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A Python package for mass spectrometry-based proteomics data processing

Project description

msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease

This repository contains a Python package to report phosphosites and phosphopeptides from a DIA-MS phosphoproteomics experiment.

Data

  • Skowronek et al. PXD034128 dataset
    • Spectronaut 16 output: data/20220530_113551_Phospho_optimal_dia-PASEF_21min_v16_Report.xls
    • DIA-NN 1.8 output: data/Phospho_EGF_diAID.tsv
  • Skowronek et al. PXD034128 data re-processsed
    • Spectronaut 18 output: data/20231106_133459_optimal4_Report.tsv
    • DIA-NN 1.8.2 output: data/report.tsv
  • Bekker-Jensen et al. PXD014525 dataset re-processed
    • Spectronaut 18 output: olsen-long-format-ptm-report.tsv
    • Spectronaut 18 pivot export: olsen-wide-format-site-report.tsv

Installation

pip install msproteomics

On some system, you might need to install pybind11 first, for example

conda create -n p37 python=3.7
conda activate p37
pip install pybind11
pip install msproteomics

Example usages

For Spectronaut export

sitereport 20231106_133459_optimal4_Report.tsv -tool sn

For DIA-NN export

read_diann -o report_msproteomics.tsv -f uniprot-reviewed_yes_AND_organism__Homo_sapiens__Human___9606___--.fasta report.tsv

sitereport report_msproteomics.tsv

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