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1.
BMC Genomics ; 24(1): 361, 2023 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-37370007

RESUMO

BACKGROUND: The reliability of culture-independent pathogen detection in foods using metagenomics is contingent on the quality and composition of the reference database. The inclusion of microbial sequences from a diverse representation of taxonomies in universal reference databases is recommended to maximize classification precision for pathogen detection. However, these sizable databases have high memory requirements that may be out of reach for some users. In this study, we aimed to assess the performance of a foodborne pathogen (FBP)-specific reference database (taxon-specific) relative to a universal reference database (taxon-agnostic). We tested our FBP-specific reference database's performance for detecting Listeria monocytogenes in two complex food matrices-ready-to-eat (RTE) turkey deli meat and prepackaged spinach-using three popular read-based DNA-to-DNA metagenomic classifiers: Centrifuge, Kraken 2 and KrakenUniq. RESULTS: In silico host sequence removal led to substantially fewer false positive (FP) classifications and higher classification precision in RTE turkey deli meat datasets using the FBP-specific reference database. No considerable improvement in classification precision was observed following host filtering for prepackaged spinach datasets and was likely a consequence of a higher microbe-to-host sequence ratio. All datasets classified with Centrifuge using the FBP-specific reference database had the lowest classification precision compared to Kraken 2 or KrakenUniq. When a confidence-scoring threshold was applied, a nearly equivalent precision to the universal reference database was achieved for Kraken 2 and KrakenUniq. Recall was high for both reference databases across all datasets and classifiers. Substantially fewer computational resources were required for metagenomics-based detection of L. monocytogenes using the FBP-specific reference database, especially when combined with Kraken 2. CONCLUSIONS: A universal (taxon-agnostic) reference database is not essential for accurate and reliable metagenomics-based pathogen detection of L. monocytogenes in complex food matrices. Equivalent classification performance can be achieved using a taxon-specific reference database when the appropriate quality control measures, classification software, and analysis parameters are applied. This approach is less computationally demanding and more attainable for the broader scientific and food safety communities.


Assuntos
Listeria monocytogenes , Listeria monocytogenes/genética , Spinacia oleracea , Microbiologia de Alimentos , Metagenômica , Reprodutibilidade dos Testes , Carne
2.
Clin Gastroenterol Hepatol ; 12(5): 831-837.e2, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24075890

RESUMO

BACKGROUND & AIMS: Pouchitis is the most common complication after ileal pouch-anal anastomosis (IPAA). However, symptoms are not specific. The Pouchitis Disease Activity Index (PDAI) and the Pouchitis Activity Score (PAS) have been used to diagnose pouchitis. We evaluated the correlation between the clinical components of these scores and endoscopic and histologic findings. METHODS: We performed a cross-sectional study, analyzing data from 278 patients from Mount Sinai Hospital (Toronto, Canada) who had an IPAA. Patients underwent pouchoscopy with a biopsy, and data were collected on patients' clinical status. The PDAI and PAS were calculated for each subject. The Spearman rank correlation (ρ) statistical test was used to evaluate correlations between the PDAI scores and PAS, and between total scores and subscores. RESULTS: The total PDAI scores and PAS scores were correlated; the clinical components of each correlated with the total score (ρ = 0.59 and ρ = 0.71, respectively). However, we observed a low level of correlation between clinical and endoscopic or histologic subscores, with ρ of 0.20 and 0.10, respectively, by PDAI, and ρ of 0.19 and 0.04, respectively, by PAS. CONCLUSIONS: There is a low level of correlation between clinical and endoscopic and histologic subscores of patients with IPAA; clinical symptoms therefore might not reflect objective evidence of inflammation. These findings, along with evidence of correlation between total scores and clinical symptoms, indicate that these indices do not accurately identify patients with pouch inflammation. Further research is required to understand additional factors that contribute to clinical symptoms in the absence of objective signs of pouch inflammation.


Assuntos
Bolsas Cólicas/patologia , Técnicas de Apoio para a Decisão , Endoscopia/métodos , Pouchite/diagnóstico , Pouchite/patologia , Índice de Gravidade de Doença , Adolescente , Adulto , Idoso , Biópsia , Canadá , Estudos Transversais , Feminino , Histocitoquímica , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
3.
Am J Gastroenterol ; 109(7): 983-93, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24751579

RESUMO

The application of high-throughput next-generation sequencing to the analysis of the human microbiome has led to a shift in our understanding of the etiology of complex diseases. In consequence, a great deal of literature can now be found exploring this complex system, and reviewing recent findings. Observations of alterations in the intestinal microbiome associating with inflammatory bowel disease and other chronic conditions are well supported and have been widely accepted by the research community. Yet, it can be difficult to objectively evaluate the importance of these results, given the wide variety of methodologies applied by different groups in the field. The aim of this review is to focus attention on the basic principles involved in microbiome analyses, and to describe factors that may have an impact on the accurate interpretation of results.


Assuntos
Biologia Computacional/métodos , Trato Gastrointestinal/microbiologia , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Metagenômica/métodos , Microbiota , Humanos , Filogenia
4.
Gut ; 62(10): 1433-9, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22879519

RESUMO

BACKGROUND: Inflammatory complications after ileal pouch-anal anastomosis (IPAA) for ulcerative colitis (UC) are common. OBJECTIVE: To investigate whether genetic factors are associated with adverse pouch outcomes such as chronic pouchitis (CP) and a Crohn's disease-like (CDL) phenotype. DESIGN: 866 patients were recruited from three centres in North America: Mount Sinai Hospital (Toronto, Ontario, Canada), the Cleveland Clinic (Cleveland, Ohio, USA) and Penn State Milton S Hershey Medical Center (Hershey, Pennsylvania, USA). DNA and clinical and demographic information were collected. Subjects were classified into post-surgical outcome groups: no chronic pouchitis (NCP), CP and CDL phenotype. RESULTS: Clinical and genetic data were available on 714 individuals. 487 (68.2%) were classified as NCP, 118 (16.5%) CP and 109 (15.3%) CDL. The presence of arthritis or arthropathy (p=0.02), primary sclerosing cholangitis (p=0.009) and duration of time from ileostomy closure to recruitment (p=0.001) were significantly associated with outcome. The NOD2insC (rs2066847) risk variant was the single nucleotide polymorphism (SNP) most significantly associated with pouch outcome (p=7.4×10(-5)). Specifically, it was associated with both CP and CDL in comparison with NCP (OR=3.2 and 4.3, respectively). Additionally, SNPs in NOX3 (rs6557421, rs12661812), DAGLB (rs836518) and NCF4 (rs8137602) were shown to be associated with pouch outcome with slightly weaker effects. A multivariable risk model combining previously identified clinical (smoking status, family history of inflammatory bowel disease), serological (anti-Saccharomyces cerevisiae antibody IgG, perinuclear antineutrophil cytoplasmic antibody and anti-CBir1) and genetic markers was constructed and resulted in an OR of 2.72 (p=8.89×10(-7)) for NCP versus CP/CDL and 3.22 (p=4.11×10(-8)) for NCP versus CDL, respectively. CONCLUSION: Genetic polymorphisms, in particular, the NOD2insC risk allele, are associated with chronic inflammatory pouch outcomes among patients with UC and IPAA.


Assuntos
Colite Ulcerativa/genética , Colite Ulcerativa/cirurgia , Bolsas Cólicas/efeitos adversos , Proteína Adaptadora de Sinalização NOD2/genética , Polimorfismo de Nucleotídeo Único , Doença Aguda , Adolescente , Adulto , Criança , Pré-Escolar , Doença Crônica , Doença de Crohn/etiologia , Doença de Crohn/genética , Feminino , Predisposição Genética para Doença , Humanos , Masculino , Pessoa de Meia-Idade , Pouchite/etiologia , Pouchite/genética , Prognóstico , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
5.
Can J Public Health ; 115(3): 425-431, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38683286

RESUMO

SETTING: Early in the COVID-19 pandemic, the Public Health Agency of Canada (PHAC) and provincial/territorial (P/T) public health identified the need for a coordinated response to complex multijurisdictional COVID-19 outbreaks. The first large multijurisdictional industrial worksite COVID-19 outbreak highlighted the risk of transmission within these congregate work settings, the risk of transmission to the broader community(ies), and the need to develop setting-specific outbreak response frameworks. INTERVENTION: PHAC assembled a team to provide national outbreak support for multijurisdictional COVID-19 outbreaks in May 2020. The COVID-19 Outbreak Response Unit (ORU) worked with P/T partners to develop guiding principles for outbreak response and outbreak investigation processes, guidance documents, and investigation tools (e.g., minimum data elements and questionnaires). OUTCOMES: The ORU, P/T partners, and onsite industrial worksite health and safety staff leveraged outbreak investigation guidelines, industrial worksite outbreak process documents (including minimum data elements), and enhanced case questionnaires to respond to multiple COVID-19 outbreak investigations in industrial worksites. Clear roles/responsibilities and processes, along with standardized data, allowed for more efficient outbreak investigations and earlier implementation of mitigation measures. IMPLICATIONS: Multijurisdictional COVID-19 outbreaks highlighted the importance of public health collaboration with industry partners onsite. The assembly of a national outbreak response team was important to facilitate information sharing and provide technical support. Lessons learned and recommendations on outbreak preparation, detection, management, and communication are included to enhance a response framework applicable to future emerging or re-emerging pathogens with epidemic and/or pandemic potential.


RéSUMé: CONTEXTE: Au début de la pandémie de COVID-19, l'Agence de la santé publique du Canada (ASPC) et les autorités provinciales/territoriales de santé publique ont reconnu la nécessité d'une réponse coordonnée en cas d'éclosions complexes multi-juridictionnelles de COVID-19. La première grande éclosion multi-juridictionnelle de COVID-19 dans un chantier industriel a mis en évidence le risque de transmission dans ces milieux de travail collectifs, le risque de transmission à l'ensemble de la (des) communauté(s) et la nécessité d'élaborer des cadres d'intervention en cas d'éclosion spécifiques aux types de milieux. INTERVENTION: L'ASPC a formé une équipe chargée de soutenir la réponse nationale contre les éclosions multi-juridictionnelles de COVID-19 en mai 2020. L'Unité d'intervention en cas d'éclosion (UIE) de COVID-19 a collaboré avec des partenaires provinciaux et territoriaux pour élaborer des principes de référence pour la lutte contre les éclosions de COVID-19 et des processus d'enquête sur les éclosions, des documents d'orientation et des outils d'enquête (p.ex. des éléments de données minimales et des questionnaires). RéSULTATS: L'UIE, les provinces et territoires et le personnel chargé de la santé et sécurité du travail sur le site se sont appuyés sur des principes de référence aux enquêtes sur les éclosions, les documents de processus d'enquête sur les éclosions dans les sites industriels, y compris les éléments de données minimales et le questionnaire détaillé sur les cas, pour répondre à multiples enquêtes d'éclosions de COVID-19 dans les sites industriels. Des rôles/responsabilités et des processus clairs, ainsi que des données standardisées, ont permis de mener des enquêtes plus efficaces sur les éclosions et de mettre en œuvre plus rapidement des mesures d'atténuation. IMPLICATIONS: Les éclosions multi-juridictionnelles de COVID-19 ont mis en évidence l'importance de la collaboration entre les autorités de santé publique et les partenaires industriels sur site. La constitution d'une équipe nationale d'intervention en cas d'éclosion a été importante pour faciliter le partage des informations et fournir un soutien technique. Les connaissances acquises et les recommandations sur la préparation, la détection, la gestion et la communication des éclosions sont incluses afin d'améliorer le cadre de réponse aux futurs agents pathogènes émergents ou ré-émergents ayant un potentiel épidémique et/ou pandémique.


Assuntos
COVID-19 , Surtos de Doenças , Local de Trabalho , Humanos , COVID-19/epidemiologia , COVID-19/prevenção & controle , Canadá/epidemiologia , Surtos de Doenças/prevenção & controle , Acampamento , Indústrias , Saúde Ocupacional
6.
ArXiv ; 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38764594

RESUMO

The COVID-19 pandemic led to a large global effort to sequence SARS-CoV-2 genomes from patient samples to track viral evolution and inform public health response. Millions of SARS-CoV-2 genome sequences have been deposited in global public repositories. The Canadian COVID-19 Genomics Network (CanCOGeN - VirusSeq), a consortium tasked with coordinating expanded sequencing of SARS-CoV-2 genomes across Canada early in the pandemic, created the Canadian VirusSeq Data Portal, with associated data pipelines and procedures, to support these efforts. The goal of VirusSeq was to allow open access to Canadian SARS-CoV-2 genomic sequences and enhanced, standardized contextual data that were unavailable in other repositories and that meet FAIR standards (Findable, Accessible, Interoperable and Reusable). In addition, the Portal data submission pipeline contains data quality checking procedures and appropriate acknowledgement of data generators that encourages collaboration. From inception to execution, the portal was developed with a conscientious focus on strong data governance principles and practices. Extensive efforts ensured a commitment to Canadian privacy laws, data security standards, and organizational processes. This Portal has been coupled with other resources like Viral AI and was further leveraged by the Coronavirus Variants Rapid Response Network (CoVaRR-Net) to produce a suite of continually updated analytical tools and notebooks. Here we highlight this Portal, including its contextual data not available elsewhere, and the 'Duotang', a web platform that presents key genomic epidemiology and modeling analyses on circulating and emerging SARS-CoV-2 variants in Canada. Duotang presents dynamic changes in variant composition of SARS-CoV-2 in Canada and by province, estimates variant growth, and displays complementary interactive visualizations, with a text overview of the current situation. The VirusSeq Data Portal and Duotang resources, alongside additional analyses and resources computed from the Portal (COVID-MVP, CoVizu), are all open-source and freely available. Together, they provide an updated picture of SARS-CoV-2 evolution to spur scientific discussions, inform public discourse, and support communication with and within public health authorities. They also serve as a framework for other jurisdictions interested in open, collaborative sequence data sharing and analyses.

7.
PLoS One ; 18(11): e0295028, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38015952

RESUMO

From pathogen detection to genome or plasmid closure, the utility of the Oxford Nanopore Technologies (ONT) MinION for microbiological analysis has been well documented. The MinION's small footprint, portability, and real-time analytic capability situates it well to address challenges in the field of unbiased pathogen detection, as a component of a security investigation. To this end, a multicenter evaluation of the effect of alternative analytical approaches on the outcome of MinION-based sequencing, using a set of well-characterized samples, was explored in a field-based scenario. Three expert scientific response groups evaluated known bacterial DNA extracts as part of an international first responder (Chemical, Biological, Radiological) training exercise. Samples were prepared independently for analysis using the Rapid and/or Rapid PCR sequencing kits as per the best practices of each of the participating groups. Analyses of sequence data were in turn conducted using varied approaches including ONTs What's in my pot (WIMP) architecture and in-house computational pipelines. Microbial community composition and the ability of each approach to detect pathogens was compared. Each group demonstrated the ability to detect all species present in samples, although several organisms were detected at levels much lower than expected with some organisms even falling below 1% abundance. Several 'contaminant' near neighbor species were also detected, at low abundance. Regardless of the sequencing approach chosen, the observed composition of the bacterial communities diverged from the input composition in each of the analyses, although sequencing conducted using the rapid kit produced the least distortion when compared to PCR-based library preparation methods. One of the participating groups generated drastically lower sequencing output than the other groups, likely attributed to the limited computer hard drive capacity, and occasional disruption of the internet connection. These results provide further consideration for conducting unbiased pathogen identification within a field setting using MinION sequencing. However, the benefits of this approach in providing rapid results and unbiased detection must be considered along with the complexity of sample preparation and data analytics, when compared to more traditional methods. When utilized by trained scientific experts, with appropriate computational resources, the MinION sequencing device is a useful tool for field-based pathogen detection in mixed samples.


Assuntos
Sequenciamento por Nanoporos , Nanoporos , Análise de Sequência de DNA/métodos , Bactérias/genética , Genoma , Biblioteca Gênica , Sequenciamento de Nucleotídeos em Larga Escala/métodos
8.
Microb Genom ; 9(12)2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38085797

RESUMO

Fast, efficient public health actions require well-organized and coordinated systems that can supply timely and accurate knowledge. Public databases of pathogen genomic data, such as the International Nucleotide Sequence Database Collaboration (INSDC), have become essential tools for efficient public health decisions. However, these international resources began primarily for academic purposes, rather than for surveillance or interventions. Now, queries need to access not only the whole genomes of multiple pathogens but also make connections using robust contextual metadata to identify issues of public health relevance. Databases that over time developed a patchwork of submission formats and requirements need to be consistently organized and coordinated internationally to allow effective searches.To help resolve these issues, we propose a common pathogen data structure called the Pathogen Data Object Model (DOM) that will formalize the minimum pieces of sequence data and contextual data necessary for general public health uses, while recognizing that submitters will likely withhold a wide range of non-public contextual data. Further, we propose contributors use the Pathogen DOM for all pathogen submissions (bacterial, viral, fungal, and parasites), which will simplify data submissions and provide a consistent and transparent data structure for downstream data analyses. We also highlight how improved submission tools can support the Pathogen DOM, offering users additional easy-to-use methods to ensure this structure is followed.


Assuntos
Nucleotídeos , Saúde Pública , Sequência de Bases , Genômica/métodos , Bases de Dados de Ácidos Nucleicos
9.
Microb Genom ; 9(1)2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36748616

RESUMO

Pathogen genomics is a critical tool for public health surveillance, infection control, outbreak investigations as well as research. In order to make use of pathogen genomics data, they must be interpreted using contextual data (metadata). Contextual data include sample metadata, laboratory methods, patient demographics, clinical outcomes and epidemiological information. However, the variability in how contextual information is captured by different authorities and how it is encoded in different databases poses challenges for data interpretation, integration and their use/re-use. The DataHarmonizer is a template-driven spreadsheet application for harmonizing, validating and transforming genomics contextual data into submission-ready formats for public or private repositories. The tool's web browser-based JavaScript environment enables validation and its offline functionality and local installation increases data security. The DataHarmonizer was developed to address the data sharing needs that arose during the COVID-19 pandemic, and was used by members of the Canadian COVID Genomics Network (CanCOGeN) to harmonize SARS-CoV-2 contextual data for national surveillance and for public repository submission. In order to support coordination of international surveillance efforts, we have partnered with the Public Health Alliance for Genomic Epidemiology to also provide a template conforming to its SARS-CoV-2 contextual data specification for use worldwide. Templates are also being developed for One Health and foodborne pathogens. Overall, the DataHarmonizer tool improves the effectiveness and fidelity of contextual data capture as well as its subsequent usability. Harmonization of contextual information across authorities, platforms and systems globally improves interoperability and reusability of data for concerted public health and research initiatives to fight the current pandemic and future public health emergencies. While initially developed for the COVID-19 pandemic, its expansion to other data management applications and pathogens is already underway.


Assuntos
COVID-19 , Humanos , COVID-19/epidemiologia , Pandemias , SARS-CoV-2/genética , Canadá , Genômica/métodos
10.
Clin Gastroenterol Hepatol ; 10(5): 507-12.e1, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-21963956

RESUMO

BACKGROUND & AIMS: Pouchitis and Crohn's disease (CD)-like (CDL) complications of the pouch occur at rates near 50% and 20%, respectively, after colectomy with ileal pouch-anal anastomosis (IPAA) for ulcerative colitis (UC). We investigated whether antimicrobial antibodies are associated with pouch outcome after IPAA. METHODS: We studied clinical and endoscopic data from 399 individuals with UC who underwent colectomy with IPAA at Mount Sinai Hospital in Toronto, Canada; patients were classified as no pouchitis (NP), chronic pouchitis (CP), or CDL. Serum samples were analyzed from 341 patients for antibodies against Saccharomyces cerevisiae (ASCA), OmpC, CBir1, and perinuclear antineutrophil cytoplasmic antibody (pANCA). RESULTS: Of the subjects, 70.7% had NP, 16.8% developed CP, and 12.5% developed CDL. Smoking was associated with CDL (P = .003). Ashkenazi Jewish individuals more commonly had CP (P = .008). Of patients with CDL, 53.5% and 14.0% had positive test results for anti-CBir1 and ASCA (immunoglobulin G), respectively, compared with 21.4% and 3.8% of those with NP and 28.3% and 5.0% of those with CP (P < .0001 and P = .03). Anti-CBir1 was associated with CDL, compared with NP (P = 2.8 × 10(-5); odds ratio [OR], 4.2; 95% confidence interval [CI], 2.2-8.3) or CP (P = .011; OR, 2.9; 95% CI, 1.3-6.6). ASCA immunoglobulin G was associated with CDL, compared with patients with NP (P = .01; OR, 4.1; 95% CI, 1.4-12.3). In a combined model, pANCA and the antimicrobial antibodies were associated with CP (P = .029) and CDL (P = 4.7 × 10(-4)). CONCLUSIONS: Antimicrobial antibodies and pANCA are associated with inflammatory complications of the pouch. The CDL phenotype is associated with factors that characterize Crohn's disease, including smoking, anti-CBir1, and ASCA.


Assuntos
Anticorpos Antibacterianos/sangue , Anticorpos Antifúngicos/sangue , Bolsas Cólicas/patologia , Doença de Crohn/patologia , Pouchite/patologia , Adolescente , Adulto , Bactérias/imunologia , Canadá , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Saccharomyces cerevisiae/imunologia , Adulto Jovem
11.
Biol Direct ; 15(1): 29, 2020 12 10.
Artigo em Inglês | MEDLINE | ID: mdl-33302990

RESUMO

BACKGROUND: The advent of metagenomic sequencing provides microbial abundance patterns that can be leveraged for sample origin prediction. Supervised machine learning classification approaches have been reported to predict sample origin accurately when the origin has been previously sampled. Using metagenomic datasets provided by the 2019 CAMDA challenge, we evaluated the influence of variable technical, analytical and machine learning approaches for result interpretation and novel source prediction. RESULTS: Comparison between 16S rRNA amplicon and shotgun sequencing approaches as well as metagenomic analytical tools showed differences in normalized microbial abundance, especially for organisms present at low abundance. Shotgun sequence data analyzed using Kraken2 and Bracken, for taxonomic annotation, had higher detection sensitivity. As classification models are limited to labeling pre-trained origins, we took an alternative approach using Lasso-regularized multivariate regression to predict geographic coordinates for comparison. In both models, the prediction errors were much higher in Leave-1-city-out than in 10-fold cross validation, of which the former realistically forecasted the increased difficulty in accurately predicting samples from new origins. This challenge was further confirmed when applying the model to a set of samples obtained from new origins. Overall, the prediction performance of the regression and classification models, as measured by mean squared error, were comparable on mystery samples. Due to higher prediction error rates for samples from new origins, we provided an additional strategy based on prediction ambiguity to infer whether a sample is from a new origin. Lastly, we report increased prediction error when data from different sequencing protocols were included as training data. CONCLUSIONS: Herein, we highlight the capacity of predicting sample origin accurately with pre-trained origins and the challenge of predicting new origins through both regression and classification models. Overall, this work provides a summary of the impact of sequencing technique, protocol, taxonomic analytical approaches, and machine learning approaches on the use of metagenomics for prediction of sample origin.


Assuntos
Metagenoma , Metagenômica/métodos , Microbiota/genética , RNA Ribossômico 16S/análise , Aprendizado de Máquina Supervisionado
12.
Clin Transl Gastroenterol ; 10(5): 1-7, 2019 05 22.
Artigo em Inglês | MEDLINE | ID: mdl-31117112

RESUMO

INTRODUCTION: Pouchitis is a common complication after ileal pouch-anal anastomosis (IPAA). However, there is a poor correlation between symptoms and endoscopic appearance of the pouch, and many patients can have debilitating symptoms in the absence of overt inflammation. It is unknown whether these clinical symptoms are independently associated with the microbiota. The objective of this work was to examine whether the individual clinical components of the pouch activity scoring systems are associated with specific microbiota. METHODS: Pouch biopsies from 233 patients (50% male, 100% IPAA/ulcerative colitis) post-IPAA were included. Clinical phenotyping was performed, and patients were classified using both clinical and endoscopic components of the Pouch Activity Scale. Scoring for symptoms examined 24-hour stool frequency, urgency, incontinence, and rectal bleeding as described by the Pouchitis Disease Activity Index Score. RESULTS: In the absence of inflammation, an increase in stool frequency reported over 24 hours was associated with a decrease in Bacteroidetes relative abundance, and this was the strongest association found. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis in inflamed groups showed that an increase in 24-hour stool frequency was associated with an increase in biofilm formation. DISCUSSION: These findings indicate that in patients with IPAA, the composition of mucosa-associated microbiota of the pouch may contribute to clinical symptoms, particularly stool frequency, independent of endoscopic disease activity.


Assuntos
Bolsas Cólicas/microbiologia , Microbioma Gastrointestinal/imunologia , Íleo/microbiologia , Mucosa Intestinal/microbiologia , Pouchite/diagnóstico , Proctocolectomia Restauradora/efeitos adversos , Adulto , Idoso , Biópsia , Colite Ulcerativa/microbiologia , Colite Ulcerativa/cirurgia , Bolsas Cólicas/patologia , Colonoscopia , Feminino , Seguimentos , Humanos , Íleo/diagnóstico por imagem , Íleo/patologia , Íleo/cirurgia , Mucosa Intestinal/diagnóstico por imagem , Mucosa Intestinal/imunologia , Mucosa Intestinal/patologia , Masculino , Pessoa de Meia-Idade , Pouchite/imunologia , Pouchite/microbiologia , Índice de Gravidade de Doença
13.
Sci Rep ; 8(1): 10931, 2018 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-30026559

RESUMO

The MinION sequencer (Oxford Nanopore Technologies) is a paradigm shifting device allowing rapid, real time long read sequencing of nucleic acids. Yet external benchmarking of this technologies' capabilities has not been extensively reported, nor has thorough evaluation of its utility for field-based analysis with sub-optimal sample types been described. The aim of this study was to evaluate the capability of the MinION sequencer for bacterial genomic and metagenomic applications, with specific emphasis placed on the quality, yield, and accuracy of generated sequence data. Two independent laboratories at the National Microbiology Laboratory (Public Health Agency of Canada), sequenced a set of microbes in replicate, using the currently available flowcells, sequencing chemistries, and software available at the time of the experiment. Overall sequencing yield and quality improved through the course of this set of experiments. Sequencing alignment accuracy was high reaching 97% for all 2D experiments, though was slightly lower for 1D sequencing (94%). 1D sequencing provided much longer sequences than 2D. Both sequencing chemistries performed equally well in constructing genomic assemblies. There was evidence of barcode cross-over using both the native and PCR barcoding methods. Despite the sub-optimal nature of samples sequenced in the field, sequences attributable to B. anthracis the target organism used in this scenario, could none-the-less be detected. Together, this report showcases the rapid advancement in this technology and its utility in the context of genomic sequencing of microbial isolates of importance to public health.


Assuntos
Bacillus anthracis/genética , Sequenciamento Completo do Genoma/instrumentação , Genoma Bacteriano , Sequenciamento de Nucleotídeos em Larga Escala/instrumentação , Metagenômica , Nanoporos
15.
PLoS One ; 12(10): e0185656, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28982116

RESUMO

Canada has one of the lowest rates of tuberculosis (TB) in the world, however, among certain sub-populations, disease incidence rates approach those observed in sub-Saharan Africa, and other high incidence regions. In this study, we applied mycobacterial interspersed repetitive unit (MIRU) variable number of tandem repeat (VNTR) and whole genome sequencing (WGS) to the analysis of Mycobacterium tuberculosis isolates obtained from Northern communities in the territory of Nunavut. WGS was carried out using the Illumina MiSeq, with identified variants used to infer phylogenetic relationships and annotated to infer functional implications. Additionally, the sequencing data from these isolates were augmented with publically available WGS to evaluate data from the Nunavut outbreak in the broader Canadian context. In this study, isolates could be classified into four major clusters by MIRU-VNTR analysis. These could be further resolved into sub-clusters using WGS. No evidence for antimicrobial resistance, either genetic or phenotypic, was observed in this cohort. Among most subjects with multiple samples, reactivation/incomplete treatment likely contributed to recurrence. However, isolates from two subjects appeared more likely to have occurred via reinfection, based on the large number of genomic single nucleotide variants detected. Finally, although quite distinct from previously reported Canadian MTB strains, isolates obtained from Nunavut clustered most closely with a cohort of samples originating in the Nunavik region of Northern Quebec. This study demonstrates the benefit of using WGS for discriminatory analysis of MTB in Canada, especially in high incidence regions. It further emphasizes the importance of focusing epidemiological intervention efforts on interrupting transmission chains of endemic TB throughout Northern communities, rather than relying on strategies applied in regions where the majority of TB cases result from importation of foreign strains.


Assuntos
Genoma Bacteriano , Mycobacterium tuberculosis/genética , Tuberculose/epidemiologia , Estudos de Coortes , Surtos de Doenças , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Nunavut/epidemiologia , Tuberculose/microbiologia
17.
Inflamm Bowel Dis ; 22(4): 807-16, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26954709

RESUMO

Inflammatory bowel disease has been associated with differential abundance of numerous organisms when compared to healthy controls (HCs); however, few studies have investigated variability in the microbiome across intestinal locations and how this variability might be related to disease location and phenotype. In this study, we have analyzed the microbiome of a large cohort of individuals recruited at Mount Sinai Hospital in Toronto, Canada. Biopsies were taken from subjects with Crohn's disease, ulcerative colitis, and HC, and also individuals having undergone ileal pouch-anal anastomosis for treatment of ulcerative colitis or familial adenomatous polyposis. Microbial 16S rRNA was sequenced using the Illumina MiSeq platform. We observed a great deal of variability in the microbiome characterizing different sampling locations. Samples from pouch and afferent limb were comparable in microbial composition. When comparing sigmoid and terminal ileum samples, more differences were observed. The greatest number of differentially abundant microbes was observed when comparing either pouch or afferent limb samples to sigmoid or terminal ileum. Despite these differences, we were able to observe modest microbial variability between inflammatory bowel disease phenotypes and HCs, even when controlling for sampling location and additional experimental factors. Most detected associations were observed between HCs and Crohn's disease, with decreases in specific genera in the families Ruminococcaceae and Lachnospiraceae characterizing tissue samples from individuals with Crohn's disease. This study highlights important considerations when analyzing the composition of the microbiome and also provides useful insight into differences in the microbiome characterizing these seemingly related phenotypes.


Assuntos
Colite Ulcerativa/microbiologia , Bolsas Cólicas/microbiologia , Doença de Crohn/microbiologia , Íleo/microbiologia , Intestinos/microbiologia , Microbiota , Adulto , Canadá , Estudos de Casos e Controles , Estudos de Coortes , Colite Ulcerativa/patologia , Colite Ulcerativa/cirurgia , Bolsas Cólicas/patologia , Doença de Crohn/patologia , Doença de Crohn/cirurgia , Feminino , Seguimentos , Humanos , Íleo/patologia , Intestinos/patologia , Masculino , Pessoa de Meia-Idade , Fenótipo , Prognóstico
18.
PLoS One ; 11(8): e0158723, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27490181

RESUMO

Mutations in the erm(41) gene of M.abscessus group organisms are associated with differences in inducible macrolide resistance, with current recommendations being to hold rapidly growing isolates for up to 14 days in order to ensure that resistance which develops more slowly can be detected. This study aimed to determine the ideal incubation time for accurate identification of inducible macrolide resistance as well as to determine if there was an association between the time taken to detect inducible resistance in M.abscessus group organisms and their erm(41) sequevar. We amplified and sequenced the erm(41) genes of a total of 104 M.abscessus group isolates and determined their sequevars. The isolates were tested for phenotypic clarithromycin resistance at days 7, 10, 14 and 21, using Trek Diagnostics Sensititre RAPMYCO microbroth dilution plates. Associations between erm(41) gene sequevars and time to detection of resistance were evaluated using Fisher's exact test in R. The samples included in this study fell into 14 sequevars, with the majority of samples falling into Sequevar02 (16), Sequevar06 (15), Sequevar08 (7) and Sequvar 15 (31), and several isolates that were in small clusters, or unique. The majority (82.7%) of samples exhibiting inducible macrolide resistance were interpreted as resistant by day 7. Two isolates in Sequevar02, which has a T28C mutation that is associated with sensitivity, showed intermediate resistance at day 14, though the majority (13) were sensitive at day 14. The majority of isolates with inducible macrolide resistance fell into Sequevars 06,08 and 15, none of which contain the T28C mutation. These sequevars were analyzed to determine if there was any correlation between sequevar and time to detection of resistance. None was found. Based on these findings, we recommend the addition of a day 7 read to the CLSI guidelines to improve turn-around-times for these isolates. It is also recommended that erm(41) gene sequencing be added to routine phenotypic testing for the resolution of cases with difficult-to-interpret phenotypic results.


Assuntos
Antibacterianos/farmacologia , Proteínas de Bactérias/genética , Farmacorresistência Bacteriana/genética , Macrolídeos/farmacologia , Mycobacterium/genética , Claritromicina/farmacologia , Farmacorresistência Bacteriana/efeitos dos fármacos , Metiltransferases/genética , Testes de Sensibilidade Microbiana , Mycobacterium/efeitos dos fármacos , Mycobacterium/isolamento & purificação , RNA Ribossômico 16S/química , RNA Ribossômico 16S/genética , RNA Ribossômico 16S/metabolismo , Análise de Sequência de DNA , Fatores de Tempo
19.
Hum Pathol ; 54: 31-6, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27063473

RESUMO

Following restorative proctocolectomy with an ileal pouch-anal anastomosis, the small bowel mucosa undergoes several specific histologic adaptions, which may be unrelated to the underlying disease or symptoms of pouchitis. An increase in intraepithelial lymphocytes (IELs) has not been described as part of this spectrum. Mucosal biopsies of the ileal pouch and afferent limb of 230 patients (mean age: 45.7y [18.3-74.7], gender [female/male]: 117/113) with a functioning ileal pouch-anal anastomosis (mean time since ileostomy closure: 10.8months) and associated clinically annotated outcome data were assessed for IELs/100 enterocytes. Forty-two patients (18.3%) showed an increase in IELs (≥20 IELs/100 enterocytes [range 20-39]), in pouch and/or afferent limb biopsies. Intraepithelial lymphocytosis was more commonly observed in afferent limb compared to pouch biopsies (18.8% vs 8.3%; P = .42) and in familial adenomatous polyposis compared to ulcerative colitis patients (16% vs 8%; P = 0.36), but neither difference reached statistical significance. No cases with increased IELs displayed severe villous blunting. Increased IELs were not significantly associated with age, sex, ethnicity, smoking history, time since ileostomy, use of antibiotics, biologic agents, anti-diarrheal agents or probiotics, C-reactive protein levels or differential white cell count. None of the 42 patients with increased IELs had positive celiac serology (anti-human tissue transglutaminase IgA [ELISA] with corresponding total serum IgA). Intraepithelial lymphocytosis in pouch biopsies may represent a subclinical response to an altered bacterial microenvironment. Pathologists should be aware that intraepithelial lymphocytosis is part of the spectrum of changes in pouch biopsies, and only rarely is due to celiac disease.


Assuntos
Polipose Adenomatosa do Colo/cirurgia , Colite Ulcerativa/cirurgia , Bolsas Cólicas/efeitos adversos , Enterócitos/patologia , Íleo/patologia , Linfocitose/patologia , Pouchite/patologia , Polipose Adenomatosa do Colo/diagnóstico , Adolescente , Adulto , Idoso , Biópsia , Doença Celíaca/patologia , Colite Ulcerativa/diagnóstico , Diagnóstico Diferencial , Feminino , Humanos , Linfocitose/etiologia , Masculino , Pessoa de Meia-Idade , Pouchite/etiologia , Valor Preditivo dos Testes , Testes Sorológicos , Resultado do Tratamento , Adulto Jovem
20.
PLoS One ; 11(2): e0148676, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26849565

RESUMO

The advent and widespread application of next-generation sequencing (NGS) technologies to the study of microbial genomes has led to a substantial increase in the number of studies in which whole genome sequencing (WGS) is applied to the analysis of microbial genomic epidemiology. However, microorganisms such as Mycobacterium tuberculosis (MTB) present unique problems for sequencing and downstream analysis based on their unique physiology and the composition of their genomes. In this study, we compare the quality of sequence data generated using the Nextera and TruSeq isolate preparation kits for library construction prior to Illumina sequencing-by-synthesis. Our results confirm that MTB NGS data quality is highly dependent on the purity of the DNA sample submitted for sequencing and its guanine-cytosine content (or GC-content). Our data additionally demonstrate that the choice of library preparation method plays an important role in mitigating downstream sequencing quality issues. Importantly for MTB, the Illumina TruSeq library preparation kit produces more uniform data quality than the Nextera XT method, regardless of the quality of the input DNA. Furthermore, specific genomic sequence motifs are commonly missed by the Nextera XT method, as are regions of especially high GC-content relative to the rest of the MTB genome. As coverage bias is highly undesirable, this study illustrates the importance of appropriate protocol selection when performing NGS studies in order to ensure that sound inferences can be made regarding mycobacterial genomes.


Assuntos
Genoma Bacteriano , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Mycobacterium tuberculosis , Manejo de Espécimes/métodos , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/isolamento & purificação
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