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1.
Proc Natl Acad Sci U S A ; 113(26): 7231-6, 2016 06 28.
Article in English | MEDLINE | ID: mdl-27303038

ABSTRACT

The dominant cause of malaria in Malaysia is now Plasmodium knowlesi, a zoonotic parasite of cynomolgus macaque monkeys found throughout South East Asia. Comparative genomic analysis of parasites adapted to in vitro growth in either cynomolgus or human RBCs identified a genomic deletion that includes the gene encoding normocyte-binding protein Xa (NBPXa) in parasites growing in cynomolgus RBCs but not in human RBCs. Experimental deletion of the NBPXa gene in parasites adapted to growth in human RBCs (which retain the ability to grow in cynomolgus RBCs) restricted them to cynomolgus RBCs, demonstrating that this gene is selectively required for parasite multiplication and growth in human RBCs. NBPXa-null parasites could bind to human RBCs, but invasion of these cells was severely impaired. Therefore, NBPXa is identified as a key mediator of P. knowlesi human infection and may be a target for vaccine development against this emerging pathogen.


Subject(s)
Carrier Proteins/genetics , Erythrocytes/parasitology , Plasmodium knowlesi/genetics , Plasmodium knowlesi/pathogenicity , Protozoan Proteins/genetics , Animals , Cells, Cultured , Humans , Macaca fascicularis , Macaca mulatta , Malaria , Polymorphism, Single Nucleotide , Zoonoses
2.
Proc Natl Acad Sci U S A ; 112(42): 13027-32, 2015 Oct 20.
Article in English | MEDLINE | ID: mdl-26438871

ABSTRACT

Malaria cases caused by the zoonotic parasite Plasmodium knowlesi are being increasingly reported throughout Southeast Asia and in travelers returning from the region. To test for evidence of signatures of selection or unusual population structure in this parasite, we surveyed genome sequence diversity in 48 clinical isolates recently sampled from Malaysian Borneo and in five lines maintained in laboratory rhesus macaques after isolation in the 1960s from Peninsular Malaysia and the Philippines. Overall genomewide nucleotide diversity (π = 6.03 × 10(-3)) was much higher than has been seen in worldwide samples of either of the major endemic malaria parasite species Plasmodium falciparum and Plasmodium vivax. A remarkable substructure is revealed within P. knowlesi, consisting of two major sympatric clusters of the clinical isolates and a third cluster comprising the laboratory isolates. There was deep differentiation between the two clusters of clinical isolates [mean genomewide fixation index (FST) = 0.21, with 9,293 SNPs having fixed differences of FST = 1.0]. This differentiation showed marked heterogeneity across the genome, with mean FST values of different chromosomes ranging from 0.08 to 0.34 and with further significant variation across regions within several chromosomes. Analysis of the largest cluster (cluster 1, 38 isolates) indicated long-term population growth, with negatively skewed allele frequency distributions (genomewide average Tajima's D = -1.35). Against this background there was evidence of balancing selection on particular genes, including the circumsporozoite protein (csp) gene, which had the top Tajima's D value (1.57), and scans of haplotype homozygosity implicate several genomic regions as being under recent positive selection.


Subject(s)
Genome, Protozoan , Plasmodium knowlesi/genetics , Adaptation, Physiological , Animals , Genetics, Population , Plasmodium knowlesi/physiology , Polymorphism, Single Nucleotide
3.
BMC Med ; 14: 31, 2016 Mar 23.
Article in English | MEDLINE | ID: mdl-27005572

ABSTRACT

BACKGROUND: Combating the spread of drug resistant tuberculosis is a global health priority. Whole genome association studies are being applied to identify genetic determinants of resistance to anti-tuberculosis drugs. Protein structure and interaction modelling are used to understand the functional effects of putative mutations and provide insight into the molecular mechanisms leading to resistance. METHODS: To investigate the potential utility of these approaches, we analysed the genomes of 144 Mycobacterium tuberculosis clinical isolates from The Special Programme for Research and Training in Tropical Diseases (TDR) collection sourced from 20 countries in four continents. A genome-wide approach was applied to 127 isolates to identify polymorphisms associated with minimum inhibitory concentrations for first-line anti-tuberculosis drugs. In addition, the effect of identified candidate mutations on protein stability and interactions was assessed quantitatively with well-established computational methods. RESULTS: The analysis revealed that mutations in the genes rpoB (rifampicin), katG (isoniazid), inhA-promoter (isoniazid), rpsL (streptomycin) and embB (ethambutol) were responsible for the majority of resistance observed. A subset of the mutations identified in rpoB and katG were predicted to affect protein stability. Further, a strong direct correlation was observed between the minimum inhibitory concentration values and the distance of the mutated residues in the three-dimensional structures of rpoB and katG to their respective drugs binding sites. CONCLUSIONS: Using the TDR resource, we demonstrate the usefulness of whole genome association and convergent evolution approaches to detect known and potentially novel mutations associated with drug resistance. Further, protein structural modelling could provide a means of predicting the impact of polymorphisms on drug efficacy in the absence of phenotypic data. These approaches could ultimately lead to novel resistance mutations to improve the design of tuberculosis control measures, such as diagnostics, and inform patient management.


Subject(s)
Bacterial Proteins/chemistry , Drug Resistance, Multiple, Bacterial/genetics , Genome, Bacterial , Models, Molecular , Mycobacterium tuberculosis/genetics , Tuberculosis, Multidrug-Resistant/microbiology , Antitubercular Agents/therapeutic use , Bacterial Proteins/genetics , Genome-Wide Association Study , Humans , Isoniazid/therapeutic use , Microbial Sensitivity Tests , Mutation , Mycobacterium tuberculosis/isolation & purification , Mycobacterium tuberculosis/metabolism , Protein Conformation , Sequence Analysis, DNA , Tuberculosis, Multidrug-Resistant/drug therapy , Tuberculosis, Multidrug-Resistant/genetics , Tuberculosis, Multidrug-Resistant/metabolism
4.
J Thorac Oncol ; 15(8): 1338-1350, 2020 08.
Article in English | MEDLINE | ID: mdl-32272161

ABSTRACT

INTRODUCTION: Surgical procedure is the treatment of choice in early stage I lung adenocarcinoma. However, a considerable number of patients experience recurrence within the first 2 years after complete resection. Suitable prognostic biomarkers that identify patients at high risk of recurrence (who may probably benefit from adjuvant treatment) are still not available. This study aimed at identifying methylation markers for early recurrence that may become important tools for the development of new treatment modalities. METHODS: Genome-wide DNA methylation profiling was performed on 30 stage I lung adenocarcinomas, comparing 14 patients with early metastatic recurrence with 16 patients with a long-term relapse-free survival period using methylated-CpG-immunoprecipitation followed by high-throughput next-generation sequencing. The differentially methylated regions between the two subgroups were validated for their prognostic value in two independent cohorts using the MassCLEAVE assay, a high-resolution quantitative methylation analysis. RESULTS: Unsupervised clustering of patients in the discovery cohort on the basis of differentially methylated regions identified patients with shorter relapse-free survival (hazard ratio: 2.23; 95% confidence interval: 0.66-7.53; p = 0.03). In two validation cohorts, promoter hypermethylation of the long noncoding RNA PLUT was significantly associated with shorter relapse-free survival (hazard ratio: 0.54; 95% confidence interval: 0.31-0.93; p < 0.026) and could be reported as an independent prognostic factor in the multivariate Cox regression analysis. CONCLUSIONS: Promoter hypermethylation of the long noncoding RNA PLUT is predictive in patients with early stage I adenocarcinoma at high risk for early recurrence. Further studies are needed to validate its role in carcinogenesis and its use as a biomarker to facilitate patient selection and risk stratification.


Subject(s)
Lung Neoplasms , RNA, Long Noncoding , Adenocarcinoma of Lung/genetics , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , DNA Methylation , Humans , Lung Neoplasms/genetics , Neoplasm Recurrence, Local/genetics , Prognosis , Promoter Regions, Genetic
6.
Nat Genet ; 50(2): 307-316, 2018 02.
Article in English | MEDLINE | ID: mdl-29358649

ABSTRACT

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.


Subject(s)
Drug Resistance, Multiple, Bacterial/genetics , Extensively Drug-Resistant Tuberculosis/microbiology , Genome, Bacterial , Mycobacterium tuberculosis/genetics , Tuberculosis, Multidrug-Resistant/microbiology , Antitubercular Agents/therapeutic use , DNA, Bacterial/analysis , Extensively Drug-Resistant Tuberculosis/drug therapy , Genetic Variation , Genome-Wide Association Study , Geography , Humans , Microbial Sensitivity Tests , Mutation , Mycobacterium tuberculosis/classification , Mycobacterium tuberculosis/isolation & purification , Phylogeny , Sequence Analysis, DNA , Tuberculosis, Multidrug-Resistant/drug therapy
7.
Sci Rep ; 5: 12525, 2015 Jul 31.
Article in English | MEDLINE | ID: mdl-26228545

ABSTRACT

The coffee berry borer, Hypothenemus hampei, is the most economically important insect pest of coffee worldwide. We present an analysis of the draft genome of the coffee berry borer, the third genome for a Coleopteran species. The genome size is ca. 163 Mb with 19,222 predicted protein-coding genes. Analysis was focused on genes involved in primary digestion as well as gene families involved in detoxification of plant defense molecules and insecticides, such as carboxylesterases, cytochrome P450, gluthathione S-transferases, ATP-binding cassette transporters, and a gene that confers resistance to the insecticide dieldrin. A broad range of enzymes capable of degrading complex polysaccharides were identified. We also evaluated the pathogen defense system and found homologs to antimicrobial genes reported in the Drosophila genome. Ten cases of horizontal gene transfer were identified with evidence for expression, integration into the H. hampei genome, and phylogenetic evidence that the sequences are more closely related to bacterial rather than eukaryotic genes. The draft genome analysis broadly expands our knowledge on the biology of a devastating tropical insect pest and suggests new pest management strategies.


Subject(s)
Genome, Insect , Insect Proteins/genetics , Weevils/genetics , ATP-Binding Cassette Transporters/genetics , ATP-Binding Cassette Transporters/metabolism , Animals , Caffeine/pharmacokinetics , Carboxylesterase/genetics , Carboxylesterase/metabolism , Coffea , Crops, Agricultural , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Enzymes/genetics , Enzymes/metabolism , Female , Gene Transfer, Horizontal , Inactivation, Metabolic , Insect Proteins/metabolism , Multigene Family , Phylogeny , RNA, Untranslated , Weevils/drug effects , Weevils/physiology
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