Peptimetric
Peptimetric analyzes peptidomic data to quantify, compare, and visualize endogenous peptides for biomarker discovery and study of peptide roles in physiology and therapeutics.
Key Features:
- Quantification and Visualization: Performs quantification of peptide abundances across datasets and generates visualizations of proteins and peptides.
- Comparative Analysis: Compares peptidomic profiles across multiple samples to identify differential peptide abundance between conditions.
- Peptide- and Protein-level Investigation: Enables examination of general peptidomic characteristics and specific peptides and proteins within datasets.
- High-throughput Data Handling: Processes large-scale peptidomic datasets comprising thousands of peptide sequences derived from high-resolution mass spectrometry and nano high-performance liquid chromatography.
Scientific Applications:
- Biomarker Discovery: Identification of endogenous peptide biomarkers distinguishing disease states such as diabetes.
- Urinary Peptidome Analysis: Analysis of urine samples, exemplified by application to 15 urine samples from diabetic patients and corresponding healthy controls.
- Physiological and Therapeutic Research: Investigation of physiological roles of endogenous peptides and assessment of their potential in therapeutic applications.
Methodology:
Processes data acquired by high-resolution mass spectrometry (MS) coupled with nano-high-performance liquid chromatography (nano HP-LC), sequencing thousands of peptides and producing visualizations to support comparative peptidomic analysis.
Topics
Details
- License:
- MIT
- Tool Type:
- web application
- Programming Languages:
- Python
- Added:
- 11/1/2021
- Last Updated:
- 11/1/2021
Operations
Publications
Hartman E, Mahdavi S, Kjellström S, Schmidtchen A. Peptimetric: Quantifying and Visualizing Differences in Peptidomic Data. Frontiers in Bioinformatics. 2021;1. doi:10.3389/fbinf.2021.722466. PMID:36303760. PMCID:PMC9581017.
Links
Issue tracker
https://github.com/ErikHartman/Peptimetric/issues