Monitoring of Plant Protein Post-translational Modifications Using Targeted Proteomics

Protein post-translational modifications (PTMs) are among the fastest and earliest of plant responses to changes in the environment, making the mechanisms and dynamics of PTMs an important area of plant science. One of the most studied PTMs is protein phosphorylation. This review summarizes the use of targeted proteomics for the elucidation of the biological functioning of plant PTMs, and focuses primarily on phosphorylation. Since phosphorylated peptides have a low abundance, usually complex enrichment protocols are required for their research. Initial identification is usually performed with discovery phosphoproteomics, using high sensitivity mass spectrometers, where as many phosphopeptides are measured as possible. Once a PTM site is identified, biological characterization can be addressed with targeted proteomics. In targeted proteomics, Selected/Multiple Reaction Monitoring (S/MRM) is traditionally coupled to simple, standard protein digestion protocols, often omitting the enrichment step, and relying on triple-quadruple mass spectrometer. The use of synthetic peptides as internal standards allows accurate identification, avoiding cross-reactivity typical for some antibody based approaches. Importantly, internal standards allow absolute peptide quantitation, reported down to 0.1 femtomoles, also useful for determination of phospho-site occupancy. S/MRM is advantageous in situations where monitoring and diagnostics of peptide PTM status is needed for many samples, as it has faster sample processing times, higher throughput than other approaches, and excellent quantitation and reproducibility. Furthermore, the number of publicly available data-bases with plant PTM discovery data is growing, facilitating selection of modified peptides and design of targeted proteomics workflows. Recent instrument developments result in faster scanning times, inclusion of ion-trap instruments leading to parallel reaction monitoring- which further facilitates S/MRM experimental design. Finally, recent combination of data independent and data dependent spectra acquisition means that in addition to anticipated targeted data, spectra can now be queried for unanticipated information. The potential for future applications in plant biology is outlined.

[1]  Joachim Selbig,et al.  PhosPhAt: a database of phosphorylation sites in Arabidopsis thaliana and a plant-specific phosphorylation site predictor , 2007, Nucleic Acids Res..

[2]  R. Chollet,et al.  In vitro phosphorylation of maize leaf phosphoenolpyruvate carboxylase. , 1986, Plant physiology.

[3]  Ludovic C. Gillet,et al.  Targeted Data Extraction of the MS/MS Spectra Generated by Data-independent Acquisition: A New Concept for Consistent and Accurate Proteome Analysis* , 2012, Molecular & Cellular Proteomics.

[4]  Y. Tsay,et al.  Switching between the two action modes of the dual‐affinity nitrate transporter CHL1 by phosphorylation , 2003, The EMBO journal.

[5]  Brendan MacLean,et al.  Bioinformatics Applications Note Gene Expression Skyline: an Open Source Document Editor for Creating and Analyzing Targeted Proteomics Experiments , 2022 .

[6]  Eduard Sabidó,et al.  What is targeted proteomics? A concise revision of targeted acquisition and targeted data analysis in mass spectrometry , 2017, Proteomics.

[7]  E. P. Kennedy,et al.  The enzymatic phosphorylation of proteins. , 1954, The Journal of biological chemistry.

[8]  G. Krouk,et al.  Nitrate signaling: adaptation to fluctuating environments. , 2010, Current opinion in plant biology.

[9]  Björn Usadel,et al.  Plant genome and transcriptome annotations: from misconceptions to simple solutions , 2017, Briefings Bioinform..

[10]  Peng Cui,et al.  Arginine methylation mediated by the Arabidopsis homolog of PRMT5 is essential for proper pre-mRNA splicing , 2010, Proceedings of the National Academy of Sciences.

[11]  P. Thibault,et al.  Targeted Identification of SUMOylation Sites in Human Proteins Using Affinity Enrichment and Paralog-specific Reporter Ions* , 2013, Molecular & Cellular Proteomics.

[12]  Huizhong Wang,et al.  Quantitative Phosphoproteomic and Metabolomic Analyses Reveal GmMYB173 Optimizes Flavonoid Metabolism in Soybean under Salt Stress* , 2018, Molecular & Cellular Proteomics.

[13]  Dong Xu,et al.  P3DB: a plant protein phosphorylation database , 2008, Nucleic Acids Res..

[14]  W. Schulze,et al.  Calcium-dependent protein kinase/NADPH oxidase activation circuit is required for rapid defense signal propagation , 2013, Proceedings of the National Academy of Sciences.

[15]  R. Vierstra,et al.  Proteomic analyses identify a diverse array of nuclear processes affected by small ubiquitin-like modifier conjugation in Arabidopsis , 2010, Proceedings of the National Academy of Sciences.

[16]  Wolfgang Hoehenwarter,et al.  Targeted proteomics analysis of protein degradation in plant signaling on an LTQ-Orbitrap mass spectrometer. , 2014, Journal of proteome research.

[17]  G. Friso,et al.  Posttranslational Protein Modifications in Plant Metabolism1 , 2015, Plant Physiology.

[18]  Paul H. Huang,et al.  Targeted Analysis of Phosphotyrosine Signaling by Multiple Reaction Monitoring Mass Spectrometry. , 2017, Methods in molecular biology.

[19]  S. Mohammed,et al.  Quantitative Phosphoproteomics after Auxin-stimulated Lateral Root Induction Identifies an SNX1 Protein Phosphorylation Site Required for Growth* , 2013, Molecular & Cellular Proteomics.

[20]  Dong Xu,et al.  Predicting and Analyzing Protein Phosphorylation Sites in Plants Using Musite , 2012, Front. Plant Sci..

[21]  A. Stensballe,et al.  Phosphoproteomics of the Arabidopsis Plasma Membrane and a New Phosphorylation Site Databasew⃞ , 2004, The Plant Cell Online.

[22]  Armin Djamei,et al.  Phosphoproteomics reveals extensive in vivo phosphorylation of Arabidopsis proteins involved in RNA metabolism , 2006, Nucleic acids research.

[23]  V. Dixit,et al.  Targeted mass spectrometric strategy for global mapping of ubiquitination on proteins. , 2007, Rapid communications in mass spectrometry : RCM.

[24]  David D. Shteynberg,et al.  Opening a SWATH Window on Posttranslational Modifications: Automated Pursuit of Modified Peptides* , 2015, Molecular & Cellular Proteomics.

[25]  The Arabidopsis Genome Initiative Analysis of the genome sequence of the flowering plant Arabidopsis thaliana , 2000, Nature.

[26]  W. Schulze,et al.  A kinase-phosphatase signaling module with BSK8 and BSL2 involved in regulation of sucrose-phosphate synthase. , 2014, Journal of proteome research.

[27]  C. MacKintosh,et al.  Metabolic enzymes as targets for 14-3-3 proteins , 2002, Plant Molecular Biology.

[28]  Wolfram Weckwerth,et al.  Identification of Novel in vivo MAP Kinase Substrates in Arabidopsis thaliana Through Use of Tandem Metal Oxide Affinity Chromatography* , 2012, Molecular & Cellular Proteomics.

[29]  Wolfram Weckwerth,et al.  Differential Multisite Phosphorylation of the Trehalose-6-phosphate Synthase Gene Family in Arabidopsis thaliana , 2005, Molecular & Cellular Proteomics.

[30]  Katsuhisa Horimoto,et al.  A large-scale targeted proteomics assay resource based on an in vitro human proteome , 2016, Nature Methods.

[31]  G. Jarvik,et al.  Parallel reaction monitoring (PRM) and selected reaction monitoring (SRM) exhibit comparable linearity, dynamic range and precision for targeted quantitative HDL proteomics. , 2015, Journal of proteomics.

[32]  M. Suorsa,et al.  Serine and threonine residues of plant STN7 kinase are differentially phosphorylated upon changing light conditions and specifically influence the activity and stability of the kinase. , 2016, The Plant journal : for cell and molecular biology.

[33]  Lin Zhu,et al.  Absolute Quantitation of Isoforms of Post-translationally Modified Proteins in Transgenic Organism* , 2012, Molecular & Cellular Proteomics.

[34]  Sixue Chen,et al.  Recent advances and challenges in plant phosphoproteomics , 2015, Proteomics.

[35]  Aili Li,et al.  CRISPR/Cas9: A powerful tool for crop genome editing , 2016 .

[36]  C. Albenne,et al.  Post-translational modifications of plant cell wall proteins and peptides: A survey from a proteomics point of view. , 2016, Biochimica et biophysica acta.

[37]  Dong Xu,et al.  P3DB 3.0: From plant phosphorylation sites to protein networks , 2013, Nucleic Acids Res..

[38]  G. Corthals,et al.  Protein phosphatase 2A (PP2A) regulatory subunit B'γ interacts with cytoplasmic ACONITASE 3 and modulates the abundance of AOX1A and AOX1D in Arabidopsis thaliana. , 2015, The New phytologist.

[39]  Zhu Yang,et al.  Absolute quantitation of protein posttranslational modification isoform. , 2015, Methods in molecular biology.

[40]  T. Sharkey,et al.  Evolution of the Phosphoenolpyruvate Carboxylase Protein Kinase Family in C3 and C4 Flaveria spp.1[W][OPEN] , 2014, Plant Physiology.

[41]  A. Giannis,et al.  A fatal affair: the ubiquitinylation of proteins. , 2004, Angewandte Chemie.

[42]  M. Sussman,et al.  Large-Scale Phosphoprotein Analysis in Medicago truncatula Roots Provides Insight into in Vivo Kinase Activity in Legumes1[W] , 2009, Plant Physiology.

[43]  Yu Xue,et al.  dbPPT: a comprehensive database of protein phosphorylation in plants , 2014, Database J. Biol. Databases Curation.

[44]  R. Aebersold,et al.  Selected reaction monitoring for quantitative proteomics: a tutorial , 2008, Molecular systems biology.

[45]  Yuanda Lv,et al.  Proteome-wide lysine acetylation identification in developing rice (Oryza sativa) seeds and protein co-modification by acetylation, succinylation, ubiquitination, and phosphorylation. , 2018, Biochimica et biophysica acta. Proteins and proteomics.

[46]  Ruedi Aebersold,et al.  Applications and Developments in Targeted Proteomics: From SRM to DIA/SWATH , 2016, Proteomics.

[47]  Derek J. Bailey,et al.  Parallel Reaction Monitoring for High Resolution and High Mass Accuracy Quantitative, Targeted Proteomics* , 2012, Molecular & Cellular Proteomics.

[48]  F. Provan,et al.  Mechanism and importance of post-translational regulation of nitrate reductase. , 2004, Journal of experimental botany.

[49]  W. Plaxton,et al.  The remarkable diversity of plant PEPC (phosphoenolpyruvate carboxylase): recent insights into the physiological functions and post-translational controls of non-photosynthetic PEPCs. , 2011, The Biochemical journal.

[50]  W. Schulze,et al.  Nitrate and ammonium lead to distinct global dynamic phosphorylation patterns when resupplied to nitrogen-starved Arabidopsis seedlings , 2012, The Plant journal : for cell and molecular biology.

[51]  W. Schulze Proteomics approaches to understand protein phosphorylation in pathway modulation. , 2010, Current opinion in plant biology.

[52]  C. Shin,et al.  Phosphorylation of CBP20 Links MicroRNA to Root Growth in the Ethylene Response , 2016, PLoS genetics.

[53]  Allan R Brasier,et al.  Multiplexed parallel reaction monitoring targeting histone modifications on the QExactive mass spectrometer. , 2014, Analytical chemistry.

[54]  Evan W. McConnell,et al.  Probing the Global Kinome and Phosphoproteome in Chlamydomonas reinhardtii via Sequential Enrichment and Quantitative Proteomics , 2017, The Plant journal : for cell and molecular biology.

[55]  Dong Xu,et al.  Databases for plant phosphoproteomics. , 2015, Methods in molecular biology.

[56]  P. Levene,et al.  THE CLEAVAGE PRODUCTS OF VITELLIN , 1906 .

[57]  Alexandra ME Jones,et al.  Quantitative phosphoproteomic analysis of plasma membrane proteins reveals regulatory mechanisms of plant innate immune responses , 2007, The Plant journal : for cell and molecular biology.

[58]  Allison Doerr Mass spectrometry–based targeted proteomics , 2012, Nature Methods.

[59]  Hannah Johnson,et al.  Rigorous determination of the stoichiometry of protein phosphorylation using mass spectrometry , 2009, Journal of the American Society for Mass Spectrometry.

[60]  M. Larsen,et al.  SIMAC (Sequential Elution from IMAC), a Phosphoproteomics Strategy for the Rapid Separation of Monophosphorylated from Multiply Phosphorylated Peptides*S , 2008, Molecular & Cellular Proteomics.

[61]  Michael J. MacCoss,et al.  Platform-independent and Label-free Quantitation of Proteomic Data Using MS1 Extracted Ion Chromatograms in Skyline , 2012, Molecular & Cellular Proteomics.

[62]  Borjana Arsova,et al.  Current status of the plant phosphorylation site database PhosPhAt and its use as a resource for molecular plant physiology , 2012, Front. Plant Sci..

[63]  A. Schnittger,et al.  Use of phospho-site substitutions to analyze the biological relevance of phosphorylation events in regulatory networks. , 2011, Methods in molecular biology.

[64]  W. Frommer,et al.  Temporal Analysis of Sucrose-induced Phosphorylation Changes in Plasma Membrane Proteins of Arabidopsis*S , 2007, Molecular & Cellular Proteomics.

[65]  W. Schulze,et al.  Quantitation of Vacuolar Sugar Transporter Abundance Changes Using QconCAT Synthtetic Peptides , 2016, Front. Plant Sci..

[66]  B. Usadel,et al.  Quantitation in mass-spectrometry-based proteomics. , 2010, Annual review of plant biology.

[67]  D. Lauffenburger,et al.  Multiple reaction monitoring for robust quantitative proteomic analysis of cellular signaling networks , 2007, Proceedings of the National Academy of Sciences.

[68]  Monika Zulawski,et al.  PhosPhAt goes kinases—searchable protein kinase target information in the plant phosphorylation site database PhosPhAt , 2012, Nucleic Acids Res..

[69]  Bruno Domon,et al.  Large-Scale Targeted Proteomics Using Internal Standard Triggered-Parallel Reaction Monitoring (IS-PRM)* , 2015, Molecular & Cellular Proteomics.

[70]  Adele Bourmaud,et al.  Parallel reaction monitoring using quadrupole‐Orbitrap mass spectrometer: Principle and applications , 2016, Proteomics.

[71]  W. Schulze,et al.  Cold acclimation induces changes in Arabidopsis tonoplast protein abundance and activity and alters phosphorylation of tonoplast monosaccharide transporters. , 2012, The Plant Journal.

[72]  W. Frommer,et al.  Feedback Inhibition of Ammonium Uptake by a Phospho-Dependent Allosteric Mechanism in Arabidopsis[W] , 2009, The Plant Cell Online.

[73]  I. Kratchmarova,et al.  Targeted mass spectrometry: An emerging powerful approach to unblock the bottleneck in phosphoproteomics. , 2017, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[74]  M. Tomita,et al.  Large-Scale Comparative Phosphoproteomics Identifies Conserved Phosphorylation Sites in Plants1[W][OA] , 2010, Plant Physiology.

[75]  Robert Schmidt,et al.  PhosPhAt: the Arabidopsis thaliana phosphorylation site database. An update , 2009, Nucleic Acids Res..

[76]  J. Walley,et al.  Dynamic Protein Acetylation in Plant–Pathogen Interactions , 2016, Front. Plant Sci..

[77]  E. Aro,et al.  Study of O-Phosphorylation Sites in Proteins Involved in Photosynthesis-Related Processes in Synechocystis sp. Strain PCC 6803: Application of the SRM Approach. , 2016, Journal of proteome research.

[78]  W. Schulze,et al.  The Arabidopsis Kinome: phylogeny and evolutionary insights into functional diversification , 2014, BMC Genomics.

[79]  Murray Grant,et al.  Analysis of the defence phosphoproteome of Arabidopsis thaliana using differential mass tagging , 2006, Proteomics.

[80]  T. Kislinger,et al.  Targeted proteomics by selected reaction monitoring mass spectrometry: applications to systems biology and biomarker discovery. , 2011, Molecular bioSystems.

[81]  Michael R Sussman,et al.  Mass Spectrometric-Based Selected Reaction Monitoring of Protein Phosphorylation during Symbiotic Signaling in the Model Legume, Medicago truncatula , 2016, PloS one.

[82]  T. Nägele,et al.  Quantitative phosphoproteomics reveals the role of the AMPK plant ortholog SnRK1 as a metabolic master regulator under energy deprivation , 2016, Scientific Reports.

[83]  Robert J. Schmitz,et al.  Processing and Subcellular Trafficking of ER-Tethered EIN2 Control Response to Ethylene Gas , 2012, Science.