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Weighing in on Ubiquitin: The Expanding Role of Mass Spectrometry-based Proteomics
Abstract
Mass spectrometry-based proteomics has become an essential tool for qualitative and quantitative analysis of cellular systems. The biochemical complexity and functional diversity of the ubiquitin system are well suited to proteomic studies. This review summarizes advances involving the identification of ubiquitinated proteins, the elucidation of ubiquitin-modification sites, and the determination of poly-ubiquitin chain linkages, while offering a perspective on the application of emerging technologies to mechanistic and functional studies of protein ubiquitination. [dk1]
Introduction
The ubiquitin system is a well characterized pathway involved in regulating nearly every cellular process in eukaryotes1–3. In a series of elegant experiments, Hershko, Ciechanover, Rose and colleagues posited that the ATP-dependent modification of protein substrates by ubiquitin (termed APF-1 at the time) targeted them for degradation4, 5. This hypothesis was substantiated when Varshavsky and colleagues demonstrated a role for ubiquitin in protein turnover within cells6, 7. Since that time, ubiquitination has emerged as a central regulatory mechanism controlling not only protein stability, but also localization, interactions, and functional activity for a vast number of protein substrates (Fig. 1). [dk2]
The hallmark of the ubiquitin system is post-translational modification of protein substrates by ubiquitin, a highly conserved 76 amino acid polypeptide. The C-terminal glycine of ubiquitin is covalently linked through an isopeptide bond to the side chain of lysine(s) within the substrate. Substrates can be modified, either by a mono-ubiquitin, multiple mono-ubiquitins (multiubiquitination), or a poly-ubiquitin chain(s) (polyubiquitination) [dk4] (Fig. 1). In addition to ubiquitin, an entire family of ubiquitin-like (Ubl) proteins has been discovered. These proteins share significant sequence homology to ubiquitin, and in many cases, form covalent post-translational modifications by similar mechanisms. However, while ubiquitin often acts as a degradation signal, Ubl modifications appear to modulate exclusively non-proteasomal endpoints. Among these Ubl proteins are SUMO (Small Ubiquitin-like MOdifier)8, ISG15 (Interferon-Stimulated Gene of 15 kDa)9, and NEDD8 (NEural precursor cell-expressed and Developmentally Down-regulated gene)10, 11.
Due to improvements in instrument sensitivity, mass accuracy, peptide fragmentation, and database searching, mass spectrometry (MS)-based proteomics is becoming a mature platform for the systematic characterization of both the ubiquitin and Ubl systems. This review will focus on the existing and future applications of MS-based proteomics in such analyses. We will discuss the use of shotgun sequencing to identify protein substrates, and ubiquitin/Ubl modification sites, as well as enzymes involved in conjugation (ligases), deconjugation (DUBs), and ubiquitin-dependent proteolysis (26S proteasome). Ongoing work in this area seeks to develop a more complete understanding of the structure and function of poly-ubiquitin chains, and to define the role and specificity of ubiquitin-binding proteins. Since these and other mechanistic studies require carefully controlled comparisons between samples, pertinent subtractive/differential display approaches will be discussed. Finally, the focus will shift to the looming impact of stable isotope based quantitative approaches and their unequaled potential for further elucidation of the ubiquitin system.
Shotgun sequencing by MS as a biological assay
The term “shotgun sequencing,” coined by Yates and colleagues, refers to the automated identification and cataloging of proteins directly from complex mixtures12. At the heart of shotgun sequencing is the acquisition of thousands of tandem mass (MS/MS) spectra. In this approach, proteins are enzymatically digested into peptides, separated via reversed-phase chromatography and analyzed automatically by a mass spectrometer. Since each MS/MS spectrum represents the measurement of fragment ions produced from a single peptide (Fig. 2A), peptides are “sequenced” by the correlation of each MS/MS spectrum against a sequence database using software13, 14. Complex samples containing hundreds of proteins can be sequenced during a single analysis. This approach can be used as a biological assay to probe specific cell states by collating lists of identified peptides (cataloging proteomics), enumerating differences in peptide composition between samples (subtractive proteomics), or by comparing protein profiles between cell states using stable isotope labeling (quantitative proteomics) [dk6](Fig. 2B).
When more complex mixtures (e.g., cell lysates) are analyzed, additional separation is required for maximal protein coverage. To date, reports identifying more than 1,000 proteins have used either gel-based separation of proteins (GeLC-MS)15, 16 or multi-dimensional chromatography of peptides17, 18 prior to tandem mass spectrometry[dk9] (Fig. 2C). Multi-dimensional chromatography, performed following enzymatic digestion, typically employs a step of strong cation exchange chromatography prior to reversed phase separation. Two high-profile studies of the malaria parasite, Plasmodium falciparum, provide examples of how these two different approaches can be used for large scale proteomic analyses15, 17. While generating an enormous amount of data, a significant amount of analysis time is required to process and analyze each sample individually. The original multi-dimensional approach, multidimensional protein identification technology (MUDPIT), partially circumvents this problem by coupling the two chromatographic steps online with detection via mass spectrometry in an automated fashion, effectively eliminating many of the intermediate sample handling steps19. An advantage of multi-dimensional chromatography in ubiquitin analyses is that since proteins in the sample are digested together, rather than separated by molecular weight as in GeLC-MS approaches, maximum sensitivity is obtained for each individual substrate. The loss of sensitivity resulting from molecular weight separation can be partially overcome in GeLC-MS, since it is possible to load as much as 10 mg protein lysate on a preparative SDS-PAGE gel under optimized conditions.
Identification of substrates for ubiquitin and Ubl proteins
Initial contributions of MS-based proteomics to the study of ubiquitin and Ubl proteins have demonstrated that as many as one thousand ubiquitinated proteins can be identified within a single experiment18. Typically, substrates are purified via an N-terminal epitope tag[dk10] fused to ubiquitin, digested using trypsin, and analyzed by proteome-scale shotgun sequencing. To date, this basic approach [dk11]has been used to identify both ubiquitin- and SUMO- substrates en masse.
The first reported large scale analysis of ubiquitinated proteins using shotgun sequencing identified 1075 candidate substrates from yeast expressing epitope-tagged ubiquitin18. In subsequent studies, similar approaches were used to characterize defined subsets of ubiquitinated proteins20, 21, as well as proteins modified by SUMO22–26. These approaches have been extended into mammalian systems for both ubiquitin27 and SUMO28–31. In addition, a transgenic mouse expressing (His)6-ubiquitin has been described that may be useful for isolating conjugates from mammalian tissues32. For large-scale studies, yeast offer a distinct advantage over mammalian systems since the multiple genes encoding ubiquitin can be genetically inactivated prior to introduction of epitope-tagged ubiquitin, making it the sole form of ubiquitin within cells33. Nontagging strategies for enriching targets, such as using ubiquitin-binding proteins21, 34, may help overcome this difficulty by avoiding the use of epitope-tags completely, allowing for large scale analysis of ubiquitinated proteins from untransfected cells, animal tissues, or possibly even clinical specimens.
While identification of cellular substrates is optimal, several reports demonstrate that in vitro systems can be used effectively to identify targets for both ubiquitin and Ubl proteins35–37. In vitro systems have been particularly useful in focused studies characterizing substrates for ubiquitin ligases such as the tumor suppressor BRCA138, 39 and erythrocyte spectrin40, as well as the SUMOylation of CENP-C by Ubc941. [dk12]
While cataloging proteomics often offers insights into the breadth of ubiquitin- and Ubl-pathways, comparative biology requires more stringent subtractive approaches42. Subtractive proteomics takes advantage of the fact that a mass spectrometer is a concentration-sensitive detector. Since the number of peptides identified from a given protein within a mixture is roughly proportional to its abundance, comparing the number of peptides identified for a single protein in parallel samples can be semiquantitative. For example, ubiquitinated proteins were classified as substrates of the endoplasmic-reticulum associated degradation (ERAD) pathway if they displayed a ‘down-up-down’ profile for the number of peptides identified during analysis of wild type, npl4-1 mutant, and npl4-1Ubc7/Δ double mutant strains20. This profile was predicted based upon observations that npl4-1 mutants displayed increased levels of ubiquitinated proteins which were reversed in the absence of the E2 Ubc7. In another example, subtractive proteomics was used to identify ubiquitin-substrates whose degradation relied upon the ubiquitin-binding protein Rpn1021.
Comparisons of enriched pools [dk14]of ubiquitinated proteins from wild type and mutant cells, cells in different metabolic states, or cells grown under different conditions, have the potential to globally define ligase-substrate-DUB relationships. While subtractive approaches have proven useful, our belief is that differences between samples are best quantified using stable isotope labeling. Useful stable isotopes that are readily distinguishable by MS include deuterium, 13C, and 15N, which each provide a mass increment of ~1 Da/atom. Two common approaches used for incorporation of stable isotopes are metabolic labeling43–45 and post-harvest derivatization46. Both methods facilitate the comparison of proteins between two or more samples following differential labeling (Fig. 3). Quantification in both strategies relies on the fact that unlabeled and labeled versions of a peptide are chemically identical and co-elute during reverse-phase chromatography, so long as 13C and 15N isotopes are used for labeling. A peptide derived from a protein present at 2-fold higher concentration in one sample than the other is represented by a pair of peptides with peak intensities differing by 2-fold (Fig. 3). Since the large-scale characterization of ubiquitinated proteins is often partially obstructed by huge excesses of peptides from ubiquitin, any method which is transparent to ubiquitin peptides offers a unique analytical benefit. Since the isotope coded affinity tagging (ICAT) strategy is based upon enrichment of cysteine containing peptides, a residue which is completely lacking within ubiquitin, the quantification of ubiquitinated proteins using ICAT offers this benefit (Fig. 3). In any case, by adapting workflows for shotgun proteomics (Fig. 2B), thousands of peptides and their corresponding isotopic pairs can be sequenced and quantified from a single sample.
Although mass spectrometry offers a powerful tool for identifying ubiquitin- and Ubl-substrates, a number of unresolved issues remain. Despite many advances, MS data is inherently biased toward more abundant substrates. The effects of epitope tags on ubiquitin and Ubl proteins remain incompletely understood, including whether purification biases exist and whether ubiquitin pathway enzymes [dk15]utilize tagged and wild-type ubiquitin with equal efficiency. Ongoing work seeks to determine if ubiquitin-binding proteins or ubiquitin antibodies may work efficiently as affinity reagents[dk16] in order to lessen the need for epitope tagged ubiquitin.
Validation of database matched proteins as true substrates remains a major endeavor since ubiquitin/Ubl- and substrate-associated proteins can co-purify with true targets, particularly when affinity purifications are performed solely under non-denaturing conditions,. Several non MS-based approaches may be useful for validating conjugates and identifying low abundance substrates. Genetic methodologies, including two-hybrid screens and high-copy suppressor screens, have been used to identify SUMO substrates25. High-throughput immunoprecipitation and western blot analysis of epitope-tagged proteins, recently used to identify direct and indirect SUMO targets47, may be a feasible approach for systematic validation for substrates of ubiquitin and other Ubls identified by shotgun sequencing.
In efforts to increase the stringency of ubiquitin/Ubl substrates identified by shotgun sequencing, a general trend towards double-affinity purification procedures has emerged21, 22, 24, 25. Several groups studying both ubiquitin and SUMO have demonstrated that these approaches can be useful for identifying low-abundance conjugates while minimizing the number of false positives. Two papers using a single-step versus a double-affinity purification provide a relevant basis for comparing and contrasting the enrichment and analytical aspects of these methods[dk17]23, 24. While generating largely overlapping lists, an optimized MUDPIT analysis23 successfully identified more proteins than double-affinity purification coupled to GeLC-MS24. One advantage of the double-affinity approach was that it acted as independent confirmation that identified proteins were true substrates, even in the absence of follow up studies. Interestingly, both protocols have issues with false negatives. Despite identifying more proteins, the incidence of false negatives following single-step purification may actually underestimate the number of modified proteins, since many proteins are ruled out as potential substrates based on their identification in the negative control sample. By contrast, stringency inherent to the multi-step purification results in the loss of some true substrates prior to MS analysis.
Characterization of enzymes regulating ubiquitin and Ubl systems
In addition to analyses focused on substrate identification, MS-based proteomics has been useful in characterizing many enzymatic components of the ubiquitin system. Tandem mass spectrometry[dk18] has been used to identify novel members of the yeast anaphase promoting complex (APC)48, 49 and to characterize a network of Skp-Cullin-Fbox (SCF) ubiquitin-ligases50, 51. Enzymes regulating ubiquitination of substrates such as p5352–54, IkappaB55, histones56, 57, c-Jun58, and the EGF receptor59 have also been studied. Comprehensive analyses of the intact 26S proteasome have yielded a number of novel proteasome-associated proteins including both the APC and SCF E3 ligases60, while helping demonstrate that the Rpn11 subunit acts as a deubiquitinating enzyme for incoming proteasome substrates61. In a series of reports, activity-based probes, coupled with MS, have been used to characterize known DUB enzymes, identify a novel family of DUBs, and to perform expression profiling of DUBs in various cells and tissues62–64. The versatility of these probes was further extended to the characterization of deconjugating[dk19] enzymes for SUMO, Nedd8 and ISG1565.
Identification of ubiquitin and Ub-like modification sites
Large scale analysis of post-translational modifications, particularly protein phosphorylation, remains a fruitful area of research for MS-based proteomics66, 67. By using mass spectrometry coupled to phosphopeptide enrichment strategies such as immobilized metal affinity chromatography68, strong cation exchange chromatography69, or peptide immunoprecipitation70, thousands of modification sites have been identified. Recently, these approaches have been modified in order to identify ubiquitination sites. Unlike with phosphorylation, the identification of consensus ubiquitination sites based upon primary sequence seems unlikely. Rather, we feel that the combination of MS approaches with three dimensional protein structures will be useful in identifying exposed surfaces on which protein modification is occurring at a number of similarly positioned lysines. As the number of identified ubiquitination sites increases, one related benefit may the identification of recognition motifs for enzymes such as ligases or DUBs. Since only a handful of bona fide ubiquitination sites are currently known, significant efforts are needed in this area. [dk20]
A number of studies have demonstrated that precise ubiquitination sites can be identified using MS, by taking advantage of the fact that isopeptide-linked ubiquitin is cleaved by trypsin at the junction between Arg-74 and Gly-75, producing a –GG signature peptide (Fig. 4)18, 20, 39, 71–73. Two large scale studies have been performed to identify ubiquitination sites from yeast18, 20. In more focused studies, modification sites on Gpa171, γ–tubulin39, TRAF-174, Smad475, and Met473 have been identified using similar methods. Another noteworthy report used MS to characterize the N-terminal ubiquitination of both p21 and ERK372.
Despite these successes, the identification of ubiquitinated lysines has proven to be difficult for many proteins. Whereas site-directed mutagenesis of ubiquitinated residues in Gpa1 and TRAF1 nearly eliminated substrate modification71, 74, in many cases, downstream function requires that only one of a subset of lysines be ubiquitinated76, 77. When identifying ubiquitination sites on a protein, it is common to find that each individual lysine is modified in only a fraction of the sample. This multiple lysine effect [dk21] decreases the abundance of each individual –GG signature peptide. Since many proteins are heterogeneously poly-ubiquitinated, indicated by ubiquitin smears which extend >100 kD on an SDS-PAGE gel, common methods such as gel band analysis must be optimized for each individual substrate. In several cases, this problem has been overcome using multi-dimensional chromatography approaches coupled to MS, in which proteins are digested in solution without SDS-PAGE separation18, 20, 73. Additionally, because of the missed lysine cleavage at the ubiquitin modification site, some -GG signature peptides become too large for standard analyses, and require alternate digestion strategies.
In attempts to circumvent some of these complications, several groups have sought to develop new techniques for detecting precise ubiquitination sites. The high mass accuracy of Fourier- transform ion-cyclotron resonance mass spectrometry has been beneficial for identifying ubiquitination sites78. Alternate enzymes can be used to digest substrates and generate significantly longer signature peptide (e.g. STLHLVLRLRGG for GluC)79, reminiscent of the lysine modifications encountered following tryptic digestion of several Ubl proteins (SUMO-2, SUMO-3, Hub1). In contrast, if –GG signature peptides lack basic residues and are effectively too long for analysis, the use of multiple enzymes may be beneficial73. One disadvantage of using trypsin is that it forms identical –GG signature peptides for ubiquitin, as well as the Ubl proteins NEDD8 and ISG15. Alternate enzymes which produce slightly larger signatures easily differentiate between the three. These alternate or multiple enzyme strategies are particularly effective when focusing on a single protein, in experiments where the approach can be directly tailored based upon the amino acid sequence of the substrate.
Another approach involves amino-terminal labeling of –GG signature peptides either by sulfonation80 or modification by fluorous affinity tags81. One potential benefit of such a post-digest modification is that since –GG signature peptides effectively have two amino-termini, and typical tryptic peptides only one, enrichment of multiply modified peptides may be an effective strategy for concentrating –GG signature peptides81. Additionally, strategies developed for large-scale phosphopeptide identification such as peptide immunoprecipitation70 or ion exchange chromatography69 may also be useful for capturing –GG signature peptides. While further work is needed to test the utility of newly developed methods in the large scale identification of ubiquitination sites from in vivo substrates, work involving phosphopeptides suggests that prefractionation of –GG signature peptides will be a key component of any successful strategy.
Defining the structure of poly-ubiquitin chains
The formation of a poly-ubiquitin chain provides an opportunity for increased regulatory complexity within many ubiquitin-dependent processes82 (Fig. 1). Much of the current understanding of the function and frequency of various poly-ubiquitin linkages is derived either from experiments performed using lysine-to-arginine mutant forms of ubiquitin33, 83, 84 or studies performed with synthetic poly-ubiquitin chains85–87. Additional reports suggest that antibodies with preferences for and/or against specific forms of ubiquitin may be used to differentiate between monoubiquitin and poly-ubiquitin in samples88–90. [dk22] The indirect nature of these molecular approaches relies upon a number of assumptions. While preventing the formation of certain ubiquitin-ubiquitin linkages, substitution of highly conserved lysines within the ubiquitin sequence could also have uncharacterized effects on protein-protein interactions, enzyme activities, or poly-ubiquitin chain formation within a complex system. Synthetic chains are a proven biochemical tool, but may not be representative of all substrates carrying a similar modification. Despite the proven utility of these molecular strategies, there remains a need for a direct, quantitative method to analyze poly-ubiquitin chain composition. Since trypsin digestion of a poly-ubiquitin chain produces unique –GG signature peptides for each possible linkage, analysis of these peptides can allow direct measurement of linkage types and frequencies (Fig. 4).
Large-scale shotgun sequencing studies have identified –GG signature peptides from the various types of poly-ubiquitin chains. For example, in yeast, it was shown that all seven lysines in ubiquitin can participate in poly-ubiquitin chain formation in vivo [dk23]18. Furthermore, in the same study, a branched ubiquitin peptide was also identified in which a single ubiquitin was simultaneously modified at two adjacent residues (K29 and K33). These observations suggest that chain formation through alternative lysines within ubiquitin may provide new levels of regulatory complexity. Analysis of ubiquitinated Met4 purified from yeast showed it to be modified by K48-linked chains, despite the fact that the substrate was stable and not being targeted for degradation73. Subsequent reports have also used mass spectrometry to examine poly-ubiquitin linkages formed during in vitro reactions. In two such examples, the yeast Ufd2 ligase complex was shown to synthesize both K48 and K63 chains91, while the BRCA1/BARD1 heterodimer generated K6 linkages92, 93. In all of these studies which utilize either shotgun sequencing or more focused MS/MS approaches to identify the presence of specific poly-ubiquitin chain linkages, caution should used. Because of peptide specific chromatographic properties, as is the case with the diminutive K29 branched peptide, or MS insensitivity, as with the K11 branched peptide from yeast, absence of evidence should not necessarily be construed as evidence of absence.
Many labs are involved in understanding the biological consequences of protein polyubiquitination through noncanonical ubiquitin-ubiquitin linkages. Whereas K48 and K63 linked chains have been tied to many effects within cells, little is known about chains formed through K6, K11, K29 and others. Recently, MS was used to demonstrate the effect of biotinylation and/or mutation of K6 in processes such as ubiquitin-conjugation and proteasomal degradation94. Another group purified and identified linkage specific binding proteins associated with K29-linked chains, including two proteins from the ubiquitin pathway, Ubp14/Isopeptidase T and Ufd395. The extension of these studies to other chain linkages should further elucidate the mechanisms through which poly-ubiquitin chains dictate biological functions.
MS-based proteomics [dk24]has begun to make progress towards a direct, quantitative method for analyzing poly-ubiquitin chains (D.K. and S.G. manuscript in preparation). The absolute quantification (AQUA) method 96 may be useful in revalidating many basic tenets within the ubiquitin field, including discoveries made using mutant ubiquitin in genetic and biochemical analyses. For example, the in vivo role of specific poly-ubiquitin linkages, including the highly abundant K48-linkage, on chain formation, processing, and substrate degradation are not fully understood. The modification of substrates by multiple mono-ubiquitins[dk25] has been reported to have distinct effects on the localization of proteins such as p5397 and receptor tyrosine kinases90, while oligo-ubiquitination (short poly-ubiquitin chains, e.g. Ub3) was recently shown to be a regulated intermediate in protein degradation98. In both cases, since AQUA would facilitate measurements of frequency for monoubiquitination and various poly-ubiquitin chain linkages, it may be useful in testing the generality of these observations and the possibility of extending them into a broader biological context.
[dk26]
Emerging concepts and concluding remarks
The 2004 Nobel Prize in chemistry was awarded to Hershko, Ciechanover and Rose in recognition of the central importance of ubiquitin in regulating protein degradation. Since that initial discovery, the ubiquitin system has matured from a biochemical explanation for how proteins are degraded to a ubiquitous regulatory network deserving of its name. Nonetheless, a number of fundamental questions remain as to the biochemical mechanisms and functional consequences of ubiquitination. Simple questions, such as which ligases are responsible for targeting individual substrates for degradation, are already being addressed using shotgun sequencing methods and stable isotope based quantitation. Subsequently, it will be important to validate recent advances in our understanding of ubiquitin receptors/ubiquitin binding factors98, 99 in the format of large scale experiments looking at bulk substrate turnover. In the case of proteasome-independent signaling by ubiquitin, the continued identification of substrate modification sites and poly-ubiquitin chain linkages will be necessary to understand mechanistic specificity. In all cases, the coupling of MS-based approaches with genetic mutants33, small molecule perturbants100, or technologies such as siRNA, has the potential to define both substrate specific and global aspects of protein ubiquitination.
Arguably, the largest remaining void in the ubiquitin research field is our understanding of the structure and function of poly-ubiquitin chains. As was the case with ubiquitin function, the mechanisms of poly-ubiquitin chain formation are more complex than originally envisioned. Circumstantial evidence points toward the possibility that a proportion of poly-ubiquitin chains may be synthesized with mixed linkages, although neither the frequency nor relevance of such structures has been sufficiently addressed. Specifically, it is known that forked poly-ubiquitin chains can form within cells [dk27]through adjacent lysines within ubiquitin (e.g., K29-33)18. Does poly-ubiquitin chain forking occur through non-adjacent lysines within ubiquitin, and if so, how abundant is it within cells? Furthermore, are these heterogeneous chains or forked structures esoteric, or rather, indicative of an additional level of regulatory complexity reminiscent of complex carbohydrate signaling? With regards to K48-linked chains, given their defined role in proteolysis, how can the high relative abundance of these chains within living cells be explained? Currently, it is only possible to speculate at models such as the inherent stability of some K48 chains, the presence of linkage specificity factors regulating assembly or disassembly of non-K48 linkages, and/or preferences of E2 enzymes for K48 synthesis. Only direct, quantitative analysis of poly-ubiquitin chains in vitro and in vivo will address these questions.
MS-based proteomics, and particularly the development of stable isotope based quantitation, has helped transition many questions within the ubiquitin field from the arena of theory and speculation into a landscape where they may be addressed by hypothesis-driven experimentation. Proteomic experiments will allow researchers to directly address numerous biochemical and functional aspects of the ubiquitin system which have been transparent[dk28] to existing molecular techniques. Only through the union of these two fields can the full biological scope of protein ubiquitination be revealed.
Acknowledgments
Work in the lab of S.P.G. is supported by National Institutes of Health grants HG00041 and GM67945.
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Funding
Funders who supported this work.
NHGRI NIH HHS (3)
Grant ID: HG 00041
Grant ID: T32 HG000041
Grant ID: K22 HG000041
NIGMS NIH HHS (2)
Grant ID: GM 67945
Grant ID: R01 GM067945