Literature DB >> 32002757

Tools for Analysis of the Microbiome.

Jessica Galloway-Peña1,2,3, Blake Hanson4,5.   

Abstract

Over the past decade, it has become exceedingly clear that the microbiome is a critical factor in human health and disease and thus should be investigated to develop innovative treatment strategies. The field of metagenomics has come a long way in leveraging the advances of next-generation sequencing technologies resulting in the capability to identify and quantify all microorganisms present in human specimens. However, the field of metagenomics is still in its infancy, specifically in regard to the limitations in computational analysis, statistical assessments, standardization, and validation due to vast variability in the cohorts themselves, experimental design, and bioinformatic workflows. This review summarizes the methods, technologies, computational tools, and model systems for characterizing and studying the microbiome. We also discuss important considerations investigators must make when interrogating the involvement of the microbiome in health and disease in order to establish robust results and mechanistic insights before moving into therapeutic design and intervention.

Entities:  

Keywords:  Data analysis; Metagenomics; Microbiome; Visualization

Mesh:

Year:  2020        PMID: 32002757      PMCID: PMC7598837          DOI: 10.1007/s10620-020-06091-y

Source DB:  PubMed          Journal:  Dig Dis Sci        ISSN: 0163-2116            Impact factor:   3.199


  124 in total

1.  The Modern Doctrine of Bacteriology, or the Germ Theory of Disease.

Authors:  G G Bantock
Journal:  Br Med J       Date:  1899-04-08

Review 2.  Shotgun metagenomics, from sampling to analysis.

Authors:  Christopher Quince; Alan W Walker; Jared T Simpson; Nicholas J Loman; Nicola Segata
Journal:  Nat Biotechnol       Date:  2017-09-12       Impact factor: 54.908

Review 3.  Metaproteomic and Metabolomic Approaches for Characterizing the Gut Microbiome.

Authors:  Danielle L Peters; Wenju Wang; Xu Zhang; Zhibin Ning; Janice Mayne; Daniel Figeys
Journal:  Proteomics       Date:  2019-07-31       Impact factor: 3.984

Review 4.  Experimental and analytical tools for studying the human microbiome.

Authors:  Justin Kuczynski; Christian L Lauber; William A Walters; Laura Wegener Parfrey; José C Clemente; Dirk Gevers; Rob Knight
Journal:  Nat Rev Genet       Date:  2011-12-16       Impact factor: 53.242

5.  Metabolic reconstruction for metagenomic data and its application to the human microbiome.

Authors:  Sahar Abubucker; Nicola Segata; Johannes Goll; Alyxandria M Schubert; Jacques Izard; Brandi L Cantarel; Beltran Rodriguez-Mueller; Jeremy Zucker; Mathangi Thiagarajan; Bernard Henrissat; Owen White; Scott T Kelley; Barbara Methé; Patrick D Schloss; Dirk Gevers; Makedonka Mitreva; Curtis Huttenhower
Journal:  PLoS Comput Biol       Date:  2012-06-13       Impact factor: 4.475

6.  Tax4Fun: predicting functional profiles from metagenomic 16S rRNA data.

Authors:  Kathrin P Aßhauer; Bernd Wemheuer; Rolf Daniel; Peter Meinicke
Journal:  Bioinformatics       Date:  2015-05-07       Impact factor: 6.937

7.  The gut mycobiome of the Human Microbiome Project healthy cohort.

Authors:  Andrea K Nash; Thomas A Auchtung; Matthew C Wong; Daniel P Smith; Jonathan R Gesell; Matthew C Ross; Christopher J Stewart; Ginger A Metcalf; Donna M Muzny; Richard A Gibbs; Nadim J Ajami; Joseph F Petrosino
Journal:  Microbiome       Date:  2017-11-25       Impact factor: 14.650

Review 8.  New approaches for metagenome assembly with short reads.

Authors:  Martin Ayling; Matthew D Clark; Richard M Leggett
Journal:  Brief Bioinform       Date:  2020-03-23       Impact factor: 11.622

9.  International Cancer Microbiome Consortium consensus statement on the role of the human microbiome in carcinogenesis.

Authors:  Alasdair J Scott; James L Alexander; Claire A Merrifield; David Cunningham; Christian Jobin; Robert Brown; John Alverdy; Stephen J O'Keefe; H Rex Gaskins; Julian Teare; Jun Yu; David J Hughes; Hans Verstraelen; Jeremy Burton; Paul W O'Toole; Daniel W Rosenberg; Julian R Marchesi; James M Kinross
Journal:  Gut       Date:  2019-05-15       Impact factor: 23.059

10.  High-throughput amplicon sequencing of the full-length 16S rRNA gene with single-nucleotide resolution.

Authors:  Benjamin J Callahan; Joan Wong; Cheryl Heiner; Steve Oh; Casey M Theriot; Ajay S Gulati; Sarah K McGill; Michael K Dougherty
Journal:  Nucleic Acids Res       Date:  2019-10-10       Impact factor: 16.971

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  12 in total

1.  Characterization of a novel thermophilic metagenomic GH5 endoglucanase heterologously expressed in Escherichia coli and Saccharomyces cerevisiae.

Authors:  Juan-José Escuder-Rodríguez; María González-Suarez; María-Eugenia deCastro; Almudena Saavedra-Bouza; Manuel Becerra; María-Isabel González-Siso
Journal:  Biotechnol Biofuels Bioprod       Date:  2022-07-07

2.  EasyMap - An Interactive Web Tool for Evaluating and Comparing Associations of Clinical Variables and Microbiome Composition.

Authors:  Ehud Dahan; Victoria M Martin; Moran Yassour
Journal:  Front Cell Infect Microbiol       Date:  2022-05-13       Impact factor: 6.073

Review 3.  Analysis of the gut microbiome in dogs and cats.

Authors:  Jan S Suchodolski
Journal:  Vet Clin Pathol       Date:  2021-09-12       Impact factor: 1.333

4.  Differences in composition of interdigital skin microbiota predict sheep and feet that develop footrot.

Authors:  Rachel Clifton; Emma M Monaghan; Martin J Green; Kevin J Purdy; Laura E Green
Journal:  Sci Rep       Date:  2022-05-27       Impact factor: 4.996

Review 5.  Machine Learning Advances in Microbiology: A Review of Methods and Applications.

Authors:  Yiru Jiang; Jing Luo; Danqing Huang; Ya Liu; Dan-Dan Li
Journal:  Front Microbiol       Date:  2022-05-26       Impact factor: 6.064

6.  Quantifying and Cataloguing Unknown Sequences within Human Microbiomes.

Authors:  Sejal Modha; David L Robertson; Joseph Hughes; Richard J Orton
Journal:  mSystems       Date:  2022-03-08       Impact factor: 7.324

Review 7.  Modulation of the Microbiome in Parkinson's Disease: Diet, Drug, Stool Transplant, and Beyond.

Authors:  Ethan G Brown; Samuel M Goldman
Journal:  Neurotherapeutics       Date:  2020-10-09       Impact factor: 6.088

Review 8.  Metagenomics Approaches to Investigate the Gut Microbiome of COVID-19 Patients.

Authors:  Sofia Sehli; Imane Allali; Rajaa Chahboune; Youssef Bakri; Najib Al Idrissi; Salsabil Hamdi; Chakib Nejjari; Saaïd Amzazi; Hassan Ghazal
Journal:  Bioinform Biol Insights       Date:  2021-03-12

9.  Pilot Study on Poultry Meat from Antibiotic Free and Conventional Farms: Can Metagenomics Detect Any Difference?

Authors:  Alessandra De Cesare; Chiara Oliveri; Alex Lucchi; Federica Savini; Gerardo Manfreda; Claudia Sala
Journal:  Foods       Date:  2022-01-18

Review 10.  Analysis methods for the gut microbiome in neuropsychiatric and neurodegenerative disorders.

Authors:  Jae Gwang Song; Myeong-Sang Yu; Bomi Lee; Jingyu Lee; Su-Hee Hwang; Dokyun Na; Hyung Wook Kim
Journal:  Comput Struct Biotechnol J       Date:  2022-02-26       Impact factor: 7.271

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