SMfinder

SMfinder performs identification and quantification of metabolites and lipids in metabolomics and lipidomics studies using MS/MS and MS2 spectral libraries combined with a single-spectral-permutation false discovery rate approach.


Key Features:

  • Identification and Quantification: Identifies and quantifies a wide range of metabolites and lipids for both untargeted (shotgun) and targeted analyses.
  • MS/MS / MS2 Database Integration: Incorporates an expandable MS2 (MS/2) database to support compound identification across analytical platforms.
  • MS2 False Discovery Rate: Implements a false discovery rate approach based on single spectral permutation to improve identification accuracy.
  • Ranking Methods: Provides efficient ranking methods for accurate compound detection from spectral matches.
  • Instrument-independent MS2 Library Use: Leverages existing MS2 libraries in an instrument-independent manner and supports identification without extensive in-house acquisition of standards.

Scientific Applications:

  • Untargeted and Targeted Analysis: Enables both shotgun (untargeted) and targeted metabolomics and lipidomics workflows.
  • Flux Analysis: Supports flux analysis to derive insights into metabolic pathways and dynamics.

Methodology:

MS2 spectral matching against expandable MS2 (MS/2) libraries, single-spectral-permutation-based false discovery rate estimation, and candidate ranking for compound identification.

Topics

Details

Added:
1/18/2021
Last Updated:
2/19/2021

Operations

Publications

Martano G, Leone M, D’Oro P, Matafora V, Cattaneo A, Masseroli M, Bachi A. SMfinder: Small Molecules Finder for Metabolomics and Lipidomics Analysis. Analytical Chemistry. 2020;92(13):8874-8882. doi:10.1021/acs.analchem.0c00585. PMID:32501676.

PMID: 32501676
Funding: - Associazione Italiana per la Ricerca sul Cancro: AIRC-IG-18607