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1.
PLoS Genet ; 14(1): e1007172, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29381699

RESUMO

Significant selection pressure has been exerted on the genomes of human populations exposed to Plasmodium falciparum infection, resulting in the acquisition of mechanisms of resistance against severe malarial disease. Many host genetic factors, including sickle cell trait, have been associated with reduced risk of developing severe malaria, but do not account for all of the observed phenotypic variation. Identification of novel inherited risk factors relies upon high-resolution genome-wide association studies (GWAS). We present findings of a GWAS of severe malaria performed in a Tanzanian population (n = 914, 15.2 million SNPs). Beyond the expected association with the sickle cell HbS variant, we identify protective associations within two interleukin receptors (IL-23R and IL-12RBR2) and the kelch-like protein KLHL3 (all P<10-6), as well as near significant effects for Major Histocompatibility Complex (MHC) haplotypes. Complementary analyses, based on detecting extended haplotype homozygosity, identified SYNJ2BP, GCLC and MHC as potential loci under recent positive selection. Through whole genome sequencing of an independent Tanzanian cohort (parent-child trios n = 247), we confirm the allele frequencies of common polymorphisms underlying associations and selection, as well as the presence of multiple structural variants that could be in linkage with these SNPs. Imputation of structural variants in a region encompassing the glycophorin genes on chromosome 4, led to the characterisation of more than 50 rare variants, and individually no strong evidence of associations with severe malaria in our primary dataset (P>0.3). Our approach demonstrates the potential of a joint genotyping-sequencing strategy to identify as-yet unknown susceptibility loci in an African population with well-characterised malaria phenotypes. The regions encompassing these loci are potential targets for the design of much needed interventions for preventing or treating malarial disease.


Assuntos
Malária Falciparum/genética , Polimorfismo de Nucleotídeo Único , Seleção Genética , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Frequência do Gene , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Haplótipos , Humanos , Lactente , Malária Falciparum/epidemiologia , Malária Falciparum/patologia , Masculino , Fenótipo , Índice de Gravidade de Doença , Tanzânia/epidemiologia
2.
Bioinformatics ; 35(4): 682-684, 2019 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-30101342

RESUMO

SUMMARY: Recombinase polymerase amplification (RPA), an isothermal nucleic acid amplification method, is enhancing our ability to detect a diverse array of pathogens, thereby assisting the diagnosis of infectious diseases and the detection of microorganisms in food and water. However, new bioinformatics tools are needed to automate and improve the design of the primers and probes sets to be used in RPA, particularly to account for the high genetic diversity of circulating pathogens and cross detection of genetically similar organisms. PrimedRPA is a python-based package that automates the creation and filtering of RPA primers and probe sets. It aligns several sequences to identify conserved targets, and filters regions that cross react with possible background organisms. AVAILABILITY AND IMPLEMENTATION: PrimedRPA was implemented in Python 3 and supported on Linux and MacOS and is freely available from http://pathogenseq.lshtm.ac.uk/PrimedRPA.html. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Primers do DNA , Técnicas de Amplificação de Ácido Nucleico , Recombinases , Software , Biologia Computacional
3.
PLoS Pathog ; 14(11): e1007436, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30496294

RESUMO

Invasion of human erythrocytes is essential for Plasmodium falciparum parasite survival and pathogenesis, and is also a complex phenotype. While some later steps in invasion appear to be invariant and essential, the earlier steps of recognition are controlled by a series of redundant, and only partially understood, receptor-ligand interactions. Reverse genetic analysis of laboratory adapted strains has identified multiple genes that when deleted can alter invasion, but how the relative contributions of each gene translate to the phenotypes of clinical isolates is far from clear. We used a forward genetic approach to identify genes responsible for variable erythrocyte invasion by phenotyping the parents and progeny of previously generated experimental genetic crosses. Linkage analysis using whole genome sequencing data revealed a single major locus was responsible for the majority of phenotypic variation in two invasion pathways. This locus contained the PfRh2a and PfRh2b genes, members of one of the major invasion ligand gene families, but not widely thought to play such a prominent role in specifying invasion phenotypes. Variation in invasion pathways was linked to significant differences in PfRh2a and PfRh2b expression between parasite lines, and their role in specifying alternative invasion was confirmed by CRISPR-Cas9-mediated genome editing. Expansion of the analysis to a large set of clinical P. falciparum isolates revealed common deletions, suggesting that variation at this locus is a major cause of invasion phenotypic variation in the endemic setting. This work has implications for blood-stage vaccine development and will help inform the design and location of future large-scale studies of invasion in clinical isolates.


Assuntos
Eritrócitos/parasitologia , Plasmodium falciparum/genética , Proteínas de Protozoários/genética , Animais , Anticorpos Antiprotozoários/imunologia , Proteínas de Transporte/metabolismo , Testes Genéticos/métodos , Humanos , Ligantes , Fenótipo , Proteínas de Protozoários/metabolismo , Reticulócitos/metabolismo
4.
BMC Bioinformatics ; 20(1): 136, 2019 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-30866793

RESUMO

BACKGROUND: Genetic structural variation underpins a multitude of phenotypes, with significant implications for a range of biological outcomes. Despite their crucial role, structural variants (SVs) are often neglected and overshadowed by single nucleotide polymorphisms (SNPs), which are used in large-scale analysis such as genome-wide association and population genetic studies. RESULTS: To facilitate the high-throughput analysis of structural variation we have developed an analytical pipeline and visualisation tool, called SV-Pop. The utility of this pipeline was then demonstrated through application with a large, multi-population P. falciparum dataset. CONCLUSIONS: Designed to facilitate downstream analysis and visualisation post-discovery, SV-Pop allows for straightforward integration of multi-population analysis, method and sample-based concordance metrics, and signals of selection.


Assuntos
Estruturas Genéticas , Genética Populacional/métodos , Polimorfismo de Nucleotídeo Único , Proteínas de Protozoários/genética , Biologia Computacional , GTP Cicloidrolase/genética , Estudos de Associação Genética , Genômica , Sequenciamento de Nucleotídeos em Larga Escala , Fenótipo , Plasmodium falciparum/genética , Regiões Promotoras Genéticas
5.
Infect Immun ; 86(3)2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29229736

RESUMO

Salmonella enterica serovars Typhi and Typhimurium cause typhoid fever and gastroenteritis, respectively. A unique feature of typhoid infection is asymptomatic carriage within the gallbladder, which is linked with S Typhi transmission. Despite this, S Typhi responses to bile have been poorly studied. Transcriptome sequencing (RNA-Seq) of S Typhi Ty2 and a clinical S Typhi isolate belonging to the globally dominant H58 lineage (strain 129-0238), as well as S Typhimurium 14028, revealed that 249, 389, and 453 genes, respectively, were differentially expressed in the presence of 3% bile compared to control cultures lacking bile. fad genes, the actP-acs operon, and putative sialic acid uptake and metabolism genes (t1787 to t1790) were upregulated in all strains following bile exposure, which may represent adaptation to the small intestine environment. Genes within the Salmonella pathogenicity island 1 (SPI-1), those encoding a type IIII secretion system (T3SS), and motility genes were significantly upregulated in both S Typhi strains in bile but downregulated in S Typhimurium. Western blots of the SPI-1 proteins SipC, SipD, SopB, and SopE validated the gene expression data. Consistent with this, bile significantly increased S Typhi HeLa cell invasion, while S Typhimurium invasion was significantly repressed. Protein stability assays demonstrated that in S Typhi the half-life of HilD, the dominant regulator of SPI-1, is three times longer in the presence of bile; this increase in stability was independent of the acetyltransferase Pat. Overall, we found that S Typhi exhibits a specific response to bile, especially with regard to virulence gene expression, which could impact pathogenesis and transmission.


Assuntos
Bile/microbiologia , Infecções por Salmonella/metabolismo , Salmonella typhi/metabolismo , Salmonella typhimurium/metabolismo , Febre Tifoide/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Bile/metabolismo , Ilhas Genômicas , Células HeLa , Humanos , Infecções por Salmonella/microbiologia , Salmonella typhi/genética , Salmonella typhimurium/genética , Sorogrupo , Especificidade da Espécie , Febre Tifoide/microbiologia
6.
PLoS Comput Biol ; 11(5): e1004095, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-26020646

RESUMO

Horizontal or Lateral Gene Transfer (HGT or LGT) is the transmission of portions of genomic DNA between organisms through a process decoupled from vertical inheritance. In the presence of HGT events, different fragments of the genome are the result of different evolutionary histories. This can therefore complicate the investigations of evolutionary relatedness of lineages and species. Also, as HGT can bring into genomes radically different genotypes from distant lineages, or even new genes bearing new functions, it is a major source of phenotypic innovation and a mechanism of niche adaptation. For example, of particular relevance to human health is the lateral transfer of antibiotic resistance and pathogenicity determinants, leading to the emergence of pathogenic lineages. Computational identification of HGT events relies upon the investigation of sequence composition or evolutionary history of genes. Sequence composition-based ("parametric") methods search for deviations from the genomic average, whereas evolutionary history-based ("phylogenetic") approaches identify genes whose evolutionary history significantly differs from that of the host species. The evaluation and benchmarking of HGT inference methods typically rely upon simulated genomes, for which the true history is known. On real data, different methods tend to infer different HGT events, and as a result it can be difficult to ascertain all but simple and clear-cut HGT events.


Assuntos
Transferência Genética Horizontal , Composição de Bases , Biologia Computacional , Simulação por Computador , DNA Bacteriano/genética , Bases de Dados Genéticas , Farmacorresistência Bacteriana/genética , Evolução Molecular , Genômica/estatística & dados numéricos , Humanos , Modelos Genéticos , Modelos Estatísticos , Filogenia
7.
Malar J ; 15(1): 575, 2016 Nov 29.
Artigo em Inglês | MEDLINE | ID: mdl-27899115

RESUMO

BACKGROUND: Malawi experienced prolonged use of sulfadoxine/pyrimethamine (SP) as the front-line anti-malarial drug, with early replacement of chloroquine and delayed introduction of artemisinin-based combination therapy. Extended use of SP, and its continued application in pregnancy is impacting the genomic variation of the Plasmodium falciparum population. METHODS: Whole genome sequence data of P. falciparum isolates covering 2 years of transmission within Malawi, alongside global datasets, were used. More than 745,000 SNPs were identified, and differences in allele frequencies between countries assessed, as well as genetic regions under positive selection determined. RESULTS: Positive selection signals were identified within dhps, dhfr and gch1, all components of the parasite folate pathway associated with SP resistance. Sitting predominantly on a dhfr triple mutation background, a novel copy number increase of ~twofold was identified in the gch1 promoter. This copy number was almost fixed (96.8% frequency) in Malawi samples, but found at less than 45% frequency in other African populations, and distinct from a whole gene duplication previously reported in Southeast Asian parasites. CONCLUSIONS: SP resistance selection pressures have been retained in the Malawian population, with known resistance dhfr mutations at fixation, complemented by a novel gch1 promoter duplication. The effects of the duplication on the fitness costs of SP variants and resistance need to be elucidated.


Assuntos
Antimaláricos/uso terapêutico , Variação Genética , Malária Falciparum/tratamento farmacológico , Plasmodium falciparum/classificação , Plasmodium falciparum/efeitos dos fármacos , Pirimetamina/uso terapêutico , Sulfadoxina/uso terapêutico , Pré-Escolar , Combinação de Medicamentos , Resistência a Medicamentos , Feminino , Frequência do Gene , Genoma de Protozoário , Genótipo , Humanos , Lactente , Malaui , Masculino , Mutação , Plasmodium falciparum/genética , Plasmodium falciparum/isolamento & purificação , Polimorfismo de Nucleotídeo Único , Seleção Genética , Análise de Sequência de DNA
8.
Sci Rep ; 9(1): 8287, 2019 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-31164664

RESUMO

The evolution of genetic mechanisms for host immune evasion and anti-malarial resistance has enabled the Plasmodium falciparum malaria parasite to inflict high morbidity and mortality on human populations. Most studies of P. falciparum genetic diversity have focused on single-nucleotide polymorphisms (SNPs), assisting the identification of drug resistance-associated loci such as the chloroquine related crt and sulfadoxine-pyrimethamine related dhfr. Whilst larger structural variants are known to impact adaptation, for example, mdr1 duplications with anti-malarial resistance, no large-scale, genome-wide study on clinical isolates has been undertaken using whole genome sequencing data. By applying a structural variant detection pipeline across whole genome sequence data from 2,855 clinical isolates in 21 malaria-endemic countries, we identified >70,000 specific deletions and >600 duplications. Most structural variants are rare (48.5% of deletions and 94.7% of duplications are found in single isolates) with 2.4% of deletions and 0.2% of duplications found in >5% of global isolates. A subset of variants was present at high frequency in drug-resistance related genes including mdr1, the gch1 promoter region, and a putative novel duplication of crt. Regional-specific variants were identified, and a companion visualisation tool has been developed to assist web-based investigation of these polymorphisms by the wider scientific community.


Assuntos
Cloroquina/farmacologia , Malária Falciparum/tratamento farmacológico , Malária Falciparum/genética , Plasmodium falciparum/efeitos dos fármacos , Antimaláricos/efeitos adversos , Antimaláricos/uso terapêutico , Cloroquina/efeitos adversos , Combinação de Medicamentos , Resistência a Medicamentos/genética , Deleção de Genes , Duplicação Gênica/genética , Genoma/genética , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Malária Falciparum/parasitologia , Plasmodium falciparum/patogenicidade , Polimorfismo de Nucleotídeo Único/genética , Pirimetamina/farmacologia , Sulfadoxina/farmacologia , Tetra-Hidrofolato Desidrogenase/genética
9.
Int J Parasitol Drugs Drug Resist ; 7(2): 174-180, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-28376349

RESUMO

Drug resistance is a recurrent problem in the fight against malaria. Genetic and epidemiological surveillance of antimalarial resistant parasite alleles is crucial to guide drug therapies and clinical management. New antimalarial compounds are currently at various stages of clinical trials and regulatory evaluation. Using ∼2000 Plasmodium falciparum genome sequences, we investigated the genetic diversity of eleven gene-targets of promising antimalarial compounds and assessed their potential efficiency across malaria endemic regions. We determined if the loci are under selection prior to the introduction of new drugs and established a baseline of genetic variance, including potential resistant alleles, for future surveillance programmes.


Assuntos
Biologia Computacional , Variação Genética , Plasmodium falciparum/genética , Antimaláricos/farmacologia , Resistência a Medicamentos , Monitoramento Epidemiológico , Plasmodium falciparum/efeitos dos fármacos
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