Combinatorial Peptide Ligand Library Treatment Followed by a Dual-Enzyme, Dual-Activation Approach on a Nanoflow Liquid Chromatography/Orbitrap/Electron Transfer Dissociation System for Comprehensive Analysis of Swine Plasma Proteome

被引:39
作者
Tu, Chengjian [2 ,6 ]
Li, Jun [2 ,6 ]
Young, Rebeccah [5 ,6 ]
Page, Brian J. [1 ,5 ,6 ]
Engler, Frank [2 ,6 ]
Halfon, Marc S. [3 ,6 ]
Canty, John M., Jr. [1 ,4 ,5 ,6 ,7 ]
Qu, Jun [2 ,6 ]
机构
[1] SUNY Buffalo, Dept Med, Buffalo, NY 14260 USA
[2] SUNY Buffalo, Dept Pharmaceut Sci, Buffalo, NY 14260 USA
[3] SUNY Buffalo, Dept Biochem, Buffalo, NY 14260 USA
[4] SUNY Buffalo, Dept Physiol & Biophys, Buffalo, NY 14260 USA
[5] SUNY Buffalo, Ctr Res Cardiovasc Med, Buffalo, NY 14260 USA
[6] SUNY Buffalo, Ctr Excellence Bioinformat & Life Sci, Buffalo, NY 14260 USA
[7] VA Western New York Healthcare Syst, VA Med Ctr, Buffalo, NY 14215 USA
关键词
ELECTRON-TRANSFER DISSOCIATION; CHROMATOGRAPHY/TANDEM MASS-SPECTROMETRY; DYNAMIC-RANGE CHARACTERIZATION; IN-DEPTH EXPLORATION; HUMAN BLOOD-PLASMA; SENSITIVE QUANTIFICATION; CARDIOVASCULAR-DISEASE; HIBERNATING MYOCARDIUM; FUNCTIONAL ANNOTATION; HEART-FAILURE;
D O I
10.1021/ac200376m
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The plasma proteome holds enormous clinical potential, yet an in-depth analysis of the plasma proteome remains a daunting challenge due to its high complexity and the extremely wide dynamic range in protein concentrations. Furthermore, existing antibody-based approaches for depleting high-abundance proteins are not adaptable to the analysis of the animal plasma proteome, which is often essential for experimental pathology/pharmacology. Here we describe a highly comprehensive method for the investigation of the animal plasma proteome which employs an optimized combinatorial peptide ligand library (CPLL) treatment to reduce the protein concentration dynamic range and a dual-enzyme, dual-activation strategy to achieve high proteomic coverage. The CPLL treatment enriched the lower abundance proteins by. >100-fold when the samples were loaded in moderately denaturing conditions with multiple loading washing cycles. The native and the CPLL-treated plasma were digested in parallel by two enzymes (trypsin and GluC) carrying orthogonal specificities. By performing this differential proteolysis, the proteome coverage is improved where peptides produced by only one enzyme are poorly detectable. Digests were fractionated with high-resolution strong cation exchange chromatography and then resolved on a long, heated nano liquid chromatography column. MS analysis was performed on a linear triple quadrupole/orbitrap with two complementary activation methods (collisionally induced dissociation (CID) and electron transfer dissociation). We applied this optimized strategy to investigate the plasma proteome from swine, a prominent animal model for cardiovascular diseases (CVDs). This large-scale analysis results in identification of a total of 3421 unique proteins, spanning a concentration range of 9-10 orders of magnitude. The proteins were identified under a set of commonly accepted criteria, including a precursor mass error of <15 ppm, Xcorr cutoffs, and >= 2 unique peptides at a peptide probability of >= 95% and a protein probability of >= 99%, and the peptide false-positive rate of the data set was 1.8% as estimated by searching the reversed database. CPLL treatment resulted in 55% more identified proteins over those from native plasma; moreover, compared with using only trypsin and CID, the dual-enzyme/activation approach enabled the identification of 2.6-fold more proteins and substantially higher sequence coverage for most individual proteins. Further analysis revealed 657 proteins as significantly associated with CVDs (p < 0.05), which constitute five CVD-related pathways. This study represents the first in-depth investigation of a nonhuman plasma proteome, and the strategy developed here is adaptable to the comprehensive analysis of other highly complex proteomes.
引用
收藏
页码:4802 / 4813
页数:12
相关论文
共 61 条
[1]   Candidate-based proteomics in the search for biomarkers of cardiovascular disease [J].
Anderson, L .
JOURNAL OF PHYSIOLOGY-LONDON, 2005, 563 (01) :23-60
[2]   The Clinical Plasma Proteome: A Survey of Clinical Assays for Proteins in Plasma and Serum [J].
Anderson, N. Leigh .
CLINICAL CHEMISTRY, 2010, 56 (02) :177-185
[3]   The human plasma proteome - History, character, and diagnostic prospects [J].
Anderson, NL ;
Anderson, NG .
MOLECULAR & CELLULAR PROTEOMICS, 2002, 1 (11) :845-867
[4]   The human plasma proteome - A nonredundant list developed by combination of four separate sources [J].
Anderson, NL ;
Polanski, M ;
Pieper, R ;
Gatlin, T ;
Tirumalai, RS ;
Conrads, TP ;
Veenstra, TD ;
Adkins, JN ;
Pounds, JG ;
Fagan, R ;
Lobley, A .
MOLECULAR & CELLULAR PROTEOMICS, 2004, 3 (04) :311-326
[5]   Comparison of protein enrichment strategies for proteome analysis of plasma [J].
Bandow, Julia E. .
PROTEOMICS, 2010, 10 (07) :1416-1425
[6]   Combinatorial peptide ligand library plasma treatment: Advantages for accessing low-abundance proteins [J].
Beseme, Olivia ;
Fertin, Marie ;
Drobecq, Herve ;
Amouyel, Philippe ;
Pinet, Florence .
ELECTROPHORESIS, 2010, 31 (16) :2697-2704
[7]   Combinatorial peptide ligand libraries and plant proteomics: A winning strategy at a price [J].
Boschetti, Egisto ;
Bindschedler, Laurence V. ;
Tang, Chaorong ;
Fasoli, Elisa ;
Righetti, Pier Giorgio .
JOURNAL OF CHROMATOGRAPHY A, 2009, 1216 (08) :1215-1222
[8]   Accurate Mass Measurement: Terminology and Treatment of Data [J].
Brenton, A. Gareth ;
Godfrey, A. Ruth .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2010, 21 (11) :1821-1835
[9]   Resting myocardial flow in hibernating myocardium: validating animal models of human pathophysiology [J].
Canty, JM ;
Fallavollita, JA .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 1999, 277 (01) :H417-H422
[10]   A Rapid, Reproducible, On-the-Fly Orthogonal Array Optimization Method for Targeted Protein Quantification by LC/MS and Its Application for Accurate and Sensitive Quantification of Carbonyl Reductases in Human Liver [J].
Cao, Jin ;
Covarrubias, Vanessa M. ;
Straubinger, Robert M. ;
Wang, Hao ;
Duan, Xiaotao ;
Yu, Haoying ;
Qu, Jun ;
Blanco, Javier G. .
ANALYTICAL CHEMISTRY, 2010, 82 (07) :2680-2689