Mass spectrometry-based Proteomics introduction#
The course will introduce MS-based proteomics data, it’s basic processing and the downstream analysis. The course will be a mix of lectures and hands-on session where we will perform the basic processing steps using quantms, a nextflow workflow, and acore, short for analytical core for the downstream analysis.
Location#
Room 011/ALC2 in building 208 at DTU.
Agenda#
Time |
Topic |
lecturer |
|---|---|---|
09.00 - 09:10 |
Welcome, coffee, and setup |
- |
09:10 - 11.00 |
Introduction with overview of all the components |
Marco Reverenna |
11.00 - 11.15 |
break |
- |
11.15 - 12.15 |
Steps in data processing and running quantms hands-on |
Henry Webel |
12.15 - 13.00 |
Lunch (sandwiches are provided) |
- |
13.00 - 14.30 |
Steps in statistical analysis (lecture ) |
Alberto Santos |
14.30 - 15.00 |
break |
- |
15.00 - 16.30 |
Steps in statistical analysis (Hands-On) |
Henry Webel |
Each 90mins session will have a small break of 5mins inbetween.
Some details to the agenda points#
09.10 - 11.00 - Introduction#
See the slides for introduction here.
11.15 - 12.15 - data processing and hands-on quantms#
Find the instruction here and the slides here
Steps in data processing (using quantms)
FASTA file to define search space
Spectrum files from Mass-spectrometer
Running quantms to process spectra to identified and quantified peptide sequences
13.00 - 14.30 - statistical analysis lecture#
See the slides for the statistical analysis here.
15.00 - 16.30 - hands-on statistical analysis#
Find the instruction here and the slides here
Basic statistical analysis of a two-group experiment with one timepoint (option 1) or four timepoints (option 2)
Peptide to protein (group) aggregation
Downstream data analysis of proteins (using analytical core library developed at Biosustain/BRIGHT and other Python libraries)
Building a report with vuegen reports (developed at biosustain/BRIGHT)
QuantMS help#
see the documentation for an overview: docs.quantms.org
ask question on the nf-core slack channel
quantms: https://nf-co.re/join/slacksubmit an issue on the GitHub repository