DeuteRater
DeuteRater quantifies peptide isotope distributions from D2O-labeled mass spectrometry data to improve concentration and protein turnover rate calculations.
Key Features:
- Isotope Distribution Analysis: Compares observed isotopic envelopes from D2O-labeled peptides to theoretical, label-dependent isotope abundance predictions to quantify peptide incorporation and infer synthesis and degradation rates.
- Neutromer Spacing Utilization: Analyzes changes in neutromer spacing within peptide isotopic envelopes to refine interpretation of isotope incorporation patterns.
- Noise Reduction and Confidence Enhancement: Integrates combined measurements across the isotopic envelope to filter noise and increase confidence in protein turnover estimates.
- Optimization of Data Acquisition Parameters: Evaluates accuracy and precision of peptide measurements to assess the impact of mass spectrometry instrument parameters and data processing steps on turnover estimates.
- Supporting Data: References supporting datasets in the Chorus Project (project 1147) and intermediate calculation files reported as Tables S3 and S4 for reproducibility.
Scientific Applications:
- Kinetic Proteomics: Estimation of protein synthesis and degradation rates from D2O metabolic labeling and mass spectrometry-derived peptide isotopic envelopes.
- Experimental Design and Parameter Optimization: Determination of optimal mass spectrometry acquisition and data processing parameters by evaluating measurement accuracy and precision for peptide-level turnover analysis.
Methodology:
Analyzes isotopic envelopes from D2O-labeled samples by comparing observed isotope distributions and neutromer spacing to theoretical, label-dependent predictions, calculating peptide and protein turnover rates and assessing measurement accuracy and precision.
Topics
Collections
Details
- Tool Type:
- command-line tool
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- Python
- Added:
- 6/4/2018
- Last Updated:
- 11/25/2024
Operations
Publications
Naylor BC, Porter MT, Wilson E, Herring A, Lofthouse S, Hannemann A, Piccolo SR, Rockwood AL, Price JC. DeuteRater: a tool for quantifying peptide isotope precision and kinetic proteomics. Bioinformatics. 2017;33(10):1514-1520. doi:10.1093/bioinformatics/btx009. PMID:28093409.
PMID: 28093409