Bioinformatic analysis of proteomics data

被引:115
作者
Schmidt, Andreas
Forne, Ignasi
Imhof, Axel [1 ]
机构
[1] Univ Munich, Munich Ctr Integrated Prot Sci, D-80336 Munich, Germany
关键词
GENE ONTOLOGY; PROTEIN; IDENTIFICATION; RESOURCE; TOOL; STRATEGIES; ABUNDANCE; KEGG;
D O I
10.1186/1752-0509-8-S2-S3
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
Most biochemical reactions in a cell are regulated by highly specialized proteins, which are the prime mediators of the cellular phenotype. Therefore the identification, quantitation and characterization of all proteins in a cell are of utmost importance to understand the molecular processes that mediate cellular physiology. With the advent of robust and reliable mass spectrometers that are able to analyze complex protein mixtures within a reasonable timeframe, the systematic analysis of all proteins in a cell becomes feasible. Besides the ongoing improvements of analytical hardware, standardized methods to analyze and study all proteins have to be developed that allow the generation of testable new hypothesis based on the enormous pre-existing amount of biological information. Here we discuss current strategies on how to gather, filter and analyze proteomic data sates using available software packages.
引用
收藏
页数:7
相关论文
共 70 条
[21]
Blast2GO:: a universal tool for annotation, visualization and analysis in functional genomics research [J].
Conesa, A ;
Götz, S ;
García-Gómez, JM ;
Terol, J ;
Talón, M ;
Robles, M .
BIOINFORMATICS, 2005, 21 (18) :3674-3676
[22]
MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification [J].
Cox, Juergen ;
Mann, Matthias .
NATURE BIOTECHNOLOGY, 2008, 26 (12) :1367-1372
[23]
TANDEM: matching proteins with tandem mass spectra [J].
Craig, R ;
Beavis, RC .
BIOINFORMATICS, 2004, 20 (09) :1466-1467
[24]
Reactome: a database of reactions, pathways and biological processes [J].
Croft, David ;
O'Kelly, Gavin ;
Wu, Guanming ;
Haw, Robin ;
Gillespie, Marc ;
Matthews, Lisa ;
Caudy, Michael ;
Garapati, Phani ;
Gopinath, Gopal ;
Jassal, Bijay ;
Jupe, Steven ;
Kalatskaya, Irina ;
Mahajan, Shahana ;
May, Bruce ;
Ndegwa, Nelson ;
Schmidt, Esther ;
Shamovsky, Veronica ;
Yung, Christina ;
Birney, Ewan ;
Hermjakob, Henning ;
D'Eustachio, Peter ;
Stein, Lincoln .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D691-D697
[25]
Desiere F, 2005, GENOME BIOL, V6
[26]
Global Identification of Modular Cullin-RING Ligase Substrates [J].
Emanuele, Michael J. ;
Elia, Andrew E. H. ;
Xu, Qikai ;
Thoma, Claudio R. ;
Izhar, Lior ;
Leng, Yumei ;
Guo, Ailan ;
Chen, Yi-Ning ;
Rush, John ;
Hsu, Paul Wei-Che ;
Yen, Hsueh-Chi Sherry ;
Elledge, Stephen J. .
CELL, 2011, 147 (02) :459-474
[27]
Ensembl 2012 [J].
Flicek, Paul ;
Amode, M. Ridwan ;
Barrell, Daniel ;
Beal, Kathryn ;
Brent, Simon ;
Carvalho-Silva, Denise ;
Clapham, Peter ;
Coates, Guy ;
Fairley, Susan ;
Fitzgerald, Stephen ;
Gil, Laurent ;
Gordon, Leo ;
Hendrix, Maurice ;
Hourlier, Thibaut ;
Johnson, Nathan ;
Kaehaeri, Andreas K. ;
Keefe, Damian ;
Keenan, Stephen ;
Kinsella, Rhoda ;
Komorowska, Monika ;
Koscielny, Gautier ;
Kulesha, Eugene ;
Larsson, Pontus ;
Longden, Ian ;
McLaren, William ;
Muffato, Matthieu ;
Overduin, Bert ;
Pignatelli, Miguel ;
Pritchard, Bethan ;
Riat, Harpreet Singh ;
Ritchie, Graham R. S. ;
Ruffier, Magali ;
Schuster, Michael ;
Sobral, Daniel ;
Tang, Y. Amy ;
Taylor, Kieron ;
Trevanion, Stephen ;
Vandrovcova, Jana ;
White, Simon ;
Wilson, Mark ;
Wilder, Steven P. ;
Aken, Bronwen L. ;
Birney, Ewan ;
Cunningham, Fiona ;
Dunham, Ian ;
Durbin, Richard ;
Fernandez-Suarez, Xose M. ;
Harrow, Jennifer ;
Herrero, Javier ;
Hubbard, Tim J. P. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D84-D90
[28]
EnrichNet: network-based gene set enrichment analysis [J].
Glaab, Enrico ;
Baudot, Anais ;
Krasnogor, Natalio ;
Schneider, Reinhard ;
Valencia, Alfonso .
BIOINFORMATICS, 2012, 28 (18) :I451-I457
[29]
A Framework for Intelligent Data Acquisition and Real-Time Database Searching for Shotgun Proteomics [J].
Graumann, Johannes ;
Scheltema, Richard A. ;
Zhang, Yong ;
Cox, Juergen ;
Mann, Matthias .
MOLECULAR & CELLULAR PROTEOMICS, 2012, 11 (03)
[30]
Hein M.Y., 2013, Handbook of Systems Biology, P3, DOI DOI 10.1016/B978-0-12-3859440.00001-0