Proteomics Propels Protein Degradation Studies in San Diego
Bibliographic record
Abstract
Exquisite in vitro biochemical examinations of protein ubiquitylation and degradation have historically been the dominant methods for unraveling the mechanisms of protein destruction. The study of protein abundance alterations and protein modifications, a cornerstone of protein degradation pathways, naturally lends itself to global and systematic proteomic methods to decipher the emerging complexity of protein degradation pathways. Advances in proteomic technologies have fueled an explosion of systematic and quantitative studies aimed at understanding how the proteome is shaped and regulated by ubiquitin-dependent processes. These types of studies, as well as targeted analyses of cellular pathways, have revealed that alterations in protein degradation function can have a severe impact on human health and disease. The fusion of these two themes was the focus of the January 2012 conference on proteomics of protein degradation and ubiquitin pathways (PPDUP) held in San Diego. To gain insights into both the current state-of-the-art proteomic methods to investigate protein turnover, and how protein degradation function is altered within a range of human disorders a variety of speakers revealed the many connections between altered protein degradation function and human disease. Many of the sessions were framed by a consistent focus aimed at the discovery and development of novel therapeutics targeting protein degradation pathway components to treat various human maladies ranging from cancer to heart disease. Exquisite in vitro biochemical examinations of protein ubiquitylation and degradation have historically been the dominant methods for unraveling the mechanisms of protein destruction. The study of protein abundance alterations and protein modifications, a cornerstone of protein degradation pathways, naturally lends itself to global and systematic proteomic methods to decipher the emerging complexity of protein degradation pathways. Advances in proteomic technologies have fueled an explosion of systematic and quantitative studies aimed at understanding how the proteome is shaped and regulated by ubiquitin-dependent processes. These types of studies, as well as targeted analyses of cellular pathways, have revealed that alterations in protein degradation function can have a severe impact on human health and disease. The fusion of these two themes was the focus of the January 2012 conference on proteomics of protein degradation and ubiquitin pathways (PPDUP) held in San Diego. To gain insights into both the current state-of-the-art proteomic methods to investigate protein turnover, and how protein degradation function is altered within a range of human disorders a variety of speakers revealed the many connections between altered protein degradation function and human disease. Many of the sessions were framed by a consistent focus aimed at the discovery and development of novel therapeutics targeting protein degradation pathway components to treat various human maladies ranging from cancer to heart disease. Participants of the second Proteomic in Protein Degradation and Ubiquitin Pathways (PPDUP) 1The abbreviations used are:PTMpost translational modificationCRLcullin-RING ligasediGlydiGlycineDUBdeubiquitylating enzymePPDUPProteomics of Protein Degradation and Ubiquitin PathwaysROSreactive oxygen speciesTMTtandem-mass tagsUBLubiquitin-likeUPSubiquitin proteasome system. 1The abbreviations used are:PTMpost translational modificationCRLcullin-RING ligasediGlydiGlycineDUBdeubiquitylating enzymePPDUPProteomics of Protein Degradation and Ubiquitin PathwaysROSreactive oxygen speciesTMTtandem-mass tagsUBLubiquitin-likeUPSubiquitin proteasome system. conference, most of whom were escaping winter, met near San Diego, California to share their viewpoints and new results in the field. Keynote speakers Alfred Goldberg (Harvard Medical School, MA) and Mike Tyers (University of Montreal, Canada) opened the meeting and provided a comprehensive tour of the various biochemical activates associated with ubiquitin-dependent protein turnover. Goldberg presented an update to their work unraveling the biochemical processes associated with the proteasome to facilitate protein degradation, and Tyers reported on their efforts to characterize and pharmacologically inhibit ubiquitin conjugating enzymes. These early talks, together with Ralph Bradshaw (UCSF, CA) and Al Burlingame (UCSF, CA), provided insightful perspectives on previous work studying protein degradation pathways and their links to human disease. The conference was bookended by two closing keynote addresses from Ben Cravatt (Scripps Research Institute, CA) and Wade Harper (Harvard Medical School) who together demonstrated the power of proteomic methodologies to characterize and identify substrates for proteases and various ubiquitin-related enzymes as well as identify new roles for the complex array of enzymes that mediate ubiquitylation of proteins. These talks highlighted several important themes and topics that resonated throughout many of the talks providing a future prospectus on the use of proteomics toward more systematic investigations of protein modifications and their link to protein turnover and human health and disease. post translational modification cullin-RING ligase diGlycine deubiquitylating enzyme Proteomics of Protein Degradation and Ubiquitin Pathways reactive oxygen species tandem-mass tags ubiquitin-like ubiquitin proteasome system. post translational modification cullin-RING ligase diGlycine deubiquitylating enzyme Proteomics of Protein Degradation and Ubiquitin Pathways reactive oxygen species tandem-mass tags ubiquitin-like ubiquitin proteasome system. One of the largest challenges in the field of ubiquitin-dependent regulation has been the mapping and characterization of endogenous protein ubiquitylation and the identification of the exact lysine residues modified by ubiquitin. This is mainly because of the low abundance and stoichiometry of the fraction of the proteome that is ubiquitylated at any given time. However, studies from various labs over the past year have traversed this barrier through the use of antibody-based peptide enrichment strategies that use an antibody that specifically recognizes the diGlycine (diGly) remnant of ubiquitin that remains linked to modified lysine residues after trypsinolysis (1Peng J. Schwartz D. Elias J.E. Thoreen C.C. Cheng D. Marsischky G. Roelofs J. Finley D. Gygi S.P. A proteomics approach to understanding protein ubiquitination.Nat. Biotechnol. 2003; 21: 921-926Crossref PubMed Scopus (1307) Google Scholar). Steve Gygi (Harvard Medical School, MA), in collaboration with Wade Harper's group (Harvard Medical School, MA) and Cell Signaling Technologies (CST, Danvers, MA) detailed their studies using a monoclonal diGly-specific antibody to enrich for modified peptides followed by quantification and identification by mass spectrometry. They reported the identification of over 17,000 diGly-modified lysine residues spread over ∼5000 proteins and characterized the alterations in abundance of many of these sites in response to proteasome inhibition. Using the same approach, Don Kirkpatrick (Genentech, CA) reported the identification of more than 4500 unique ubiquitin-modified peptides from mouse brain homogenates. Lastly, using an independent diGly-specific monoclonal antibody, Chunaram Choudhary (University of Copenhagen, Denmark) reported the identification of greater than 11,000 diGly-modified sites from tissue culture studies. Altogether, these studies illustrated a powerful new approach in which thousands of ubiquitin-modified lysines can be examined in a single experiment. This represents a great expansion in the scale of experiments that can be accomplished toward more global analyses of protein degradation. One of the caveats in using this strategy to capture potentially ubiquitylated peptides is that, because of the similarity in their C-terminal sequence, proteins that are modified by the ubiquitin-like proteins NEDD8 or ISG15 will leave identical diGly-remnants attached to lysines following trypsin digestion making the unequivocal identification of ubiquitylated proteins difficult. Gygi and colleagues extended their analysis to carefully measure the impact of other ubiquitin-like (UBL) modifications and estimate that over 94% of the identified sites likely are the result of ubiquitylation versus other UBL modifications. Choudhary presented a comparison of these diGly modified lysine residues to those identified to be acetylated revealing that diGly-modified lysine residues are more likely to be acetylated compared with unmodified lysines in the proteome; a finding that was also reported from the Gygi and Harper study. This suggests potential cross-talk between these two lysine post-translational modifications (PTMs) although careful studies interrogating individual lysine residues are needed to understand the functional significance of this overlap. Choudhary also reported preliminary studies comparing two distinct diGly-specific antibodies suggesting that, although they identify largely overlapping sets of modified peptides using the two different antibodies, there appeared to be a slight difference in the amino acid sequence surrounding the modified lysine residue recognized by either antibody. However, it should be noted that neither study was able to identify a specific ubiquitylation motif sequence, even with the large increase in the number of identified ubiquitin-modified peptides, suggesting a large plasticity in site-utilization by individual ubiquitin ligases. Using these new data sets of known sites of ubiquitin modification, Yaakov Levy (Weizmann Institute, Israel) took a bioinformatics approach to study the structural and evolutionary nature of ubiquitylated proteins and lysines. Levy reported that, surprisingly, ubiquitylated lysines were more often found in structured regions of the proteins and 38% of diGly-modified proteins do not contain an unstructured region within their entire coding sequence. However, because the used data sets contain experiments in which proteasome inhibitors were used it is uncertain if the identified proteins represent the fully folded and native portion of the proteome and caution should be taken when analyzing the structural characteristics of modified sequences. Indeed, studies from the Gygi and Harper groups suggest that a large fraction of the ubiquitin-modified proteome arises from newly translated proteins that may have not reached their final folded native state. Further, Levy reported that ubiquitin-modified lysines were more evolutionarily conserved compared with all lysines in the human proteome suggesting a possible selective pressure to maintain protein ubiquitylation over evolution. As an alternative to peptide-based enrichment methods, Manuel Rodriguez (Bizkaia, Spain) reported on the use of tandem repeated ubiquitin binding entities (TUBES) to isolate ubiquitin-modified proteins prior to digestion with trypsin. Rodriguez and colleagues have further developed this strategy to capture and identify sumoylated (another UBL modification) proteins as well, an often difficult task because of the lack of peptide enrichment methods for sumo-modified proteins. These studies set the stage for analysis of in vivo protein ubiquitylation in both mouse models of human disease as well as from human patient tissues to uncover new links between altered protein degradation and the onset of a myriad of human disorders. Another large, and often daunting, challenge to the field is the identification of substrates for ubiquitin ligases and deubiquitylating enzymes (DUBs) known to have roles in critical cellular pathways. As many cellular pathways are regulated by the precise degradation of components within crucial signaling hubs, identification of ubiquitin pathway components that govern this regulation would reveal potential candidates for therapeutic intervention. Use of the diGly-specific antibodies allows for the detection of the endogenously modified proteins which provide an opportunity to directly quantify the exact population of the proteome regulated by ligases and DUBs. Gygi and colleagues presented data using the diGly-capture approach to identify substrates for a family of multicomponent ubiquitin ligases known as cullin-RING ligases (CRL). Using a pharmacological inhibitor of the NEDD8 E1 enzyme, MLN4924, to specifically ablate the ubiquitylation of CRL targets, they reported the identification of more than 200 novel CRL substrates. Cellular apoptosis is another critical signaling pathway known to be regulated by the ubiquitin proteasome system. Don Kirkpatrick, as well as Min Zhuang from the laboratory of Jim Wells (UCSF, CA), reported on two distinct approaches to identify substrates for IAP (inhibitor of apoptosis) family of ubiquitin ligases. The Kirkpatrick group used the diGly-antibody enrichment approach in combination with a SMAC-mimetic to specifically inhibit the ubiquitylation of IAP targets in response to apoptosis stimulation. By using cell lines treated with the SMAC-mimetic followed by general caspase inhibition, the Kirkpatrick group identified a group of mitochondrial proteins that are regulated by IAP ligases XIAP and CIAP in response to apoptotic stimuli. Zhuang took a protein engineering approach toward the identification of IAP targets by fusing the NEDD8 specific E2, UBC12 (UBE2M), to the substrate binding domain of either XIAP or CIAP. Incubation of cell lysates with His-Bio-tagged (containing a poly-histidine and peptide sequence for biotinylation) NEDD8 in the presence and absence of these engineered ligases followed by purification of His-Bio-neddylated proteins allowed for the differential identification of proteins that were modified by the engineered ligase. Among the potential candidates identified by this approach, Zhuang identified the mitochondrial localized protein PGAM5 as a new substrate for XIAP. Interesting, only the proteolytically cleaved product of PGAM5 was a substrate for XIAP suggesting a two-step process in targeting PGAM5 for destruction by IAP family ligases. The faithful segregation of the genetic material during cell division via the separation of sister chromatids during mitosis is regulated by APC (anaphase promoting complex)-mediated ubiquitylation of a host of mitotic substrates. To identify new APC substrates, Hanno Steen (Children's Hospital Boston, MA) used a quantitative mass spectrometry approach in which cell lysates from various time points during mitosis were differentially labeled, postdigestion, using tandem-mass tags (TMT). Then the abundance of thousands of proteins were monitored and quantified relative to time points at the onset of mitosis. This approach identified known APC substrates, like securin, as well as novel substrates like the kinesin KIFC1. The advantage of this approach is that it interrogates protein abundance directly and does not require metabolic labeling of cell lines enabling this approach to be applied to a wide range of protein samples including human patient tissue. Proteomics encompasses a variety of approaches toward the systematic study of protein function. Although mass spectrometry based approaches were the dominant theme of the conference, Daniela Rotin (SickKids Hospital, Canada) presented data using protein arrays toward the identification of substrates for HECT E3 ligases. Rotin and colleagues identified FGFR1 as a substrate for the HECT domain ligase Nedd4–1 and characterized the mechanism of Nedd4–1 mediated regulation of FGFR1 signaling. Deletion of the non-canonical Nedd4 binding motif in FGFR1 (i.e. dissimilar to the PY motif) resulted in of FGFR1 signaling and of targets the critical of Nedd4–1 mediated ubiquitylation in FGFR1 and from from the laboratory of (University of detailed preliminary studies using targeted peptide-based arrays to the sequence of various deubiquitylating enzymes. Although identification of substrates for via was a focus of the conference, Ben Cravatt (Scripps Research Institute, CA) reported on their efforts to sites of from Cravatt presented the to identify both the protein substrates that are and the of by using followed by mass spectrometry. Cravatt and colleagues that the of the during that the separation of functional than the of the proteins is for this also provided for functional between and during The of methods detailed during the conference the in the and that examinations of pathways may require the of different proteomic labeling studies have historically been the of to directly the degradation of proteins. However, these studies have been to experiments using or tissue culture (University of reported on their studies using metabolic labeling to the in vivo degradation of a large fraction of the proteome within both and mouse These studies allowed for the of the degradation of of proteins. from the studies that in to mass during protein degradation are suggesting that global protein degradation pathways may be noted two important from the of their metabolic labeling studies, including in degradation not the of the amino acid suggesting that the does not global degradation may be a pathway to specific proteins. noted that in degradation are to be the dominant of regulation for most pathways of the all or that have been and large in the degradation of critical signaling proteins have been of degradation for the of proteins are needed to understand the impact of protein degradation pathways. from the of (Scripps Research Institute, CA) reported on the discovery of proteins that were identified using labeling followed by mass spectrometry labeling was by a two a was via with a The from the were for post and to an for or of the number of proteins that in the brain after or revealed that proteins peptides in the brain even after of from the and colleagues found that and the of the complex also the of an low degradation These types of labeling studies the nature of based proteomics on the study of protein degradation pathways. The proteasome has been the of over the past and Alfred Goldberg perspectives on both and to proteasome Goldberg reported that the proteasome in does not proteins ubiquitylated with a because several proteins in cell can in vitro the binding of to the Although and ubiquitin to the well, the presence of cell the binding of providing to substrate and the proteasome a in the of the that is for substrate and group demonstrated that the function and that the binding of on two of the is to the of the and are further ubiquitin These processes are also with substrate Although most proteasome substrates are targeted in a ubiquitin-dependent a talks the of other pathways that are regulated via degradation in a (Weizmann Institute, Israel) that a between and the the of the proteasome and the proteasome the of in a (University of reported on the protein that can mediate the degradation of several other proteins. in this the was of the has been in the past and understanding the exact function of proteasome remains a Israel) presented data on proteasome in response to or A in the C-terminal of the of other like and that are on the reported of the proteasome PubMed Scopus Google Scholar). of the C-terminal domain of was to the of the in presence of the and colleagues also in mitochondrial and function within this analysis in that of the proteasome or by mitochondrial and an increase of reactive oxygen species in the This increase in further proteasome by of from the as by work in the laboratory J. of the proteasome complex during PubMed Scopus Google Scholar). characterization of both proteasome and as well as the of inhibition, is a because of the of proteasome inhibitors as The development and of the proteasome inhibitor toward the of was the that the ubiquitin proteasome be targeted to treat human disease. the is of a of that both the ubiquitylation and of substrates, it has been that the represents a pharmacologically The past has a large increase in the toward the development of new inhibitors targeting various components of the pathway J. 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Institute, MA) provided both a on the use of proteasome inhibitors to treat and an update on data on use of newly developed proteasome inhibitors to treat that combination with other targeting components be an strategy to treat a variety of human Mike Tyers (University of Montreal, Canada) that not the of ubiquitin pathway enzymes in to be previous work from group and the targeting of the ubiquitin ligase via of substrate Tyers reported on their development of the inhibitor of an enzyme, which in with and other to was for the the inhibitor to through mechanisms than targeting of the The of the was identified to be a ubiquitin ligase providing another of a provided new data on two other and which also and demonstrated that to arises from a of protein on the other was to suggesting that there may be other for these presented data on the inhibitor that is of two functional the and the second specifically the to the to reported on their proteomic approach to the of newly developed By comparing the that are modified and by the and in the presence and absence of the group was able to the that were targeted by these One of the to a that has been the of inhibitor development This quantitative proteomics approach a when used in combination with that can be to the and of newly developed therapeutics targeting the These talks the and into the development of new inhibitors of enzymes that will not only as to also as therapeutics for the of a variety of human As the ubiquitin is in most cellular pathways, it is not to it associated with and many illustrated this CA) presented studies in which of the ubiquitin ligase the of in the response and with the to the of targets and that are to efforts will focus on inhibitors of for potential (University of Canada) reported on their characterization of a ubiquitin ligase in of group found that were in from a that was in from these and are both regulated in response to within Using mass and colleagues identified the substrate that is targeted for proteasome degradation. in were when was by or of the Altogether, that may an important in the that is by of in these Although cancer has often been at the of in the ubiquitin other pathways were (University of that the ubiquitin ligase components be in the cellular of the during in the severe ligase components may the of which is to maintain mitochondrial and within the mitochondrial Using protein followed by mass (University of the of the E2, which is found in a of the associated to the with several novel including a ubiquitin not other like or (University of presented new to a that arises from or of the Using mass laboratory identified that the complex with a that the of likely via of to it from ubiquitin-dependent degradation. and are often associated to an of the ubiquitin the to cell or in PubMed Scopus Google Scholar). Research Hospital, presented data on the of ubiquitin in different and of protein demonstrated that the impact of on the ubiquitin is to in tissues from tissue from therapeutic efforts linked to the have mainly on for studies linked to suggest that the of the proteasome be in other (University of presented data that of the proteasome within that and results in resulted in a of protein and a increase in in these Wade Harper also detailed a for in which was is the alternative ubiquitin E1 enzyme that specifically the conjugating enzyme J. Gygi S.P. Harper E1 for ubiquitin differentially enzyme PubMed Scopus Google Scholar). These a in and in two brain regions that in of by an response and altered These studies the to further of the function of in the ubiquitin to understanding of disease The identification of ubiquitylated proteins and other be by the development of novel approaches to study the ubiquitin system. approaches were highlighted in the on Alfred demonstrated the of mapping lysines in endogenous proteins by mass spectrometry and the the between ubiquitylation and from the laboratory of CA) presented data on the a with a that analysis of mass spectrometry further the ubiquitin-like protein and reported data on the protein that two of which the with The of ubiquitin and PubMed Scopus Google to a of the complex the range of this Wade in collaboration with Steve also presented a new strategy to protein using labeling that allows for the of with a single on the mass the studies. 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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".