Mass Spectrometry-Based Proteomics and Network Biology

被引:304
作者
Bensimon, Ariel [1 ,2 ]
Heck, Albert J. R. [1 ,3 ,4 ]
Aebersold, Ruedi [1 ,2 ,5 ]
机构
[1] ETH, Dept Biol, Inst Mol Syst Biol, CH-8093 Zurich, Switzerland
[2] ETH, Competence Ctr Syst Physiol & Metab Dis, CH-8093 Zurich, Switzerland
[3] Univ Utrecht, NL-3584 CH Utrecht, Netherlands
[4] Netherlands Prote Ctr, NL-3584 CH Utrecht, Netherlands
[5] Univ Zurich, Fac Sci, CH-8006 Zurich, Switzerland
来源
ANNUAL REVIEW OF BIOCHEMISTRY, VOL 81 | 2012年 / 81卷
关键词
systems biology; quantitative proteomics; protein interaction network; protein-signaling network; posttranslational modification; data-driven modeling; QUANTITATIVE INTERACTION PROTEOMICS; PROTEIN-INTERACTION NETWORKS; LARGE-SCALE; PHOSPHOPROTEOMIC ANALYSIS; ABSOLUTE QUANTIFICATION; SYSTEMS BIOLOGY; SIGNALING NETWORKS; LC-MS; KINASE; REVEALS;
D O I
10.1146/annurev-biochem-072909-100424
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In the life sciences, a new paradigm is emerging that places networks of interacting molecules between genotype and phenotype. These networks are dynamically modulated by a multitude of factors, and the properties emerging from the network as a whole determine observable phenotypes. This paradigm is usually referred to as systems biology, network biology, or integrative biology. Mass spectrometry (MS)-based proteomics is a central life science technology that has realized great progress toward the identification, quantification, and characterization of the proteins that constitute a proteome. Here, we review how MS-based proteomics has been applied to network biology to identify the nodes and edges of biological networks, to detect and quantify perturbation-induced network changes, and to correlate dynamic network rewiring with the cellular phenotype. We discuss future directions for MS-based proteomics within the network biology paradigm.
引用
收藏
页码:379 / 405
页数:27
相关论文
共 153 条
[31]   Analysis of protein complexes through model-based biclustering of label-free quantitative AP-MS data [J].
Choi, Hyungwon ;
Kim, Sinae ;
Gingras, Anne-Claude ;
Nesvizhskii, Alexey I. .
MOLECULAR SYSTEMS BIOLOGY, 2010, 6
[32]   Lysine Acetylation Targets Protein Complexes and Co-Regulates Major Cellular Functions [J].
Choudhary, Chunaram ;
Kumar, Chanchal ;
Gnad, Florian ;
Nielsen, Michael L. ;
Rehman, Michael ;
Walther, Tobias C. ;
Olsen, Jesper V. ;
Mann, Matthias .
SCIENCE, 2009, 325 (5942) :834-840
[33]   Neurotransmitters Drive Combinatorial Multistate Postsynaptic Density Networks [J].
Coba, Marcelo P. ;
Pocklington, Andrew J. ;
Collins, Mark O. ;
Kopanitsa, Maksym V. ;
Uren, Rachel T. ;
Swamy, Sajani ;
Croning, Mike D. R. ;
Choudhary, Jyoti S. ;
Grant, Seth G. N. .
SCIENCE SIGNALING, 2009, 2 (68) :ra19
[34]   Cytokine-associated drug toxicity in human hepatocytes is associated with signaling network dysregulation [J].
Cosgrove, Benjamin D. ;
Alexopoulos, Leonidas G. ;
Hang, Ta-chun ;
Hendriks, Bart S. ;
Sorger, Peter K. ;
Griffith, Linda G. ;
Lauffenburger, Douglas A. .
MOLECULAR BIOSYSTEMS, 2010, 6 (07) :1195-1206
[35]   Comprehensive quantitative analysis of central carbon and amino-acid metabolism in Saccharomyces cerevisiae under multiple conditions by targeted proteomics [J].
Costenoble, Roeland ;
Picotti, Paola ;
Reiter, Lukas ;
Stallmach, Robert ;
Heinemann, Matthias ;
Sauer, Uwe ;
Aebersold, Ruedi .
MOLECULAR SYSTEMS BIOLOGY, 2011, 7
[36]   Quantitative, High-Resolution Proteomics for Data-Driven Systems Biology [J].
Cox, Juergen ;
Mann, Matthias .
ANNUAL REVIEW OF BIOCHEMISTRY, VOL 80, 2011, 80 :273-299
[37]   Ultrasensitive and absolute quantification of the phosphoinositide 3-kinase/Akt signal transduction pathway by mass spectrometry [J].
Cutillas, Pedro R. ;
Khwaja, Asim ;
Graupera, Mariona ;
Pearce, Wayne ;
Gharbi, Severine ;
Waterfield, Mike ;
Vanhaesebroeck, Bart .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (24) :8959-8964
[38]   Biological signalling activity measurements using mass spectrometry [J].
Cutillas, Pedro R. ;
Jorgensen, Claus .
BIOCHEMICAL JOURNAL, 2011, 434 :189-199
[39]   Kinase-selective enrichment enables quantitative phosphoproteomics of the kinome across the cell cycle [J].
Daub, Henrik ;
Olsen, Jesper V. ;
Bairlein, Michaela ;
Gnad, Florian ;
Oppermann, Felix S. ;
Koerner, Roman ;
Greff, Zoltan ;
Keri, Gyoergy ;
Stemmann, Olaf ;
Mann, Matthias .
MOLECULAR CELL, 2008, 31 (03) :438-448
[40]   Efficient biotinylation and single-step purification of tagged transcription factors in mammalian cells and transgenic mice [J].
de Boer, E ;
Rodriguez, P ;
Bonte, E ;
Krijgsveld, J ;
Katsantoni, E ;
Heck, A ;
Grosveld, F ;
Strouboulis, J .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (13) :7480-7485