Optimization of Data-Independent Acquisition Mass Spectrometry for Deep and Highly Sensitive Proteomic Analysis

被引:86
作者
Kawashima, Yusuke [1 ]
Watanabe, Eiichiro [2 ,3 ,4 ]
Umeyama, Taichi [5 ]
Nakajima, Daisuke [1 ]
Hattori, Masahira [5 ,6 ]
Honda, Kenya [2 ,3 ]
Ohara, Osamu [1 ,7 ]
机构
[1] Kazusa DNA Res Inst, Dept Appl Genom, Chiba 2920818, Japan
[2] RIKEN Ctr Integrat Med Sci, Lab Gut Homeostasis, Yokohama, Kanagawa 2300045, Japan
[3] Keio Univ, Sch Med, Dept Microbiol & Immunol, Tokyo 1608582, Japan
[4] Univ Tokyo, Dept Pediat Surg, Fac Med, Tokyo 1138655, Japan
[5] RIKEN Ctr Integrat Med Sci, Lab Microbiome Sci, Yokohama, Kanagawa 2300045, Japan
[6] Waseda Univ, Grad Sch Adv Sci & Engn, Tokyo 1698555, Japan
[7] RIKEN Ctr Integrat Med Sci, Lab Integrat Genom, Yokohama, Kanagawa 2300045, Japan
基金
日本学术振兴会;
关键词
DIA; SWATH; deep proteomics; label-free quantification; single shot; overlaping window DIA; PHOSPHOPROTEOME ANALYSIS; GUT-MICROBIOTA; SELECTIVITY; PLASTICITY; DIGESTION; PROTEIN; CELLS; MODEL;
D O I
10.3390/ijms20235932
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
Data-independent acquisition (DIA)-mass spectrometry (MS)-based proteomic analysis overtop the existing data-dependent acquisition (DDA)-MS-based proteomic analysis to enable deep proteome coverage and precise relative quantitative analysis in single-shot liquid chromatography (LC)-MS/MS. However, DIA-MS-based proteomic analysis has not yet been optimized in terms of system robustness and throughput, particularly for its practical applications. We established a single-shot LC-MS/MS system with an MS measurement time of 90 min for a highly sensitive and deep proteomic analysis by optimizing the conditions of DIA and nanoLC. We identified 7020 and 4068 proteins from 200 ng and 10 ng, respectively, of tryptic floating human embryonic kidney cells 293 (HEK293F) cell digest by performing the constructed LC-MS method with a protein sequence database search. The numbers of identified proteins from 200 ng and 10 ng of tryptic HEK293F increased to 8509 and 5706, respectively, by searching the chromatogram library created by gas-phase fractionated DIA. Moreover, DIA protein quantification was highly reproducible, with median coefficients of variation of 4.3% in eight replicate analyses. We could demonstrate the power of this system by applying the proteomic analysis to detect subtle changes in protein profiles between cerebrums in germ-free and specific pathogen-free mice, which successfully showed that >40 proteins were differentially produced between the cerebrums in the presence or absence of bacteria.
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页数:14
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共 52 条
[1]   Improved Proteome and Phosphoproteome Analysis on a Cation Exchanger by a Combined Acid and Salt Gradient [J].
Adachi, Jun ;
Hashiguchi, Kazunari ;
Nagano, Maiko ;
Sato, Misako ;
Sato, Ayako ;
Fukamizu, Kazuna ;
Ishihama, Yasushi ;
Tomonaga, Takeshi .
ANALYTICAL CHEMISTRY, 2016, 88 (16) :7899-7903
[2]   Improving Precursor Selectivity in Data-Independent Acquisition Using Overlapping Windows [J].
Amodei, Dario ;
Egertson, Jarrett ;
MacLean, Brendan X. ;
Johnson, Richard ;
Merrihew, Gennifer E. ;
Keller, Austin ;
Marsh, Don ;
Vitek, Olga ;
Mallick, Parag ;
MacCoss, Michael J. .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2019, 30 (04) :669-684
[3]   Carnosine modulates the Sp1-Slc31a1/Ctr1 copper-sensing system and influences copper homeostasis in murine CNS-derived cells [J].
Barca, Amilcare ;
Ippati, Stefania ;
Urso, Emanuela ;
Vetrugno, Carla ;
Storelli, Carlo ;
Maffia, Michele ;
Romano, Alessandro ;
Verri, Tiziano .
AMERICAN JOURNAL OF PHYSIOLOGY-CELL PHYSIOLOGY, 2019, 316 (02) :C235-C245
[4]   NQO1: A target for the treatment of cancer and neurological diseases, and a model to understand loss of function disease mechanisms [J].
Beaver, Sarah K. ;
Mesa-Torres, Noel ;
Pey, Angel L. ;
Timson, David J. .
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2019, 1867 (7-8) :663-676
[5]   Ultrasensitive Proteome Profiling for 100 Living Cells by Direct Cell Injection, Online Digestion and Nano-LC-MS/MS Analysis [J].
Chen, Qi ;
Yan, Guoquan ;
Gao, Mingxia ;
Zhang, Xiangmin .
ANALYTICAL CHEMISTRY, 2015, 87 (13) :6674-6680
[6]   Altered expression of insulin-degrading enzyme and regulator of calcineurin in the rat intracerebral streptozotocin model and human apolipoprotein E-epsilon 4-associated Alzheimer's disease [J].
Delikkaya, Buesra ;
Moriel, Natalia ;
Tong, Ming ;
Gallucci, Gina ;
de la Monte, Suzanne M. .
ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING, 2019, 11 (01) :392-404
[7]   Automated Nanoflow Two-Dimensional Reversed-Phase Liquid Chromatography System Enables In-Depth Proteome and Phosphoproteome Profiling of Nanoscale Samples [J].
Dou, Maowei ;
Tsai, Chia-Feng ;
Piehowski, Paul D. ;
Wang, Yang ;
Fillmore, Thomas L. ;
Zhao, Rui ;
Moore, Ronald J. ;
Zhang, Pengfei ;
Qian, Wei-Jun ;
Smith, Richard D. ;
Liu, Tao ;
Kelly, Ryan T. ;
Shi, Tujin ;
Zhu, Ying .
ANALYTICAL CHEMISTRY, 2019, 91 (15) :9707-9715
[8]   The Core Proteome of Biofilm-Grown Clinical Pseudomonas aeruginosa Isolates [J].
Erdmann, Jelena ;
Thoeming, Janne G. ;
Pohl, Sarah ;
Pich, Andreas ;
Lenz, Christof ;
Haeussler, Susanne .
CELLS, 2019, 8 (10)
[9]   Improved Electrospray Ionization Efficiency Compensates for Diminished Chromatographic Resolution and Enables Proteomics Analysis of Tyrosine Signaling in Embryonic Stem Cells [J].
Ficarro, Scott B. ;
Zhang, Yi ;
Lu, Yu ;
Moghimi, Ahmadali R. ;
Askenazi, Manor ;
Hyatt, Elzbieta ;
Smith, Eric D. ;
Boyer, Leah ;
Schlaeger, Thorsten M. ;
Luckey, C. John ;
Marto, Jarrod A. .
ANALYTICAL CHEMISTRY, 2009, 81 (09) :3440-3447
[10]   Changes of Colonic Bacterial Composition in Parkinson's Disease and Other Neurodegenerative Diseases [J].
Gerhardt, Sara ;
Mohajeri, M. Hasan .
NUTRIENTS, 2018, 10 (06)