Single-Shot 10K Proteome Approach: Over 10,000 Protein Identifications by Data-Independent Acquisition-Based Single-Shot Proteomics with Ion Mobility Spectrometry

被引:66
作者
Kawashima, Yusuke [2 ]
Nagai, Hirotaka [1 ]
Konno, Ryo [2 ]
Ishikawa, Masaki [2 ]
Nakajima, Daisuke [2 ]
Sato, Hironori [2 ]
Nakamura, Ren [2 ]
Furuyashiki, Tomoyuki [1 ]
Ohara, Osamu [2 ]
机构
[1] Kobe Univ, Grad Sch Med, Div Pharmacol, Kobe, Hyogo 6500017, Japan
[2] Kazusa DNA Res Inst, Dept Appl Genom, Kisarazu, Chiba 2920818, Japan
基金
日本学术振兴会;
关键词
single-shot proteomics; DIA-MS; FAIMS; feces; depression; GUT MICROBIOTA; STRESS; CHROMATOGRAPHY; BRAIN;
D O I
10.1021/acs.jproteome.2c00023
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The evolution of mass spectrometry (MS) and analytical techniques has led to the demand for proteome analysis with high proteome coverage in single-shot measurements. Focus has been placed on data-independent acquisition (DIA)-MS and ion mobility spectrometry as techniques for deep proteome analysis. We aimed to expand the proteome coverage by single-shot measurements using optimizing high-field asymmetric waveform ion mobility spectrometry parameters in DIA-MS. With our established proteome analysis system, more than 10,000 protein groups were identified from HEK293 cell digests within 120 min of MS measurement time. Additionally, we applied our approach to the analysis of host proteins in mouse feces and detected as many as 892 host protein groups (771 upregulated/121 downregulated proteins) in a mouse model of repeated social defeat stress (R-SDS) used in studying depression. Interestingly, 285 proteins elevated by R-SDS were related to mental disorders. The fecal host protein profiling by deep proteome analysis may help us understand mental illness pathologies noninvasively. Thus, our approach will be helpful for an in-depth comparison of protein expression levels for biological and medical research because it enables the analysis of highly proteome coverage in a single-shot measurement.
引用
收藏
页码:1418 / 1427
页数:10
相关论文
共 43 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]   Possible association of Bifidobacterium and Lactobacillus in the gut microbiota of patients with major depressive disorder [J].
Aizawa, Emiko ;
Tsuji, Hirokazu ;
Asahara, Takashi ;
Takahashi, Takuya ;
Teraishi, Toshiya ;
Yoshida, Sumiko ;
Ota, Miho ;
Koga, Norie ;
Hattori, Kotaro ;
Kunugi, Hiroshi .
JOURNAL OF AFFECTIVE DISORDERS, 2016, 202 :254-257
[3]   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
[4]   A Compact Quadrupole-Orbitrap Mass Spectrometer with FAIMS Interface Improves Proteome Coverage in Short LC Gradients [J].
Bekker-Jensen, Dorte B. ;
Martinez-Val, Ana ;
Steigerwald, Sophia ;
Ruther, Patrick ;
Fort, Kyle L. ;
Arrey, Tabiwang N. ;
Harder, Alexander ;
Makarov, Alexander ;
Olsen, Jesper, V .
MOLECULAR & CELLULAR PROTEOMICS, 2020, 19 (04) :716-729
[5]   Evidence of a role for CD44 and cell adhesion in mediating resistance to lenalidomide in multiple myeloma: therapeutic implications [J].
Bjorklund, C. C. ;
Baladandayuthapani, V. ;
Lin, H. Y. ;
Jones, R. J. ;
Kuiatse, I. ;
Wang, H. ;
Yang, J. ;
Shah, J. J. ;
Thomas, S. K. ;
Wang, M. ;
Weber, D. M. ;
Orlowski, R. Z. .
LEUKEMIA, 2014, 28 (02) :373-383
[6]   Optimization of Experimental Parameters in Data-Independent Mass Spectrometry Significantly Increases Depth and Reproducibility of Results [J].
Bruderer, Roland ;
Bernhardt, Oliver M. ;
Gandhi, Tejas ;
Xuan, Yue ;
Sondermann, Julia ;
Schmidt, Manuela ;
Gomez-Varela, David ;
Reiter, Lukas .
MOLECULAR & CELLULAR PROTEOMICS, 2017, 16 (12) :2296-2309
[7]   mRNAs, proteins and the emerging principles of gene expression control [J].
Buccitelli, Christopher ;
Selbach, Matthias .
NATURE REVIEWS GENETICS, 2020, 21 (10) :630-644
[8]   Stress and disorders of the stress system [J].
Chrousos, George P. .
NATURE REVIEWS ENDOCRINOLOGY, 2009, 5 (07) :374-381
[9]   DIA-NN: neural networks and interference correction enable deep proteome coverage in high throughput [J].
Demichev, Vadim ;
Messner, Christoph B. ;
Vernardis, Spyros I. ;
Lilley, Kathryn S. ;
Ralser, Markus .
NATURE METHODS, 2020, 17 (01) :41-+
[10]   Regulation of the stress response by the gut microbiota: Implications for psychoneuroendocrinology [J].
Dinan, Timothy G. ;
Cryan, John F. .
PSYCHONEUROENDOCRINOLOGY, 2012, 37 (09) :1369-1378