Microbiome

A microbiome is the community of microorganisms that can usually be found living together in any given habitat. Microbiome research has grown substantially over the past decade in terms of the range of biomes sampled, identified taxa, and the volume of data derived from the samples.

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Requirements

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Material

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides (slides) and tutorial (tutorial) buttons below.

Introduction

Start here if you are new to microbiome analyses in Galaxy.

Lesson Slides Hands-on Recordings Input dataset Workflows
Introduction to Microbiome Analysis
Analyses of metagenomics data - The global picture

Metabarcoding / Amplicon analyses

Taxonomic characterisation of mixed samples using a single gene region.

Lesson Slides Hands-on Recordings Input dataset Workflows
16S Microbial analysis with Nanopore data
Antibiotic resistance detection
Building an amplicon sequence variant (ASV) table from 16S data using DADA2
Introduction to Metabarcoding using QIIME 2
MGnify v5.0 Amplicon Pipeline
QIIME 2 Cancer Microbiome Intervention external-link
QIIME 2 Moving Pictures external-link
16S Microbial Analysis with mothur (extended)
16S Microbial Analysis with mothur (short)

Metagenomics

Taxonomic and functional characterisation and assembly of mixed samples using whole genome data.

Lesson Slides Hands-on Recordings Input dataset Workflows
Assembly of metagenomic sequencing data
Binning of metagenomic sequencing data
Building and Annotating Metagenome-Assembled Genomes (MAGs) from Short Metagenomics Paired Reads
Calculating α and β diversity from microbiome taxonomic data
Detection of shared microbial strains with SameStr
Identification of the micro-organisms in a beer using Nanopore sequencing
Indexing and profiling microbes with MetaSBT
Pathogen detection from (direct Nanopore) sequencing data using Galaxy - Foodborne Edition
Remove contamination and host reads
Taxonomic Profiling and Visualization of Metagenomic Data

Metatranscriptomics

Taxonomic and functional characterisation of mixed samples using transcriptome data.

Lesson Slides Hands-on Recordings Input dataset Workflows
Metatranscriptomics analysis using microbiome RNA-seq data
Metatranscriptomics analysis using microbiome RNA-seq data (short)

Metaproteomics

These tutorials are step by step analysis from database generation to the discovery of peptides to verification, quantitation, and interpretation of the results.

Lesson Slides Hands-on Recordings Input dataset Workflows
Clinical Metaproteomics 1: Database-Generation
Clinical Metaproteomics 2: Discovery
Clinical Metaproteomics 3: Verification
Clinical Metaproteomics 4: Quantitation
Clinical Metaproteomics 5: Data Interpretation

Other

Assorted Tutorials

Lesson Slides Hands-on Recordings Input dataset Workflows
Identifying Mycorrhizal Fungi from ITS2 sequencing using LotuS2
Query an annotated mobile genetic element database to identify and annotate genetic elements (e.g. plasmids) in metagenomics data

Learning Pathways

Or have a look at one of our learning pathways involving this topic. Learning pathways are sets of tutorials curated for you by community experts to form a coherent set of lessons around a topic, building up knowledge as you go. We always recommend to follow the tutorials in the order they are listed in the pathway.

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Editorial Board

This material is reviewed by our Editorial Board:

orcid logoBérénice Batut avatar Bérénice Batutorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoPaul Zierep avatar Paul Zierep

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Contributors

This material was contributed to by:

Natalie Whitaker-Allen avatar Natalie Whitaker-AllenNuwan Goonasekera avatar Nuwan GoonasekeraKatherine Do avatar Katherine Doorcid logoFabio Cumbo avatar Fabio Cumboorcid logoRand Zoabi avatar Rand ZoabiPraveen Kumar avatar Praveen Kumarorcid logoBérénice Batut avatar Bérénice BatutIgor Makunin avatar Igor Makuninorcid logoCristóbal Gallardo avatar Cristóbal GallardoDechen Bhuming avatar Dechen Bhumingorcid logoNicola Soranzo avatar Nicola Soranzoorcid logoNikos Pechlivanis avatar Nikos Pechlivanisorcid logoTimothy J. Griffin avatar Timothy J. Griffinorcid logoPolina Polunina avatar Polina Poluninaorcid logoBert Droesbeke avatar Bert Droesbekeorcid logoAnna Syme avatar Anna Symeorcid logoClea Siguret avatar Clea Siguretorcid logoBjörn Grüning avatar Björn GrüningChristine Oger avatar Christine OgerEmma Leith avatar Emma LeithBethan Manley avatar Bethan Manleyorcid logoDeepti Varshney avatar Deepti Varshneyorcid logoHans-Rudolf Hotz avatar Hans-Rudolf Hotzorcid logoArmin Dadras avatar Armin Dadrasorcid logoMatthias Bernt avatar Matthias BerntRay Sajulga avatar Ray Sajulgaorcid logoHelena Rasche avatar Helena Rascheorcid logoSantino Faack avatar Santino FaackEmma Gail avatar Emma Gailorcid logoGiuseppe Defazio avatar Giuseppe Defazioorcid logoVini Salazar avatar Vini Salazarorcid logoNadia Goué avatar Nadia Gouéorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoPratik Jagtap avatar Pratik JagtapWillem de Koning avatar Willem de Koningorcid logoXenia Morera Martínez avatar Xenia Morera MartínezSophia Hampe avatar Sophia Hampeorcid logoSubina Mehta avatar Subina MehtaWilliam Durand avatar William Durandorcid logoLinelle Abueg avatar Linelle Abuegorcid logoTeresa Müller avatar Teresa MüllerTarnima Omara avatar Tarnima Omaraorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoGayle Philip avatar Gayle Philiporcid logoLaura Geissler avatar Laura Geisslerorcid logoAshley Dungan avatar Ashley Dunganorcid logoDave Clements avatar Dave Clementsorcid logoMina Hojat Ansari avatar Mina Hojat Ansariorcid logoPaul Zierep avatar Paul ZierepDidier Debroas avatar Didier DebroasSiyu Chen avatar Siyu ChenSujai Kumar avatar Sujai Kumarorcid logoEngy Nasr avatar Engy NasrMichael Thang avatar Michael Thangorcid logoFotis E. Psomopoulos avatar Fotis E. PsomopoulosNiall Beard avatar Niall Beardorcid logoDaniel Blankenberg avatar Daniel Blankenbergorcid logoWolfgang Maier avatar Wolfgang Maier

Funding

These individuals or organisations provided funding support for the development of this resource

References