Comparative Analyses of Data Independent Acquisition Mass Spectrometric Approaches: DIA, WiSIM-DIA, and Untargeted DIA

被引:48
作者
Koopmans, Frank [1 ]
Ho, Jenny T. C. [2 ]
Smit, August B. [1 ]
Li, Ka Wan [1 ]
机构
[1] Vrije Univ, Dept Mol & Cellular Neurobiol, CNCR, Amsterdam Neurosci, Amsterdam, Netherlands
[2] Thermo Fisher Sci, Hemel Hempstead, England
关键词
data-independent analysis; quantitative proteomics; spectral library; PEPTIDE IDENTIFICATION; TARGETED ANALYSIS; PROTEOME; QUANTIFICATION; STRATEGY; WINDOW;
D O I
10.1002/pmic.201700304
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Data-independent acquisition (DIA) is an emerging technology for quantitative proteomics. Current DIA focusses on the identification and quantitation of fragment ions that are generated from multiple peptides contained in the same selection window of several to tens of m/z. An alternative approach is WiSIM-DIA, which combines conventional DIA with wide-SIM (wide selected-ion monitoring) windows to partition the precursor m/z space to produce high-quality precursor ion chromatograms. However, WiSIM-DIA has been underexplored; it remains unclear if it is a viable alternative to DIA. We demonstrate that WiSIM-DIA quantified more than 24 000 unique peptides over five orders of magnitude in a single 2 h analysis of a neuronal synapse-enriched fraction, compared to 31 000 in DIA. There is a strong correlation between abundance values of peptides quantified in both the DIA and WiSIM-DIA datasets. Interestingly, the S/N ratio of these peptides is not correlated. We further show that peptide identification directly from DIA spectra identified >2000 proteins, which included unique peptides not found in spectral libraries generated by DDA.
引用
收藏
页数:6
相关论文
共 28 条
[1]  
[Anonymous], R LANG ENV STAT COMP
[2]   An Optimized Shotgun Strategy for the Rapid Generation of Comprehensive Human Proteomes [J].
Bekker-Jensen, Dorte B. ;
Kelstrup, Christian D. ;
Batth, Tanveer S. ;
Larsen, Sara C. ;
Haldrup, Christa ;
Bramsen, Jesper B. ;
Sorensen, Karina D. ;
Hoyer, Soren ;
Orntoft, Torben F. ;
Andersen, Claus L. ;
Nielsen, Michael L. ;
Olsen, Jesper V. .
CELL SYSTEMS, 2017, 4 (06) :587-+
[3]   High-precision iRT prediction in the targeted analysis of data-independent acquisition and its impact on identification and quantitation [J].
Bruderer, Roland ;
Bernhardt, Oliver M. ;
Gandhi, Tejas ;
Reiter, Lukas .
PROTEOMICS, 2016, 16 (15-16) :2246-2256
[4]   Extending the Limits of Quantitative Proteome Profiling with Data-Independent Acquisition and Application to Acetaminophen-Treated Three-Dimensional Liver Microtissues [J].
Bruderer, Roland ;
Bernhardt, Oliver M. ;
Gandhi, Tejas ;
Miladinovic, Sasa M. ;
Cheng, Lin-Yang ;
Messner, Simon ;
Ehrenberger, Tobias ;
Zanotelli, Vito ;
Butscheid, Yulia ;
Escher, Claudia ;
Vitek, Olga ;
Rinner, Oliver ;
Reiter, Lukas .
MOLECULAR & CELLULAR PROTEOMICS, 2015, 14 (05) :1400-1410
[5]   Utility of accurate mass tags for proteome-wide protein identification [J].
Conrads, TP ;
Anderson, GA ;
Veenstra, TD ;
Pasa-Tolic, L ;
Smith, RD .
ANALYTICAL CHEMISTRY, 2000, 72 (14) :3349-3354
[6]   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
[7]   Targeted Data Extraction of the MS/MS Spectra Generated by Data-independent Acquisition: A New Concept for Consistent and Accurate Proteome Analysis [J].
Gillet, Ludovic C. ;
Navarro, Pedro ;
Tate, Stephen ;
Roest, Hannes ;
Selevsek, Nathalie ;
Reiter, Lukas ;
Bonner, Ron ;
Aebersold, Ruedi .
MOLECULAR & CELLULAR PROTEOMICS, 2012, 11 (06)
[8]   Dynamics of the mouse brain cortical synaptic proteome during postnatal brain development [J].
Gonzalez-Lozano, Miguel A. ;
Klemmer, Patricia ;
Gebuis, Titia ;
Hassan, Chopie ;
van Nierop, Pim ;
van Kesteren, Ronald E. ;
Smit, August B. ;
Li, Ka Wan .
SCIENTIFIC REPORTS, 2016, 6
[9]   Profiling the human hippocampal proteome at all pathologic stages of Alzheimer's disease [J].
Hondius, David C. ;
van Nierop, Pim ;
Li, Ka Wan ;
Hoozemans, Jeroen J. M. ;
van der Schors, Roel C. ;
van Haastert, Elise S. ;
van der Vies, Saskia M. ;
Rozemuller, Annemieke J. M. ;
Smit, August B. .
ALZHEIMERS & DEMENTIA, 2016, 12 (06) :654-668
[10]  
Ivanov M. V., 2017, J PROTEOME RES