Agenda

Time and Date

Thursday 10 October 2024 10:00am - 4:00pm

AIM:

A practical guide to RNAseq analysis, using nextflow-core pipelines (https://nf-co.re/) as a platform to guide participants through key analyses.

BACKGROUND:

RNAseq is a staple methodology for molecular and genetic research. Key to the success of RNAseq has been the development of a suite of computational biology tools for its analysis. Recent initiatives to collect and publish curated analysis pipelines such as nf-core, are consolidating decades of software development. Made possible by the development and increasing popularity of nextflow, a workflow management system. Effectively making analysis options of many genomics technologies including RNAseq, more accessible, reproducible, and streamlined.

GOALS:

  • A hands-on walk-through of nf-core analysis pipelines for RNAseq:
    • nf-core/RNAseq ; Mapping and counting NGS data, QC metrics
    • nf-core/DifferentialAbundance ; differential expression analysis
  • Run nf-core pipelines; including installation and config setup
  • Description of the key metrics and analyses for RNAseq analysis
  • Descriptions of key genomic file formats used for RNAseq analysis
  • deployment of an R-shiny app
  • Gain familiarity with key tools and pipelines nf-core, and how to decipher the outputs

TARGET AUDIENCE:

Anyone using or intending to analyse RNAseq data. The goal is to make it approachable to those new to RNAseq, but also broad and detailed enough to keep established users informed and interested.

By nature it is going to be a computational biology focus and will include using unix/R/HPC/Nextflow tools and commands. But since the focus will be on understanding each process of the analysis, describing the results and how to use them, this is meant to be approachable to those using RNAseq for research or diagnostics, who aren’t necessarily bioinformaticians.

LOCATION

Flinders City Campus (Festival Tower) Room 505

WIFI access

The username and password for wifi access at the Flinders City camputs

For those who have it, eduroam should be available as well

user = Flinders Conference
password = goldjade63

Schedule

Topic
10:00setup & housekeeping
- access to nectar VM
10:10Applications of RNAseq
- bioinformratics tools overview
10:15Nextflow
- using nexflow run
10:45nf-core
- nf-core tools
- pipelines for RNAseq
11:15morning tea
11:30nf-core/RNAseq
- setting up/ running
- understanding RNAseq files
- interpreting RNAseq results
12:30lunch provided
1:30nf-core/DifferentialAbundance
- Rshiny App
2:30Afternoon Tea
2:45nf-core/smRNAseq
- small RNA analysis
3:45Experimental design
4:00wrap up