Less label, more free: Approaches in label-free quantitative mass spectrometry

被引:526
作者
Neilson, Karlie A. [1 ]
Ali, Naveid A. [1 ]
Muralidharan, Sridevi [1 ]
Mirzaei, Mehdi [1 ]
Mariani, Michael [1 ]
Assadourian, Garine [1 ]
Lee, Albert [2 ]
van Sluyter, Steven C. [1 ]
Haynes, Paul A. [1 ]
机构
[1] Macquarie Univ, Dept Chem & Biomol Sci, Sydney, NSW 2109, Australia
[2] NYU, Sch Med, Dept Cardiothorac Surg, New York, NY 10003 USA
基金
澳大利亚研究理事会;
关键词
Label-free quantitation; NSAF; Quantitative proteomics; Shotgun proteomics; Spectral counting; Technology; SPECTRAL COUNT DATA; LIQUID-CHROMATOGRAPHY; SHOTGUN PROTEOMICS; SACCHAROMYCES-CEREVISIAE; ABSOLUTE QUANTIFICATION; LC-MS/MS; PROTEIN EXPRESSION; DIFFERENTIAL EXPRESSION; RELATIVE QUANTITATION; BIOMARKER DISCOVERY;
D O I
10.1002/pmic.201000553
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
In this review we examine techniques, software, and statistical analyses used in label-free quantitative proteomics studies for area under the curve and spectral counting approaches. Recent advances in the field are discussed in an order that reflects a logical workflow design. Examples of studies that follow this design are presented to highlight the requirement for statistical assessment and further experiments to validate results from label-free quantitation. Limitations of label-free approaches are considered, label-free approaches are compared with labelling techniques, and forward-looking applications for label-free quantitative data are presented. We conclude that label-free quantitative proteomics is a reliable, versatile, and cost-effective alternative to labelled quantitation.
引用
收藏
页码:535 / 553
页数:19
相关论文
共 161 条
[41]   Differential metabolic response of cultured rice (Oryza sativa) cells exposed to high- and low-temperature stress [J].
Gammulla, Chumithri Gayani ;
Pascovici, Dana ;
Atwell, Brian J. ;
Haynes, Paul A. .
PROTEOMICS, 2010, 10 (16) :3001-3019
[42]   Functional organization of the yeast proteome by systematic analysis of protein complexes [J].
Gavin, AC ;
Bösche, M ;
Krause, R ;
Grandi, P ;
Marzioch, M ;
Bauer, A ;
Schultz, J ;
Rick, JM ;
Michon, AM ;
Cruciat, CM ;
Remor, M ;
Höfert, C ;
Schelder, M ;
Brajenovic, M ;
Ruffner, H ;
Merino, A ;
Klein, K ;
Hudak, M ;
Dickson, D ;
Rudi, T ;
Gnau, V ;
Bauch, A ;
Bastuck, S ;
Huhse, B ;
Leutwein, C ;
Heurtier, MA ;
Copley, RR ;
Edelmann, A ;
Querfurth, E ;
Rybin, V ;
Drewes, G ;
Raida, M ;
Bouwmeester, T ;
Bork, P ;
Seraphin, B ;
Kuster, B ;
Neubauer, G ;
Superti-Furga, G .
NATURE, 2002, 415 (6868) :141-147
[43]   Open mass spectrometry search algorithm [J].
Geer, LY ;
Markey, SP ;
Kowalak, JA ;
Wagner, L ;
Xu, M ;
Maynard, DM ;
Yang, XY ;
Shi, WY ;
Bryant, SH .
JOURNAL OF PROTEOME RESEARCH, 2004, 3 (05) :958-964
[44]   Bioconductor: open software development for computational biology and bioinformatics [J].
Gentleman, RC ;
Carey, VJ ;
Bates, DM ;
Bolstad, B ;
Dettling, M ;
Dudoit, S ;
Ellis, B ;
Gautier, L ;
Ge, YC ;
Gentry, J ;
Hornik, K ;
Hothorn, T ;
Huber, W ;
Iacus, S ;
Irizarry, R ;
Leisch, F ;
Li, C ;
Maechler, M ;
Rossini, AJ ;
Sawitzki, G ;
Smith, C ;
Smyth, G ;
Tierney, L ;
Yang, JYH ;
Zhang, JH .
GENOME BIOLOGY, 2004, 5 (10)
[45]   Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS [J].
Gerber, SA ;
Rush, J ;
Stemman, O ;
Kirschner, MW ;
Gygi, SP .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (12) :6940-6945
[46]   The detection, correlation, and comparison of peptide precursor and product ions from data independent LC-MS with data dependant LC-MS/MS [J].
Geromanos, Scott J. ;
Vissers, Johannes P. C. ;
Silva, Jeffrey C. ;
Dorschel, Craig A. ;
Li, Guo-Zhong ;
Gorenstein, Marc V. ;
Bateman, Robert H. ;
Langridge, James I. .
PROTEOMICS, 2009, 9 (06) :1683-1695
[47]   Global analysis of protein expression in yeast [J].
Ghaemmaghami, S ;
Huh, W ;
Bower, K ;
Howson, RW ;
Belle, A ;
Dephoure, N ;
O'Shea, EK ;
Weissman, JS .
NATURE, 2003, 425 (6959) :737-741
[48]   Label-free, normalized quantification of complex mass spectrometry data for proteomic analysis [J].
Griffin, Noelle M. ;
Yu, Jingyi ;
Long, Fred ;
Oh, Phil ;
Shore, Sabrina ;
Li, Yan ;
Koziol, Jim A. ;
Schnitzer, Jan E. .
NATURE BIOTECHNOLOGY, 2010, 28 (01) :83-U116
[49]   LC-MS/MS assay for protein amino acids and metabolically related compounds for large-scale screening of metabolic phenotypes [J].
Gu, Liping ;
Jones, A. Daniel ;
Last, Robert L. .
ANALYTICAL CHEMISTRY, 2007, 79 (21) :8067-8075
[50]   Measuring gene expression by quantitative proteome analysis [J].
Gygi, SP ;
Rist, B ;
Aebersold, R .
CURRENT OPINION IN BIOTECHNOLOGY, 2000, 11 (04) :396-401