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:

orcid logoPolina Polunina avatar Polina Poluninaorcid logoLaura Geissler avatar Laura Geisslerorcid logoAshley Dungan avatar Ashley Dunganorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoBérénice Batut avatar Bérénice Batutorcid logoSubina Mehta avatar Subina Mehtaorcid logoHans-Rudolf Hotz avatar Hans-Rudolf HotzEmma Gail avatar Emma Gailorcid logoGayle Philip avatar Gayle PhilipIgor Makunin avatar Igor Makuninorcid logoTeresa Müller avatar Teresa Müllerorcid logoWolfgang Maier avatar Wolfgang MaierMichael Thang avatar Michael ThangPraveen Kumar avatar Praveen KumarNuwan Goonasekera avatar Nuwan GoonasekeraRay Sajulga avatar Ray SajulgaWilliam Durand avatar William DurandSophia Hampe avatar Sophia HampeKatherine Do avatar Katherine DoDechen Bhuming avatar Dechen BhumingTarnima Omara avatar Tarnima Omaraorcid logoGiuseppe Defazio avatar Giuseppe DefazioBethan Manley avatar Bethan ManleyNiall Beard avatar Niall Beardorcid logoBert Droesbeke avatar Bert Droesbekeorcid logoFotis E. Psomopoulos avatar Fotis E. Psomopoulosorcid logoMatthias Bernt avatar Matthias Berntorcid logoHelena Rasche avatar Helena Rascheorcid logoDave Clements avatar Dave Clementsorcid logoXenia Morera Martínez avatar Xenia Morera MartínezWillem de Koning avatar Willem de Koningorcid logoNadia Goué avatar Nadia Gouéorcid logoAnna Syme avatar Anna Symeorcid logoDaniel Blankenberg avatar Daniel BlankenbergChristine Oger avatar Christine OgerSiyu Chen avatar Siyu Chenorcid logoClea Siguret avatar Clea Siguretorcid logoDeepti Varshney avatar Deepti Varshneyorcid logoLinelle Abueg avatar Linelle AbuegNatalie Whitaker-Allen avatar Natalie Whitaker-Allenorcid logoArmin Dadras avatar Armin Dadrasorcid logoPratik Jagtap avatar Pratik JagtapSujai Kumar avatar Sujai Kumarorcid logoSantino Faack avatar Santino Faackorcid logoBjörn Grüning avatar Björn Grüningorcid logoEngy Nasr avatar Engy Nasrorcid logoPaul Zierep avatar Paul Ziereporcid logoRand Zoabi avatar Rand ZoabiDidier Debroas avatar Didier Debroasorcid logoMina Hojat Ansari avatar Mina Hojat Ansariorcid logoTimothy J. Griffin avatar Timothy J. GriffinEmma Leith avatar Emma Leithorcid logoVini Salazar avatar Vini Salazarorcid logoFabio Cumbo avatar Fabio Cumboorcid logoCristóbal Gallardo avatar Cristóbal Gallardoorcid logoNicola Soranzo avatar Nicola Soranzoorcid logoNikos Pechlivanis avatar Nikos Pechlivanis

Funding

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

References