Evaluation of mass spectral library search algorithms implemented in commercial software

被引:39
|
作者
Samokhin, Andrey [1 ]
Sotnezova, Ksenia [1 ]
Lashin, Vitaly [2 ]
Revelsky, Igor [1 ]
机构
[1] Moscow MV Lomonosov State Univ, Fac Chem, Moscow 119991, Russia
[2] Adv Chem Dev ACD Labs, Moscow 117513, Russia
来源
JOURNAL OF MASS SPECTROMETRY | 2015年 / 50卷 / 06期
关键词
mass spectral library; mass spectral database; library search; identification; MS SEARCH; CHEM STATION; PBM; ACD/SPECDB; GC/MS SOLUTION; COMPOUND IDENTIFICATION; MATCHING SYSTEM; SPECTROMETRY; OPTIMIZATION; CAPABILITIES; WAVELET;
D O I
10.1002/jms.3591
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Performance of several library search algorithms (against EI mass spectral databases) implemented in commercial software products (ACD/SPECDB, CHEMSTATION, GC/MS SOLUTION and MS SEARCH) was estimated. Test set contained 1000 mass spectra, which were randomly selected from NIST'08 (RepLib) mass spectral database. It was shown that composite (also known as identity) algorithm implemented in MS SEARCH (NIST) software gives statistically the best results: the correct compound occupied the first position in the list of possible candidates in 81% of cases; the correct compound was within the list of top ten candidates in 98% of cases. It was found that use of presearch option can lead to rejection of the correct answer from the list of possible candidates (therefore presearch option should not be used, if possible). Overall performance of library search algorithms was estimated using receiver operating characteristic curves. Copyright (C) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:820 / 825
页数:6
相关论文
共 50 条
  • [1] EVALUATION OF MASS-SPECTRAL SEARCH ALGORITHMS
    RASMUSSEN, GT
    ISENHOUR, TL
    [J]. JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1979, 19 (03): : 179 - 186
  • [2] OPTIMIZATION AND TESTING OF MASS-SPECTRAL LIBRARY SEARCH ALGORITHMS FOR COMPOUND IDENTIFICATION
    STEIN, SE
    SCOTT, DR
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 1994, 5 (09) : 859 - 866
  • [3] OPTIMIZATION OF SEARCH ALGORITHMS FOR A MASS-SPECTRA LIBRARY
    DOMOKOS, L
    HENNEBERG, D
    WEIMANN, B
    [J]. ANALYTICA CHIMICA ACTA, 1983, 150 (01) : 37 - 44
  • [4] CLUSTERING METHODS IN MASS-SPECTRAL LIBRARY SEARCH
    DOMOKOS, L
    HENNEBERG, D
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1984, 188 (AUG): : 59 - ENVR
  • [5] AN OPTIMIZED MASS-SPECTRAL LIBRARY SEARCH SYSTEM
    STEIN, SE
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1993, 206 : 24 - CINF
  • [6] The critical evaluation of a comprehensive mass spectral library
    Ausloos, P
    Clifton, CL
    Lias, SG
    Mikaya, AI
    Stein, SE
    Tchekhovskoi, DV
    Sparkman, OD
    Zaikin, V
    Zhu, D
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 1999, 10 (04) : 287 - 299
  • [7] The Hybrid Search: A Mass Spectral Library Search Method for Discovery of Modifications in Proteomics
    Burke, Meghan C.
    Mirokhin, Yuri A.
    Tchekhovskoi, Dmitrii V.
    Markey, Sanford P.
    Thompson, Jenny Heidbrink
    Larkin, Christopher
    Stein, Stephen E.
    [J]. JOURNAL OF PROTEOME RESEARCH, 2017, 16 (05) : 1924 - 1935
  • [8] Evaluating electron ionization mass spectral library search results
    Sparkman, OD
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 1996, 7 (04) : 313 - 318
  • [9] SIMPLE MATCHING ALGORITHMS FOR LIBRARY SEARCH OF ORGANIC MASS-SPECTRA
    HOLLOS, J
    [J]. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY AND ION PROCESSES, 1983, 47 (JAN): : 321 - 324
  • [10] Novel search algorithms for a mid-infrared spectral library of cotton contaminants
    Loudermilk, J. Brian
    Himmelsbach, David S.
    Barton, Franklin E., II
    de Haseth, James A.
    [J]. APPLIED SPECTROSCOPY, 2008, 62 (06) : 661 - 670