4.6 Article

Compound identification in GC-MS by simultaneously evaluating the mass spectrum and retention index

Journal

ANALYST
Volume 139, Issue 10, Pages 2507-2514

Publisher

ROYAL SOC CHEMISTRY
DOI: 10.1039/c3an02171h

Keywords

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Funding

  1. NIH through the National Institute of General Medical Sciences (NIGMS) [RO1GM087735]
  2. NSF [DMS-1312603]
  3. NIH through the National Institute of Environmental Health Sciences (NIEHS) [R21ES021311]
  4. Division Of Mathematical Sciences
  5. Direct For Mathematical & Physical Scien [1312603] Funding Source: National Science Foundation

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We report a compound identification method (SimMR), which simultaneously evaluates the mass spectrum similarity and the retention index distance using an empirical mixture score function, for the analysis of GCMS data. The performance of the developed SimMR method was compared to that of two existing compound identification strategies. One is the mass spectrum matching method without incorporation of retention index information (SM). The other is the method that sequentially evaluates the mass spectrum similarity and retention index distance (SeqMR). For comparison purposes, we used the NIST/ EPA/NIH Mass Spectral Library 2005. Our study demonstrates that SimMR performs the best among the three compound identification methods, by improving the overall identification accuracy up to 1.53% and 4.81% compared to SeqMR and SM, respectively.

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