Quantitative phosphoproteomics by mass spectrometry: past, present, and future

Protein phosphorylation-mediated signaling networks regulate much of the cellular response to external stimuli, and dysregulation in these networks has been linked to multiple disease states. Significant advancements have been made over the past decade to enable the analysis and quantification of cellular protein phosphorylation events, but comprehensive analysis of the phosphoproteome is still lacking, as is the ability to monitor signaling at the network level while comprehending the biological implications of each phosphorylation site. In this review we highlight many of the technological advances over the past decade and describe some of the latest applications of these tools to uncover signaling networks in a variety of biological settings. We finish with a concise discussion of the future of the field, including additional advances that are required to link protein phosphorylation analysis with biological insight.     

The role of ubiquitylation in nerve cell development

Nerve cell development in the brain is a tightly regulated process. The generation of neurons from precursor cells, their migration to the appropriate target sites, their extensive arborization and their integration into functional networks through synapse formation and refinement are governed by multiple interdependent signalling cascades. The function and turnover of proteins involved in these signalling cascades, in turn, are spatially and temporally controlled by ubiquitylation. Recent advances have provided first insights into the highly complex and intricate molecular pathways that regulate ubiquitylation during all stages of neural development and that operate in parallel with other regulatory processes such as phosphorylation or cyclic nucleotide signalling.     

FBXW7/hCDC4 controls glioma cell proliferation in vitro and is a prognostic marker for survival in glioblastoma patients

Ubiquitin is a highly versatile post-translational modification that controls virtually all types of cellular events. Over the past ten years we have learned that diverse forms of ubiquitin modifications and of ubiquitin binding modules co-exist in the cell, giving rise to complex networks of protein:protein interactions. A central problem that continues to puzzle ubiquitinologists is how cells translate this myriad of stimuli into highly specific responses. This is a classical signalling problem. Here, we draw parallels with the phosphorylation signalling pathway and we discuss the expanding repertoire of ubiquitin signals, signal tranducers and signalling-regulated E3 enzymes. We examine recent advances in the field, including a new mechanism of regulation of E3 ligases that relies on ubiquitination.     

Directional and quantitative phosphorylation networks.

Directionality in protein signalling networks is due to modulated protein-protein interactions and is fundamental for proper signal progression and response to external and internal cues. This property is in part enabled by linear motifs embedding post-translational modification sites. These serve as recognition sites, guiding phosphorylation by kinases and subsequent binding of modular domains (e.g. SH2 and BRCT). Characterization of such modification-modulated interactions on a proteome-wide scale requires extensive computational and experimental analysis. Here, we review the latest advances in methods for unravelling phosphorylation-mediated cellular interaction networks. In particular, we will discuss how the combination of new quantitative mass-spectrometric technologies and computational algorithms together are enhancing mapping of these largely uncharted dynamic networks. By combining quantitative measurements of phosphorylation events with computational approaches, we argue that systems level models will help to decipher complex diseases through the ability to predict cellular systems trajectories.     

The role of protein disorder in the 14-3-3 interaction network

Disordered regions are segments of a protein that do not fold completely and thus remain flexible. These regions have key physiological roles, particularly in phospho-proteins, which are enriched in disorder-promoting residues surrounding their phosphorylation sites. 14-3-3 proteins are ordered hubs that interact with multiple and diverse intrinsically disordered phosphorylated targets. This provides 14-3-3 with the ability to participate in and to regulate multiple signalling networks. Here, I review the effect of structural disorder on the mechanism involved in 14-3-3 protein-protein interactions and how 14-3-3 impacts cell biology through disordered ligands. How 14-3-3 proteins constitute an advantageous system to identify novel classes of biological tools is discussed with a special emphasis on a particular-and innovative-use of small molecules to stabilize 14-3-3 protein complexes, useful to study gene expression, cancer signalling and neurodegenerative diseases.     

Modular evolution of phosphorylation-based signalling systems

Phosphorylation sites are formed by protein kinases ('writers'), frequently exert their effects following recognition by phospho-binding proteins ('readers') and are removed by protein phosphatases ('erasers'). This writer-reader-eraser toolkit allows phosphorylation events to control a broad range of regulatory processes, and has been pivotal in the evolution of new functions required for the development of multi-cellular animals. The proteins that comprise this system of protein kinases, phospho-binding targets and phosphatases are typically modular in organization, in the sense that they are composed of multiple globular domains and smaller peptide motifs with binding or catalytic properties. The linkage of these binding and catalytic modules in new ways through genetic recombination, and the selection of particular domain combinations, has promoted the evolution of novel, biologically useful processes. Conversely, the joining of domains in aberrant combinations can subvert cell signalling and be causative in diseases such as cancer. Major inventions such as phosphotyrosine (pTyr)-mediated signalling that flourished in the first multi-cellular animals and their immediate predecessors resulted from stepwise evolutionary progression. This involved changes in the binding properties of interaction domains such as SH2 and their linkage to new domain types, and alterations in the catalytic specificities of kinases and phosphatases. This review will focus on the modular aspects of signalling networks and the mechanism by which they may have evolved.     

Strategies for the identification of kinase substrates using analog-sensitive kinases

Phosphorylation of proteins is a prevalent post-translational modification, which affects intracellular signaling in many ways. About 2% of all eukaryotic genes code for protein kinases catalyzing phosphorylation events. Despite technological advances that have made it possible to identify thousands of phosphorylation sites simultaneously, identification of the substrates of a given kinase remains an exceptionally challenging task. Here, we summarize approaches for substrate identification that make use of genetically engineered ‘analog-sensitive’ kinases.     

Role of Abl and Src family kinases in actin-cytoskeletal rearrangements induced by the Helicobacter pylori CagA protein

The clinical outcome of infections with Helicobacter pylori is determined by a complex interplay of host-pathogen interactions, and persistent infection with this pathogen is the major cause of developing chronic gastritis, peptic ulcers and gastric cancer. Highly virulent strains encode a so-called type IV secretion system which translocates the CagA effector protein into gastric epithelial target cells. Injected CagA becomes tyrosine-phosphorylated on EPIYA sequence motifs by Src and Abl family kinase members. CagA then binds to and activates/inactivates various signalling proteins in a phosphorylation-dependent and phosphorylation-independent manner. In this way injected CagA can act as a master key that evolved during evolution the ability to highjack multiple downstream signalling cascades. Here we review our knowledge on the tyrosine phosphorylation motifs in CagA, the recent advances in the interaction of CagA with Src and Abl tyrosine kinases and their role in signalling events leading to changes of the phosphorylation status of actin-binding proteins cortactin, ezrin and vinculin followed by actin-cytoskeletal rearrangements, cell scattering and elongation. Detailed investigation of these pathways will help to yield novel insights and to elucidate the mechanisms of H. pylori-induced pathogenesis.     

Cross-talk between calcium signalling and protein phosphorylation at the thylakoid

The role of protein phosphorylation for adjusting chloroplast functions to changing environmental needs is well established, whereas calcium signalling in the chloroplast is only recently becoming appreciated. The work presented here explores the potential cross-talk between calcium signalling and protein phosphorylation in chloroplasts and provides the first evidence for targets of calcium-dependent protein phosphorylation at the thylakoid membrane. Thylakoid proteins were screened for calcium-dependent phosphorylation by 2D gel electrophoresis combined with phospho-specific labelling and PsaN, CAS, and VAR1, among other proteins, were identified repeatedly by mass spectrometry. Subsequently their calcium-dependent phosphorylation was confirmed in kinase assays using the purified proteins and chloroplast extracts. This is the first report on the protein targets of calcium-dependent phosphorylation of thylakoid proteins and provides ground for further studies in this direction.     

The F-box: a new motif for ubiquitin dependent proteolysis in cell cycle regulation and signal transduction

The ubiquitin system of intracellular protein degradation controls the abundance of many critical regulatory proteins. Specificity in the ubiquitin system is determined largely at the level of substrate recognition, a step that is mediated by E3 ubiquitin ligases. Analysis of the mechanisms of phosphorylation directed proteolysis in cell cycle regulation has uncovered a new class of E3 ubiquitin ligases called SCF complexes, which are composed of the subunits Skp1, Rbx1, Cdc53 and any one of a large number of different F-box proteins. The substrate specificity of SCF complexes is determined by the interchangeable F-box protein subunit, which recruits a specific set of substrates for ubiquitination to the core complex composed of Skp1, Rbx1, Cdc53 and the E2 enzyme Cdc34. F-box proteins have a bipartite structure--the shared F-box motif links F-box proteins to Skp1 and the core complex, whereas divergent protein-protein interaction motifs selectively bind their cognate substrates. To date all known SCF substrates are recognised in a strictly phosphorylation dependent manner, thus linking intracellular signalling networks to the ubiquitin system. The plethora of different F-box proteins in databases suggests that many pathways will be governed by SCF-dependent proteolysis. Indeed, genetic analysis has uncovered roles for F-box proteins in a variety of signalling pathways, ranging from nutrient sensing in yeast to conserved developmental pathways in plants and animals. Moreover, structural analysis has revealed ancestral relationships between SCF complexes and two other E3 ubiquitin ligases, suggesting that the combinatorial use of substrate specific adaptor proteins has evolved to allow the regulation of many cellular processes. Here, we review the known signalling pathways that are regulated by SCF complexes and highlight current issues in phosphorylation dependent protein degradation.     

Using phosphoproteomics to reveal signalling dynamics in plants

To ensure appropriate responses to stimuli, organisms have evolved signalling networks that rely on post-translational modifications of their components. Among these, protein phosphorylation has a prominent role and much research in plants has focused on protein kinases and phosphatases, which, respectively, catalyse phosphorylation and dephosphorylation of specific substrates. Technical limitations, however, have hampered the identification of these substrates. As reviewed here, novel mass spectrometry-based techniques have enabled the large-scale mapping of in vivo phosphorylation sites. Alternatively, methods based on peptide and protein microarrays have revealed protein kinase activities in cell extracts, in addition to kinase substrates. A combined phosphoproteomic approach of mass spectrometry and microarray technology could enhance the construction of dynamic plant signalling networks that underlie plant biology.     

Histone deacetylases: salesmen and customers in the post‐translational modification market

HDACs (histone deacetylases) are enzymes that remove the acetyl moiety from N‐?‐acetylated lysine residues in histones and non‐histone proteins. In recent years, it has turned out that HDACs themselves are also subject to post‐translational modification. Such structural alterations can determine the stability, localization, activity and protein—protein interactions of HDACs. This subsequently affects the modification of their substrates and the co‐ordination of cellular signalling networks. Intriguingly, physiologically relevant non‐histone proteins are increasingly found to be deacetylated by HDACs, and aberrant deacetylase activity contributes to several severe human diseases. Targeting the catalytic activity of these enzymes and their post‐translational modifications are therefore attractive targets for therapeutical intervention strategies. To achieve this ambitious goal, details on the molecular mechanisms regulating post‐translational modifications of HDACs are required. This review summarizes aspects of the current knowledge on the biological role and enzymology of the phosphorylation, acetylation, ubiquitylation and sumoylation of HDACs.     

The role of protein phosphorylation in human health and disease. The Sir Hans Krebs Medal Lecture.

The reversible phosphorylation of proteins regulates almost all aspects of cell life, while abnormal phosphorylation is a cause or consequence of many diseases. Mutations in particular protein kinases and phosphatases gives rise to a number of disorders and many naturally occurring toxins and pathogens exert their effects by altering the phosphorylation states of intracellular proteins. In this lecture, I present an overview of the progress that is being made in developing specific inhibitors of protein kinases for the treatment of cancer and chronic inflammatory diseases and describe how recent advances in our understanding of the specificity and regulation of one particular protein kinase (GSK3) may facilitate the development of drugs to treat diabetes that would not have the potential to be oncogenic. I also discuss the exploitation of specific protein kinase inhibitors for the study of cell signalling and make recommendations for their effective use in cell-based assays.     

Phosphorylation of myelin proteins: Recent advances

Since it was first described 25 years ago, phosphorylation has come to be recognized as a widespread and dynamic post-translational modification of myelin protein. In this review, the phosphorylation characteristics of myelin basic protein, protein zero (P₀), myelin-associated glycoprotein and 2′3′ cyclic nucleotide 3′-phosphodiesterase are summarized. Emphasis is placed on recent advances in our knowledge concerning the protein kinases involved and the sites, of phosphorylation in the amino acid sequences, where known. The possible roles of myelin protein phosphorylation in modulating myelin structure, the process of myelin assembly and mediation of signal transduction events are discussed. Special issue dedicated to Dr. Marion E. Smith.     

Small proteins in bacteria – Big challenges in prediction and identification

Proteins with up to 100 amino acids have been largely overlooked due to the challenges associated with predicting and identifying them using traditional methods. Recent advances in bioinformatics and machine learning, DNA sequencing, RNA and Ribo-seq technologies, and mass spectrometry (MS) have greatly facilitated the detection and characterisation of these elusive proteins in recent years. This has revealed their crucial role in various cellular processes including regulation, signalling and transport, as toxins and as folding helpers for protein complexes. Consequently, the systematic identification and characterisation of these proteins in bacteria have emerged as a prominent field of interest within the microbial research community. This review provides an overview of different strategies for predicting and identifying these proteins on a large scale, leveraging the power of these advanced technologies. Furthermore, the review offers insights into the future developments that may be expected in this field.     

Evidence for a role of protein phosphorylation in the maintenance of the cnidarian–algal symbiosis

The endosymbiotic relationship between cnidarians and photosynthetic dinoflagellate algae provides the foundation of coral reef ecosystems. This essential interaction is globally threatened by anthropogenic disturbance. As such, it is important to understand the molecular mechanisms underpinning the cnidarian–algal association. Here we investigated phosphorylation‐mediated protein signalling as a mechanism of regulation of the cnidarian–algal interaction, and we report on the generation of the first phosphoproteome for the coral model system Aiptasia. Mass spectrometry‐based phosphoproteomics using data‐independent acquisition allowed consistent quantification of over 3,000 phosphopeptides totalling more than 1,600 phosphoproteins across aposymbiotic (symbiont‐free) and symbiotic anemones. Comparison of the symbiotic states showed distinct phosphoproteomic profiles attributable to the differential phosphorylation of 539 proteins that cover a broad range of functions, from receptors to structural and signal transduction proteins. A subsequent pathway enrichment analysis identified the processes of “protein digestion and absorption,” “carbohydrate metabolism,” and “protein folding, sorting and degradation,” and highlighted differential phosphorylation of the “phospholipase D signalling pathway” and “protein processing in the endoplasmic reticulum.” Targeted phosphorylation of the phospholipase D signalling pathway suggests control of glutamate vesicle trafficking across symbiotic compartments, and phosphorylation of the endoplasmic reticulum machinery suggests recycling of symbiosome‐associated proteins. Our study shows for the first time that changes in the phosphorylation status of proteins between aposymbiotic and symbiotic Aiptasia anemones may play a role in the regulation of the cnidarian–algal symbiosis. This is the first phosphoproteomic study of a cnidarian–algal symbiotic association as well as the first application of quantification by data‐independent acquisition in the coral field.     

Integrin Signaling: Cytoskeletal Complexes,MAP Kinase Activation,and Regulation of Gene Expression

Members of the integrin family of adhesion receptors mediate interactions of cells with the extracellular matrix. Besides their role in tissue morphogenesis by anchorage of cells to basement membranes and migration along extracellular matrix proteins, integrins are thought to play a key role in mediating the control of gene expression by the extracellular matrix. Studies over the past 10 years have shown that integrin-mediated cell adhesion can trigger signal transduction cascades involving translocation of proteins and protein tyrosine phosphorylation events. In this review, we discuss approaches used in our lab to study early events in integrin signalling as well as further downstream changes.