Metabolomics spectral formatting, alignment and conversion tools (MSFACTs)

被引:143
作者
Duran, AL [1 ]
Yang, J [1 ]
Wang, LJ [1 ]
Sumner, LW [1 ]
机构
[1] Samuel Roberts Noble Fdn Inc, Ardmore, OK 73402 USA
关键词
D O I
10.1093/bioinformatics/btg315
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The amplified interest in metabolic profiling has generated the need for additional tools to assist in the rapid analysis of complex data sets. Results: A new program; metabolomics spectral formatting, alignment and conversion tools, (MSFACTs) is described here for the automated import, reformatting, alignment, and export of large chromatographic data sets to allow more rapid visualization and interrogation of metabolomic data. MSFACTs incorporates two tools: one for the alignment of integrated chromatographic peak lists and another for extracting information from raw chromatographic ASCII formatted data files. MSFACTs is illustrated in the processing of GC/MS metabolomic data from different tissues of the model legume plant, Medicago truncatula. The results document that various tissues such as roots, stems, and leaves from the same plant can be easily differentiated based on metabolite profiles. Further, similar types of tissues within the same plant, such as the first to eleventh internodes of stems, could also be differentiated based on metabolite profiles.
引用
收藏
页码:2283 / 2293
页数:11
相关论文
共 20 条
[1]   EXTRACTION OF MASS-SPECTRA FREE OF BACKGROUND AND NEIGHBORING COMPONENT CONTRIBUTIONS FROM GAS CHROMATOGRAPHY MASS SPECTROMETRY DATA [J].
DROMEY, RG ;
STEFIK, MJ ;
RINDFLEISCH, TC ;
DUFFIELD, AM .
ANALYTICAL CHEMISTRY, 1976, 48 (09) :1368-1375
[2]   Metabolite profiling for plant functional genomics [J].
Fiehn, O ;
Kopka, J ;
Dörmann, P ;
Altmann, T ;
Trethewey, RN ;
Willmitzer, L .
NATURE BIOTECHNOLOGY, 2000, 18 (11) :1157-1161
[3]  
Hall Robert, 2002, Plant Cell, V14, P1437, DOI 10.1105/tpc.140720
[4]   IMPROVEMENT OF ALGORITHM FOR PEAK DETECTION IN AUTOMATIC GAS CHROMATOGRAPHY-MASS SPECTROMETRY DATA-PROCESSING [J].
HARGROVE, WF ;
ROSENTHAL, D .
ANALYTICAL CHEMISTRY, 1981, 53 (03) :538-539
[5]   Metabolic profiling of saponins in Medicago sativa and Medicago truncatula using HPLC coupled to an electrospray ion-trap mass spectrometer [J].
Huhman, DV ;
Sumner, LW .
PHYTOCHEMISTRY, 2002, 59 (03) :347-360
[6]   A new approach to decoding life: Systems biology [J].
Ideker, T ;
Galitski, T ;
Hood, L .
ANNUAL REVIEW OF GENOMICS AND HUMAN GENETICS, 2001, 2 :343-372
[7]   Integrated genomic and proteomic analyses of a systematically perturbed metabolic network [J].
Ideker, T ;
Thorsson, V ;
Ranish, JA ;
Christmas, R ;
Buhler, J ;
Eng, JK ;
Bumgarner, R ;
Goodlett, DR ;
Aebersold, R ;
Hood, L .
SCIENCE, 2001, 292 (5518) :929-934
[8]   Simultaneous determination of sugars, sugar alcohols, acids and amino acids in apricots by gas chromatography-mass spectrometry [J].
Katona, ZF ;
Sass, P ;
Molnár-Perl, I .
JOURNAL OF CHROMATOGRAPHY A, 1999, 847 (1-2) :91-102
[9]  
Mendes Pedro, 2002, Brief Bioinform, V3, P134
[10]   Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimised warping [J].
Nielsen, NPV ;
Carstensen, JM ;
Smedsgaard, J .
JOURNAL OF CHROMATOGRAPHY A, 1998, 805 (1-2) :17-35