Global approaches to understanding ubiquitination
© BioMed Central Ltd 2005
Published: 29 September 2005
Ubiquitination - the linkage of one or more molecules of the protein ubiquitin to another protein - regulates a wide range of biological processes in all eukaryotes. We review the proteome-wide strategies that are being used to study aspects of ubiquitin biology, including substrates, components of the proteasome and ubiquitin ligases, and deubiquitination.
The transfer of ubiquitin is a multi-step process that involves at least three classes of enzymes: ubiquitin-activating enzymes, generally called E1 enzymes; ubiquitin-conjugating enzymes or E2s; and ubiquitin ligases, E3s (Figure 1). E3 ubiquitin ligases are of particular importance because they confer substrate specificity to the system by interacting directly with substrate proteins and thereby directing the transfer of ubiquitin. The human genome encodes an estimated 500-600 ubiquitin ligases, a number comparable to the 518 predicted kinases [4, 5]. If you consider that each ubiquitin ligase is active on several substrates, you can get some impression of the complexity and importance of the ubiquitin system.
Ubiquitination is a highly dynamic process and is balanced by deconjugation of ubiquitin by deubiquitinating enzymes (DUBs). The more than 70 DUBs that are estimated to be encoded in the human genome are responsible for the reversible nature of ubiquitin modifications and have important roles in recycling ubiquitin from proteasome substrates, in stabilizing proteins by counteracting their poly-ubiquitination, and in opposing the proteolysis-independent regulatory roles of ubiquitin modifications (for reviews see [6, 7]). DUBs together with E1, E2 and E3 enzymes and the proteasome make up the ubiquitin-proteasome system.
The large number of proteins that constitute the ubiquitin-proteasome system and the enormous number of ubiquitination substrates mean that global approaches are required if we are to understand fully the role of ubiquitination in cell biology, development, and disease. Large-scale studies of the entire system are still in their early stages, but they have already made important contributions to the field. Here, we review the approaches taken in some of these studies and their findings.
Proteomic approaches to characterizing the ubiquitin-proteasome system
Multi-protein complexes and protein-protein interactions have important roles in the ubiquitin-proteasome system. Both the 26S proteasome (see Figure 1c) and E3 ubiquitin ligases have been studied extensively using protein-complex purification coupled with mass-spectrometric protein identification [8–11]. Studies of the subunit composition of proteasomes from various organisms have revealed that the 26S proteasome complex consists of the 20S complex (made up of seven α and seven β subunits) and the 19S complex (made up of six ATPase and twelve non-ATPase subunits) . The 20S complex is well characterized as forming the catalytic core; the 19S regulatory complex is believed to be responsible for substrate recognition and unfolding (Figure 1c), but the specific functions of most of the 19S subunit components are still not well understood. There is accumulating evidence for a non-proteolytic role for the proteasome in processes such as transcription, chromatin packaging, and DNA repair [13, 14]. Additional subunits found in the majority of proteasome complexes have been identified following the development of new protein-purification and protein-identification techniques [8, 15]. Recently, hybrid 26S proteasome complexes have been characterized, in which one copy of the 19S is present at one end of the 20S core and the other end is capped by Bml10, a newly characterized HEAT repeat protein in yeast. Blm10 and its mammalian ortholog PA28 function as 20S activators [16, 17]. These complexes seem to have labile structures that cannot be preserved during the purification steps. Although the hybrid complexes reconstituted in vitro have higher peptidase activity than the classic versions, their roles in the degradation of ubiquitinated substrates in vivo are unclear [16, 17]. Given the heterogeneous population and functional diversity of the various proteasome complexes, it remains a challenging task to purify and identify the subpopulations of proteasome complexes and to correlate the differences in their composition with their distinct functions in vivo.
A diverse groups of proteasome-interacting proteins, including ubiquitin ligases, DUBs, heat-shock proteins and many other proteins have been identified by affinity purification and mass spectrometry as well as from genome-wide two-hybrid screens for protein-protein interactions [8, 15, 18–21]. Many of the identified interactions seem to be labile under conditions of active ATP hydrolysis by the 19S regulatory complex because addition of ATP coincides with the release of the interacting proteins . This modulation has been suggested to be a part of the mechanism of protein degradation . New methodologies are needed if we are to identify and characterize proteasome-interacting proteins fully, to understand how the different interacting proteins influence the catalytic cycle, and to clarify how they link the ubiquitin-proteasome system to other biological processes.
Mass-spectrometric approaches have also contributed much to our current understanding of the complex composition of E3 ubiquitin ligases. Two types of ubiquitin ligase that play important roles in cell-cycle regulation have been extensively investigated: SCFs and the anaphase-promoting complex/cyclosome (APC/C). SCF ubiquitin ligases are named after three of their four subunits - Skp1, Cdc53 (also known as Cul1) and one member of the F-box protein family - and they also include the Ring-H2 protein Hrt1 (also known as Roc1 or Rbx1) . The substrate specificity of SCFs depends on the different F-box proteins that are tethered to the Cdc53-Hrt1 ubiquitin-ligase module by Skp1. Using sequential rounds of epitope tagging, affinity purification and mass spectrometry (a procedure called SEAM), Skp1 was found to form a variety of complexes, including some that are most likely to have functions other than ubiquitination [9, 24, 25].
In comparison, proteomic approaches have shown that the APC/C, which regulates mitosis, has a more complex structure than SCFs with at least 13 components . Despite some success in identifying the subunits and also the modifications of APC/C, the molecular functions of the individual subunits are largely unknown. Exceptions are the RING-finger subunit Apc11 and the cullin-like subunit Apc2, which are believed to have a direct role in ubiquitin transfer .
Perhaps because of the large number of ubiquitin ligases present in the genome, ubiquitin-ligase proteomics is still in its infancy. Affinity purification coupled with mass spectrometry has promised great advances in the study of the composition of protein complexes and the identification of their interacting partners. But further advancements in proteomic research are expected to provide more information on the protein complexes involved in the ubiquitin-proteasome system, including their post-translational modifications, the stoichiometry of their subunits and how they are assembled.
Identification of ubiquitination substrates in vitro
The large number of putative E3 ubiquitin ligases makes systematic characterization of their substrates a formidable task, but it is one that will be important if we are to gain a global view of the dynamics of the ubiquitin system. E3-substrate interactions are generally only transient, and substrates are usually either degraded by the proteasome and/or released from the E3 ligase after the transfer of ubiquitin. This makes detection of E3-ligase-substrate interactions difficult. Two-hybrid assays have successfully identified some substrates of ubiquitin ligases , but identification of proteins that can interact with E3 ligases does not necessarily pinpoint substrates. A more effective strategy is to identify E3 substrates by their ubiquitination or degradation by the 26S proteasome.
One of the first effective large-scale attempts used Xenopus oocyte extracts to identify substrates of the APC/C, a ubiquitin ligase that regulates mitosis [29–32]. The approach exploited the unique regulation of APC/C activity: it is inactive during interphase but active during mitosis. When added to mitotic extracts, APC/C substrates are ubiquitinated and rapidly degraded by the proteasome, but the same substrates are unchanged in interphase lysates. In a large-scale approach Xenopus cDNA clones that had been in vitro-translated and labeled were divided into small pools and incubated with interphase and mitotic oocyte extracts. Proteins that disappeared specifically from mitotic extracts were isolated, and this led to the identification of several important APC/C substrates, including cyclin B, the DNA-replication inhibitor geminin, and the anaphase inhibitor securin [29–32].
A different in vitro approach was applied to identifying the potential substrates of the ubiquitin ligase that is formed by a heterodimer of BRCA1 and BARD1 [33, 34]; the BRCA1/BARD1 heterodimer functions as a tumor suppressor that is important for protection from breast and ovarian cancer, and its ubiquitin-ligase activity has been linked to its protective function . Sato and colleagues  immunoprecipitated BRCA1/BARD1 complexes, which were added to a ubiquitination reaction in vitro, that used ubiquitin tagged with the FLAG epitope. The rationale behind the approach was that substrates of ubiquitination by BRCA1 should be bound to the immunoprecipitated BRCA1 and subsequently ubiquitinated with FLAG-ubiquitin in vitro. Proteins conjugated to FLAG-ubiquitin were purified and identified by mass spectrometry . A more directed strategy restricted the hunt for BRCA1-BARD1 substrates to components of the centrosome , because BRCA1 has been implicated in the regulation of centrosome duplication . Starita and colleagues  incubated mammalian centrosome-containing cell fractions with recombinant BRCA1-BARD1 ligase complexes and biotinylated ubiquitin. Ubiquitinated proteins were detected through the biotin tag on ubiquitin and subsequently identified by mass spectrometry . Both of these strategies [33, 34] identified promising candidate BRCA1-BARD1 substrates - nucleoplasmin/B23  and γ-tubulin  - that might be connected to the tumor-suppressor function of BRCA1. A high-throughput strategy has also been used to identify substrates of the yeast ubiquitin ligase Rsp5 in vitro. A luminescent assay involving biotinylated ubiquitin was used to screen several hundred purified yeast proteins for Rsp5-dependent ubiquitination in vitro. Previously known, as well as new, candidate substrates of Rsp5 were identified .
A more general in vitro approach  used total HeLa cell lysates for large-scale identification of ubiquitinated proteins. Cell lysates were incubated with ubiquitin tagged with six histidines (6×His-ubiquitin) and an ATP-regenerating system to sustain ubiquitination in vitro. The 6×His-ubiquitin was covalently attached to proteins by the E1, E2, and E3 enzymes present in the cell lysates, and this allowed purification of ubiquitinated proteins on the basis of the affinity of 6×His-ubiquitin to Ni2+ ions (Ni-chelate chromatography) . Over 100 ubiquitin-linked proteins were identified by mass spectrometry, of which a relatively high proportion was already implicated in the ubiquitin proteasome pathway, such as E2 and E3 enzymes and proteasome subunits. Because relatively mild purification conditions were chosen, both ubiquitinated proteins and proteins associated with them were identified. This is illustrated by the identification of 16 out of 18 subunits of the 19S proteasome; covalent modification of 19S proteasome subunits with ubiquitin has so far not been reported, but an intrinsic affinity of the 19S proteasome for poly-ubiquitin chains is well known  and is most likely to be responsible for the identification of these proteins in the study . Bona fide ubiquitinated proteins can be distinguished from associated, copurifying proteins by fractionation strategies that use highly denaturing conditions and break non-covalent interactions. Such stringent purification conditions have been widely used to demonstrate covalent attachment of ubiquitin to specific proteins , as well as in proteome-wide approaches to identifying ubiquitinated proteins, as discussed below.
Ubiquitination substrates in vivo
At first glance, it seems that a surprisingly large fraction of the proteome is ubiquitinated. But misfolded proteins, which can be generated by translation inaccuracy, folding problems or oxidative damage, are ubiquitinated and degraded as part of the protein quality-control pathway . One can therefore expect that at least a small fraction of any protein will be ubiquitinated, and that sufficiently sensitive analytical methods might find that all proteins can be ubiquitination substrates. It is important to bear in mind that current ubiquitin-profiling experiments can indicate only whether any of a given protein is ubiquitinated but cannot give any estimate of what fraction of the protein is ubiquitinated. This imposes some limitations on how the results of large-scale studies can be interpreted.
To find more specific substrates of the ubiquitin-proteasome system, recent proteomic approaches have focused on specific parts of the system. Ubiquitin profiling has been used successfully to study the endoplasmic reticulum associated degradation pathway (ERAD) . Membrane-enriched fractions from yeast cells expressing 6×His-ubiquitin were used as a starting material for purification of ubiquitinated proteins and their subsequent identification by mass spectrometry. More than 80 candidate ERAD substrates were identified .
Mayor and colleagues  enriched for proteasome substrates on a poly-ubiquitin-binding protein resin and followed this with denaturing Ni-chelate chromatography in order to purify ubiquitinated proteins from yeast cells expressing 6×His-ubiquitin. Remarkably, by profiling a yeast strain with a mutation in the proteasomal ubiquitin receptor Rpn10, they could identify 54 candidate ubiquitination substrates that require Rpn10 for degradation . Among them were the transcription factor Gcn4 and the cell cycle regulator Sic1, two known proteasome substrates whose abundance is low. This study  demonstrates how subtractive ubiquitin profiling can help to define substrates of particular pathways of the ubiquitin-proteasome system. It is not hard to imagine that a similar strategy, in which cells defective in a particular E3 ligase are compared with wild-type cells, could be used for large-scale identification of the specific substrates of individual ubiquitin ligases. Furthermore, the introduction to proteomic analyses of various mass-spectrometric strategies that use stable isotope labeling promises to transform ubiquitin-profiling experiments by enabling detection of quantitative changes in ubiquitin profiles [46–48].
Ubiquitination sites and ubiquitin-chain topology
The pioneering ubiquitin-profiling experiments of Peng and colleagues  demonstrated the feasibility of large-scale identification of ubiquitin-attachment sites in substrate proteins. This is possible because, after trypsin digestion, the two carboxy-terminal residues of ubiquitin remain attached to the lysine residue of the substrate protein (Figure 2c). These two additional glycine residues lead to a characteristic 114 Da increase in the mass of the ubiquitinated substrate peptide, which is diagnostic for the ubiquitinated residue and can be monitored by mass spectrometry . Over 100 precise ubiquitin attachment sites have been identified by analyzing peptide-mass data from global ubiquitin-profiling experiments [42, 44]. Bioinformatic analyses of these data sets showed that ubiquitination sites are almost exclusively exposed on the protein surface, and located preferentially in a sequence environment that is predicted to form a loop structure . No conserved ubiquitination motif could be defined, however.
A related strategy allowed detection of different ubiquitin chain topologies in vivo [42, 50]. Formation of a poly-ubiquitin chain requires isopeptide linkages between the terminal carboxyl group of a free ubiquitin molecule and one of seven lysine residues present in a substrate-attached ubiquitin (Figure 2a,d). The most important chain topology is formed through the lysine in position 48 of ubiquitin . Chains linked through Lys48 are the principal recognition signals for the proteasome and generally induce substrate degradation . Chains linked through Lys63 do not induce substrate degradation but have direct effects on protein activity [53, 54]; the biological role of other ubiquitin chain topologies is unclear. From the analytical perspective, the ubiquitin chain linkage can be regarded as a specific example of a ubiquitination site in a substrate: the substrate in this case is ubiquitin itself. Chain linkage can therefore be determined by the characteristic 114 Da mass shift, as described above (Figure 2c,d) .
Rather surprisingly, analysis of mass data from large-scale ubiquitin-profiling experiments  has revealed that all seven lysine residues in ubiquitin are used to form ubiquitin chains in vivo. The abundance of the different chain-linkage types was ranked and suggested that linkage through Lys48 is the most abundant topology, followed by Lys63 and Lys11 chains and the less frequent linkages through Lys33, Lys27, Lys6, and Lys29 (the latter is detected only in combination with Lys33 linkage) . These results emphasize the complexity of ubiquitin biology. At the same time, interpretation of these experiments  is somewhat limited because they can describe only the linkage between two ubiquitins and cannot determine to which protein the chain was attached or whether the chain was attached to a substrate at all (Figure 2d). Similarly, it is unclear whether ubiquitin chains are homogenous or can contain mixed linkage types. The only rigorously studied example so far of a substrate-attached ubiquitin chain in vivo demonstrated the presence of a homogenous ubiquitin chain . Many more studies are necessary, however, before we can decide whether mixed chains exist in vivo and whether they encode biologically important information.
Chemistry-based and global in vivoapproaches to deubiquitination
The problem of identifying DUBs that react with a specific ubiquitinated protein has been elegantly addressed using a collection of RNA-interference (RNAi) vectors that knock down the expression of more than 50 DUBs in mammalian cells . Because the steady-state level of ubiquitin conjugates reflects the balance between ubiquitination and deubiquitination, knockdown of the activity of a specific DUB increases the fraction of the ubiquitinated form of its substrates. This strategy helped to identify the DUB USP1 as the deubiquitinating activity that acts on the mono-ubiquitinated version of FANCD2 (a protein defective in the Fanconi anemia complementation group D2) . A similar collection of small interfering RNAs (siRNAs) has enabled the identification of the familial cylindromatosis tumor suppressor gene (CYLD) as a DUB involved in regulation of the NFκB transcriptional control pathway .
More than 25 years have passed since the initial discovery of the ubiquitin system. Ubiquitin has since extended its role from a protein-degradation signal to a regulatory protein modification that affects all areas of biology. The importance of the ubiquitin-proteasome system in biology was acknowledged with the 2004 Chemistry Nobel Prize to Aaron Ciechanover, Avram Hershko, and Irwin Rose, who first established its main features. The complexity and significance of the ubiquitin-proteasome system has started to attract global approaches that are beginning to make important contributions to our understanding of the system. Chemistry-based approaches to deubiquitination have demonstrated the effectiveness of these strategies, and analogous activity-based probes for studying the ubiquitin transfer will be of similar importance. Proteomics using mass spectrometry has had a tremendous impact on the field, as it has helped to describe the nature and regulation of multi-protein complexes that themselves regulate the ubiquitin-proteasome system. Large-scale ubiquitin-profiling experiments have highlighted the involvement of the system in a wide range of processes and demonstrated the complexity of ubiquitin-chain topology. Mass-spectrometric approaches promise to be particularly powerful in the future because one of the previous limitations - the inherent non-quantitative nature of these experiments - has been overcome by stable-isotope-based quantification strategies [48–50].
Some of the global approaches described here for the study of the ubiquitin system have also been applied to the study of other ubiquitin-like proteins, such as SUMO, ISG15, and Nedd8 [62, 63]. The strategies that have been proven to be effective for studying ubiquitin biology will be just as important for rapidly advancing our understanding of the role of the growing family of ubiquitin-like modifiers.
We thank K. Flick for critically reading the manuscript. Work in the laboratory of P.K. is supported by grants from NIH (GM-66164) and the California Breast Cancer Research Program (11NB-0177). L.H. acknowledges support from NIH (GM074830) and the DOD (PC-041126).
- Hicke L: Protein regulation by monoubiquitin. Nat Rev Mol Cell Biol. 2001, 2: 195-201. 10.1038/35056583.PubMedView Article
- Hershko A, Ciechanover A: The ubiquitin system. Annu Rev Biochem. 1998, 67: 425-479. 10.1146/annurev.biochem.67.1.425.PubMedView Article
- Pickart CM: Back to the future with ubiquitin. Cell. 2004, 116: 181-190. 10.1016/S0092-8674(03)01074-2.PubMedView Article
- Wilkinson KD, Ventii KH, Friedrich KL, Mullally JE: The ubiquitin signal: assembly, recognition and termination. EMBO Rep. 2005, 6: 815-820. 10.1038/sj.embor.7400506.PubMedPubMed CentralView Article
- Johnson SA, Hunter T: Kinomics: methods for deciphering the kinome. Nat Methods. 2005, 2: 17-25. 10.1038/nmeth731.PubMedView Article
- Wilkinson KD: Regulation of ubiquitin-dependent processes by deubiquitinating enzymes. FASEB J. 1997, 11: 1245-1256.PubMed
- Wilkinson KD: Ubiquitination and deubiquitination: targeting of proteins for degradation by the proteasome. Semin Cell Dev Biol. 2000, 11: 141-148. 10.1006/scdb.2000.0164.PubMedView Article
- Verma R, Chen S, Feldman R, Schieltz D, Yates J, Dohmen J, Deshaies RJ: Proteasomal proteomics: identification of nucleotide-sensitive proteasome-interacting proteins by mass spectrometric analysis of affinity-purified proteasomes. Mol Biol Cell. 2000, 11: 3425-3439.PubMedPubMed CentralView Article
- Seol JH, Shevchenko A, Deshaies RJ: Skp1 forms multiple protein complexes, including RAVE, a regulator of V-ATPase assembly. Nat Cell Biol. 2001, 3: 384-391. 10.1038/35070067.PubMedView Article
- Yoon HJ, Feoktistova A, Wolfe BA, Jennings JL, Link AJ, Gould KL: Proteomics analysis identifies new components of the fission and budding yeast anaphase-promoting complexes. Curr Biol. 2002, 12: 2048-2054. 10.1016/S0960-9822(02)01331-3.PubMedView Article
- Zachariae W, Shevchenko A, Andrews PD, Ciosk R, Galova M, Stark MJ, Mann M, Nasmyth K: Mass spectrometric analysis of the anaphase-promoting complex from yeast: identification of a subunit related to cullins. Science. 1998, 279: 1216-1219. 10.1126/science.279.5354.1216.PubMedView Article
- Pickart CM, Cohen RE: Proteasomes and their kin: proteases in the machine age. Nat Rev Mol Cell Biol. 2004, 5: 177-187. 10.1038/nrm1336.PubMedView Article
- Russell SJ, Reed SH, Huang W, Friedberg EC, Johnston SA: The 19S regulatory complex of the proteasome functions independently of proteolysis in nucleotide excision repair. Mol Cell. 1999, 3: 687-695. 10.1016/S1097-2765(01)80001-0.PubMedView Article
- Muratani M, Tansey WP: How the ubiquitin-proteasome system controls transcription. Nat Rev Mol Cell Biol. 2003, 4: 192-201. 10.1038/nrm1049.PubMedView Article
- Leggett DS, Hanna J, Borodovsky A, Crosas B, Schmidt M, Baker RT, Walz T, Ploegh H, Finley D: Multiple associated proteins regulate proteasome structure and function. Mol Cell. 2002, 10: 495-507. 10.1016/S1097-2765(02)00638-X.PubMedView Article
- Cascio P, Call M, Petre BM, Walz T, Goldberg AL: Properties of the hybrid form of the 26S proteasome containing both 19S and PA28 complexes. EMBO J. 2002, 21: 2636-2645. 10.1093/emboj/21.11.2636.PubMedPubMed CentralView Article
- Schmidt M, Haas W, Crosas B, Santamaria PG, Gygi SP, Walz T, Finley D: The HEAT repeat protein Blm10 regulates the yeast proteasome by capping the core particle. Nat Struct Mol Biol. 2005, 12: 294-303. 10.1038/nsmb914.PubMedView Article
- Ho Y, Gruhler A, Heilbut A, Bader GD, Moore L, Adams SL, Millar A, Taylor P, Bennett K, Boutilier K, et al: Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry. Nature. 2002, 415: 180-183. 10.1038/415180a.PubMedView Article
- Gavin AC, Bosche M, Krause R, Grandi P, Marzioch M, Bauer A, Schultz J, Rick JM, Michon AM, Cruciat CM, et al: Functional organization of the yeast proteome by systematic analysis of protein complexes. Nature. 2002, 415: 141-147. 10.1038/415141a.PubMedView Article
- Davy A, Bello P, Thierry-Mieg N, Vaglio P, Hitti J, Doucette-Stamm L, Thierry-Mieg D, Reboul J, Boulton S, Walhout AJ, et al: A protein-protein interaction map of the Caenorhabditis elegans 26S proteasome. EMBO Rep. 2001, 2: 821-828. 10.1093/embo-reports/kve184.PubMedPubMed CentralView Article
- Cagney G, Uetz P, Fields S: Two-hybrid analysis of the Saccharomyces cerevisiae 26S proteasome. Physiol Genomics. 2001, 7: 27-34.PubMed
- Babbitt SE, Kiss A, Deffenbaugh AE, Chang YH, Bailly E, Erdjument-Bromage H, Tempst P, Buranda T, Sklar LA, Baumler J, et al: ATP hydrolysis-dependent disassembly of the 26S proteasome is part of the catalytic cycle. Cell. 2005, 121: 553-565. 10.1016/j.cell.2005.03.028.PubMedView Article
- Petroski MD, Deshaies RJ: Function and regulation of cullin-RING ubiquitin ligases. Nat Rev Mol Cell Biol. 2005, 6: 9-20. 10.1038/nrm1547.PubMedView Article
- Kaplan KB, Hyman AA, Sorger PK: Regulating the yeast kinetochore by ubiquitin-dependent degradation and Skp1p-mediated phosphorylation. Cell. 1997, 91: 491-500. 10.1016/S0092-8674(00)80435-3.PubMedView Article
- Galan JM, Wiederkehr A, Seol JH, Haguenauer-Tsapis R, Deshaies RJ, Riezman H, Peter M: Skp1p and the F-box protein Rcy1p form a non-SCF complex involved in recycling of the SNARE Snc1p in yeast. Mol Cell Biol. 2001, 21: 3105-3117. 10.1128/MCB.21.9.3105-3117.2001.PubMedPubMed CentralView Article
- Harper JW, Burton JL, Solomon MJ: The anaphase-promoting complex: it's not just for mitosis any more. Genes Dev. 2002, 16: 2179-2206. 10.1101/gad.1013102.PubMedView Article
- Zachariae W, Nasmyth K: Whose end is destruction: cell division and the anaphase-promoting complex. Genes Dev. 1999, 13: 2039-2058.PubMedView Article
- Uetz P, Giot L, Cagney G, Mansfield TA, Judson RS, Knight JR, Lockshon D, Narayan V, Srinivasan M, Pochart P, et al: A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiae. Nature. 2000, 403: 623-627. 10.1038/35001009.PubMedView Article
- Lustig KD, Stukenberg PT, McGarry TJ, King RW, Cryns VL, Mead PE, Zon LI, Yuan J, Kirschner MW: Small pool expression screening: identification of genes involved in cell cycle control, apoptosis, and early development. Methods Enzymol. 1997, 283: 83-99.PubMedView Article
- Zou H, McGarry TJ, Bernal T, Kirschner MW: Identification of a vertebrate sister-chromatid separation inhibitor involved in transformation and tumorigenesis. Science. 1999, 285: 418-422. 10.1126/science.285.5426.418.PubMedView Article
- McGarry TJ, Kirschner MW: Geminin, an inhibitor of DNA replication, is degraded during mitosis. Cell. 1998, 93: 1043-1053. 10.1016/S0092-8674(00)81209-X.PubMedView Article
- King RW, Lustig KD, Stukenberg PT, McGarry TJ, Kirschner MW: Expression cloning in the test tube. Science. 1997, 277: 973-974. 10.1126/science.277.5328.973.PubMedView Article
- Sato K, Hayami R, Wu W, Nishikawa T, Nishikawa H, Okuda Y, Ogata H, Fukuda M, Ohta T: Nucleophosmin/B23 is a candidate substrate for the BRCA1-BARD1 ubiquitin ligase. J Biol Chem. 2004, 279: 30919-30922. 10.1074/jbc.C400169200.PubMedView Article
- Starita LM, Machida Y, Sankaran S, Elias JE, Griffin K, Schlegel BP, Gygi SP, Parvin JD: BRCA1-dependent ubiquitination of gamma-tubulin regulates centrosome number. Mol Cell Biol. 2004, 24: 8457-8466. 10.1128/MCB.24.19.8457-8466.2004.PubMedPubMed CentralView Article
- Narod SA, Foulkes WD: BRCA1 and BRCA2: 1994 and beyond. Nat Rev Cancer. 2004, 4: 665-676. 10.1038/nrc1431.PubMedView Article
- Deng CX: Roles of BRCA1 in centrosome duplication. Oncogene. 2002, 21: 6222-6227. 10.1038/sj.onc.1205713.PubMedView Article
- Kus BM, Gajadhar A, Stanger K, Cho R, Sun W, Rouleau N, Lee T, Chan D, Wolting C, Edwards AM, et al: A high throughput screen to identify substrates for the ubiquitin ligase Rsp5. J Biol Chem. 2005, 280: 29470-29478. 10.1074/jbc.M502197200.PubMedView Article
- Gururaja T, Li W, Noble WS, Payan DG, Anderson DC: Multiple functional categories of proteins identified in an in vitro cellular ubiquitin affinity extract using shotgun peptide sequencing. J Proteome Res. 2003, 2: 394-404. 10.1021/pr034019n.PubMedView Article
- Elsasser S, Finley D: Delivery of ubiquitinated substrates to protein-unfolding machines. Nat Cell Biol. 2005, 7: 742-749. 10.1038/ncb0805-742.PubMedView Article
- Kaiser P, Flick K, Wittenberg C, Reed SI: Regulation of transcription by ubiquitination without proteolysis: Cdc34/SCF(Met30)-mediated inactivation of the transcription factor Met4. Cell. 2000, 102: 303-314. 10.1016/S0092-8674(00)00036-2.PubMedView Article
- Kirkpatrick DS, Denison C, Gygi SP: Weighing in on ubiquitin: the expanding role of mass-spectrometry-based proteomics. Nat Cell Biol. 2005, 7: 750-757. 10.1038/ncb0805-750.PubMedPubMed CentralView Article
- Peng J, Schwartz D, Elias JE, Thoreen CC, Cheng D, Marsischky G, Roelofs J, Finley D, Gygi SP: A proteomics approach to understanding protein ubiquitination. Nat Biotechnol. 2003, 21: 921-926. 10.1038/nbt849.PubMedView Article
- McClellan AJ, Tam S, Kaganovich D, Frydman J: Protein quality control: chaperones culling corrupt conformations. Nat Cell Biol. 2005, 7: 736-741. 10.1038/ncb0805-736.PubMedView Article
- Hitchcock AL, Auld K, Gygi SP, Silver PA: A subset of membrane-associated proteins is ubiquitinated in response to mutations in the endoplasmic reticulum degradation machinery. Proc Natl Acad Sci USA. 2003, 100: 12735-12740. 10.1073/pnas.2135500100.PubMedPubMed CentralView Article
- Mayor T, Lipford JR, Graumann J, Smith GT, Deshaies RJ: Analysis of polyubiquitin conjugates reveals that the Rpn10 substrate receptor contributes to the turnover of multiple proteasome targets. Mol Cell Proteomics. 2005, 4: 741-751. 10.1074/mcp.M400220-MCP200.PubMedView Article
- Ong SE, Foster LJ, Mann M: Mass spectrometric-based approaches in quantitative proteomics. Methods. 2003, 29: 124-130. 10.1016/S1046-2023(02)00303-1.PubMedView Article
- Ong SE, Blagoev B, Kratchmarova I, Kristensen DB, Steen H, Pandey A, Mann M: Stable isotope labeling by amino acids in cell culture, SILAC, as a simple and accurate approach to expression proteomics. Mol Cell Proteomics. 2002, 1: 376-386. 10.1074/mcp.M200025-MCP200.PubMedView Article
- Gygi SP, Rist B, Gerber SA, Turecek F, Gelb MH, Aebersold R: Quantitative analysis of complex protein mixtures using isotope-coded affinity tags. Nat Biotechnol. 1999, 17: 994-999. 10.1038/13690.PubMedView Article
- Catic A, Collins C, Church GM, Ploegh HL: Preferred in vivo ubiquitination sites. Bioinformatics. 2004, 20: 3302-3307.PubMedView Article
- Flick K, Ouni I, Wohlschlegel JA, Capati C, McDonald WH, Yates JR, Kaiser P: Proteolysis-independent regulation of the transcription factor Met4 by a single Lys 48-linked ubiquitin chain. Nat Cell Biol. 2004, 6: 634-641. 10.1038/ncb1143.PubMedView Article
- Finley D, Sadis S, Monia BP, Boucher P, Ecker DJ, Crooke ST, Chau V: Inhibition of proteolysis and cell cycle progression in a multiubiquitination-deficient yeast mutant. Mol Cell Biol. 1994, 14: 5501-5509.PubMedPubMed CentralView Article
- Pickart CM: Targeting of substrates to the 26S proteasome. FASEB J. 1997, 11: 1055-1066.PubMed
- Spence J, Sadis S, Haas AL, Finley D: A ubiquitin mutant with specific defects in DNA repair and multiubiquitination. Mol Cell Biol. 1995, 15: 1265-1273.PubMedPubMed CentralView Article
- Wang C, Deng L, Hong M, Akkaraju GR, Inoue J, Chen ZJ: TAK1 is a ubiquitin-dependent kinase of MKK and IKK. Nature. 2001, 412: 346-351. 10.1038/35085597.PubMedView Article
- Liu Y, Patricelli MP, Cravatt BF: Activity-based protein profiling: the serine hydrolases. Proc Natl Acad Sci USA. 1999, 96: 14694-14699. 10.1073/pnas.96.26.14694.PubMedPubMed CentralView Article
- Greenbaum D, Medzihradszky KF, Burlingame A, Bogyo M: Epoxide electrophiles as activity-dependent cysteine protease profiling and discovery tools. Chem Biol. 2000, 7: 569-581. 10.1016/S1074-5521(00)00014-4.PubMedView Article
- Hemelaar J, Galardy PJ, Borodovsky A, Kessler BM, Ploegh HL, Ovaa H: Chemistry-based functional proteomics: mechanism-based activity-profiling tools for ubiquitin and ubiquitin-like specific proteases. J Proteome Res. 2004, 3: 268-276. 10.1021/pr0341080.PubMedView Article
- Borodovsky A, Ovaa H, Kolli N, Gan-Erdene T, Wilkinson KD, Ploegh HL, Kessler BM: Chemistry-based functional proteomics reveals novel members of the deubiquitinating enzyme family. Chem Biol. 2002, 9: 1149-1159. 10.1016/S1074-5521(02)00248-X.PubMedView Article
- Ovaa H, Kessler BM, Rolen U, Galardy PJ, Ploegh HL, Masucci MG: Activity-based ubiquitin-specific protease (USP) profiling of virus-infected and malignant human cells. Proc Natl Acad Sci USA. 2004, 101: 2253-2258. 10.1073/pnas.0308411100.PubMedPubMed CentralView Article
- Nijman SM, Huang TT, Dirac AM, Brummelkamp TR, Kerkhoven RM, D'Andrea AD, Bernards R: The deubiquitinating enzyme USP1 regulates the Fanconi anemia pathway. Mol Cell. 2005, 17: 331-339. 10.1016/j.molcel.2005.01.008.PubMedView Article
- Brummelkamp TR, Nijman SM, Dirac AM, Bernards R: Loss of the cylindromatosis tumour suppressor inhibits apoptosis by activating NF-kappaB. Nature. 2003, 424: 797-801. 10.1038/nature01811.PubMedView Article
- Denison C, Kirkpatrick DS, Gygi SP: Proteomic insights into ubiquitin and ubiquitin-like proteins. Curr Opin Chem Biol. 2005, 9: 69-75. 10.1016/j.cbpa.2004.10.010.PubMedView Article
- Welchman RL, Gordon C, Mayer RJ: Ubiquitin and ubiquitin-like proteins as multifunctional signals. Nat Rev Mol Cell Biol. 2005, 6: 599-609. 10.1038/nrm1700.PubMedView Article