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 logoTeresa Müller avatar Teresa Müllerorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoHans-Rudolf Hotz avatar Hans-Rudolf Hotzorcid logoNadia Goué avatar Nadia GouéSophia Hampe avatar Sophia Hampeorcid logoEngy Nasr avatar Engy Nasrorcid logoRand Zoabi avatar Rand Zoabiorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoClea Siguret avatar Clea SiguretDechen Bhuming avatar Dechen Bhumingorcid logoPratik Jagtap avatar Pratik JagtapEmma Leith avatar Emma Leithorcid logoSantino Faack avatar Santino FaackTarnima Omara avatar Tarnima OmaraWillem de Koning avatar Willem de Koningorcid logoDaniel Blankenberg avatar Daniel Blankenbergorcid logoPolina Polunina avatar Polina Poluninaorcid logoVini Salazar avatar Vini SalazarChristine Oger avatar Christine OgerPraveen Kumar avatar Praveen Kumarorcid logoWolfgang Maier avatar Wolfgang MaierDidier Debroas avatar Didier Debroasorcid logoLinelle Abueg avatar Linelle Abuegorcid logoGiuseppe Defazio avatar Giuseppe DefazioNiall Beard avatar Niall BeardSiyu Chen avatar Siyu Chenorcid logoTimothy J. Griffin avatar Timothy J. GriffinNatalie Whitaker-Allen avatar Natalie Whitaker-Allenorcid logoFabio Cumbo avatar Fabio Cumboorcid logoHelena Rasche avatar Helena Rascheorcid logoNicola Soranzo avatar Nicola SoranzoKatherine Do avatar Katherine Doorcid logoArmin Dadras avatar Armin DadrasMichael Thang avatar Michael Thangorcid logoDave Clements avatar Dave Clementsorcid logoCristóbal Gallardo avatar Cristóbal GallardoRay Sajulga avatar Ray Sajulgaorcid logoXenia Morera Martínez avatar Xenia Morera Martínezorcid logoFotis E. Psomopoulos avatar Fotis E. PsomopoulosIgor Makunin avatar Igor MakuninWilliam Durand avatar William Durandorcid logoSubina Mehta avatar Subina Mehtaorcid logoBérénice Batut avatar Bérénice BatutSujai Kumar avatar Sujai Kumarorcid logoMina Hojat Ansari avatar Mina Hojat AnsariBethan Manley avatar Bethan Manleyorcid logoNikos Pechlivanis avatar Nikos Pechlivanisorcid logoDeepti Varshney avatar Deepti Varshneyorcid logoPaul Zierep avatar Paul Ziereporcid logoBert Droesbeke avatar Bert Droesbekeorcid logoAnna Syme avatar Anna Symeorcid logoBjörn Grüning avatar Björn GrüningNuwan Goonasekera avatar Nuwan Goonasekeraorcid logoMatthias Bernt avatar Matthias Bernt

Funding

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

References