CEU Mass Mediator 3.0: A Metabolite Annotation Tool

被引:119
作者
Gil-de-la-Fuente, Alberto [1 ,2 ]
Godzien, Joanna [2 ]
Saugar, Sergio [1 ]
Garcia-Carmona, Rodrigo [1 ]
Badran, Hasan [3 ]
Wishart, David S. [3 ,4 ,5 ]
Barbas, Coral [2 ]
Otero, Abraham [1 ,2 ]
机构
[1] CEU Univ, Univ San Pablo CEU, Escuela Politecn Super, Dept Informat Technol, Campus Monteprincipe, Madrid 28668, Spain
[2] CEU Univ, Univ San Pablo CEU, Fac Farm, Ctr Metabol & Bioanal CEMBIO, Campus Monteprincipe, Madrid 28668, Spain
[3] Univ Alberta, Dept Biol Sci, Edmonton, AB T6G 2E9, Canada
[4] Univ Alberta, Dept Comp Sci, Edmonton, AB T6G 2E8, Canada
[5] Univ Alberta, Fac Pharm & Pharmaceut Sci, Edmonton, AB T6G 2N8, Canada
基金
加拿大健康研究院;
关键词
metabolomics; annotation; identification; knowledge representation; mass spectrometry; databases; REST; web services; software tool; METABOLOMICS; IDENTIFICATION; REPOSITORY; DATABASE;
D O I
10.1021/acs.jproteome.8b00720
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
CEU Mass Mediator (CMM, http://ceumass.eps.uspceu.es) is an online tool that has evolved from a simple interface to query different metabolomic databases (CMM 1.0) to a tool that unifies the compounds from these databases and, using an expert system with knowledge about the experimental setup and the compounds properties, filters and scores the query results (CMM 2.0). Since this last major revision, CMM has continued to grow, expanding the knowledge base of its expert system and including new services to support researchers in the metabolite annotation and identification process. The information from external databases has been refreshed, and an in-house library with oxidized lipids not present in other sources has been added. This has increased the number of experimental metabolites up 332,665 and the number of predicted metabolites to 681,198. Furthermore, new taxonomy and ontology metadata have been included. CMM has expanded its functionalities with a service for the annotation of oxidized glycerophosphocholines, a service for spectral comparison from MS2 data, and a spectral quality-assessment service to determine the reliability of a spectrum for compound identification purposes. To facilitate the collaboration and integration of CMM with external tools and metabolomic platforms, a RESTful API has been created, and it has already been integrated into the HMDB (Human Metabolome Database). This paper will present the novel functionalities incorporated into version 3.0 of CMM.
引用
收藏
页码:797 / 802
页数:6
相关论文
共 30 条
[1]   CFM-ID: a web server for annotation, spectrum prediction and metabolite identification from tandem mass spectra [J].
Allen, Felicity ;
Pon, Allison ;
Wilson, Michael ;
Greiner, Russ ;
Wishart, David .
NUCLEIC ACIDS RESEARCH, 2014, 42 (W1) :W94-W99
[2]   Software Tools and Approaches for Compound Identification of LC-MS/MS Data in Metabolomics [J].
Blazenovic, Ivana ;
Kind, Tobias ;
Ji, Jian ;
Fiehn, Oliver .
METABOLITES, 2018, 8 (02)
[3]   Toward Merging Untargeted and Targeted Methods in Mass Spectrometry-Based Metabolomics and Lipidomics [J].
Cajka, Tomas ;
Fiehn, Oliver .
ANALYTICAL CHEMISTRY, 2016, 88 (01) :524-545
[4]   The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases [J].
Caspi, Ron ;
Billington, Richard ;
Ferrer, Luciana ;
Foerster, Hartmut ;
Fulcher, Carol A. ;
Keseler, Ingrid M. ;
Kothari, Anamika ;
Krummenacker, Markus ;
Latendresse, Mario ;
Mueller, Lukas A. ;
Ong, Quang ;
Paley, Suzanne ;
Subhraveti, Pallavi ;
Weaver, Daniel S. ;
Karp, Peter D. .
NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) :D471-D480
[5]   Mass spectrometry-based metabolomics [J].
Dettmer, Katja ;
Aronov, Pavel A. ;
Hammock, Bruce D. .
MASS SPECTROMETRY REVIEWS, 2007, 26 (01) :51-78
[6]   ClassyFire: automated chemical classification with a comprehensive, computable taxonomy [J].
Feunang, Yannick Djoumbou ;
Eisner, Roman ;
Knox, Craig ;
Chepelev, Leonid ;
Hastings, Janna ;
Owen, Gareth ;
Fahy, Eoin ;
Steinbeck, Christoph ;
Subramanian, Shankar ;
Bolton, Evan ;
Greiner, Russell ;
Wishart, David S. .
JOURNAL OF CHEMINFORMATICS, 2016, 8 :1-20
[7]   Oxidative stress and autophagy: the clash between damage and metabolic needs [J].
Filomeni, G. ;
De Zio, D. ;
Cecconi, F. .
CELL DEATH AND DIFFERENTIATION, 2015, 22 (03) :377-388
[8]   Characterization and annotation of oxidized glycerophosphocholines for non-targeted metabolomics with LC-QTOF-MS data [J].
Gil de la Fuente, Alberto ;
Traldi, Federico ;
Siroka, Jitka ;
Kretowski, Adam ;
Ciborowski, Michal ;
Otero, Abraham ;
Barbas, Coral ;
Godzien, Joanna .
ANALYTICA CHIMICA ACTA, 2018, 1037 :358-368
[9]   Knowledge-based metabolite annotation tool: CEU Mass Mediator [J].
Gil de la Fuente, Alberto ;
Godzien, Joanna ;
Fernandez Lopez, Mariano ;
Ruperez, Francisco J. ;
Barbas, Coral ;
Otero, Abraham .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018, 154 :138-149
[10]   Differentiating signals to make biological sense - A guide through databases for MS-based non-targeted metabolomics [J].
Gil de la Fuente, Alberto ;
Armitage, Emily Grace ;
Otero, Abraham ;
Barbas, Coral ;
Godzien, Joanna .
ELECTROPHORESIS, 2017, 38 (18) :2242-2256