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
MGnify v5.0 Amplicon Pipeline
Metabarcoding of bacteria in dunnart faecal samples across Australia (wild + captive) using QIIME 2
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:

orcid logoNadia Goué avatar Nadia GouéDechen Bhuming avatar Dechen BhumingTarnima Omara avatar Tarnima OmaraEmma Gail avatar Emma GailBethan Manley avatar Bethan Manleyorcid logoArmin Dadras avatar Armin Dadrasorcid logoAnna Syme avatar Anna Symeorcid logoDeepti Varshney avatar Deepti Varshneyorcid logoFotis E. Psomopoulos avatar Fotis E. PsomopoulosSujai Kumar avatar Sujai Kumarorcid logoBjörn Grüning avatar Björn GrüningEmma Leith avatar Emma Leithorcid logoTimothy J. Griffin avatar Timothy J. Griffinorcid logoMina Hojat Ansari avatar Mina Hojat Ansariorcid logoFabio Cumbo avatar Fabio Cumboorcid logoGiuseppe Defazio avatar Giuseppe Defazioorcid logoEngy Nasr avatar Engy Nasrorcid logoXenia Morera Martínez avatar Xenia Morera Martínezorcid logoLinelle Abueg avatar Linelle Abuegorcid logoWolfgang Maier avatar Wolfgang MaierWilliam Durand avatar William DurandChristine Oger avatar Christine OgerMichael Thang avatar Michael Thangorcid logoNikos Pechlivanis avatar Nikos PechlivanisNatalie Whitaker-Allen avatar Natalie Whitaker-Allenorcid logoSantino Faack avatar Santino Faackorcid logoClea Siguret avatar Clea SiguretWillem de Koning avatar Willem de Koningorcid logoDaniel Blankenberg avatar Daniel BlankenbergRay Sajulga avatar Ray Sajulgaorcid logoAshley Dungan avatar Ashley Dunganorcid logoHelena Rasche avatar Helena Rascheorcid logoGayle Philip avatar Gayle Philiporcid logoNicola Soranzo avatar Nicola Soranzoorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoVini Salazar avatar Vini SalazarKatherine Do avatar Katherine Doorcid logoMatthias Bernt avatar Matthias BerntSophia Hampe avatar Sophia HampeDidier Debroas avatar Didier Debroasorcid logoLaura Geissler avatar Laura Geisslerorcid logoPratik Jagtap avatar Pratik JagtapNiall Beard avatar Niall Beardorcid logoPolina Polunina avatar Polina Poluninaorcid logoBérénice Batut avatar Bérénice Batutorcid logoSubina Mehta avatar Subina Mehtaorcid logoBert Droesbeke avatar Bert DroesbekeNuwan Goonasekera avatar Nuwan Goonasekeraorcid logoTristan Reynolds avatar Tristan ReynoldsSiyu Chen avatar Siyu ChenPraveen Kumar avatar Praveen Kumarorcid logoTeresa Müller avatar Teresa Müllerorcid logoHans-Rudolf Hotz avatar Hans-Rudolf HotzIgor Makunin avatar Igor Makuninorcid logoCristóbal Gallardo avatar Cristóbal Gallardoorcid logoDave Clements avatar Dave Clementsorcid logoPaul Zierep avatar Paul Ziereporcid logoRand Zoabi avatar Rand Zoabi

Funding

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

References