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1.
Cancer Discov ; 14(7): 1161-1175, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38588588

RESUMO

Gut-microbiota modulation shows promise in improving immune-checkpoint blockade (ICB) response; however, precision biomarker-driven, placebo-controlled trials are lacking. We performed a multicenter, randomized placebo-controlled, biomarker-stratified phase I trial in patients with ICB-naïve metastatic melanoma using SER-401, an orally delivered Firmicutesenriched spore formulation. Fecal microbiota signatures were characterized at baseline; patients were stratified by high versus low Ruminococcaceae abundance prior to randomization to the SER-401 arm (oral vancomycin-preconditioning/SER-401 alone/nivolumab + SER-401), versus the placebo arm [placebo antibiotic/placebo microbiome modulation (PMM)/nivolumab + PMM (NCT03817125)]. Analysis of 14 accrued patients demonstrated that treatment with SER-401 + nivolumab was safe, with an overall response rate of 25% in the SER-401 arm and 67% in the placebo arm (though the study was underpowered related to poor accrual during the COVID-19 pandemic). Translational analyses demonstrated that vancomycin preconditioning was associated with the disruption of the gut microbiota and impaired immunity, with incomplete recovery at ICB administration (particularly in patients with high baseline Ruminococcaceae). These results have important implications for future microbiome modulation trials. Significance: This first-of-its-kind, placebo-controlled, randomized biomarker-driven microbiome modulation trial demonstrated that vancomycin + SER-401 and anti-PD-1 are safe in melanoma patients. Although limited by poor accrual during the pandemic, important insights were gained via translational analyses, suggesting that antibiotic preconditioning and interventional drug dosing regimens should be carefully considered when designing such trials.


Assuntos
Antibacterianos , Microbioma Gastrointestinal , Melanoma , Humanos , Melanoma/tratamento farmacológico , Microbioma Gastrointestinal/efeitos dos fármacos , Antibacterianos/uso terapêutico , Antibacterianos/farmacologia , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Inibidores de Checkpoint Imunológico/uso terapêutico , Nivolumabe/uso terapêutico , Nivolumabe/administração & dosagem , Biomarcadores Tumorais , Vancomicina/uso terapêutico , Adulto , COVID-19/imunologia , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/imunologia
2.
Nucleic Acids Res ; 41(1): e13, 2013 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-22962364

RESUMO

RNA viruses are the causative agents for AIDS, influenza, SARS, and other serious health threats. Development of rapid and broadly applicable methods for complete viral genome sequencing is highly desirable to fully understand all aspects of these infectious agents as well as for surveillance of viral pandemic threats and emerging pathogens. However, traditional viral detection methods rely on prior sequence or antigen knowledge. In this study, we describe sequence-independent amplification for samples containing ultra-low amounts of viral RNA coupled with Illumina sequencing and de novo assembly optimized for viral genomes. With 5 million reads, we capture 96 to 100% of the viral protein coding region of HIV, respiratory syncytial and West Nile viral samples from as little as 100 copies of viral RNA. The methods presented here are scalable to large numbers of samples and capable of generating full or near full length viral genomes from clone and clinical samples with low amounts of viral RNA, without prior sequence information and in the presence of substantial host contamination.


Assuntos
Genoma Viral , Técnicas de Amplificação de Ácido Nucleico , RNA Viral/química , Análise de Sequência de RNA , Sequência de Bases , HIV/genética , Humanos , Dados de Sequência Molecular , Vírus Sinciciais Respiratórios/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Vírus do Nilo Ocidental/genética
3.
BMC Genomics ; 13: 475, 2012 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-22974120

RESUMO

BACKGROUND: Extensive genetic diversity in viral populations within infected hosts and the divergence of variants from existing reference genomes impede the analysis of deep viral sequencing data. A de novo population consensus assembly is valuable both as a single linear representation of the population and as a backbone on which intra-host variants can be accurately mapped. The availability of consensus assemblies and robustly mapped variants are crucial to the genetic study of viral disease progression, transmission dynamics, and viral evolution. Existing de novo assembly techniques fail to robustly assemble ultra-deep sequence data from genetically heterogeneous populations such as viruses into full-length genomes due to the presence of extensive genetic variability, contaminants, and variable sequence coverage. RESULTS: We present VICUNA, a de novo assembly algorithm suitable for generating consensus assemblies from genetically heterogeneous populations. We demonstrate its effectiveness on Dengue, Human Immunodeficiency and West Nile viral populations, representing a range of intra-host diversity. Compared to state-of-the-art assemblers designed for haploid or diploid systems, VICUNA recovers full-length consensus and captures insertion/deletion polymorphisms in diverse samples. Final assemblies maintain a high base calling accuracy. VICUNA program is publicly available at: http://www.broadinstitute.org/scientific-community/science/projects/viral-genomics/ viral-genomics-analysis-software. CONCLUSIONS: We developed VICUNA, a publicly available software tool, that enables consensus assembly of ultra-deep sequence derived from diverse viral populations. While VICUNA was developed for the analysis of viral populations, its application to other heterogeneous sequence data sets such as metagenomic or tumor cell population samples may prove beneficial in these fields of research.


Assuntos
Genoma Viral/genética , Software , Algoritmos , Biologia Computacional
4.
Virology ; 427(1): 10-7, 2012 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-22365325

RESUMO

Most RNA viruses exist in their hosts as a heterogeneous population of related variants. Due to error prone replication, mutants are constantly generated which may differ in individual fitness from the population as a whole. Here we characterize three WNV isolates that contain, along with full-length genomes, mutants with large internal deletions to structural and nonstructural protein-coding regions. The isolates were all obtained from lorikeets that died from WNV at the Rio Grande Zoo in Albuquerque, NM between 2005 and 2007. The deletions are approximately 2kb, in frame, and result in the elimination of the complete envelope, and portions of the prM and NS-1 proteins. In Vero cell culture, these internally deleted WNV genomes function as defective interfering particles, reducing the production of full-length virus when introduced at high multiplicities of infection. In mosquitoes, the shortened WNV genomes reduced infection and dissemination rates, and virus titers overall, and were not detected in legs or salivary secretions at 14 or 21 days post-infection. In mice, inoculation with internally deleted genomes did not attenuate pathogenesis relative to full-length or infectious clone derived virus, and shortened genomes were not detected in mice at the time of death. These observations provide evidence that large deletions may occur within flavivirus populations more frequently than has generally been appreciated and suggest that they impact population phenotype minimally. Additionally, our findings suggest that highly similar mutants may frequently occur in particular vertebrate hosts.


Assuntos
Vírus Defeituosos/genética , Genoma Viral , Proteínas do Envelope Viral/genética , Proteínas não Estruturais Virais/genética , Vírus do Nilo Ocidental/genética , Substituição de Aminoácidos/genética , Animais , Aves/virologia , Células Cultivadas , Chlorocebus aethiops , Cricetinae , Culicidae/virologia , Vírus Defeituosos/metabolismo , Deleção de Genes , Rim/citologia , Rim/metabolismo , Rim/virologia , Camundongos , Camundongos Endogâmicos C3H , Camundongos Endogâmicos C57BL , Mutação/genética , New Mexico , RNA Viral/isolamento & purificação , Células Vero , Proteínas do Envelope Viral/metabolismo , Proteínas não Estruturais Virais/metabolismo , Replicação Viral/genética , Vírus do Nilo Ocidental/isolamento & purificação
5.
J Virol ; 86(2): 835-43, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22090119

RESUMO

Little is known about the rate at which genetic variation is generated within intrahost populations of dengue virus (DENV) and what implications this diversity has for dengue pathogenesis, disease severity, and host immunity. Previous studies of intrahost DENV variation have used a low frequency of sampling and/or experimental methods that do not fully account for errors generated through amplification and sequencing of viral RNAs. We investigated the extent and pattern of genetic diversity in sequence data in domain III (DIII) of the envelope (E) gene in serial plasma samples (n = 49) taken from 17 patients infected with DENV type 1 (DENV-1), totaling some 8,458 clones. Statistically rigorous approaches were employed to account for artifactual variants resulting from amplification and sequencing, which we suggest have played a major role in previous studies of intrahost genetic variation. Accordingly, nucleotide sequence diversities of viral populations were very low, with conservative estimates of the average levels of genetic diversity ranging from 0 to 0.0013. Despite such sequence conservation, we observed clear evidence for mixed infection, with the presence of multiple phylogenetically distinct lineages present within the same host, while the presence of stop codon mutations in some samples suggests the action of complementation. In contrast to some previous studies we observed no relationship between the extent and pattern of DENV-1 genetic diversity and disease severity, immune status, or level of viremia.


Assuntos
Coinfecção/virologia , Vírus da Dengue/genética , Dengue/virologia , Variação Genética , Adolescente , Adulto , Sequência de Bases , Vírus da Dengue/classificação , Vírus da Dengue/isolamento & purificação , Vírus da Dengue/metabolismo , Evolução Molecular , Feminino , Humanos , Masculino , Dados de Sequência Molecular , Filogenia , Proteínas do Envelope Viral/genética , Proteínas do Envelope Viral/metabolismo , Adulto Jovem
6.
PLoS Genet ; 7(10): e1002345, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22046142

RESUMO

Paracoccidioides is a fungal pathogen and the cause of paracoccidioidomycosis, a health-threatening human systemic mycosis endemic to Latin America. Infection by Paracoccidioides, a dimorphic fungus in the order Onygenales, is coupled with a thermally regulated transition from a soil-dwelling filamentous form to a yeast-like pathogenic form. To better understand the genetic basis of growth and pathogenicity in Paracoccidioides, we sequenced the genomes of two strains of Paracoccidioides brasiliensis (Pb03 and Pb18) and one strain of Paracoccidioides lutzii (Pb01). These genomes range in size from 29.1 Mb to 32.9 Mb and encode 7,610 to 8,130 genes. To enable genetic studies, we mapped 94% of the P. brasiliensis Pb18 assembly onto five chromosomes. We characterized gene family content across Onygenales and related fungi, and within Paracoccidioides we found expansions of the fungal-specific kinase family FunK1. Additionally, the Onygenales have lost many genes involved in carbohydrate metabolism and fewer genes involved in protein metabolism, resulting in a higher ratio of proteases to carbohydrate active enzymes in the Onygenales than their relatives. To determine if gene content correlated with growth on different substrates, we screened the non-pathogenic onygenale Uncinocarpus reesii, which has orthologs for 91% of Paracoccidioides metabolic genes, for growth on 190 carbon sources. U. reesii showed growth on a limited range of carbohydrates, primarily basic plant sugars and cell wall components; this suggests that Onygenales, including dimorphic fungi, can degrade cellulosic plant material in the soil. In addition, U. reesii grew on gelatin and a wide range of dipeptides and amino acids, indicating a preference for proteinaceous growth substrates over carbohydrates, which may enable these fungi to also degrade animal biomass. These capabilities for degrading plant and animal substrates suggest a duality in lifestyle that could enable pathogenic species of Onygenales to transfer from soil to animal hosts.


Assuntos
Onygenales/genética , Paracoccidioides/genética , Paracoccidioidomicose/microbiologia , Proteínas Quinases/genética , Metabolismo dos Carboidratos/genética , Sistemas de Liberação de Medicamentos , Evolução Molecular , Genoma Fúngico , Genoma Mitocondrial/genética , Humanos , Família Multigênica/genética , Onygenales/enzimologia , Paracoccidioides/enzimologia , Filogenia , Proteólise , Sequências Repetitivas de Ácido Nucleico/genética , Análise de Sequência de DNA
7.
Bioinformatics ; 27(2): 266-7, 2011 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-21068001

RESUMO

SUMMARY: PriSM is a set of algorithms designed to select and match degenerate primer pairs for the amplification of viral genomes. The design of panels of hundreds of primer pairs takes just hours using this program, compared with days using a manual approach. PriSM allows for rapid in silico optimization of primers for downstream applications such as sequencing. As a validation, PriSM was used to create an amplification primer panel for human immunodeficiency virus (HIV) Clade B. AVAILABILITY: The program is freely available for use at: www.broadinstitute.org/perl/seq/specialprojects/primerDesign.cgi.


Assuntos
Algoritmos , Primers do DNA/química , Genoma Viral , Software , HIV/genética , Humanos , Reação em Cadeia da Polimerase , Alinhamento de Sequência , Análise de Sequência de RNA
8.
PLoS Negl Trop Dis ; 4(7): e757, 2010 Jul 20.
Artigo em Inglês | MEDLINE | ID: mdl-20651932

RESUMO

A better description of the extent and structure of genetic diversity in dengue virus (DENV) in endemic settings is central to its eventual control. To this end we determined the complete coding region sequence of 187 DENV-2 genomes and 68 E genes from viruses sampled from Vietnamese patients between 1995 and 2009. Strikingly, an episode of genotype replacement was observed, with Asian 1 lineage viruses entirely displacing the previously dominant Asian/American lineage viruses. This genotype replacement event also seems to have occurred within DENV-2 in Thailand and Cambodia, suggestive of a major difference in viral fitness. To determine the cause of this major evolutionary event we compared both the infectivity of the Asian 1 and Asian/American genotypes in mosquitoes and their viraemia levels in humans. Although there was little difference in infectivity in mosquitoes, we observed significantly higher plasma viraemia levels in paediatric patients infected with Asian 1 lineage viruses relative to Asian/American viruses, a phenotype that is predicted to result in a higher probability of human-to-mosquito transmission. These results provide a mechanistic basis to a marked change in the genetic structure of DENV-2 and more broadly underscore that an understanding of DENV evolutionary dynamics can inform the development of vaccines and anti-viral drugs.


Assuntos
Vírus da Dengue/classificação , Vírus da Dengue/isolamento & purificação , Dengue/epidemiologia , Dengue/virologia , Variação Genética , Adolescente , Sudeste Asiático/epidemiologia , Criança , Pré-Escolar , Vírus da Dengue/genética , Vírus da Dengue/patogenicidade , Feminino , Genoma Viral , Genótipo , Humanos , Masculino , Epidemiologia Molecular , RNA Viral/genética , Análise de Sequência de DNA , Proteínas do Envelope Viral/genética , Viremia
9.
Environ Microbiol ; 12(11): 3035-56, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20662890

RESUMO

T4-like myoviruses are ubiquitous, and their genes are among the most abundant documented in ocean systems. Here we compare 26 T4-like genomes, including 10 from non-cyanobacterial myoviruses, and 16 from marine cyanobacterial myoviruses (cyanophages) isolated on diverse Prochlorococcus or Synechococcus hosts. A core genome of 38 virion construction and DNA replication genes was observed in all 26 genomes, with 32 and 25 additional genes shared among the non-cyanophage and cyanophage subsets, respectively. These hierarchical cores are highly syntenic across the genomes, and sampled to saturation. The 25 cyanophage core genes include six previously described genes with putative functions (psbA, mazG, phoH, hsp20, hli03, cobS), a hypothetical protein with a potential phytanoyl-CoA dioxygenase domain, two virion structural genes, and 16 hypothetical genes. Beyond previously described cyanophage-encoded photosynthesis and phosphate stress genes, we observed core genes that may play a role in nitrogen metabolism during infection through modulation of 2-oxoglutarate. Patterns among non-core genes that may drive niche diversification revealed that phosphorus-related gene content reflects source waters rather than host strain used for isolation, and that carbon metabolism genes appear associated with putative mobile elements. As well, phages isolated on Synechococcus had higher genome-wide %G+C and often contained different gene subsets (e.g. petE, zwf, gnd, prnA, cpeT) than those isolated on Prochlorococcus. However, no clear diagnostic genes emerged to distinguish these phage groups, suggesting blurred boundaries possibly due to cross-infection. Finally, genome-wide comparisons of both diverse and closely related, co-isolated genomes provide a locus-to-locus variability metric that will prove valuable for interpreting metagenomic data sets.


Assuntos
Bacteriófago T4/genética , Cianobactérias/virologia , Ácidos Cetoglutáricos/metabolismo , Myoviridae/genética , Compostos de Amônio Quaternário/metabolismo , Água do Mar/virologia , Bacteriófago T4/classificação , Composição de Bases , Evolução Molecular , Variação Genética , Genoma Viral , Metagenômica , Dados de Sequência Molecular , Myoviridae/classificação , Nitrogênio/metabolismo , Oceanos e Mares , Prochlorococcus/virologia , Água do Mar/microbiologia , Análise de Sequência de DNA , Synechococcus/virologia , Proteínas do Core Viral/genética , Proteínas da Cauda Viral/genética , Microbiologia da Água
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