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

Before diving into this topic, we recommend you to have a look at:

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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
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

Frequently Asked Questions

Common questions regarding this topic have been collected on a dedicated FAQ page . Common questions related to specific tutorials can be accessed from the tutorials themselves.

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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 logoPratik Jagtap avatar Pratik Jagtaporcid logoBjörn Grüning avatar Björn Grüningorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoLinelle Abueg avatar Linelle Abuegorcid logoClea Siguret avatar Clea Siguretorcid logoDaniel Blankenberg avatar Daniel BlankenbergDechen Bhuming avatar Dechen Bhumingorcid logoHelena Rasche avatar Helena RascheNiall Beard avatar Niall Beardorcid logoPaul Zierep avatar Paul Ziereporcid logoMina Hojat Ansari avatar Mina Hojat Ansariorcid logoBérénice Batut avatar Bérénice BatutWilliam Durand avatar William Durandorcid logoMatthias Bernt avatar Matthias Berntorcid logoAnna Syme avatar Anna Symeorcid logoBert Droesbeke avatar Bert DroesbekeTarnima Omara avatar Tarnima OmaraChristine Oger avatar Christine Ogerorcid logoDeepti Varshney avatar Deepti VarshneyKatherine Do avatar Katherine DoNatalie Whitaker-Allen avatar Natalie Whitaker-Allenorcid logoXenia Morera Martínez avatar Xenia Morera MartínezNuwan Goonasekera avatar Nuwan Goonasekeraorcid logoArmin Dadras avatar Armin Dadrasorcid logoSubina Mehta avatar Subina MehtaMichael Thang avatar Michael ThangPraveen Kumar avatar Praveen Kumarorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoNikos Pechlivanis avatar Nikos PechlivanisDidier Debroas avatar Didier Debroasorcid logoFotis E. Psomopoulos avatar Fotis E. PsomopoulosSiyu Chen avatar Siyu Chenorcid logoTimothy J. Griffin avatar Timothy J. Griffinorcid logoRand Zoabi avatar Rand Zoabiorcid logoWolfgang Maier avatar Wolfgang Maierorcid logoEngy Nasr avatar Engy Nasrorcid logoHans-Rudolf Hotz avatar Hans-Rudolf Hotzorcid logoDave Clements avatar Dave ClementsSujai Kumar avatar Sujai KumarSophia Hampe avatar Sophia Hampeorcid logoFabio Cumbo avatar Fabio CumboWillem de Koning avatar Willem de Koningorcid logoPolina Polunina avatar Polina PoluninaBethan Manley avatar Bethan ManleyIgor Makunin avatar Igor MakuninRay Sajulga avatar Ray Sajulgaorcid logoNicola Soranzo avatar Nicola SoranzoEmma Leith avatar Emma Leithorcid logoVini Salazar avatar Vini Salazarorcid logoSantino Faack avatar Santino Faackorcid logoGiuseppe Defazio avatar Giuseppe Defazioorcid logoNadia Goué avatar Nadia Gouéorcid logoTeresa Müller avatar Teresa Müllerorcid logoCristóbal Gallardo avatar Cristóbal Gallardo

Funding

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

References