PIXiE

PIXiE extracts arrival times from drift tube ion mobility spectrometry–mass spectrometry (DTIMS-MS) data and computes collision cross sections (CCS) to support molecular characterization in high-throughput omics workflows.


Key Features:

  • Automated Arrival Time Extraction: Extracts arrival times of molecules measured by DTIMS across multiple electric fields using automated data association.
  • Collision Cross Section Calculation: Computes collision cross sections (CCS) for the extracted ions to aid molecular characterization and identification.
  • High Throughput Capability: Processes large datasets typical of metabolomics and proteomics omics studies to support high-throughput workflows.
  • Reference Library Creation: Generates accurate CCS values that can be used to build and expand CCS reference libraries for subsequent analyses.
  • Validation and Reliability: Validated on endogenous metabolites and xenobiotics with CCS values aligning closely with those obtained from commercially available vendor software.

Scientific Applications:

  • Metabolomics: Provides arrival times and CCS values to improve identification and quantification of metabolites in biological samples.
  • Proteomics: Supplies CCS measurements for peptide and protein characterization within high-throughput proteomics workflows.
  • Reference Library Development: Produces CCS entries for building comprehensive libraries to support future identification and comparative studies.

Methodology:

PIXiE employs a global data association algorithm to automate extraction of ion arrival times from DTIMS-MS measurements across multiple electric fields and computes collision cross sections (CCS) from the extracted arrival times.

Topics

Collections

Details

Tool Type:
command-line tool
Operating Systems:
Linux, Mac
Programming Languages:
C#
Added:
6/7/2018
Last Updated:
11/24/2024

Operations

Publications

Ma J, Casey CP, Zheng X, Ibrahim YM, Wilkins CS, Renslow RS, Thomas DG, Payne SH, Monroe ME, Smith RD, Teeguarden JG, Baker ES, Metz TO. PIXiE: an algorithm for automated ion mobility arrival time extraction and collision cross section calculation using global data association. Bioinformatics. 2017;33(17):2715-2722. doi:10.1093/bioinformatics/btx305. PMID:28505286. PMCID:PMC5860068.

PMID: 28505286
PMCID: PMC5860068
Funding: - DOE: DE-AC05-76RLO 1830

Documentation