From Reads to Function
Here are the agenda and resources for From Reads to Function – A hybrid workshop on metagenomics and the fantastic microbes around us at the University of Milan – Bicocca.
The workshop is in 5 parts – 2 webinars and 3 hands-on workshop days in-person.
Uncovering and understanding the fantastic microbes that surround us through metagenomic data analysis.
This webinar will cover:
- What is KBase?
- Platform setup
- How to use data and apps in the Narrative
Learning Goals
- Set up their KBase accounts
- Join the workshop Org
- Practice using KBase
Materials
Slides
Introductory Activity
Workshop Org
This webinar will cover:
- Read Quality Control
- Process Reads (Trim/Filter)
- Read-based taxonomy
- Re-check processed reads
- Set-up assembly run(s)
Learning Goals
- Establish a standard for data quality; why sequences need to be trimmed/filtered after sequencing,
- Interpret read quality and review standards, and
- Understand the reasoning behind testing multiple assembly tools.
Materials
Slides
Template Narrative
09:00 Compare assemblies
09:45 Set-up binning tools
10:15 Review samples & data context
11:15 Interpret read taxonomy
Lunch
13:00 Interpret bin optimization
13:45 Assess bin quality
15:00 Filter for medium/high quality bins
16:00 Set up functional annotation
Learning Goals
- Understand and interpret relative quality of assemblies
- Understand the concept of binning and the reasoning behind optimizing multiple tools
- Compare read-based taxonomy to amplicon data
- Understand bin optimization results
- Define bin quality and cut-offs
- Define metagenome-assembled genomes
Materials
Slides
09:00 Set up metagenome-assembled genome taxonomy
09:30 Interpret functional annotation
10:30 Interpret taxonomy
11:15 Build phylogenetic trees
12:00 Lunch
13:00 Synthesis & data in context
14:00 Review how to set up a scientific presentation; Presenting results; Asking questions
14:30 Work Time: presentation preparation
Learning Goals
- Interpret DRAM (functional annotation) results
- Understand estimation of taxonomic classification of bins
- Overall interpretation of results
- Develop conclusions and insights with context of data
- Develop questions from results
Materials
Slides
09:00 Set-up
10:00 Student Presentations
Learning Goal
- Explain results and findings with contextual information to peers
Resources
Set up a KBase Account: https://docs.kbase.us/getting-started/sign-up/step-by-step
Orgs: https://docs.kbase.us/getting-started/narrative/orgs
Intro to KBase activity: https://narrative.kbase.us/narrative/212268
Narrative (template): https://narrative.kbase.us/narrative/242693
Metagenomes to MAGs Protocol: Chivian et al. 2022