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An optimal peak alignment for comprehensive two-dimensional gas chromatography mass spectrometry using mixture similarity measure
Author(s) -
Seongho Kim,
Aiqin Fang,
Bing Wang,
Jaesik Jeong,
Xiang Zhang
Publication year - 2011
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btr188
Subject(s) - measure (data warehouse) , mass spectrometry , similarity measure , similarity (geometry) , chromatography , gas chromatography–mass spectrometry , gas chromatography , chemistry , computer science , data mining , artificial intelligence , image (mathematics)
Comprehensive two-dimensional gas chromatography mass spectrometry (GC × GC-MS) brings much increased separation capacity, chemical selectivity and sensitivity for metabolomics and provides more accurate information about metabolite retention times and mass spectra. However, there is always a shift of retention times in the two columns that makes it difficult to compare metabolic profiles obtained from multiple samples exposed to different experimental conditions.

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