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
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 logoHans-Rudolf Hotz avatar Hans-Rudolf Hotzorcid logoGayle Philip avatar Gayle PhilipSujai Kumar avatar Sujai Kumarorcid logoFabio Cumbo avatar Fabio Cumboorcid logoLinelle Abueg avatar Linelle AbuegNiall Beard avatar Niall Beardorcid logoXenia Morera Martínez avatar Xenia Morera MartínezSophia Hampe avatar Sophia Hampeorcid logoDaniel Blankenberg avatar Daniel Blankenbergorcid logoTristan Reynolds avatar Tristan ReynoldsMichael Thang avatar Michael ThangNatalie Whitaker-Allen avatar Natalie Whitaker-Allenorcid logoLaura Geissler avatar Laura Geisslerorcid logoSantino Faack avatar Santino Faackorcid logoEngy Nasr avatar Engy Nasrorcid logoNikos Pechlivanis avatar Nikos Pechlivanisorcid logoMatthias Bernt avatar Matthias Berntorcid logoSubina Mehta avatar Subina Mehtaorcid logoPaul Zierep avatar Paul ZierepPraveen Kumar avatar Praveen Kumarorcid logoBérénice Batut avatar Bérénice Batutorcid logoTeresa Müller avatar Teresa Müllerorcid logoClea Siguret avatar Clea SiguretNuwan Goonasekera avatar Nuwan GoonasekeraRay Sajulga avatar Ray SajulgaKatherine Do avatar Katherine DoWillem de Koning avatar Willem de Koningorcid logoBjörn Grüning avatar Björn Grüningorcid logoNadia Goué avatar Nadia Gouéorcid logoAshley Dungan avatar Ashley Dunganorcid logoHelena Rasche avatar Helena Rascheorcid logoAnna Syme avatar Anna Symeorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoFotis E. Psomopoulos avatar Fotis E. Psomopoulosorcid logoCristóbal Gallardo avatar Cristóbal Gallardoorcid logoVini Salazar avatar Vini SalazarChristine Oger avatar Christine Ogerorcid logoBert Droesbeke avatar Bert DroesbekeWilliam Durand avatar William Durandorcid logoPolina Polunina avatar Polina Poluninaorcid logoDave Clements avatar Dave Clementsorcid logoWolfgang Maier avatar Wolfgang MaierIgor Makunin avatar Igor MakuninSiyu Chen avatar Siyu ChenDechen Bhuming avatar Dechen Bhumingorcid logoMina Hojat Ansari avatar Mina Hojat Ansariorcid logoPratik Jagtap avatar Pratik Jagtaporcid logoNicola Soranzo avatar Nicola Soranzoorcid logoRand Zoabi avatar Rand Zoabiorcid logoArmin Dadras avatar Armin Dadrasorcid logoDeepti Varshney avatar Deepti Varshneyorcid logoTimothy J. Griffin avatar Timothy J. GriffinBethan Manley avatar Bethan ManleyEmma Leith avatar Emma LeithTarnima Omara avatar Tarnima OmaraEmma Gail avatar Emma GailDidier Debroas avatar Didier Debroasorcid logoGiuseppe Defazio avatar Giuseppe Defazio

Funding

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

References