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J. Biol. Chem., Vol. 280, Issue 6, 4102-4110, February 11, 2005
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From the
Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520-8114 and the 
Banting & Best Department of Medical Research, University of Toronto, Toronto, Ontario M5G 1L6, Canada
Received for publication, November 23, 2004
| ABSTRACT |
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| INTRODUCTION |
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Activation and conjugation reactions involving SUMO have much in common with those of ubiquitin (reviewed in Refs. 2, 5, and 7). Attachment of substrates to Smt3/SUMO depends on a heterodimeric SUMO-activating enzyme (E1),1 called Uba2-Aos1 in yeast, and a SUMO-conjugating enzyme (E2), Ubc9. Both enzymes form transient thiolester bonds with the C terminus of SUMO. Substrate recognition factors (E3s) that stimulate the transfer of SUMO from E2 to substrate have also been identified. SUMO, like ubiquitin, is always synthesized in precursor form, requiring enzymatic removal of a C-terminal peptide. Specialized proteases, called Ubl-specific proteases or Ulps, are responsible for these SUMO processing reactions and for reversing the post-translational attachment of SUMO to proteins.
Unlike ubiquitin ligation, many sumoylation sites in proteins match a short consensus sequence, hKXE, where h represents a hydrophobic residue, X is any residue, and lysine (K) is the site of SUMO attachment (5). This consensus can be rationalized by structural data showing the direct binding of the Ubc9 E2 to the conserved elements of this sequence (8, 9). This E2-substrate interaction is unlikely to be sufficient for specific substrate discrimination in the cell, so E3 factors are expected to be important for achieving the requisite in vivo specificity.
The SUMO system has been implicated in multiple physiological pathways (35). SMT3, as well as the genes encoding the SUMO E1, E2, and Ulp1 protease, are all essential for viability in budding yeast, and cells with a conditional allele of either UBC9 or ULP1 are defective in cell cycle progression. The first identified target of SUMO conjugation was vertebrate RanGAP1, a protein required for nucleocytoplasmic trafficking. Modification by SUMO is required for RanGAP1 localization to the nuclear pore complex. Among the many (>50) mammalian targets for SUMO now known are RanBP2, another nuclear pore complex component; PML, a nuclear protein that is altered in certain leukemias; Sp100, an autoantigen in primary biliary cirrhosis; the p53 tumor suppressor; the Sp3 transcription factor; and the NF-
B inhibitor I
B. Even this partial list of in vivo targets makes it clear that the SUMO system must exert a major influence on mammalian growth and regulation. Misregulation of the system is likely to contribute to tumorigenesis, abnormal inflammatory responses, and autoimmune defects.
In yeast, a much more limited number of SUMO-linked substrates has been characterized. The first was a subset of the septins, which are proteins essential for cytokinesis; however, eliminating septin sumoylation has no detectable phenotypic effect (10, 11). Yeast topoisomerase II is also sumoylated in vivo, and this modification, while not required for the essential function of the enzyme, may contribute to the cohesive properties of the centromere (12). SUMO is also ligated to the DNA replication/repair protein PCNA (Pol30), and sumoylation inhibits the DNA repair activity of PCNA (13, 14). Although all of these substrate proteins are essential for growth, in no case is their sumoylation required for viability. Therefore, the protein or proteins that must be sumoylated for cell division in yeast remain to be identified. Additional proteins involved in chromosome cohesion, Pds5 and Ysc4, have also recently been reported to be transiently sumoylated in yeast, but the sites of sumoylation were not mapped (15, 16).
Determination of the precise functions of specific SUMO-protein modifications in S. cerevisiae should generally be more facile than in other eukaryotes. However, a much more comprehensive list of sumoylated proteins in this organism must first be obtained. Toward this end, we have taken several independent genetic and proteomic approaches. Our data reveal a surprisingly large and functionally diverse set of SUMO system substrates. Interestingly, the different methods of substrate identification have yielded overlapping but distinct groups of proteins, underscoring the value of using multiple approaches to establish the SUMO proteome.
| EXPERIMENTAL PROCEDURES |
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Construction of Yeast StrainsYeast strains used are listed in Table I. The strain background for all experiments other than the two-hybrid screen was MHY501 (19). To make the MHY2811 strain for purification of HFT-SUMO-protein conjugates, MHY1538 was transformed with YRTAG310-HFT-SMT3GG, and transformants were plated on 5-fluoroorotic acid to select for cells that had lost the two original URA3-marked plasmids. Other strains listed were generated by standard molecular genetic methods. The library of yeast strains with genes fused to the TAP tag was obtained from Open Biosystems (Huntsville, AL).
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GG was made by PCR amplification of SMT3 sequence encoding its first 96 residues and ligation into BamHI, SalI-cut pGBD-U-C1. Plasmid pQE30-FLAG-TEV-SMT3GG was made by PCR amplification of the SMT3 ORF using a 5' primer that included a BamHI site and sequences encoding a FLAG epitope (DYKDDDDK) followed by the tobacco etch virus recognition sequence (TEV; ENLYFQ/G) and a 3' primer with sequences for SMT3 codons 9098 followed by a stop codon and a SalI recognition site. The PCR product was cut with BamHI and SalI and ligated to the identically digested pQE30 (Qiagen) His6-tagging vector. A DNA fragment encoding His6-FLAG-TEV-SMT-GG was then amplified by PCR, digested with SalI and SacI, and cloned into the yeast CUP1-driven expression vector YRTAG310 that had been cut with XhoI and SacI, creating YRTAG310-HFT-SMT3GG. SMT3 and FLAG-TEV-tagged SMT3 alleles encoding mature SUMO were also amplified by PCR and were cloned into pRS426GAL for galactose-inducible expression. Insert sequences were confirmed by DNA sequencing.
Two-hybrid Screen with SUMO BaitFull-length SMT3 (mature domain) was fused to the sequence encoding the Gal4 DNA-binding domain. This was used as bait for a two-hybrid screen of yeast plasmid libraries made of partial digested S. cerevisiae genomic sequences ligated to a sequence encoding the Gal4 activation domain (20). Purified DNA from the libraries was transformed into yeast strain PJ694A carrying the bait plasmid pGBD-U-C1-SMT3, and transformants were grown on triple dropout plates (SD-trp-leu-his) for 5 days at 30 °C. The PJ694A strain carries three reporter genes (HIS3, ADE2, and lacZ), each under the control of a different GAL promoter. Transformants that grew on the triple dropout plates (his+ and therefore able to activate GAL-HIS3) were rescreened on SD-trp-leu-ade dropout plates to test ADE2 expression and on X-gal-containing plates to test lacZ expression. Plasmids were isolated from yeast transformants that were his+ ade+ and blue on X-gal. The plasmids were retransformed into the two-hybrid tester strain to confirm the two-hybrid signal, and the plasmid insert junctions were sequenced using the suggested upstream and downstream primers (20). We tested the positive clones for interactions with the SUMO deletion mutant pGBD-SMT3
GG and in a tester strain that also carried ULP1 on a 2-µm plasmid.
Selection for High Copy Suppressors of ulp2
Selection of dosage suppressors of ulp2
temperature-sensitive growth at 37 °C was done by transformation of the ulp2
strain MHY1380 (21) with a YEp24 (2 µm, URA3)-based yeast genomic library. Transformants were plated on uracil dropout plates and incubated at 37 °C and, as a control, 30 °C. Approximately one in 104 to 105 ura+ transformants appeared as colonies on the 37 °C plates after 7 days. The ura+ thermoresistant colonies were restreaked at 37 °C to confirm the phenotype. Plasmid DNA was isolated from individual clones and transformed again into MHY1380 to test for the plasmid dependence of high temperature growth. Nine plasmid-dependent, temperature-resistant clones from
106 MHY1380 transformants were identified. Vector-insert junctions in these plasmids were determined by DNA sequencing and data base searching. For the four strongest suppressors, DNA subcloning and deletion was used to identify the genes responsible for the suppression.
ImmunoblottingProteins were electrotransferred to polyvinylidene difluoride membranes using either a GENIE blotter at 20 V for 2 h at 4 °C or a Bio-Rad semidry blotter at 25 V for 30 min at room temperature. The membrane was blocked with 10% skim milk in TBST solution (10 mM Tris-HCl, pH 8, 150 mM NaCl, 0.05% (v/v) Tween 20) for 1 h at room temperature and washed three times with TBST for 10 min. Primary antibodies diluted 1:3,000 to 1:10,000 in TBST with 1% skim milk were incubated with membrane for 12 h. The membrane was washed with TBST and incubated for 1 h with secondary antibody diluted 1:4,000 in TBST. After washing with TBST, antibody binding was detected using ECL Western blotting reagents (Amersham Biosciences). SUMO conjugates were visualized with a purified rabbit polyclonal antibody raised against yeast SUMO (22).
Purification of SUMO-Protein Conjugates from YeastMHY2811 yeast cells were grown in 4 liters of YPD (no added copper) at 24 °C to an A600 of 0.51.0. Approximately 714 g of cells (wet weight) were pelleted, washed twice with deionized water, and shock-frozen in liquid nitrogen. Frozen cells were ground to a powder to facilitate later resuspension in lysis buffer and were stored at 80 °C. Cells were resuspended in 3 volumes of extraction buffer (8 M guanidinium HCl, 100 mM sodium phosphate, pH 8) at room temperature. Cells were lysed at room temperature with three passes through a French press at 18,000 p.s.i. The lysate was cleared at 30,000 x g for 30 min at room temperature, and the supernatant was carefully removed with a pipette from below the cloudy lipid layer on top.
The cleared lysate was bound to 24 ml of Talon beads for 60 min at room temperature. Protein-bound beads were then loaded into a column and washed three times with 10 volumes of wash buffer (8 M urea, 100 mM sodium phosphate, pH 8). Bound proteins were eluted with 300 mM imidazole in wash buffer, and 2-ml fractions were collected. Eluates were pooled, and the resulting 1020-ml sample was diluted into 24 volumes of FLAG-binding buffer (50 mM Tris-HCl, pH 8, 150 mM NaCl, 10% glycerol, 0.1% Nonidet P-40) with protease inhibitors, in which 0.1 volumes of anti-FLAG beads (Sigma) were already present. After binding in batch for 90 min at 4 °C, the beads were transferred to a column, drained, and washed with 100200 ml of FLAG wash buffer (10 mM Tris-HCl, pH 8, 150 mM NaCl, 0.1% Nonidet P-40) and then 1020 ml of TEV cleavage buffer (10 mM Tris-HCl, pH 8, 150 mM NaCl, 0.1% Nonidet P-40, 0.5 mM EDTA, 1 mM dithiothreitol). The drained beads were resuspended in 12 ml of TEV cleavage buffer containing 100 units of recombinant TEV protease (Invitrogen). TEV cleavage was executed in the sealed column on a shaker at 16 °C for at least 16 h. The column was drained and then washed several times with TEV cleavage buffer to collect all of the eluted protein. Samples of 2 ml were collected. Eluate 1 (E1) is the material from the original draining plus one column volume of wash, and E2 the following 2 column volumes of washings. The anti-FLAG beads were stripped with 0.1 M glycine at pH 3.5. Samples were precipitated with 10% trichloroacetic acid at 20 °C for 2 h and spun down at 16,000 x g at 4 °C. Pellets were washed four times with ice-cold acetone to remove residual Nonidet P-40. Protein samples were checked by anti-SUMO immunoblot analysis and by Gel Code Blue (Pierce) staining.
Mass Spectrometry and Computational MethodsThe final purified protein fractions were reduced with 1 mM dithiothreitol and then carboxyamidomethylated with 5 mM iodoacetamide. The samples were diluted with 50 mM ammonium bicarbonate, pH 8.5, and digested with 1:20 (v/v) Poroszyme-immobilized trypsin (Applied Biosystems, Streetsville, Canada) for 48 h at 30 °C with rotation. The resulting peptide mixtures were solid phase-extracted with SPEC-Plus PT C18 cartridges (Ansys Diagnostics; Lake Forest, CA) according to the manufacturer's instructions. The resulting peptide mixtures were sequenced by shotgun tandem mass spectrometry using the multidimensional protein identification technology (MudPIT) of Yates and colleagues (23), as adapted by Kislinger et al. (24). Briefly, a 150-µm inner diameter fused silica capillary microcolumn (Polymicro Technologies; Phoenix, AZ) was pulled to a fine tip using a P-2000 laser puller (Sutter Instruments; Novato, CA) and packed to a 10-cm bed height with 5 µM Zorbax Eclipse XDB-C18 resin (Agilent Technologies, Mississauga, Canada) followed by 6cmof5 µm Partisphere strong ion exchanger (Whatman). The sample was loaded manually onto the column using a pressure vessel and then connected in-line to a quaternary high pressure liquid chromatography pump and interfaced with an LCQ DECA XP quadrupole ion trap tandem mass spectrometer (Thermo Finnigan; San Jose, CA). The eluate was analyzed by electrospray ionization using a fully automated four-buffer, 15-step chromatographic cycle essentially as described (24). Individual eluting peptides were subject to automated, data-dependent collision-induced fragmentation.
The peptide spectra were searched against a locally maintained data base of yeast protein sequences obtained from the Saccharomyces Genome Database (around August 2001) using a distributed version of the SEQUEST algorithm running on a multiprocessor computer cluster (25) and filtered for high confidence protein matches (p value <0.05) using the STATQUEST statistical evaluation algorithm (24). The data sets were arranged into tabular format using the DTASelect and Contrast software programs (26) and subgrouped into select gene ontology functional annotation categories (27) using the FunSpec program (28).
| RESULTS AND DISCUSSION |
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A "Covalent Interaction Trap" for SUMO-linked ProteinsA protein that can be covalently coupled to other proteins offers an interesting type of bait in an otherwise standard two-hybrid screen for protein-protein interactions (Fig. 1A). We fused SUMO (Smt3) to the C terminus of the Gal4 DNA-binding domain (GBD), creating a fusion that can functionally replace normal SUMO (data not shown). Unlike most baits, a positive signal in the two-hybrid screen can be generated by covalent ligation of the bait, GBD-SUMO, to a library substrate protein fused to the Gal4 transcriptional activation domain (AD) (Fig. 1A, I). Alternatively, GBD-SUMO may get attached to an endogenous yeast protein that then can interact with the activation domain fusion (Fig. 1A, II). Finally and more conventionally, GBD-SUMO could interact noncovalently with an activation domain fusion (Fig. 1A, III). As will be described, it is possible to distinguish ligation-dependent association from noncovalent interactions. Thus, the screen could identify both SUMO-conjugated substrates and proteins that bind noncovalently to SUMO or SUMO-protein conjugates. The latter proteins may be SUMO pathway regulators or enzymes of the SUMO system.
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5 x 105 yeast genomic clones and identified segments of 13 different proteins that gave strong two-hybrid interaction signals with three reporter genes, each under the control of a different GAL promoter (20) (Fig. 1B). To determine whether any of the two-hybrid interactions were likely to depend on SUMO ligation, we tested them against a GBD-SUMO
GG fusion, which lacks the terminal pair of glycines of SUMO and therefore cannot be attached to other proteins (29). Seven of the tested interactions appear to require SUMO ligation because the interaction signal was no longer seen with GBD-SUMO
GG (minus signs in Fig. 1B), as predicted for binding modes I and II in Fig. 1A. We also tested the sensitivity of these interactions to Ulp1 isopeptidase overexpression, since most SUMO-protein conjugates are depleted in cells overproducing this enzyme (22). Of the seven SUMO
GG-sensitive interactors, five were also sensitive to Ulp1 overproduction; some SUMO conjugates might be poor substrates for Ulp1 in vivo, which might account for the two exceptions (Hex3 and Ufd1). In contrast, all but one of the identified prey proteins that also bound SUMO
GG still interacted with SUMO in the presence of high Ulp1. ULP1HC-sensitive, SUMO diglycine-dependent interactors represent strong candidates for SUMO-linked substrates or proteins that bind such substrates. Among the 13 identified SUMO-interacting proteins are proteins involved in RNA metabolism, DNA repair, protein degradation, and gene silencing. Two of the proteins, Siz2/Nfi1 and Wss1, had been linked to the SUMO pathway in previous studies (11, 30). Siz2 is an SP-RING-bearing E3-like factor involved in protein sumoylation, although its substrates are not known. The function of Wss1 is unclear, but it is a weak, high copy suppressor of a temperature-sensitive smt3 mutant. Interestingly, Siz2 and Nis1 have both been found to bind to septins, which are the most abundant sumoylated proteins in yeast. The septins localize to the bud neck during cell division, and another two-hybrid hit, Fir1, also localizes to this region.
Besides Siz2, two other proteins, Ris1 and Hex3, contain a RING motif, a signature sequence for E3 ligases. Therefore, these proteins might be SUMO E3-like enzymes as well. Both Siz2 and Hex3 require a conjugation-competent form of SUMO for detection of a two-hybrid interaction. RING E3s in the ubiquitin pathway frequently ubiquitinate themselves. Autosumoylation might be occurring with Siz2 and Hex3, but the minimal segments of these two proteins that interacted with GBD-SUMO in the two-hybrid screen lacked the catalytic RING motif, which would suggest that sumoylation was occurring in trans.
We chose Siz2 to determine whether it is in fact sumoylated in vivo and to validate the use of the two-hybrid screen to identify substrates for SUMO ligation. Previously, we had developed a gel shift assay to demonstrate in vivo protein ubiquitination (31); an analogous strategy was used here to test sumoylation. When Myc-tagged Siz2, expressed from the normal chromosomal locus, was analyzed by anti-Myc immunoblotting, we detected a major band and a second, more slowly migrating, species, which potentially represented a sumoylated form of Siz2 (Fig. 1C, left lane). To test this, a hemagglutinin epitope-tagged version of SUMO was transformed into the same strain. If the upper Siz2 band were SUMO-modified, its mobility should be further reduced by the N-terminally extended SUMO. Indeed, a slower migrating species was detectable by anti-Myc blotting, and the original band above unmodified Siz2 was reduced in intensity (Fig. 1C, right lane). These data indicate that Siz2 could be monosumoylated by either endogenous SUMO or plasmid-encoded hemagglutinin-SUMO, leading to a mixture of the two higher mass species.
A Potential SUMO-binding MotifFrom the two-hybrid analysis, four proteins (Fir1, Ris1, Sap1, and Nis1) still bound to a nonconjugatable form of SUMO and were unaffected by Ulp1 overexpression. These factors were therefore candidates for proteins that bound noncovalently to SUMO or SUMO conjugates. We used the minimal SUMO-binding domains found in these proteins to search for potential conserved elements using BLOCKS (32). A consensus sequence for a conserved segment was derived (Fig. 2A). The consensus is characterized by a cluster of 3 or 4 aliphatic residues followed by a cluster of 3 or 4 negatively charged amino acids. We used ScanProsite (33) to identify additional occurrences of the consensus sequence in the yeast proteome. Only 11 proteins besides the four input sequences were found (Fig. 2B). One of them was in the N-terminal domain of Cdc48, a broadly conserved AAA ATPase with multiple functions. Interestingly, Cdc48 associates with Ufd1, which we identified in our two-hybrid screen as a protein that bound to SUMO but not SUMO
GG (Fig. 1B). It is tempting to speculate that the interaction between Ufd1 and Cdc48 is modulated by sumoylation of the Ufd1 protein (also see below).
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High Copy Suppressors of ulp2
The preceding results show that two-hybrid screening can identify sumoylation substrates and potential SUMO-interacting factors as well as components of the SUMO ligation system. Isolating suppressors of ulp mutants is another potential way to identify sumoylated substrates; moreover, these suppressors would be linked to specific physiological pathways impacted by the SUMO system. Defects associated with loss of either Ulp1 or Ulp2 may be due to the failure to remove SUMO from specific substrates. If the relevant substrate were overproduced, enough of the unsumoylated protein might accumulate to overcome the SUMO protease defect, perhaps by titrating a binding partner of the substrate. We therefore isolated high copy suppressors of the temperature-sensitive growth of the ulp2
mutant using a YEp24-based yeast genomic library. Plasmids carrying four different genomic fragments were found that allowed growth of ulp2
cells at 37 °C (Fig. 3). Subcloning identified the gene responsible in each case. All except SIZ2 were present as full-length ORFs in the original library isolate; full-length SIZ2 was shown to suppress as well. Overexpression of several of these genes also partially suppressed the hypersensitivity of the ulp2
mutant to the microtubule-depolymerizing drug benomyl.
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dosage suppressors were Siz2 and Top2, the essential topoisomerase II enzyme. Sumoylation of Top2 occurs in yeast as well (see below), where it correlates with changes in the cohesive properties of centromeres (12). Finally, we identified Ubp3, a deubiquitinating enzyme, as a weak high copy suppressor of ulp2
. We could not detect desumoylating activity for Ubp3 (data not shown), so this is an unlikely explanation of its ability to suppress the loss of the Ulp2 enzyme. Ubp3 has been linked to the regulation of chromatin structure, so it is possible that high levels of Ubp3 activity change chromosome structure in a way that partially bypasses the requirement for dynamic sumoylation (e.g. of Top2 or Pds5). In summary, high copy suppression of an Ulp2 SUMO isopeptidase mutant yielded both SUMO substrates and a SUMO ligase. Several of these proteins have been functionally linked to Ulp2 by other experiments, validating this approach as a means to identify SUMO-associated proteins (also see below).
Affinity Purification of SUMO-Protein ConjugatesA sensitive biochemical approach to the identification of SUMO-linked proteins has also been devised. It combines cell lysis under strongly denaturing conditions followed by a two-step affinity purification of SUMO-linked proteins and tandem mass spectrometric (MS/MS) identification of tryptic peptides derived from the purified mixture. To maximize the chances of identifying even low abundance SUMO conjugates, we used a strain in which the Ulp1 isopeptidase gene had been deleted, resulting in higher level accumulation of many conjugates. ULP1 deletion is normally lethal, but if a high copy plasmid expressing a mature form of SUMO is supplied, growth is rescued, although the growth rate is reduced (22). The chromosomal copies of both ULP1 and SMT3 (encoding SUMO) were deleted, with viability maintained with a plasmid encoding either mature wild-type SUMO or HFT-SUMO (Fig. 4A). HFT-SUMO has a His6 tag followed by a FLAG epitope and the recognition sequence for TEV protease. The placement of sequences at the N terminus of SUMO, including the HFT tag, reduced the efficiency of SUMO conjugation (Fig. 4B, compare lane 1 with lanes 4 and 5; also see Fig. 5A), but the tagged SUMO supported full viability of an smt3
strain.
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Mass Spectrometric Identification of SUMO ConjugatesTo identify putative SUMO substrates, we used a highly sensitive and efficient proteomic shotgun profiling procedure based on gel-free high performance capillary scale liquid chromatography fractionation of tryptic protein digests coupled to real time electrospray ion trap tandem mass spectrometry (see "Experimental Procedures"). To maximize the capture of informative spectra from lower abundance target proteins and circumvent preferential biased detection of the tagged SUMO variant itself, the peptide mixture was extensively resolved prior to MS/MS fragmentation analysis in order to avoid ion-ion interference leading to ion suppression and reduced dynamic range. The spectra were then sequence-matched against a data base of putative yeast gene products, and high confidence matches were predicted by statistical analysis of the resulting candidates. A total of 146 proteins were identified by at least two peptides; two more proteins were identified by a single peptide each (Supplemental Material). These proteins represent a very broad range of functional categories and intracellular locales.
To verify that the proteins identified were indeed SUMO-protein conjugates, we first determined whether any of these proteins co-purified as nonspecific contaminants. The purification procedure was repeated with a yeast strain identical to the one used above except that the SUMO construct lacked the HFT epitope tag. MS/MS analysis of proteins purified from this strain did not yield any yeast proteins, implying that all or almost all of the proteins identified in the original analysis (Supplemental Material) were SUMO-modified or were extremely tightly bound to a sumoylated protein.
A number of the sumoylated proteins we found by MS/MS were previously identified in other studies (e.g. three septins, Top2, and PCNA), further indicating that our method of purification and analysis allowed the identification of bona fide SUMO conjugates. We also directly analyzed a small subset of the proteins found by MS/MS for SUMO modification by an independent assay, specifically the gel shift assay illustrated in Fig. 1C. Yeast strains were used that had the chromosomal copy of a gene of interest tagged with a sequence encoding the TAP double epitope, which includes a protein A segment (36). These strains have wild-type ULP1 and SMT3 genes and do not overproduce the target proteins. Each TAP-tagged cell line was transformed with an empty vector, a GAL-SUMO, or a GALFT-SUMO plasmid. Immunoblotting with an antibody that recognizes the protein A tag revealed protein bands migrating more slowly than the primary unmodified polypeptide; these represented candidates for sumoylated species (Fig. 5A). If true, a supershift to an even slower migrating form should be observed in cells overexpressing an N-terminally extended SUMO derivative (FT-SUMO). This can be seen in Fig. 5A for Stb3, a protein that regulates the Sin3 histone deacetylase, and for Isw1, an ATP-dependent chromatin-remodeling factor, and for Tfa2, the small subunit of the TFIIE complex, which is a general initiation factor for RNA polymerase II transcription. (As noted above (Fig. 4A), epitope tagging of SUMO reduced its conjugation to substrates and when overproduced appears to impair conjugation of endogenous SUMO.) These data confirm that multiple factors functioning in chromatin structure and remodeling, which figured prominently among the proteins we identified, are likely to be regulated by sumoylation. For Abf1, an essential DNA-binding protein involved in transcriptional regulation, the sumoylated form was also detected, but this required introduction of a ulp1ts mutation (22).
In Fig. 5B, a Venn diagram shows the overlap of proteins identified by yeast two-hybrid screening with a SUMO bait, high copy suppressor screening of ulp2
and MS/MS analysis of sumoylated proteins. These three approaches had different biases and yielded vastly different numbers of proteins, but several proteins were identified by more than one of the independent screens. Interestingly, although the MS/MS method was the most sensitive of the approaches used, several likely SUMO substrates were identified only by the two-hybrid screen, and at least one sumoylated protein, Siz2 (Fig. 1C), was identified in both the two-hybrid screen and the high copy suppressor analysis but not by MS/MS. These results confirm that MS/MS analysis of complex, affinity-purified mixtures of SUMO-linked proteins is capable of identifying specific substrates of the yeast SUMO system, but they also emphasize the utility of using alternative approaches.
We do not expect that all SUMO substrates have been identified. For example, two S. cerevisiae proteins reported to be modified by SUMO in vivo, Pds5 and Ysc4, were not detected in any of our screens. There are many reasons why certain proteins might have been missed. For the two genetic screens, some genes might either have been absent or were present in a very small number of bacterial clones in the DNA libraries used. Our MS/MS analysis was done in ulp1
cells. In these cells, some stages of the cell cycle are expected to be underrepresented, and certain proteins (e.g. Pds5) might only be sumoylated in one of these intervals (15). Other proteins are probably only modified by SUMO under very specific conditions. Another difficulty with the MS/MS analysis of SUMO and SUMO-conjugate mixtures was the very large amount of SUMO present. Hundreds of peptides derived from SUMO were sequenced in each sample, and this limited our ability to detect rarer substrate peptides. Strategies to circumvent this limitation are being pursued.
Comparison of Studies on SUMO-conjugated Proteins in YeastVery recently, three other mass spectrometry studies have been published in which proteome scale evaluation of yeast SUMO-protein conjugates was attempted (3739). A comparison of the overlap between proteins identified in our study and in these other reports is given in Table II. In all four studies, yeast were grown in rich (YPD) medium. Whereas we observed over two-thirds of the sumoylated proteins found by Zhou et al. (37) under these conditions (69%), much poorer concordance was seen with the other two studies (13 and 21%). Even when Zhou et al. (37) examined cells under specific stress conditions, which are expected to induce a distinct array of SUMO-linked proteins, the overlap with our observed modified proteins was still quite high (43 and 55% when compared with cells exposed to H2O2 and ethanol, respectively).
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In all but the Panse et al. (38) study, strongly denaturing conditions were used during cell lysis and purification. Therefore, it is unlikely that proteins that are not themselves sumoylated but might bind to sumoylated proteins would copurify. This is clearly illustrated with the five septins present in vegetatively growing cells. Only three are directly modified by SUMO (10). However, all five septins interact with one another to form the 10-nm filaments that form at the bud neck. All three studies employing strong denaturants identified only the three septins that are directly sumoylated, whereas Panse et al. (38), using less stringent isolation conditions, reported four septins in their MS/MS identifications.
Based on the above considerations, we believe that the number of proteins misidentified as sumoylated proteins in our study is very low. This does not mean, however, that the physiological function of every SUMO-modified protein we observed is strongly dependent on this modification. It is often the case that only a small fraction of a protein is actually coupled to SUMO in vivo. This might be a functionally significant fraction, but it might sometimes reflect a low level of nonspecific sumoylation that can be tolerated by the cell. Some of the identified proteins are highly abundant, and even if only a very small fraction were modified, the sumoylated forms might be detectable by MS/MS. A high fractional modification of a particular protein, however, does not necessarily mean that the sumoylation is physiologically important. The septins, which are heavily sumoylated in a cell cycle-dependent manner, do not require this modification for their essential function in cytokinesis (10, 11). Detailed genetic and biochemical studies with each sumoylated protein are required to determine the exact mechanistic consequences of a particular SUMO modification event.
Functional ImplicationsA wide variety of SUMO system substrates have been identified in our study. They fall into distinct functional clusters (Supplemental Material). Here we comment on some unexpected aspects. One intriguing feature is that a number of metabolic enzymes were identified. The majority of these are glycolytic enzymes. Specifically, all nine enzymes that sequentially convert fructose 1,6-bisphosphate to ethanol are found in our sumoylated protein mixture, with phosphoglycerate kinase (Pgk1) consistently the most heavily represented. The significance of this is uncertain, but coordinate regulation of the pathway by SUMO is suggested. Coordinate regulation of protein complexes, possibly at a particular stage in their biogenesis, is also suggested by the finding of 21 sumoylated ribosomal subunits, 12 from the large subunit and nine from the small one. Perhaps sumoylation facilitates ribosomal protein import into the nucleus or regulates the function of a specific subset of ribosomes. Ribosomes might also be transiently modified at a particular point in the cell cycle. The Rpl28 (L29) protein is polyubiquitinated primarily during S phase (40), and this subunit is also heavily represented in our SUMO-protein samples.
SUMO and many SUMO system enzymes are concentrated in the nucleus. Consistent with this, a large number of SUMO-modified proteins in our MS/MS analysis are known to be nuclear. Both general transcription factors (contributing to all three classes of RNA polymerases) and gene-specific transcription factors were among the targets identified as were a variety of DNA repair proteins. In addition, we identified many factors that participate in chromatin remodeling, chromosome structural maintenance, gene silencing, and genome stability. That there were multiple proteins in each of these categories suggests that SUMO modification regulates chromosome transactions at many levels and by multiple mechanisms.
Intriguingly, several transmembrane proteins were also found. Most of these reside in the endoplasmic reticulum, but at least two, Ist1 and Pma1, are plasma membrane proteins. This indicates that SUMO modification is not limited to soluble proteins and, like ubiquitin, might potentially be used as a membrane trafficking signal. It is interesting that several proteins (Ris1 and Sap1) that we identified by MS/MS as proteins that are modified by SUMO were found by the two-hybrid study to interact with SUMO noncovalently. In the endosomal membrane-trafficking pathways regulated by ubiquitin, a number of endosomal proteins have a similar property; they are both modified by ubiquitin and bear ubiquitin-binding sites. This can create dynamic networks of interacting proteins that depend on whether a protein-ubiquitin interaction motif is bound by a ubiquitin conjugated to a site on the same protein or on another protein.
Such a mechanism might also be relevant for the AAA ATPase Cdc48 (called p97/VCP in mammals). This essential ATPase assembles into a homohexamer, and its activity is regulated by various adaptor proteins, such as the Ufd1 and Ubx proteins (41, 42). We identified Cdc48, Ufd1, and Ubx4 as sumoylated proteins in our MS/MS samples. As noted earlier, Cdc48 might also have a SUMO-binding motif (Fig. 2). We suggest that interactions between Cdc48 and its adaptor proteins might be regulated by SUMO modification in ways analogous to ubiquitin modulation of endosomal protein factors. Besides Cdc48, at least three other AAA/AAA+ ATPase-related proteins were identified as SUMO targets: Rfc1, Sap1, and Elg1. Sumoylation could therefore have a more general role in regulating multimeric ATPase complexes. This is also strongly suggested by our finding that components of several ATP-dependent chromatin remodeling complexes (Snf2, Isw1, and Rsc58) are all modified by SUMO in vivo. Determining the exact mechanistic contributions of sumoylation to these various ATP-dependent protein complexes will be an important area for further study.
| FOOTNOTES |
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The on-line version of this article (available at http://www.jbc.org) contains an additional table. ![]()
Supported in part by a Studienstiftung des Deutschen Volkes Fellowship. ![]()
¶ Present address: JTH, MPI-CBG, Dresden 01307, Germany. ![]()
|| Supported in part by National Institutes of Health Grant GM007223. ![]()
** Supported in part by a National Science Foundation predoctoral fellowship. ![]()

Present address: Celera, S. San Francisco, CA 94080. ![]()
¶¶ To whom correspondence should be addressed: Dept. of Molecular Biophysics and Biochemistry, Yale University, 266 Whitney Ave., New Haven, CT 06520-8114. Tel.: 203-432-5101; Fax: 203-432-5175; E-mail: mark.hochstrasser{at}yale.edu.
1 The abbreviations used are: E1, SUMO-activating enzyme; E2, SUMO-conjugating enzyme; E3, SUMO-protein ligase; ORF, open reading frame; MS, mass spectrometry; GBD, Gal4 DNA-binding domain; X-gal, 5-bromo-4-chloro-3-indolyl-
-D-galactopyranoside. ![]()
| ACKNOWLEDGMENTS |
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