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Microbiome bioinformatics

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https://www.readbyqxmd.com/read/28431529/hirbin-high-resolution-identification-of-differentially-abundant-functions-in-metagenomes
#1
Tobias Österlund, Viktor Jonsson, Erik Kristiansson
BACKGROUND: Gene-centric analysis of metagenomics data provides information about the biochemical functions present in a microbiome under a certain condition. The ability to identify significant differences in functions between metagenomes is dependent on accurate classification and quantification of the sequence reads (binning). However, biological effects acting on specific functions may be overlooked if the classes are too general. METHODS: Here we introduce High-Resolution Binning (HirBin), a new method for gene-centric analysis of metagenomes...
April 21, 2017: BMC Genomics
https://www.readbyqxmd.com/read/28398468/rtk-efficient-rarefaction-analysis-of-large-datasets
#2
Paul Saary, Kristoffer Forslund, Peer Bork, Falk Hildebrand
Motivation: The rapidly expanding microbiomics field is generating increasingly larger datasets, characterizing the microbiota in diverse environments. Although classical numerical ecology methods provide a robust statistical framework for their analysis, software currently available is inadequate for large datasets and some computationally intensive tasks, like rarefaction and associated analysis. Results: Here we present a software package for rarefaction analysis of large count matrices, as well as estimation and visualization of diversity, richness and evenness...
April 7, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28390576/functional-relevance-of-microbiome-signatures-the-correlation-era-requires-tools-for-consolidation
#3
Ludovica F Buttó, Dirk Haller
Compelling research over the past decade identified a fundamental role of the intestinal microbiome on human health. Compositional and functional changes of this microbial ecosystem are correlated with a variety of human pathologies. Metagenomic resolution and bioinformatic tools considerably improved, allowing even strain-level analysis. However, the search for microbial risk patterns in human cohorts is often confounded by environmental factors (eg, medication) and host status (eg, disease relapse), questioning the prognostic and therapeutic value of the currently available information...
April 2017: Journal of Allergy and Clinical Immunology
https://www.readbyqxmd.com/read/28384412/second-era-of-omics-in-caries-research-moving-past-the-phase-of-disillusionment
#4
M M Nascimento, E Zaura, A Mira, N Takahashi, J M Ten Cate
Novel approaches using OMICS techniques enable a collective assessment of multiple related biological units, including genes, gene expression, proteins, and metabolites. In the past decade, next-generation sequencing ( NGS) technologies were improved by longer sequence reads and the development of genome databases and user-friendly pipelines for data analysis, all accessible at lower cost. This has generated an outburst of high-throughput data. The application of OMICS has provided more depth to existing hypotheses as well as new insights in the etiology of dental caries...
April 1, 2017: Journal of Dental Research
https://www.readbyqxmd.com/read/28361558/mining-the-fecal-proteome-from-biomarkers-to-personalised-medicine
#5
Ping Jin, Kui Wang, Canhua Huang, Edouard C Nice
Fecal proteomics has gained increased prominence in recent years. It can provide insights into the diagnosis and surveillance of many bowel diseases by both identifying potential biomarkers in stool samples and helping identify disease-related pathways. Fecal proteomics has already shown its potential for the discovery and validation of biomarkers for colorectal cancer screening, and the analysis of fecal microbiota by MALDI-MS for the diagnosis of a range of bowel diseases is gaining clinical acceptance. Areas covered: Based on a comprehensive analysis of the current literature, we introduce the range of sensitive and specific proteomics methods which comprise the current 'Proteomics Toolbox', explain how the integration of fecal proteomics with data processing/bioinformatics has been used for the identification of potential biomarkers for both CRC and other gut-related pathologies and analysis of the fecal microbiome, outline some of the current fecal assays in current clinical practice and introduce the concept of personalised medicine which these technologies will help inform...
April 10, 2017: Expert Review of Proteomics
https://www.readbyqxmd.com/read/28341746/leveraging-sequence-based-faecal-microbial-community-survey-data-to-identify-a-composite-biomarker-for-colorectal-cancer
#6
Manasi S Shah, Todd Z DeSantis, Thomas Weinmaier, Paul J McMurdie, Julia L Cope, Adam Altrichter, Jose-Miguel Yamal, Emily B Hollister
OBJECTIVE: Colorectal cancer (CRC) is the second leading cause of cancer-associated mortality in the USA. The faecal microbiome may provide non-invasive biomarkers of CRC and indicate transition in the adenoma-carcinoma sequence. Re-analysing raw sequence and metadata from several studies uniformly, we sought to identify a composite and generalisable microbial marker for CRC. DESIGN: Raw 16S rRNA gene sequence data sets from nine studies were processed with two pipelines, (1) QIIME closed reference (QIIME-CR) or (2) a strain-specific method herein termed SS-UP (Strain Select, UPARSE bioinformatics pipeline)...
March 24, 2017: Gut
https://www.readbyqxmd.com/read/28337072/precision-metagenomics-rapid-metagenomic-analyses-for-infectious-disease-diagnostics-and-public-health-surveillance
#7
Ebrahim Afshinnekoo, Chou Chou, Noah Alexander, Sofia Ahsanuddin, Audrey N Schuetz, Christopher E Mason
Next-generation sequencing (NGS) technologies have ushered in the era of precision medicine, transforming the way we treat cancer patients and diagnose disease. Concomitantly, the advent of these technologies has created a surge of microbiome and metagenomic studies over the last decade, many of which are focused on investigating the host-gene-microbial interactions responsible for the development and spread of infectious diseases, as well as delineating their key role in maintaining health. As we continue to discover more information about the etiology of infectious diseases, the translational potential of metagenomic NGS methods for treatment and rapid diagnosis is becoming abundantly clear...
April 2017: Journal of Biomolecular Techniques: JBT
https://www.readbyqxmd.com/read/28337070/genomic-methods-and-microbiological-technologies-for-profiling-novel-and-extreme-environments-for-the-extreme-microbiome-project-xmp
#8
Scott Tighe, Ebrahim Afshinnekoo, Tara M Rock, Ken McGrath, Noah Alexander, Alexa McIntyre, Sofia Ahsanuddin, Daniela Bezdan, Stefan J Green, Samantha Joye, Sarah Stewart Johnson, Don A Baldwin, Nathan Bivens, Nadim Ajami, Joseph R Carmical, Ian Charold Herriott, Rita Colwell, Mohamed Donia, Jonathan Foox, Nick Greenfield, Tim Hunter, Jessica Hoffman, Joshua Hyman, Ellen Jorgensen, Diana Krawczyk, Jodie Lee, Shawn Levy, Natàlia Garcia-Reyero, Matthew Settles, Kelley Thomas, Felipe Gómez, Lynn Schriml, Nikos Kyrpides, Elena Zaikova, Jon Penterman, Christopher E Mason
The Extreme Microbiome Project (XMP) is a project launched by the Association of Biomolecular Resource Facilities Metagenomics Research Group (ABRF MGRG) that focuses on whole genome shotgun sequencing of extreme and unique environments using a wide variety of biomolecular techniques. The goals are multifaceted, including development and refinement of new techniques for the following: 1) the detection and characterization of novel microbes, 2) the evaluation of nucleic acid techniques for extremophilic samples, and 3) the identification and implementation of the appropriate bioinformatics pipelines...
March 10, 2017: Journal of Biomolecular Techniques: JBT
https://www.readbyqxmd.com/read/28321234/a-review-of-bioinformatics-tools-for-bio-prospecting-from-metagenomic-sequence-data
#9
REVIEW
Despoina D Roumpeka, R John Wallace, Frank Escalettes, Ian Fotheringham, Mick Watson
The microbiome can be defined as the community of microorganisms that live in a particular environment. Metagenomics is the practice of sequencing DNA from the genomes of all organisms present in a particular sample, and has become a common method for the study of microbiome population structure and function. Increasingly, researchers are finding novel genes encoded within metagenomes, many of which may be of interest to the biotechnology and pharmaceutical industries. However, such "bioprospecting" requires a suite of sophisticated bioinformatics tools to make sense of the data...
2017: Frontiers in Genetics
https://www.readbyqxmd.com/read/28235585/omics-in-fish-mucosal-immunity
#10
Salinas Irene, Susana Magadán
The mucosal immune system of fish is a complex network of immune cells and molecules that are constantly surveilling the environment and protecting the host from infection. A number of "omics" tools are now available and utilized to understand the complexity of mucosal immune systems in non-traditional animal models. This review summarizes recent advances in the implementation of "omics" tools pertaining to the four mucosa-associated lymphoid tissues in teleosts. Genomics, transcriptomics, proteomics, and "omics" in microbiome research require interdisciplinary collaboration and careful experimental design...
February 21, 2017: Developmental and Comparative Immunology
https://www.readbyqxmd.com/read/28184370/metaproteomics-as-a-complementary-approach-to-gut-microbiota-in-health-and-disease
#11
REVIEW
Bernardo A Petriz, Octávio L Franco
Classic studies on phylotype profiling are limited to the identification of microbial constituents, where information is lacking about the molecular interaction of these bacterial communities with the host genome and the possible outcomes in host biology. A range of OMICs approaches have provided great progress linking the microbiota to health and disease. However, the investigation of this context through proteomic mass spectrometry-based tools is still being improved. Therefore, metaproteomics or community proteogenomics has emerged as a complementary approach to metagenomic data, as a field in proteomics aiming to perform large-scale characterization of proteins from environmental microbiota, such as the human gut...
2017: Frontiers in Chemistry
https://www.readbyqxmd.com/read/28173873/microbiomic-differences-in-tumor-and-paired-normal-tissue-in-head-and-neck-squamous-cell-carcinomas
#12
Hannah Wang, Pauline Funchain, Gurkan Bebek, Jessica Altemus, Huan Zhang, Farshad Niazi, Charissa Peterson, Walter T Lee, Brian B Burkey, Charis Eng
BACKGROUND: While the role of the gut microbiome in inflammation and colorectal cancers has received much recent attention, there are few data to support an association between the oral microbiome and head and neck squamous cell carcinomas. Prior investigations have been limited to comparisons of microbiota obtained from surface swabs of the oral cavity. This study aims to identify microbiomic differences in paired tumor and non-tumor tissue samples in a large group of 121 patients with head and neck squamous cell carcinomas and correlate these differences with clinical-pathologic features...
February 7, 2017: Genome Medicine
https://www.readbyqxmd.com/read/28167213/metagenomics-approach-to-the-study-of-the-gut-microbiome-structure-and-function-in-zebrafish-danio-rerio-fed-with-gluten-formulated-diet
#13
Hyunmin Koo, Joseph A Hakim, Mickie L Powell, Ranjit Kumar, Peter G Eipers, Casey D Morrow, Michael Crowley, Elliot J Lefkowitz, Stephen A Watts, Asim K Bej
In this study, we report the gut microbial composition and predictive functional profiles of zebrafish, Danio rerio, fed with a control formulated diet (CFD), and a gluten formulated diet (GFD) using a metagenomics approach and bioinformatics tools. The microbial communities of the GFD-fed D. rerio displayed heightened abundances of Legionellales, Rhizobiaceae, and Rhodobacter, as compared to the CFD-fed counterparts. Predicted metagenomics of microbial communities (PICRUSt) in GFD-fed D. rerio showed KEGG functional categories corresponding to bile secretion, secondary bile acid biosynthesis, and the metabolism of glycine, serine, and threonine...
February 3, 2017: Journal of Microbiological Methods
https://www.readbyqxmd.com/read/28161446/drunk-bugs-chronic-vapour-alcohol-exposure-induces-marked-changes-in-the-gut-microbiome-in-mice
#14
Veronica L Peterson, Nicholas J Jury, Raúl Cabrera-Rubio, Lorraine A Draper, Fiona Crispie, Paul D Cotter, Timothy G Dinan, Andrew Holmes, John F Cryan
The gut microbiota includes a community of bacteria that play an integral part in host health and biological processes. Pronounced and repeated findings have linked gut microbiome to stress, anxiety, and depression. Currently, however, there remains only a limited set of studies focusing on microbiota change in substance abuse, including alcohol use disorder. To date, no studies have investigated the impact of vapour alcohol administration on the gut microbiome. For research on gut microbiota and addiction to proceed, an understanding of how route of drug administration affects gut microbiota must first be established...
April 14, 2017: Behavioural Brain Research
https://www.readbyqxmd.com/read/28130230/metashot-an-accurate-workflow-for-taxon-classification-of-host-associated-microbiome-from-shotgun-metagenomic-data
#15
B Fosso, M Santamaria, M D'Antonio, D Lovero, G Corrado, E Vizza, N Passaro, A R Garbuglia, M R Capobianchi, M Crescenzi, G Valiente, G Pesole
Shotgun metagenomics by high-throughput sequencing may allow deep and accurate characterization of host-associated total microbiomes, including bacteria, viruses, protists and fungi. However, the analysis of such sequencing data is still extremely challenging in terms of both overall accuracy and computational efficiency, and current methodologies show substantial variability in misclassification rate and resolution at lower taxonomic ranks or are limited to specific life domains (e.g. only bacteria). We present here MetaShot, a workflow for assessing the total microbiome composition from host-associated shotgun sequence data, and show its overall optimal accuracy performance by analyzing both simulated and real datasets...
January 27, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28111075/discovery-of-reactive-microbiota-derived-metabolites-that-inhibit-host-proteases
#16
Chun-Jun Guo, Fang-Yuan Chang, Thomas P Wyche, Keriann M Backus, Timothy M Acker, Masanori Funabashi, Mao Taketani, Mohamed S Donia, Stephen Nayfach, Katherine S Pollard, Charles S Craik, Benjamin F Cravatt, Jon Clardy, Christopher A Voigt, Michael A Fischbach
The gut microbiota modulate host biology in numerous ways, but little is known about the molecular mediators of these interactions. Previously, we found a widely distributed family of nonribosomal peptide synthetase gene clusters in gut bacteria. Here, by expressing a subset of these clusters in Escherichia coli or Bacillus subtilis, we show that they encode pyrazinones and dihydropyrazinones. At least one of the 47 clusters is present in 88% of the National Institutes of Health Human Microbiome Project (NIH HMP) stool samples, and they are transcribed under conditions of host colonization...
January 26, 2017: Cell
https://www.readbyqxmd.com/read/28066818/microbiome-helper-a-custom-and-streamlined-workflow-for-microbiome-research
#17
André M Comeau, Gavin M Douglas, Morgan G I Langille
Sequence-based approaches to study microbiomes, such as 16S rRNA gene sequencing and metagenomics, are uncovering associations between microbial taxa and a myriad of factors. A drawback of these approaches is that the necessary sequencing library preparation and bioinformatic analyses are complicated and continuously changing, which can be a barrier for researchers new to the field. We present three essential components to conducting a microbiome experiment from start to finish: first, a simplified and step-by-step custom gene sequencing protocol that requires limited lab equipment, is cost-effective, and has been thoroughly tested and utilized on various sample types; second, a series of scripts to integrate various commonly used bioinformatic tools that is available as a standalone installation or as a single downloadable virtual image; and third, a set of bioinformatic workflows and tutorials to provide step-by-step guidance and education for those new to the microbiome field...
January 2017: MSystems
https://www.readbyqxmd.com/read/28052134/assessment-of-common-and-emerging-bioinformatics-pipelines-for-targeted-metagenomics
#18
Léa Siegwald, Hélène Touzet, Yves Lemoine, David Hot, Christophe Audebert, Ségolène Caboche
Targeted metagenomics, also known as metagenetics, is a high-throughput sequencing application focusing on a nucleotide target in a microbiome to describe its taxonomic content. A wide range of bioinformatics pipelines are available to analyze sequencing outputs, and the choice of an appropriate tool is crucial and not trivial. No standard evaluation method exists for estimating the accuracy of a pipeline for targeted metagenomics analyses. This article proposes an evaluation protocol containing real and simulated targeted metagenomics datasets, and adequate metrics allowing us to study the impact of different variables on the biological interpretation of results...
2017: PloS One
https://www.readbyqxmd.com/read/28025202/calypso-a-user-friendly-web-server-for-mining-and-visualizing-microbiome-environment-interactions
#19
Martha Zakrzewski, Carla Proietti, Jonathan J Ellis, Shihab Hasan, Marie-Jo Brion, Bernard Berger, Lutz Krause
Calypso is an easy-to-use online software suite that allows non-expert users to mine, interpret and compare taxonomic information from metagenomic or 16S rDNA datasets. Calypso has a focus on multivariate statistical approaches that can identify complex environment-microbiome associations. The software enables quantitative visualizations, statistical testing, multivariate analysis, supervised learning, factor analysis, multivariable regression, network analysis and diversity estimates. Comprehensive help pages, tutorials and videos are provided via a wiki page...
March 1, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28025198/dace-a-scalable-dp-means-algorithm-for-clustering-extremely-large-sequence-data
#20
Linhao Jiang, Yichao Dong, Ning Chen, Ting Chen
Motivation: Advancements in next-generation sequencing technology have produced large amounts of reads at low cost in a short time. In metagenomics, 16S and 18S rRNA gene have been widely used as marker genes to profile diversity of microorganisms in environmental samples. Through clustering of sequencing reads we can determine both number of OTUs and their relative abundance. In many applications, clustering of very large sequencing data with high efficiency and accuracy is essential for downstream analysis...
March 15, 2017: Bioinformatics
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