AI Article Synopsis

  • AlphaMap is a Python package designed to help researchers visualize peptide-level data in proteomics studies by integrating various datasets and sequence annotations.
  • It maps identified peptides and modifications to protein sequences, allowing users to explore these relationships alongside data from UniProt and predicted cleavage sites.
  • The tool features a user-friendly graphical interface and customizable options, producing high-quality visuals suitable for publication, and is freely available on GitHub.

Article Abstract

Summary: Integrating experimental information across proteomic datasets with the wealth of publicly available sequence annotations is a crucial part in many proteomic studies that currently lacks an automated analysis platform. Here, we present AlphaMap, a Python package that facilitates the visual exploration of peptide-level proteomics data. Identified peptides and post-translational modifications in proteomic datasets are mapped to their corresponding protein sequence and visualized together with prior knowledge from UniProt and with expected proteolytic cleavage sites. The functionality of AlphaMap can be accessed via an intuitive graphical user interface or-more flexibly-as a Python package that allows its integration into common analysis workflows for data visualization. AlphaMap produces publication-quality illustrations and can easily be customized to address a given research question.

Availability And Implementation: AlphaMap is implemented in Python and released under an Apache license. The source code and one-click installers are freely available at https://github.com/MannLabs/alphamap.

Supplementary Information: Supplementary data are available at Bioinformatics online.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756201PMC
http://dx.doi.org/10.1093/bioinformatics/btab674DOI Listing

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