for 11 of them using genomic-phenotypic data from 792 strains. A rapid online ‘TB-Profiler’ tool was developed to report DR and strain-type profiles directly from raw sequences. Using our DR mutation library, in silico diagnostic accuracy was superior to some commercial diagnostics and alternative databases. The library will facilitate sequence-based drug-susceptibility testing.
Nanotechnology | 2010
Bruno Veigas; Diana Machado; João Perdigão; Isabel Portugal; Isabel Couto; Miguel Viveiros; Pedro V. Baptista
Tuberculosis (TB) is one of the leading causes of infection in humans, causing high morbility and mortality all over the world. The rate of new cases of multidrug resistant tuberculosis (MDRTB) continues to increase, and since these infections are very difficult to manage, they constitute a serious health problem. In most cases, drug resistance in Mycobacterium tuberculosis has been related to mutations in several loci within the pathogens genome. The development of fast, cheap and simple screening methodologies would be of paramount relevance for the early detection of these mutations, essential for the timely and effective diagnosis and management of MDRTB patients. The use of gold nanoparticles derivatized with thiol-modified oligonucleotides (Au-nanoprobes) has led to new approaches in molecular diagnostics. Based on the differential non-cross-linking aggregation of Au-nanoprobes, we were able to develop a colorimetric method for the detection of specific sequences and to apply this approach to pathogen identification and single base mutations/single nucleotide polymorphisms (SNP) discrimination. Here we report on the development of Au-nanoprobes for the specific identification of SNPs within the beta subunit of the RNA polymerase (rpoB locus), responsible for resistance to rifampicin in over 95% of rifampicin resistant M. tuberculosis strains.
Tuberculosis | 2014
Francesc Coll; Mark D. Preston; José Afonso Guerra-Assunção; Grant Hill-Cawthorn; David Harris; João Perdigão; Miguel Viveiros; Isabel Portugal; Francis Drobniewski; Sebastien Gagneux; Judith R. Glynn; Arnab Pain; Julian Parkhill; Ruth McNerney; Nigel J. Martin; Taane G. Clark
Summary Tuberculosis (TB) caused by Mycobacterium tuberculosis (Mtb) is the second major cause of death from an infectious disease worldwide. Recent advances in DNA sequencing are leading to the ability to generate whole genome information in clinical isolates of M. tuberculosis complex (MTBC). The identification of informative genetic variants such as phylogenetic markers and those associated with drug resistance or virulence will help barcode Mtb in the context of epidemiological, diagnostic and clinical studies. Mtb genomic datasets are increasingly available as raw sequences, which are potentially difficult and computer intensive to process, and compare across studies. Here we have processed the raw sequence data (>1500 isolates, eight studies) to compile a catalogue of SNPs (n = 74,039, 63% non-synonymous, 51.1% in more than one isolate, i.e. non-private), small indels (n = 4810) and larger structural variants (n = 800). We have developed the PolyTB web-based tool (http://pathogenseq.lshtm.ac.uk/polytb) to visualise the resulting variation and important meta-data (e.g. in silico inferred strain-types, location) within geographical map and phylogenetic views. This resource will allow researchers to identify polymorphisms within candidate genes of interest, as well as examine the genomic diversity and distribution of strains. PolyTB source code is freely available to researchers wishing to develop similar tools for their pathogen of interest.
Journal of Antimicrobial Chemotherapy | 2013
Diana Machado; João Perdigão; Jorge Ramos; Isabel Couto; Isabel Portugal; Claudia Ritter; Erik C. Boettger; Miguel Viveiros
OBJECTIVES The purpose of this study was to determine the levels of isoniazid and ethionamide resistance and to identify associated mutations in endemic multidrug-resistant (MDR) strains of Mycobacterium tuberculosis from the Lisbon metropolitan area, Portugal. METHODS Seventeen clinical MDR tuberculosis (TB) strains were characterized by standard and semi-quantitative drug susceptibility testing to assess the level of isoniazid and ethionamide resistance. The genes katG, inhA, ethA and ndh were screened for mutations. All strains were genotyped by 24 loci mycobacterial interspersed repetitive unit-variable number of tandem repeats (MIRU-VNTR) analysis. RESULTS All strains showed high-level resistance to both isoniazid (>1 mg/L) and ethionamide (>25 mg/L). MIRU-VNTR typing revealed the presence of two main clusters, Lisboa3 and Q1, in 16/17 strains, all of which showed the C-15T mutation in the promoter region of the inhA gene. The 16 strains belong to the Latino-American-Mediterranean (LAM) genotype and the other strain belongs to the Beijing genotype. Sequencing of the inhA open reading frame revealed that the 16 strains also had mutations in the structural region of the gene, leading to the S94A substitution in 9 strains and the I194T substitution in 7 strains. CONCLUSIONS The results reveal that the presence of a mutation in the inhA regulatory region together with a mutation in the inhA coding region can lead to the development of high-level isoniazid resistance and cross-resistance to ethionamide among the MDR-TB strains circulating in Lisbon. This mutational pattern also hints to a possible involvement of strain-specific factors that could be a feature of the Portuguese MDR-TB strains where the LAM family is the major circulating genotype.
International Journal of Antimicrobial Agents | 2009
João Perdigão; Rita Macedo; Ana P. C. Ribeiro; Laura Brum; Isabel Portugal
Ethambutol (EMB) is a first-line antitubercular drug that inhibits arabinogalactan and lipoarabinomannan biosynthesis. Resistance to EMB has traditionally been associated with embB mutations, especially in the Met306 codon. In this study, the region encompassing the embB306 codon in 109 Mycobacterium tuberculosis clinical isolates (49 EMB-susceptible and 60 EMB-resistant) was characterised. The occurrence of embB306 mutations was verified not only in EMB-resistant isolates (55.0%) but also in EMB-susceptible isolates (16.3%), which questions the role of embB306 mutations as determinants of EMB resistance. Subsequently, four different embB alleles were created by in vitro mutagenesis and were introduced into Mycobacterium smegmatis on a multicopy plasmid. To assess the contribution of embB306 mutations to EMB resistance, the EMB minimum inhibitory concentration (MIC) of these strains was determined. Strains carrying mutant embB306 alleles were able to grow at slightly higher MICs compared with the strain carrying the wild-type embB gene. The small MIC increase obtained here does not appear to be sufficient to cause high-level EMB resistance. The results obtained in the present study suggest that acquisition of EMB resistance might be a multistep process in which embB306 mutations may represent a first-step in EMB resistance acquisition.
PLOS ONE | 2016
Diana Machado; David Pires; João Perdigão; Isabel Couto; Isabel Portugal; Marta Martins; Leonard Amaral; Elsa Anes; Miguel Viveiros
Given the ability of M. tuberculosis to survive as an intracellular pathogen and its propensity to develop resistance to the existing antituberculosis drugs, its treatment requires new approaches. Here the antimycobacterial properties of verapamil, thioridazine, chlorpromazine, flupenthixol and haloperidol were investigated against a panel of drug resistant M. tuberculosis strains, both in vitro and on human-infected macrophages. These compounds are efflux inhibitors that share among them the characteristic of being ion channel blockers. In vitro, all compounds exhibited synergistic inhibitory activities when combined with isoniazid and rifampicin, and were able to inhibit active efflux, demonstrating their role as efflux inhibitors. Gene expression analysis showed that M. tuberculosis efflux genes were overexpressed in response to antibiotic exposure, in vitro and within macrophages, irrespective of their resistance pattern. These compounds displayed a rapid and high killing activity against M. tuberculosis, associated with a decrease in intracellular ATP levels demonstrating that the bactericidal action of the ion channel blockers against M. tuberculosis clinical strains is associated with their interference with energy metabolism. The compounds led to a decrease in the intracellular mycobacterial load by increasing phagosome acidification and activating lysosomal hydrolases. The results presented in this study enable us to propose the following mechanism of action for these compounds: a) in the bacteria, the compounds generate a cascade of events involving the inhibition of the respiratory chain complexes and energy production for efflux activity. Indirectly, this reduce the resistance level to antituberculosis drugs potentiating their activity; b) on the host cell, the treatment with the ion channel blockers increases phagosome acidification and induces the expression of phagosomal hydrolases, leading to bacterial growth restriction irrespective of their resistance pattern. This work highlights the potential value ion channel blockers as adjuvants of tuberculosis chemotherapy, in particular for the development of new therapeutic strategies, with strong potential for treatment shortening against drug susceptible and resistant forms of tuberculosis. Medicinal chemistry studies are now needed to improve the properties of these compounds, increasing their M. tuberculosis efflux-inhibition and killing-enhancement activity and reduce their toxicity for humans, therefore optimizing their potential for clinical usage.
Nature Genetics | 2018
Francesc Coll; Jody Phelan; Grant A Hill Cawthorne; Mridul Nair; Kim Mallard; Shahjahan Ali; Abdallah M. Abdallah; Saad Alghamdi; Mona Alsomali; Abdallah O. Ahmed; Stephanie Portelli; Yaa Oppong; Adriana Alves; Theolis Costa Barbosa Bessa; Susana Campino; Maxine Caws; Anirvan Chatterjee; Amelia C. Crampin; Keertan Dheda; Nicholas Furnham; Judith R. Glynn; Louis Grandjean; Dang Minh Ha; Rumina Hasan; Zahra Hasan; Martin L. Hibberd; Moses Joloba; Edward C. Jones López; Tomoshige Matsumoto; Anabela Miranda
To characterize the genetic determinants of resistance to antituberculosis drugs, we performed a genome-wide association study (GWAS) of 6,465 Mycobacterium tuberculosis clinical isolates from more than 30 countries. A GWAS approach within a mixed-regression framework was followed by a phylogenetics-based test for independent mutations. In addition to mutations in established and recently described resistance-associated genes, novel mutations were discovered for resistance to cycloserine, ethionamide and para-aminosalicylic acid. The capacity to detect mutations associated with resistance to ethionamide, pyrazinamide, capreomycin, cycloserine and para-aminosalicylic acid was enhanced by inclusion of insertions and deletions. Odds ratios for mutations within candidate genes were found to reflect levels of resistance. New epistatic relationships between candidate drug-resistance-associated genes were identified. Findings also suggest the involvement of efflux pumps (drrA and Rv2688c) in the emergence of resistance. This study will inform the design of new diagnostic tests and expedite the investigation of resistance and compensatory epistatic mechanisms.A GWAS of multi- and extensively drug-resistant tuberculosis using 6,465 Mycobacterium tuberculosis clinical isolates from more than 30 countries identifies novel mutations associated with resistance. The capacity to detect resistance in particular to ethionamide, pyrazinamide, capreomycin, cycloserine and paraaminosalicylic acid was enhanced by inclusion of insertions and deletions.
Clinical Microbiology and Infection | 2011
João Perdigão; Rita Macedo; Carla Silva; C. Pinto; Cristina Furtado; Laura Brum; Isabel Portugal
Multidrug-resistance and extensive drug-resistance pose a serious threat to tuberculosis management in Portugal. The country has high TB incidence rates in comparison with other European Union countries, with the Lisbon Health Region being one of the most affected. In the present study we have analysed a convenience sample of 3025 Mycobacterium tuberculosis clinical isolates, recovered over a 6-year period (2001-2006) in the Lisbon Health Region, regarding drug-resistance both to first-line and second-line drugs. Moreover, 100 of these isolates were also genotyped by 12-loci Mycobacterial Interspersed Repetitive Unit - Variable Number of Tandem Repeats (MIRU-VNTR) analysis. We have compared each year and observed the existence of 22 different resistance profiles, with MDR-TB rates ranging between 9.9% and 15.2% and XDR-TB rates, relative to the number of MDR-TB isolates, between 44.3% and 66.1% (excluding 1 year here considered as an outlier). A steady increase in the fraction of MDR-TB isolates resistant to all first-line drugs was also noticed. The genotyping analysis of MDR-TB isolates revealed six clusters, of which three (Lisboa3, Lisboa4 and Q1) were related to XDR-TB. Our results show that active transmission of MDR- and XDR-TB is taking place and that the high prevalence of observed XDR-TB is due to the continued transmission of particular genetic clusters. Enforcement of the implementation of genotyping in diagnostic routines would lead to early detection of resistant cases.