MSIGen

MSIGen processes and visualizes mass spectrometry imaging (MSI) data to support multiple acquisition modes—including MS^1, MS^2, MS^3, multiple-reaction monitoring (MRM)-MSI, and ion mobility spectrometry (IMS)-MSI—to improve molecular specificity and sensitivity.


Key Features:

  • Support for Multiple Acquisition Modes: Handles MS^1, MS^2, MS^3, MRM‑MSI, and IMS‑MSI acquisition modes to enhance molecular specificity, distinguish isobaric and isomeric species, and improve sensitivity for low-abundance molecules.
  • Line-Wise Data Acquisition: Processes line-wise MSI data acquired by continuous scanning along parallel lines to capture detailed spatial information across samples.
  • Targeted Ion Image Extraction and Normalization: Performs targeted extraction of ion images and applies normalization procedures to ensure data consistency across experiments.
  • Visualization and Export: Generates ion images and publication-quality figures and supports exportation of results as images, arrays, or publication-ready visuals.
  • Vendor-Neutral Format Support: Accommodates multiple vendor-specific and open-source MSI data formats to maintain compatibility across different instrumentation.

Scientific Applications:

  • Spatial molecular localization: Enables mapping of molecular distributions within complex samples to study spatial heterogeneity.
  • Enhanced molecular specificity and sensitivity studies: Supports experiments using tandem MS, MRM, or IMS to resolve isobaric/isomeric species and detect low-abundance analytes.
  • Sample types: Applicable to imaging of biological tissues, pharmaceutical compound distributions, and environmental sample analyses.

Methodology:

MSIGen processes MSI data using a Python-based architecture, incorporates advanced signal processing techniques to generate ion images, and applies normalization procedures to ensure consistency across experiments.

Topics

Details

License:
MIT
Cost:
Free of charge
Tool Type:
command-line tool, desktop application, web application
Operating Systems:
Windows
Programming Languages:
Python
Added:
9/11/2024
Last Updated:
11/24/2024

Operations

Publications

Hernly E, Hu H, Laskin J. MSIGen: An Open-Source Python Package for Processing and Visualizing Mass Spectrometry Imaging Data. Journal of the American Society for Mass Spectrometry. 2024;35(10):2315-2323. doi:10.1021/jasms.4c00178. PMID:39221961.

PMID: 39221961
Funding: - Division of Chemistry: 2108729 - National Cancer Institute: UH3CA255132 - Division of Industrial Innovation and Partnerships: 1916691 - National Institute of Mental Health: RF1MH128866 - National Science Foundation: 2333734