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Title: Quantification of Lysine Acetylation and Succinylation Stoichiometry in Proteins Using Mass Spectrometric Data-Independent Acquisitions (SWATH)

Abstract

Post-translational modification of lysine residues by Nε-acylation is an important regulator of protein function. Many large-scale protein acylation studies have assessed relative changes of lysine acylation sites after antibody enrichment using mass spectrometry-based proteomics. Although relative acylation fold-changes are important, this does not reveal site occupancy, or stoichiometry, of individual modification sites, which is critical to understand functional consequences. Recently, methods for determining lysine acetylation stoichiometry have been proposed based on ratiometric analysis of endogenous levels to those introduced after quantitative per-acetylation of proteins using stable isotope-labeled acetic anhydride. However, in our hands, we find that these methods can overestimate acetylation stoichiometries because of signal interferences when endogenous levels of acylation are very low, which is especially problematic when using MS1 scans for quantification. In this study, we sought to improve the accuracy of determining acylation stoichiometry using data-independent acquisition (DIA). Specifically, we use SWATH acquisition to comprehensively collect both precursor and fragment ion intensity data. The use of fragment ions for stoichiometry quantification not only reduces interferences but also allows for determination of site-level stoichiometry from peptides with multiple lysine residues. We also demonstrate the novel extension of this method to measurements of succinylation stoichiometry using deuterium-labeled succinic anhydride.more » Proof of principle SWATH acquisition studies were first performed using bovine serum albumin for both acetylation and succinylation occupancy measurements, followed by the analysis of more complex samples of E. coli cell lysates. Although overall site occupancy was low (<1%), some proteins contained lysines with relatively high acetylation occupancy.« less

Authors:
 [1];  [1];  [1];  [2];  [3];  [4];  [1]
  1. Buck Institute for Research on Aging, 94945, Novato, CA, USA
  2. Amgen, 94080, South San Francisco, CA, USA
  3. Department of Microbiology and Immunology, Stritch School of Medicine, Health Sciences Division, Loyola University Chicago, 60153, Maywood, IL, USA
  4. Buck Institute for Research on Aging, 94945, Novato, CA, USA, Department of Pharmaceutical Chemistry, University of California, 94143, San Francisco, CA, USA
Publication Date:
Research Org.:
Buck Inst. for Research on Aging, Novato, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Inst. of Health (NIH) (United States)
OSTI Identifier:
1315863
Alternate Identifier(s):
OSTI ID: 1425373
Grant/Contract Number:  
SC0012443; R24DK085610; T32G000266; 1S10 OD016281
Resource Type:
Published Article
Journal Name:
Journal of the American Society for Mass Spectrometry
Additional Journal Information:
Journal Name: Journal of the American Society for Mass Spectrometry Journal Volume: 27 Journal Issue: 11; Journal ID: ISSN 1044-0305
Publisher:
American Chemical Society
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; stoichiometry; acetylation; succinylation; SWATH; data-independent acquisition; mass spectrometry; skyline

Citation Formats

Meyer, Jesse G., D’Souza, Alexandria K., Sorensen, Dylan J., Rardin, Matthew J., Wolfe, Alan J., Gibson, Bradford W., and Schilling, Birgit. Quantification of Lysine Acetylation and Succinylation Stoichiometry in Proteins Using Mass Spectrometric Data-Independent Acquisitions (SWATH). United States: N. p., 2016. Web. doi:10.1007/s13361-016-1476-z.
Meyer, Jesse G., D’Souza, Alexandria K., Sorensen, Dylan J., Rardin, Matthew J., Wolfe, Alan J., Gibson, Bradford W., & Schilling, Birgit. Quantification of Lysine Acetylation and Succinylation Stoichiometry in Proteins Using Mass Spectrometric Data-Independent Acquisitions (SWATH). United States. https://doi.org/10.1007/s13361-016-1476-z
Meyer, Jesse G., D’Souza, Alexandria K., Sorensen, Dylan J., Rardin, Matthew J., Wolfe, Alan J., Gibson, Bradford W., and Schilling, Birgit. Fri . "Quantification of Lysine Acetylation and Succinylation Stoichiometry in Proteins Using Mass Spectrometric Data-Independent Acquisitions (SWATH)". United States. https://doi.org/10.1007/s13361-016-1476-z.
@article{osti_1315863,
title = {Quantification of Lysine Acetylation and Succinylation Stoichiometry in Proteins Using Mass Spectrometric Data-Independent Acquisitions (SWATH)},
author = {Meyer, Jesse G. and D’Souza, Alexandria K. and Sorensen, Dylan J. and Rardin, Matthew J. and Wolfe, Alan J. and Gibson, Bradford W. and Schilling, Birgit},
abstractNote = {Post-translational modification of lysine residues by Nε-acylation is an important regulator of protein function. Many large-scale protein acylation studies have assessed relative changes of lysine acylation sites after antibody enrichment using mass spectrometry-based proteomics. Although relative acylation fold-changes are important, this does not reveal site occupancy, or stoichiometry, of individual modification sites, which is critical to understand functional consequences. Recently, methods for determining lysine acetylation stoichiometry have been proposed based on ratiometric analysis of endogenous levels to those introduced after quantitative per-acetylation of proteins using stable isotope-labeled acetic anhydride. However, in our hands, we find that these methods can overestimate acetylation stoichiometries because of signal interferences when endogenous levels of acylation are very low, which is especially problematic when using MS1 scans for quantification. In this study, we sought to improve the accuracy of determining acylation stoichiometry using data-independent acquisition (DIA). Specifically, we use SWATH acquisition to comprehensively collect both precursor and fragment ion intensity data. The use of fragment ions for stoichiometry quantification not only reduces interferences but also allows for determination of site-level stoichiometry from peptides with multiple lysine residues. We also demonstrate the novel extension of this method to measurements of succinylation stoichiometry using deuterium-labeled succinic anhydride. Proof of principle SWATH acquisition studies were first performed using bovine serum albumin for both acetylation and succinylation occupancy measurements, followed by the analysis of more complex samples of E. coli cell lysates. Although overall site occupancy was low (<1%), some proteins contained lysines with relatively high acetylation occupancy.},
doi = {10.1007/s13361-016-1476-z},
journal = {Journal of the American Society for Mass Spectrometry},
number = 11,
volume = 27,
place = {United States},
year = {Fri Sep 02 00:00:00 EDT 2016},
month = {Fri Sep 02 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
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https://doi.org/10.1007/s13361-016-1476-z

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Works referenced in this record:

Acetylation dynamics and stoichiometry in S accharomyces cerevisiae
journal, January 2014

  • Weinert, Brian T.; Iesmantavicius, Vytautas; Moustafa, Tarek
  • Molecular Systems Biology, Vol. 10, Issue 1
  • DOI: 10.1002/msb.134766

SIRT3 regulates mitochondrial fatty-acid oxidation by reversible enzyme deacetylation
journal, March 2010

  • Hirschey, Matthew D.; Shimazu, Tadahiro; Goetzman, Eric
  • Nature, Vol. 464, Issue 7285
  • DOI: 10.1038/nature08778

Controlling Deuterium Isotope Effects in Comparative Proteomics
journal, August 2002

  • Zhang, Roujian; Sioma, Cathy S.; Thompson, Robert A.
  • Analytical Chemistry, Vol. 74, Issue 15
  • DOI: 10.1021/ac025614w

The First Identification of Lysine Malonylation Substrates and Its Regulatory Enzyme
journal, September 2011

  • Peng, Chao; Lu, Zhike; Xie, Zhongyu
  • Molecular & Cellular Proteomics, Vol. 10, Issue 12
  • DOI: 10.1074/mcp.M111.012658

Platform-independent and Label-free Quantitation of Proteomic Data Using MS1 Extracted Ion Chromatograms in Skyline: APPLICATION TO PROTEIN ACETYLATION AND PHOSPHORYLATION
journal, March 2012

  • Schilling, Birgit; Rardin, Matthew J.; MacLean, Brendan X.
  • Molecular & Cellular Proteomics, Vol. 11, Issue 5
  • DOI: 10.1074/mcp.M112.017707

Lysine Acetylation Is a Highly Abundant and Evolutionarily Conserved Modification in Escherichia Coli
journal, August 2008


Calorie restriction alters mitochondrial protein acetylation
journal, October 2009


Skyline: an open source document editor for creating and analyzing targeted proteomics experiments
journal, February 2010


The growing landscape of lysine acetylation links metabolism and cell signalling
journal, July 2014

  • Choudhary, Chunaram; Weinert, Brian T.; Nishida, Yuya
  • Nature Reviews Molecular Cell Biology, Vol. 15, Issue 8
  • DOI: 10.1038/nrm3841

Quantitative, Multiplexed Assays for Low Abundance Proteins in Plasma by Targeted Mass Spectrometry and Stable Isotope Dilution
journal, October 2007

  • Keshishian, Hasmik; Addona, Terri; Burgess, Michael
  • Molecular & Cellular Proteomics, Vol. 6, Issue 12
  • DOI: 10.1074/mcp.M700354-MCP200

Probability-based protein identification by searching sequence databases using mass spectrometry data
journal, December 1999


Lysine Acetylation: Codified Crosstalk with Other Posttranslational Modifications
journal, August 2008


Quantitative Phosphoproteomics Reveals Widespread Full Phosphorylation Site Occupancy During Mitosis
journal, January 2010


iProphet: Multi-level Integrative Analysis of Shotgun Proteomic Data Improves Peptide and Protein Identification Rates and Error Estimates
journal, August 2011

  • Shteynberg, David; Deutsch, Eric W.; Lam, Henry
  • Molecular & Cellular Proteomics, Vol. 10, Issue 12
  • DOI: 10.1074/mcp.M111.007690

Stoichiometry of Site-specific Lysine Acetylation in an Entire Proteome
journal, June 2014

  • Baeza, Josue; Dowell, James A.; Smallegan, Michael J.
  • Journal of Biological Chemistry, Vol. 289, Issue 31
  • DOI: 10.1074/jbc.M114.581843

MS1 Peptide Ion Intensity Chromatograms in MS2 (SWATH) Data Independent Acquisitions. Improving Post Acquisition Analysis of Proteomic Experiments
journal, May 2015

  • Rardin, Matthew J.; Schilling, Birgit; Cheng, Lin-Yang
  • Molecular & Cellular Proteomics, Vol. 14, Issue 9
  • DOI: 10.1074/mcp.O115.048181

Identification of Lysine Succinylation Substrates and the Succinylation Regulatory Enzyme CobB in Escherichia coli
journal, October 2013

  • Colak, Gozde; Xie, Zhongyu; Zhu, Anita Y.
  • Molecular & Cellular Proteomics, Vol. 12, Issue 12
  • DOI: 10.1074/mcp.M113.031567

Lysine Acetylation Targets Protein Complexes and Co-Regulates Major Cellular Functions
journal, July 2009


Inhibition of Acetyl Phosphate-dependent Transcription by an Acetylatable Lysine on RNA Polymerase
journal, July 2012

  • Lima, Bruno P.; Thanh Huyen, Tran Thi; Bäsell, Katrin
  • Journal of Biological Chemistry, Vol. 287, Issue 38
  • DOI: 10.1074/jbc.M112.365502

Involvement of protein acetylation in glucose-induced transcription of a stress-responsive promoter: Acetylation of RNA polymerase
journal, July 2011


The human silent information regulator (Sir)2 homologue hSIRT3 is a mitochondrial nicotinamide adenine dinucleotide–dependent deacetylase
journal, August 2002

  • Schwer, Björn; North, Brian J.; Frye, Roy A.
  • The Journal of Cell Biology, Vol. 158, Issue 4
  • DOI: 10.1083/jcb.200205057

A cross-platform toolkit for mass spectrometry and proteomics
journal, October 2012

  • Chambers, Matthew C.; Maclean, Brendan; Burke, Robert
  • Nature Biotechnology, Vol. 30, Issue 10
  • DOI: 10.1038/nbt.2377

Label-free quantitative proteomics of the lysine acetylome in mitochondria identifies substrates of SIRT3 in metabolic pathways
journal, April 2013

  • Rardin, M. J.; Newman, J. C.; Held, J. M.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 16
  • DOI: 10.1073/pnas.1302961110

SIRT5-Mediated Lysine Desuccinylation Impacts Diverse Metabolic Pathways
journal, June 2013


Empirical Statistical Model To Estimate the Accuracy of Peptide Identifications Made by MS/MS and Database Search
journal, October 2002

  • Keller, Andrew; Nesvizhskii, Alexey I.; Kolker, Eugene
  • Analytical Chemistry, Vol. 74, Issue 20
  • DOI: 10.1021/ac025747h

SIRT5 Regulates the Mitochondrial Lysine Succinylome and Metabolic Networks
journal, December 2013


Acetyl-Phosphate Is a Critical Determinant of Lysine Acetylation in E. coli
journal, July 2013


DIA-Umpire: comprehensive computational framework for data-independent acquisition proteomics
journal, January 2015

  • Tsou, Chih-Chiang; Avtonomov, Dmitry; Larsen, Brett
  • Nature Methods, Vol. 12, Issue 3
  • DOI: 10.1038/nmeth.3255

Lysine Succinylation Is a Frequently Occurring Modification in Prokaryotes and Eukaryotes and Extensively Overlaps with Acetylation
journal, August 2013


Histone deacetylases and cancer
journal, August 2007


50 years of protein acetylation: from gene regulation to epigenetics, metabolism and beyond
journal, December 2014

  • Verdin, Eric; Ott, Melanie
  • Nature Reviews Molecular Cell Biology, Vol. 16, Issue 4
  • DOI: 10.1038/nrm3931

Acetylation of the Response Regulator RcsB Controls Transcription from a Small RNA Promoter
journal, July 2013

  • Hu, L. I.; Chi, B. K.; Kuhn, M. L.
  • Journal of Bacteriology, Vol. 195, Issue 18
  • DOI: 10.1128/JB.00383-13

[41] Acetylation
book, January 1972


SIRT5 Regulates both Cytosolic and Mitochondrial Protein Malonylation with Glycolysis as a Major Target
journal, July 2015


Deep, Quantitative Coverage of the Lysine Acetylome Using Novel Anti-acetyl-lysine Antibodies and an Optimized Proteomic Workflow
journal, May 2015

  • Svinkina, Tanya; Gu, Hongbo; Silva, Jeffrey C.
  • Molecular & Cellular Proteomics, Vol. 14, Issue 9
  • DOI: 10.1074/mcp.O114.047555

Regulation of chromatin by histone modifications
journal, February 2011

  • Bannister, Andrew J.; Kouzarides, Tony
  • Cell Research, Vol. 21, Issue 3
  • DOI: 10.1038/cr.2011.22

Site-Specific Identification of Lysine Acetylation Stoichiometries in Mammalian Cells
journal, February 2016


Structural, Kinetic and Proteomic Characterization of Acetyl Phosphate-Dependent Bacterial Protein Acetylation
journal, April 2014


Protein acetylation affects acetate metabolism, motility and acid stress response in Escherichia coli
journal, November 2014

  • Castaño‐Cerezo, Sara; Bernal, Vicente; Post, Harm
  • Molecular Systems Biology, Vol. 10, Issue 11
  • DOI: 10.15252/msb.20145227

Analysis of acetylation stoichiometry suggests that SIRT 3 repairs nonenzymatic acetylation lesions
journal, September 2015

  • Weinert, Brian T.; Moustafa, Tarek; Iesmantavicius, Vytautas
  • The EMBO Journal, Vol. 34, Issue 21
  • DOI: 10.15252/embj.201591271

Widespread and Enzyme-independent N ϵ -Acetylation and N ϵ -Succinylation of Proteins in the Chemical Conditions of the Mitochondrial Matrix
journal, August 2013

  • Wagner, Gregory R.; Payne, R. Mark
  • Journal of Biological Chemistry, Vol. 288, Issue 40
  • DOI: 10.1074/jbc.M113.486753

Substrate and Functional Diversity of Lysine Acetylation Revealed by a Proteomics Survey
journal, August 2006


Protein acetylation dynamics in response to carbon overflow in E scherichia coli : Acetylation dynamics and overflow metabolism
journal, September 2015

  • Schilling, Birgit; Christensen, David; Davis, Robert
  • Molecular Microbiology, Vol. 98, Issue 5
  • DOI: 10.1111/mmi.13161

The E. coli sirtuin CobB shows no preference for enzymatic and nonenzymatic lysine acetylation substrate sites
journal, November 2014

  • AbouElfetouh, Alaa; Kuhn, Misty L.; Hu, Linda I.
  • MicrobiologyOpen, Vol. 4, Issue 1
  • DOI: 10.1002/mbo3.223

Reversed-phase chromatography with multiple fraction concatenation strategy for proteome profiling of human MCF10A cells
journal, April 2011


MS-GF+ makes progress towards a universal database search tool for proteomics
journal, October 2014

  • Kim, Sangtae; Pevzner, Pavel A.
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms6277

Mitochondrial sirtuins: regulators of protein acylation and metabolism
journal, September 2012

  • He, Wenjuan; Newman, John C.; Wang, Margaret Z.
  • Trends in Endocrinology & Metabolism, Vol. 23, Issue 9
  • DOI: 10.1016/j.tem.2012.07.004

A Method to Determine Lysine Acetylation Stoichiometries
journal, January 2014

  • Nakayasu, Ernesto S.; Wu, Si; Sydor, Michael A.
  • International Journal of Proteomics, Vol. 2014
  • DOI: 10.1155/2014/730725

Regulation of acetate metabolism in Escherichia coli BL21 by protein Nε-lysine acetylation
journal, December 2014

  • Castaño-Cerezo, Sara; Bernal, Vicente; Röhrig, Teresa
  • Applied Microbiology and Biotechnology, Vol. 99, Issue 8
  • DOI: 10.1007/s00253-014-6280-8