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1.
J Crohns Colitis ; 2024 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-38267224

RESUMEN

BACKGROUND AND AIMS: The goal was to identify microbial drivers of IBD, by investigating mucosal-associated bacteria and their detrimental products in IBD patients. METHODS: We directly cultured bacterial communities from mucosal biopsies from pediatric gastrointestinal patients and examined for pathogenicity-associated traits. Upon identifying C. perfringens as toxigenic bacteria present in mucosal biopsies, we isolated strains and further characterized toxicity and prevalence. RESULTS: Mucosal biopsy microbial composition differed from corresponding stool samples. C. perfringens was present in 8 of 9 patients' mucosal biopsies, correlating with hemolytic activity, while not in all corresponding stool samples. Large IBD datasets showed higher C. perfringens prevalence in stool samples of IBD adults (18.7-27.1%) versus healthy (5.1%). In vitro, C. perfringens supernatants were toxic to cell types beneath the intestinal epithelial barrier, including endothelial, neuroblasts, and neutrophils, while impact on epithelial cells was less pronounced, suggesting C. perfringens may be damaging particularly when barrier integrity is compromised. Further characterization using purified toxins and genetic insertion mutants confirmed PFO toxin was sufficient for toxicity. Toxin RNA signatures were found in the original patient biopsies by PCR, suggesting intestinal production. C. perfringens supernatants also induced activation of neuroblast and dorsal root ganglion neurons in vitro, suggesting C. perfringens in inflamed mucosal tissue may directly contribute to abdominal pain, a frequent IBD symptom. CONCLUSIONS: Gastrointestinal carriage of certain toxigenic C. perfringens may have an important pathogenic impact on IBD patients. These findings support routine monitoring of C. perfringens and PFO toxins and potential treatment in patients.

2.
Cell Rep Med ; 4(2): 100920, 2023 02 21.
Artículo en Inglés | MEDLINE | ID: mdl-36706753

RESUMEN

While the association between colorectal cancer (CRC) features and Fusobacterium has been extensively studied, less is known of other intratumoral bacteria. Here, we leverage whole transcriptomes from 807 CRC samples to dually characterize tumor gene expression and 74 intratumoral bacteria. Seventeen of these species, including 4 Fusobacterium spp., are classified as orally derived and are enriched among right-sided, microsatellite instability-high (MSI-H), and BRAF-mutant tumors. Across consensus molecular subtypes (CMSs), integration of Fusobacterium animalis (Fa) presence and tumor expression reveals that Fa has the most significant associations in mesenchymal CMS4 tumors despite a lower prevalence than in immune CMS1. Within CMS4, the prevalence of Fa is uniquely associated with collagen- and immune-related pathways. Additional Fa pangenome analysis reveals that stress response genes and the adhesion FadA are commonly expressed intratumorally. Overall, this study identifies oral-derived bacteria as enriched in inflamed tumors, and the associations of bacteria and tumor expression are context and species specific.


Asunto(s)
Neoplasias Colorrectales , Humanos , Neoplasias Colorrectales/genética , Fusobacterium/genética , Inestabilidad de Microsatélites , Transcriptoma
3.
J Exp Med ; 218(1)2021 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-33175106

RESUMEN

As microbial therapeutics are increasingly being tested in diverse patient populations, it is essential to understand the host and environmental factors influencing the microbiome. Through analysis of 1,359 gut microbiome samples from 946 healthy donors of the Milieu Intérieur cohort, we detail how microbiome composition is associated with host factors, lifestyle parameters, and disease states. Using a genome-based taxonomy, we found biological sex was the strongest driver of community composition. Additionally, bacterial populations shift across decades of life (age 20-69), with Bacteroidota species consistently increased with age while Actinobacteriota species, including Bifidobacterium, decreased. Longitudinal sampling revealed that short-term stability exceeds interindividual differences. By accounting for these factors, we defined global shifts in the microbiomes of patients with non-gastrointestinal tumors compared with healthy donors. Together, these results demonstrated that the microbiome displays predictable variations as a function of sex, age, and disease state. These variations must be considered when designing microbiome-targeted therapies or interpreting differences thought to be linked to pathophysiology or therapeutic response.


Asunto(s)
Bifidobacterium/crecimiento & desarrollo , Microbioma Gastrointestinal , Neoplasias/microbiología , Adulto , Anciano , Bifidobacterium/clasificación , Femenino , Humanos , Masculino , Persona de Mediana Edad
4.
Sci Transl Med ; 12(570)2020 11 18.
Artículo en Inglés | MEDLINE | ID: mdl-33208503

RESUMEN

The composition of the skin microbiota varies widely among individuals when sampled at the same body site. A key question is which molecular factors determine strain-level variability within sub-ecosystems of the skin microbiota. Here, we used a genomics-guided approach to identify an antibacterial biosynthetic gene cluster in Cutibacterium acnes (formerly Propionibacterium acnes), a human skin commensal bacterium that is widely distributed across individuals and skin sites. Experimental characterization of this biosynthetic gene cluster resulted in identification of a new thiopeptide antibiotic, cutimycin. Analysis of individual human skin hair follicles revealed that cutimycin contributed to the ecology of the skin hair follicle microbiota and helped to reduce colonization of skin hair follicles by Staphylococcus species.


Asunto(s)
Folículo Piloso , Microbiota , Antibacterianos/farmacología , Humanos , Propionibacterium acnes , Piel
5.
Science ; 363(6422)2019 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-30523076

RESUMEN

Barrier tissues are primary targets of environmental stressors and are home to the largest number of antigen-experienced lymphocytes in the body, including commensal-specific T cells. We found that skin-resident commensal-specific T cells harbor a paradoxical program characterized by a type 17 program associated with a poised type 2 state. Thus, in the context of injury and exposure to inflammatory mediators such as interleukin-18, these cells rapidly release type 2 cytokines, thereby acquiring contextual functions. Such acquisition of a type 2 effector program promotes tissue repair. Aberrant type 2 responses can also be unleashed in the context of local defects in immunoregulation. Thus, commensal-specific T cells co-opt tissue residency and cell-intrinsic flexibility as a means to promote both local immunity and tissue adaptation to injury.


Asunto(s)
Plasticidad de la Célula , Piel/lesiones , Piel/microbiología , Simbiosis , Células Th17/inmunología , Células Th17/microbiología , Heridas y Lesiones/inmunología , Alarminas/inmunología , Animales , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/microbiología , Candida albicans , Femenino , Factor de Transcripción GATA3/metabolismo , Interleucinas/inmunología , Masculino , Ratones Endogámicos C57BL , Ratones Transgénicos , Microscopía Confocal , Microscopía Fluorescente , Miembro 3 del Grupo F de la Subfamilia 1 de Receptores Nucleares/metabolismo , Análisis de Secuencia de ARN , Staphylococcus epidermidis , Transcriptoma
6.
J Exp Med ; 215(3): 785-799, 2018 03 05.
Artículo en Inglés | MEDLINE | ID: mdl-29382696

RESUMEN

How defined microbes influence the skin immune system remains poorly understood. Here we demonstrate that Corynebacteria, dominant members of the skin microbiota, promote a dramatic increase in the number and activation of a defined subset of γδ T cells. This effect is long-lasting, occurs independently of other microbes, and is, in part, mediated by interleukin (IL)-23. Under steady-state conditions, the impact of Corynebacterium is discrete and noninflammatory. However, when applied to the skin of a host fed a high-fat diet, Corynebacterium accolens alone promotes inflammation in an IL-23-dependent manner. Such effect is highly conserved among species of Corynebacterium and dependent on the expression of a dominant component of the cell envelope, mycolic acid. Our data uncover a mode of communication between the immune system and a dominant genus of the skin microbiota and reveal that the functional impact of canonical skin microbial determinants is contextually controlled by the inflammatory and metabolic state of the host.


Asunto(s)
Corynebacterium/fisiología , Inmunidad , Inflamación/inmunología , Inflamación/microbiología , Piel/inmunología , Piel/microbiología , Animales , Membrana Celular/metabolismo , Proliferación Celular , Humanos , Interleucina-17/metabolismo , Interleucina-23/metabolismo , Activación de Linfocitos/inmunología , Ratones Endogámicos C57BL , Filogenia , Receptores de Antígenos de Linfocitos T gamma-delta/metabolismo , Linfocitos T/metabolismo
7.
Nat Rev Microbiol ; 16(3): 143-155, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29332945

RESUMEN

Functioning as the exterior interface of the human body with the environment, skin acts as a physical barrier to prevent the invasion of foreign pathogens while providing a home to the commensal microbiota. The harsh physical landscape of skin, particularly the desiccated, nutrient-poor, acidic environment, also contributes to the adversity that pathogens face when colonizing human skin. Despite this, the skin is colonized by a diverse microbiota. In this Review, we describe amplicon and shotgun metagenomic DNA sequencing studies that have been used to assess the taxonomic diversity of microorganisms that are associated with skin from the kingdom to the strain level. We discuss recent insights into skin microbial communities, including their composition in health and disease, the dynamics between species and interactions with the immune system, with a focus on Propionibacterium acnes, Staphylococcus epidermidis and Staphylococcus aureus.


Asunto(s)
Bacterias/clasificación , Microbiota , Piel/microbiología , Fenómenos Fisiológicos Bacterianos , Humanos , Enfermedades Cutáneas Bacterianas/microbiología
8.
Cell ; 172(4): 784-796.e18, 2018 02 08.
Artículo en Inglés | MEDLINE | ID: mdl-29358051

RESUMEN

Mammalian barrier surfaces are constitutively colonized by numerous microorganisms. We explored how the microbiota was sensed by the immune system and the defining properties of such responses. Here, we show that a skin commensal can induce T cell responses in a manner that is restricted to non-classical MHC class I molecules. These responses are uncoupled from inflammation and highly distinct from pathogen-induced cells. Commensal-specific T cells express a defined gene signature that is characterized by expression of effector genes together with immunoregulatory and tissue-repair signatures. As such, non-classical MHCI-restricted commensal-specific immune responses not only promoted protection to pathogens, but also accelerated skin wound closure. Thus, the microbiota can induce a highly physiological and pleiotropic form of adaptive immunity that couples antimicrobial function with tissue repair. Our work also reveals that non-classical MHC class I molecules, an evolutionarily ancient arm of the immune system, can promote homeostatic immunity to the microbiota.


Asunto(s)
Inmunidad Adaptativa , Bacterias/inmunología , Antígenos de Histocompatibilidad Clase I/inmunología , Microbiota/inmunología , Piel/inmunología , Linfocitos T/inmunología , Animales , Regulación de la Expresión Génica/inmunología , Antígenos de Histocompatibilidad Clase I/genética , Ratones , Ratones Transgénicos
9.
Immunity ; 47(6): 1154-1168.e6, 2017 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-29221731

RESUMEN

White adipose tissue bridges body organs and plays a fundamental role in host metabolism. To what extent adipose tissue also contributes to immune surveillance and long-term protective defense remains largely unknown. Here, we have shown that at steady state, white adipose tissue contained abundant memory lymphocyte populations. After infection, white adipose tissue accumulated large numbers of pathogen-specific memory T cells, including tissue-resident cells. Memory T cells in white adipose tissue expressed a distinct metabolic profile, and white adipose tissue from previously infected mice was sufficient to protect uninfected mice from lethal pathogen challenge. Induction of recall responses within white adipose tissue was associated with the collapse of lipid metabolism in favor of antimicrobial responses. Our results suggest that white adipose tissue represents a memory T cell reservoir that provides potent and rapid effector memory responses, positioning this compartment as a potential major contributor to immunological memory.


Asunto(s)
Tejido Adiposo Blanco/trasplante , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD8-positivos/inmunología , Memoria Inmunológica , Toxoplasmosis/inmunología , Infecciones por Yersinia pseudotuberculosis/inmunología , Tejido Adiposo Blanco/inmunología , Animales , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Linfocitos T CD4-Positivos/microbiología , Linfocitos T CD4-Positivos/parasitología , Linfocitos T CD8-positivos/microbiología , Linfocitos T CD8-positivos/parasitología , Expresión Génica , Genes Reporteros , Interferón gamma/genética , Interferón gamma/inmunología , Interleucina-17/genética , Interleucina-17/inmunología , Interleucina-5/genética , Interleucina-5/inmunología , Metabolismo de los Lípidos , Proteínas Luminiscentes/genética , Proteínas Luminiscentes/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Análisis de Supervivencia , Trasplante de Tejidos , Toxoplasma/inmunología , Toxoplasmosis/genética , Toxoplasmosis/mortalidad , Toxoplasmosis/parasitología , Factor de Necrosis Tumoral alfa/genética , Factor de Necrosis Tumoral alfa/inmunología , Yersinia pseudotuberculosis/inmunología , Infecciones por Yersinia pseudotuberculosis/genética , Infecciones por Yersinia pseudotuberculosis/microbiología , Infecciones por Yersinia pseudotuberculosis/mortalidad
10.
Sci Transl Med ; 9(397)2017 07 05.
Artículo en Inglés | MEDLINE | ID: mdl-28679656

RESUMEN

The heterogeneous course, severity, and treatment responses among patients with atopic dermatitis (AD; eczema) highlight the complexity of this multifactorial disease. Prior studies have used traditional typing methods on cultivated isolates or sequenced a bacterial marker gene to study the skin microbial communities of AD patients. Shotgun metagenomic sequence analysis provides much greater resolution, elucidating multiple levels of microbial community assembly ranging from kingdom to species and strain-level diversification. We analyzed microbial temporal dynamics from a cohort of pediatric AD patients sampled throughout the disease course. Species-level investigation of AD flares showed greater Staphylococcus aureus predominance in patients with more severe disease and Staphylococcus epidermidis predominance in patients with less severe disease. At the strain level, metagenomic sequencing analyses demonstrated clonal S. aureus strains in more severe patients and heterogeneous S. epidermidis strain communities in all patients. To investigate strain-level biological effects of S. aureus, we topically colonized mice with human strains isolated from AD patients and controls. This cutaneous colonization model demonstrated S. aureus strain-specific differences in eliciting skin inflammation and immune signatures characteristic of AD patients. Specifically, S. aureus isolates from AD patients with more severe flares induced epidermal thickening and expansion of cutaneous T helper 2 (TH2) and TH17 cells. Integrating high-resolution sequencing, culturing, and animal models demonstrated how functional differences of staphylococcal strains may contribute to the complexity of AD disease.


Asunto(s)
Dermatitis Atópica/microbiología , Staphylococcus aureus/fisiología , Staphylococcus epidermidis/fisiología , Animales , Estudios de Casos y Controles , Niño , Dermatitis Atópica/inmunología , Dermatitis Atópica/patología , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Femenino , Humanos , Ratones Endogámicos C57BL , Índice de Severidad de la Enfermedad
11.
Cell ; 165(4): 854-66, 2016 May 05.
Artículo en Inglés | MEDLINE | ID: mdl-27153496

RESUMEN

Biogeography and individuality shape the structural and functional composition of the human skin microbiome. To explore these factors' contribution to skin microbial community stability, we generated metagenomic sequence data from longitudinal samples collected over months and years. Analyzing these samples using a multi-kingdom, reference-based approach, we found that despite the skin's exposure to the external environment, its bacterial, fungal, and viral communities were largely stable over time. Site, individuality, and phylogeny were all determinants of stability. Foot sites exhibited the most variability; individuals differed in stability; and transience was a particular characteristic of eukaryotic viruses, which showed little site-specificity in colonization. Strain and single-nucleotide variant-level analysis showed that individuals maintain, rather than reacquire, prevalent microbes from the environment. Longitudinal stability of skin microbial communities generates hypotheses about colonization resistance and empowers clinical studies exploring alterations observed in disease states.


Asunto(s)
Bacterias/clasificación , Hongos/clasificación , Microbiota , Piel/microbiología , Virus/clasificación , Bacterias/aislamiento & purificación , Fenómenos Fisiológicos Bacterianos , Virus ADN/aislamiento & purificación , Hongos/aislamiento & purificación , Hongos/fisiología , Homeostasis , Humanos , Propionibacterium acnes/aislamiento & purificación , Fenómenos Fisiológicos de la Piel , Simbiosis , Fenómenos Fisiológicos de los Virus , Virus/aislamiento & purificación
13.
Cell ; 163(2): 354-66, 2015 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-26451485

RESUMEN

Infections have been proposed as initiating factors for inflammatory disorders; however, identifying associations between defined infectious agents and the initiation of chronic disease has remained elusive. Here, we report that a single acute infection can have dramatic and long-term consequences for tissue-specific immunity. Following clearance of Yersinia pseudotuberculosis, sustained inflammation and associated lymphatic leakage in the mesenteric adipose tissue deviates migratory dendritic cells to the adipose compartment, thereby preventing their accumulation in the mesenteric lymph node. As a consequence, canonical mucosal immune functions, including tolerance and protective immunity, are persistently compromised. Post-resolution of infection, signals derived from the microbiota maintain inflammatory mesentery remodeling and consequently, transient ablation of the microbiota restores mucosal immunity. Our results indicate that persistent disruption of communication between tissues and the immune system following clearance of an acute infection represents an inflection point beyond which tissue homeostasis and immunity is compromised for the long-term. VIDEO ABSTRACT.


Asunto(s)
Microbioma Gastrointestinal , Enfermedades del Sistema Inmune/microbiología , Enfermedades del Sistema Inmune/patología , Enfermedades Linfáticas/patología , Infecciones por Yersinia pseudotuberculosis/inmunología , Yersinia pseudotuberculosis/fisiología , Movimiento Celular , Enfermedad Crónica , Células Dendríticas/patología , Femenino , Humanos , Enfermedades Linfáticas/microbiología , Tejido Linfoide/inmunología , Tejido Linfoide/patología , Masculino , Mesenterio/inmunología , Mesenterio/patología , Organismos Libres de Patógenos Específicos , Infecciones por Yersinia pseudotuberculosis/patología
14.
Immunity ; 42(6): 1130-42, 2015 Jun 16.
Artículo en Inglés | MEDLINE | ID: mdl-26070484

RESUMEN

Tissue-infiltrating Ly6C(hi) monocytes play diverse roles in immunity, ranging from pathogen killing to immune regulation. How and where this diversity of function is imposed remains poorly understood. Here we show that during acute gastrointestinal infection, priming of monocytes for regulatory function preceded systemic inflammation and was initiated prior to bone marrow egress. Notably, natural killer (NK) cell-derived IFN-γ promoted a regulatory program in monocyte progenitors during development. Early bone marrow NK cell activation was controlled by systemic interleukin-12 (IL-12) produced by Batf3-dependent dendritic cells (DCs) in the mucosal-associated lymphoid tissue (MALT). This work challenges the paradigm that monocyte function is dominantly imposed by local signals after tissue recruitment, and instead proposes a sequential model of differentiation in which monocytes are pre-emptively educated during development in the bone marrow to promote their tissue-specific function.


Asunto(s)
Células de la Médula Ósea/inmunología , Células Dendríticas/inmunología , Mucosa Intestinal/inmunología , Células Asesinas Naturales/inmunología , Leucocitos Mononucleares/inmunología , Toxoplasma/inmunología , Toxoplasmosis/inmunología , Animales , Antígenos Ly/metabolismo , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/genética , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/metabolismo , Células de la Médula Ósea/parasitología , Diferenciación Celular , Células Cultivadas , Interferón gamma/metabolismo , Interleucina-12/genética , Interleucina-12/metabolismo , Mucosa Intestinal/parasitología , Células Asesinas Naturales/parasitología , Leucocitos Mononucleares/parasitología , Activación de Linfocitos , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Modelos Inmunológicos , Especificidad de Órganos/inmunología , Proteínas Represoras/genética , Proteínas Represoras/metabolismo
16.
Genome Biol ; 16: 70, 2015 Apr 08.
Artículo en Inglés | MEDLINE | ID: mdl-25887564

RESUMEN

In a recent study, rich clinical assessment and longitudinal study design are combined with host gene expression and microbial sequencing analyses to develop a framework for exploring disease etiology and outcomes in the context of human inflammatory disease.See related article: http://dx.doi.org/10.1186/s13059-015-0637-x.


Asunto(s)
Interacciones Huésped-Parásitos/genética , Inflamación/genética , Microbiota/genética , Regulación Bacteriana de la Expresión Génica , Humanos , Inflamación/microbiología , Inflamación/patología
17.
Nature ; 520(7545): 104-8, 2015 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-25539086

RESUMEN

The skin represents the primary interface between the host and the environment. This organ is also home to trillions of microorganisms that play an important role in tissue homeostasis and local immunity. Skin microbial communities are highly diverse and can be remodelled over time or in response to environmental challenges. How, in the context of this complexity, individual commensal microorganisms may differentially modulate skin immunity and the consequences of these responses for tissue physiology remains unclear. Here we show that defined commensals dominantly affect skin immunity and identify the cellular mediators involved in this specification. In particular, colonization with Staphylococcus epidermidis induces IL-17A(+) CD8(+) T cells that home to the epidermis, enhance innate barrier immunity and limit pathogen invasion. Commensal-specific T-cell responses result from the coordinated action of skin-resident dendritic cell subsets and are not associated with inflammation, revealing that tissue-resident cells are poised to sense and respond to alterations in microbial communities. This interaction may represent an evolutionary means by which the skin immune system uses fluctuating commensal signals to calibrate barrier immunity and provide heterologous protection against invasive pathogens. These findings reveal that the skin immune landscape is a highly dynamic environment that can be rapidly and specifically remodelled by encounters with defined commensals, findings that have profound implications for our understanding of tissue-specific immunity and pathologies.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , Células Dendríticas/inmunología , Piel/inmunología , Piel/microbiología , Simbiosis/inmunología , Animales , Antígenos Bacterianos/inmunología , Linfocitos T CD8-positivos/citología , Células Dendríticas/citología , Humanos , Inmunidad Innata/inmunología , Interleucina-17/inmunología , Células de Langerhans/citología , Células de Langerhans/inmunología , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Primates , Piel/citología , Staphylococcus epidermidis/inmunología
18.
Nature ; 514(7520): 59-64, 2014 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-25279917

RESUMEN

The varied topography of human skin offers a unique opportunity to study how the body's microenvironments influence the functional and taxonomic composition of microbial communities. Phylogenetic marker gene-based studies have identified many bacteria and fungi that colonize distinct skin niches. Here metagenomic analyses of diverse body sites in healthy humans demonstrate that local biogeography and strong individuality define the skin microbiome. We developed a relational analysis of bacterial, fungal and viral communities, which showed not only site specificity but also individual signatures. We further identified strain-level variation of dominant species as heterogeneous and multiphyletic. Reference-free analyses captured the uncharacterized metagenome through the development of a multi-kingdom gene catalogue, which was used to uncover genetic signatures of species lacking reference genomes. This work is foundational for human disease studies investigating inter-kingdom interactions, metabolic changes and strain tracking, and defines the dual influence of biogeography and individuality on microbial composition and function.


Asunto(s)
Metagenoma , Piel/microbiología , Piel/virología , Bacteriófagos/genética , Bacteriófagos/aislamiento & purificación , Femenino , Genoma Bacteriano/genética , Genoma Fúngico/genética , Genoma Viral/genética , Genómica , Voluntarios Sanos , Humanos , Masculino , Metagenoma/genética , Filogenia , Propionibacterium acnes/genética , Propionibacterium acnes/aislamiento & purificación , Propionibacterium acnes/virología , Staphylococcus epidermidis/genética , Staphylococcus epidermidis/aislamiento & purificación , Staphylococcus epidermidis/virología , Simbiosis
19.
Microbiome ; 2: 33, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25225611

RESUMEN

BACKGROUND: Recent innovations in sequencing technologies have provided researchers with the ability to rapidly characterize the microbial content of an environmental or clinical sample with unprecedented resolution. These approaches are producing a wealth of information that is providing novel insights into the microbial ecology of the environment and human health. However, these sequencing-based approaches produce large and complex datasets that require efficient and sensitive computational analysis workflows. Many recent tools for analyzing metagenomic-sequencing data have emerged, however, these approaches often suffer from issues of specificity, efficiency, and typically do not include a complete metagenomic analysis framework. RESULTS: We present PathoScope 2.0, a complete bioinformatics framework for rapidly and accurately quantifying the proportions of reads from individual microbial strains present in metagenomic sequencing data from environmental or clinical samples. The pipeline performs all necessary computational analysis steps; including reference genome library extraction and indexing, read quality control and alignment, strain identification, and summarization and annotation of results. We rigorously evaluated PathoScope 2.0 using simulated data and data from the 2011 outbreak of Shiga-toxigenic Escherichia coli O104:H4. CONCLUSIONS: The results show that PathoScope 2.0 is a complete, highly sensitive, and efficient approach for metagenomic analysis that outperforms alternative approaches in scope, speed, and accuracy. The PathoScope 2.0 pipeline software is freely available for download at: http://sourceforge.net/projects/pathoscope/.

20.
BMC Bioinformatics ; 15: 262, 2014 Aug 04.
Artículo en Inglés | MEDLINE | ID: mdl-25091138

RESUMEN

BACKGROUND: The use of sequencing technologies to investigate the microbiome of a sample can positively impact patient healthcare by providing therapeutic targets for personalized disease treatment. However, these samples contain genomic sequences from various sources that complicate the identification of pathogens. RESULTS: Here we present Clinical PathoScope, a pipeline to rapidly and accurately remove host contamination, isolate microbial reads, and identify potential disease-causing pathogens. We have accomplished three essential tasks in the development of Clinical PathoScope. First, we developed an optimized framework for pathogen identification using a computational subtraction methodology in concordance with read trimming and ambiguous read reassignment. Second, we have demonstrated the ability of our approach to identify multiple pathogens in a single clinical sample, accurately identify pathogens at the subspecies level, and determine the nearest phylogenetic neighbor of novel or highly mutated pathogens using real clinical sequencing data. Finally, we have shown that Clinical PathoScope outperforms previously published pathogen identification methods with regard to computational speed, sensitivity, and specificity. CONCLUSIONS: Clinical PathoScope is the only pathogen identification method currently available that can identify multiple pathogens from mixed samples and distinguish between very closely related species and strains in samples with very few reads per pathogen. Furthermore, Clinical PathoScope does not rely on genome assembly and thus can more rapidly complete the analysis of a clinical sample when compared with current assembly-based methods. Clinical PathoScope is freely available at: http://sourceforge.net/projects/pathoscope/.


Asunto(s)
Biología Computacional/métodos , Técnicas Microbiológicas/métodos , Alineación de Secuencia/métodos , Análisis de Secuencia/métodos , Secuencia de Bases , Interacciones Huésped-Patógeno , Humanos , Filogenia , Especificidad de la Especie , Factores de Tiempo
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