Article

StUbEx: Stable Tagged Ubiquitin Exchange System for the Global Investigation of Cellular Ubiquitination

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Abstract

Post-translational modification of proteins with the small polypeptide ubiquitin plays a pivotal role in many cellular processes altering protein lifespan, location, function, and regulating protein-protein interactions. Ubiquitination exerts its diverse functions through complex mechanisms by formation of different polymeric chains and subsequent recognition of the ubiquitin signal by specific protein interaction domains. Despite some recent advances in the analytical tools for analysis of ubiquitination by mass spectrometry, there is still a need for additional strategies suitable for investigation of cellular ubiquitination at the proteome level. Here, we present a Stable Tagged Ubiquitin Exchange (StUbEx) cellular system, in which the endogenous ubiquitin is replaced with an epitope-tagged version, thereby allowing specific and efficient affinity purification of ubiquitinated proteins for global analyses of protein ubiquitination. Importantly, the overall level of ubiquitin in the cell remains virtually unchanged, thus avoiding ubiquitination artifacts associated with over-expression. The efficiency and reproducibility of the method were assessed through unbiased analysis of epidermal growth factor (EGF) signaling by quantitative mass spectrometry, covering over 3400 potential ubiquitinated proteins. The StUbEx system is applicable to virtually any cell line and can readily be adapted to any of the ubiquitin-like post-translational modifications.

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... Many essential controls for such assays have been described due to complications such as ubiquitin denaturation, epitope availability, protein complex formation versus isolated proteins, hybrid ubiquitin chains and posttranslational modification stripping of POI for comparison, among others [81]. Alternatively, other methods aim to replace exogenous ubiquitin expression with a tagged version of the protein to maintain physiologically relevant levels of ubiquitin, either by genetic tagging of ubiquitin genes or knockdown/knockout of endogenous ubiquitin done simultaneously with expression of tagged ubiquitin [96]. Ubiquitin exchange methods are complicated by the presence of four different ubiquitin genes and a total of 14 multiple genes in the human genome, making efficient tagging of all genes challenging in practice [96]. ...
... Alternatively, other methods aim to replace exogenous ubiquitin expression with a tagged version of the protein to maintain physiologically relevant levels of ubiquitin, either by genetic tagging of ubiquitin genes or knockdown/knockout of endogenous ubiquitin done simultaneously with expression of tagged ubiquitin [96]. Ubiquitin exchange methods are complicated by the presence of four different ubiquitin genes and a total of 14 multiple genes in the human genome, making efficient tagging of all genes challenging in practice [96]. Therefore many methods involve knockdown of some or all of the ubiquitin RNA and compensate for protein loss via expression of a tagged ubiquitin [96]. ...
... Ubiquitin exchange methods are complicated by the presence of four different ubiquitin genes and a total of 14 multiple genes in the human genome, making efficient tagging of all genes challenging in practice [96]. Therefore many methods involve knockdown of some or all of the ubiquitin RNA and compensate for protein loss via expression of a tagged ubiquitin [96]. ...
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... We thus resolved to identify the specific proteins whose EGF-dependent ubiquitination is affected upon CYLD downregulation. Combining the StUbEx system [3] with SILAC labeling and the stable silencing of CYLD deubiquitinase, we performed a large scale, mass spectrometrybased analysis of ubiquitinated proteins upon EGF stimulation (Fig. 1) and we present herein the resulting output data. ...
... Firstly, HeLa-StUbEx cells were transfected with a shRNA construct for the stable downregulation of CYLD expression. Next, both shControl and shCYLD cells were subjected to the doxocyclin-dependent silencing of endogenous ubiquitin moieties, that were replaced with a tagged version of ubiquitin containing tandem FLAG and 6xHistidine tags [3]. In this manner, ubiquitinated proteins could be enriched from the cellular extracts using affinity purification tools against the two tags. ...
... DNA constructs for RNAi silencing and generation of stable cell lines were performed as described before [3]. A lentiviral vector pSicoR (Addgene plasmid 11579) [6], which allows the selection of shRNA-expressing cells through resistance to puromicin, was used. ...
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... Recently, we developed Stable Tagged Ubiquitin Exchange (StUbEx) strategy that circumvents the issues of ubiquitin overexpression. 21 With StUbEx, the endogenous ubiquitin is knocked down by shRNA and simultaneously replaced by an N-terminally tagged version of ubiquitin resistant to the shRNA, thereby maintaining the overall cellular pool of ubiquitin unchanged. 21 Here, we present a modified StUbEx strategy, StUbEx PLUS, which allows Peptide Level purification and identification of Ubiquitination Sites. ...
... 21 With StUbEx, the endogenous ubiquitin is knocked down by shRNA and simultaneously replaced by an N-terminally tagged version of ubiquitin resistant to the shRNA, thereby maintaining the overall cellular pool of ubiquitin unchanged. 21 Here, we present a modified StUbEx strategy, StUbEx PLUS, which allows Peptide Level purification and identification of Ubiquitination Sites. To achieve that, we exchanged the Nterminal tag of ubiquitin with an internal 6xHistidine (His)-tag, inserted between serine 65 (Ser65) and threonine 66 (Thr66) in the sequence of the shRNA-resistant recombinant ubiquitin. ...
... RNAi constructs and shRNA resistant ubiquitin were designed and used as described in Akimov et al. 21 (see also Figure S1A). The shRNA resistant ubiquitin was modified as follows: a gene sequence encoding the N-terminal dual tag consisting of Flag and 6xHis epitope was removed by methods of conventional cloning and mutagenesis and a sequence encoding the 6xHis tag (CACCACCACCATCATCAT) was incorporated into sequence of the shRNA resistant ubiquitin between the codons encoding Serine 65 and Threonine 66 by method of site-directed mutagenesis. ...
Article
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... Here, we conducted a global analysis of the cellular ubiquitinome by employing a recently described approach termed StUbEx (Stable Tagged Ubiquitin Exchange) followed by MS-based quantitative proteomics (33). This, in combination with protein and peptide pull-down assays, uncovered an unexpected role for CYLD as a key factor for proper ubiquitination of the EGFR and downstream signaling components. ...
... DNA constructs for RNAi silencing of CYLD and generation of stable cell lines were performed using a lentiviral system as described before (33). We used the following targeting sequences for RNAi: 5'-GCAATATGACGAGTTAGTA-3' for shControl and 5'-GGGTAGAACCTTTGCTAAA-3' for Cruz Biotechnology) was used. ...
... For the enrichment of ubiquitinated proteins, shControl and shCYLD HeLa cells containing the StUbEx construct (33) were grown in the presence of doxycycline 60 hours prior the experiment. Cells were subjected to serum starvation and stimulated with 150 ng/ml of EGF as indicated. ...
Article
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Cylindromatosis tumor suppressor protein (CYLD) is deubiquitinase, best known as an essential negative regulator of the NFkB pathway. Previous studies have suggested an involvement of CYLD in epidermal growth factor (EGF)-dependent signal transduction as well, as it was found enriched within the tyrosine-phosphorylated complexes in cells stimulated with the growth factor. EGF receptor (EGFR) signaling participates in central cellular processes and its tight regulation, partly through ubiquitination cascades, is decisive for a balanced cellular homeostasis. Here, using a combination of mass spectrometry-based quantitative proteomic approaches with biochemical and immunofluorescence strategies, we demonstrate the involvement of CYLD in the regulation of the ubiquitination events triggered by EGF. Our data show that CYLD regulates the magnitude of ubiquitination of several major effectors of the EGFR pathway by assisting the recruitment of the ubiquitin ligase Cbl-b to the activated EGFR complex. Notably, CYLD facilitates the interaction of EGFR with Cbl-b through its Tyr15 phosphorylation in response to EGF, which leads to fine-tuning of the receptor's ubiquitination and subsequent degradation. This represents a previously uncharacterized strategy exerted by this deubiquitinase and tumors suppressor for the negative regulation of a tumorigenic signaling pathway.
... TNIP1 is a key repressor of inflammatory signaling (Shamilov and Aneskievich, 2018), and posttranslational mechanisms regulating its protein abundance are largely unknown. In a reverse affinity purification (AP), we used U2OS-StUbEx cells inducibly expressing 6His-FLAG-tagged ubiquitin (Akimov et al., 2014), treated cells with rapamycin, or starved for amino acids with and without ConA and used Ni-NTA beads to enrich ubiquitinated proteins. Anti-TNIP1 immunoblotting validated the MS findings and characterized TNIP1 as increasingly ubiquitinated in cells in which lysosomal degradation was inhibited (Fig 1D, suppl. ...
... The newly identified site on TNIP1, K389 is highlighted in bold red.D TNIP1 gets ubiquitinated and degraded in the lysosome. U2-OS-StUbEx cells induciblyexpressing His-FLAG-tagged ubiquitin at endogenous levels were used to enrich ubiquitinated proteins(Akimov et al., 2014). Under control conditions as well as under 4 h 100 nM rapamycin treatment TNIP1 got ubiquitinated as shown by anti-TNIP1immunoblots. ...
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... Comparable to analysis of other PTMs, MS has become the most powerful approach for the identification and characterization of ubiquitination events, yet analyses are hampered by the generally low stoichiometry of the modification. This has led to the development of several strategies for enrichment of ubiquitinated proteins, including the use of ubiquitin-binding domains (UBDs) 9,10 , ectopic expression [11][12][13] or replacement of endogenous ubiquitin with epitope-tagged ubiquitin 14 . Although these approaches are suitable for the identification of modified proteins, they provide limited information on the exact sites of ubiquitination. ...
... The DNA fragments were cloned into the lentiviral vector pSicoR (Addgene plasmid 11579) 69 using NheI and EcoRI restriction sites under the control of the EF1a promoter, as described 70 . The StUbEx approach was used for silencing of endogenous ubiquitin and its simultaneous replacement with FLAG-tagged ubiquitin, essentially as described before 14 although with one important exception. The replacement ubiquitin had only a FLAG tag and not the 6 × His tag present in the original StUbEx ubiquitin. ...
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Ubiquitination is a post-translational modification (PTM) that is essential for balancing numerous physiological processes. To enable delineation of protein ubiquitination at a site-specific level, we generated an antibody, denoted UbiSite, recognizing the C-terminal 13 amino acids of ubiquitin, which remain attached to modified peptides after proteolytic digestion with the endoproteinase LysC. Notably, UbiSite is specific to ubiquitin. Furthermore, besides ubiquitination on lysine residues, protein N-terminal ubiquitination is readily detected as well. By combining UbiSite enrichment with sequential LysC and trypsin digestion and high-accuracy MS, we identified over 63,000 unique ubiquitination sites on 9,200 proteins in two human cell lines. In addition to uncovering widespread involvement of this PTM in all cellular aspects, the analyses reveal an inverse association between protein N-terminal ubiquitination and acetylation, as well as a complete lack of correlation between changes in protein abundance and alterations in ubiquitination sites upon proteasome inhibition.
... Endogenously tagged ubiquitin systems such as the Strep-tag IIubiquitin or the StUbEx system have been developed to overcome expression challenges of exogenous approaches (Akimov et al., 2014;Kliza et al., 2017;Akimov et al., 2018a). However, tags may affect ubiquitin conjugation and deconjugation rates, thereby introducing artefacts. ...
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Ubiquitination is a dynamic post-translational modification that regulates virtually all cellular processes by modulating function, localization, interactions and turnover of thousands of substrates. Canonical ubiquitination involves the enzymatic cascade of E1, E2 and E3 enzymes that conjugate ubiquitin to lysine residues giving rise to monomeric ubiquitination and polymeric ubiquitination. Emerging research has established expansion of the ubiquitin code by non-canonical ubiquitination of N-termini and cysteine, serine and threonine residues. Generic methods for identifying ubiquitin substrates using mass spectrometry based proteomics often overlook non-canonical ubiquitinated substrates, suggesting that numerous undiscovered substrates of this modification exist. Moreover, there is a knowledge gap between in vitro studies and comprehensive understanding of the functional consequence of non-canonical ubiquitination in vivo . Here, we discuss the current knowledge about non-lysine ubiquitination, strategies to map the ubiquitinome and their applicability for studying non-canonical ubiquitination substrates and sites. Furthermore, we elucidate the available chemical biology toolbox and elaborate on missing links required to further unravel this less explored subsection of the ubiquitin system.
... Although these methods have provided valuable insights into the ubiquitin landscape, they are limited in providing quantitative information of the ubiquitylated target. While methods for identification of ubiquitylation on the protein level can provide such quantitative information about ubiquitylated proteoforms (Akimov et al., 2014;Danielsen et al., 2011;Hjerpe et al., 2009;Lopitz-Otsoa et al., 2012;Peng et al., 2003), these methods are often challenged by a lack of specificity in enriching ubiquitinconjugated versus -interacting proteins. Furthermore, current methods have limitations when it comes to capturing steady-state systems and targeting specific events in response to a particular stimulus. ...
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... U2OS cells were obtained from ECACC. StUbEx U2OS cells were a gift from Blagoy Blagoev (Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark; Akimov et al., 2014). HeLa CCL2.2, HeLa CCL2.2 ATG7 KO cells, and HeLa CCL2.2 pentaKO cells were a gift from Richard J. Youle (National Institutes of Health, Bethesda, MD; Sarraf et al., 2020). ...
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... Finally, Peng et al. identified 110 ubiquitination sites on 72 proteins [34]. Similarly, Akimov et al. reported a stable tagged Ub exchange (StUbEx) cellular system in which endogenous Ub was replaced with a His-tagged Ub [35]. Eventually, 277 unique ubiquitination sites on 189 proteins were identified in HeLa cells. ...
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... An alternative approach has recently been developed using an N-terminally tagged ubiquitin in combination with transcriptional repression of two of the four ubiquitin genes (StUbEx). This allowed an 80% replacement of the cellular ubiquitin with the tagged version, but had some impact on the transcription on the UBA52 ubiquitin gene, which is also responsible for the production of the ribosomal protein L40 [66]. ...
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... The LC setup was essentially the same as described previously. 52 The peptide mixtures were analyzed using an Agilent 1100 nanoflow system (Agilent Technologies, Santa Clara, CA, USA) connected online to an LTQ-Orbitrap Velos mass spectrometer (Thermo Fisher Scientific) equipped with a nanoelectrospray ion source (Proxeon Biosystems, Thermo Fisher Scientific). For chromatographic separation, peptides were injected into a fused silica column packed in-house with 3 μm C 18 beads (Reprosil) (Dr. ...
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... Proteins were then subjected to biotin switch assay and digested with endopeptidase LysC (Wako) followed by trypsin (sequencing grade, Promega; ref. 21). Resulted peptides were analyzed by nanoLC-MS/MS as in ref. 22 and measure-ments were performed on an EASY-nLC system (Proxeon Biosystems) connected to the Q-Exactive mass spectrometer (Thermo Scientific) equipped with a nanoelectrospray ion source (Proxeon Biosystems). The Q-Exactive was operated in data-dependent mode with the MS survey scan ranging from 300 to 1,750 m/z and a resolution of 70,000. ...
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... It is even possible to transfer an N-terminal GST-ubiquitin fusion, a 26 kDa epitope tag, to a substrate (MHC class I heavy chain) by the ubiquitin conjugation system [77]. Alternative epitope tags include myc-, Flag, HA-, His-FLAG, and biotin-6His double-tag, expressed either ectopically [78][79][80][81] or stably integrated [82]. In a different approach, a lysine-free ubiquitin mutant was created for the analysis. ...
Article
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... However, reducing the level of expression of tagged ubiquitin may result in the endogenous wildtype ubiquitin being used preferentially for ubiquitin chain assembly. It is therefore recommended when adopting this procedure, that three of the endogenous genes are silenced at the same time that the 4th is replaced by a modified gene encoding the tagged ubiquitin [53,54]. This was first achieved using RNAi, but might be done more efficiently in the future by CRISPR/CAS9 gene editing technology. ...
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Ubiquitin (Ub) is a small and highly conserved protein that can covalently modify protein substrates. Ubiquitination is one of the major post-translational modifications that regulate a broad spectrum of cellular functions. The advancement of mass spectrometers as well as the development of new affinity purification tools has greatly expedited proteome-wide analysis of several post-translational modifications (e.g. phosphorylation, glycosylation, and acetylation). In contrast, large-scale profiling of lysine ubiquitination remains a challenge. Most recently, new Ub affinity reagents such as Ub remnant antibody and tandem Ub binding domains have been developed, allowing for relatively large-scale detection of several hundreds of lysine ubiquitination events in human cells. Here we review different strategies for the identification of ubiquitination site and discuss several issues associated with data analysis. We suggest that careful interpretation and orthogonal confirmation of MS spectra is necessary to minimize false positive assignments by automatic searching algorithms.
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The activity, localization and fate of many cellular proteins are regulated through ubiquitination, a process whereby one or more ubiquitin (Ub) monomers or chains are covalently attached to target proteins. While Ub-conjugated and Ub-associated proteomes have been described, we lack a high-resolution picture of the dynamics of ubiquitination in response to signaling. In this study, we describe the epidermal growth factor (EGF)-regulated Ubiproteome, as obtained by two complementary purification strategies coupled to quantitative proteomics. Our results unveil the complex impact of growth factor signaling on Ub-based intracellular networks to levels that extend well beyond what might have been expected. In addition to endocytic proteins, the EGF-regulated Ubiproteome includes a large number of signaling proteins, ubiquitinating and deubiquitinating enzymes, transporters and proteins involved in translation and transcription. The Ub-based signaling network appears to intersect both housekeeping and regulatory circuitries of cellular physiology. Finally, as proof of principle of the biological relevance of the EGF-Ubiproteome, we demonstrated that EphA2 is a novel, downstream ubiquitinated target of epidermal growth factor receptor (EGFR), critically involved in EGFR biological responses.
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The covalent attachment of ubiquitin to proteins regulates numerous processes in eukaryotic cells. Here we report the identification of 753 unique lysine ubiquitylation sites on 471 proteins using higher-energy collisional dissociation on the LTQ Orbitrap Velos. In total 5756 putative ubiquitin substrates were identified. Lysine residues targeted by the ubiquitin-ligase system show no unique sequence feature. Surface accessible lysine residues located in ordered secondary regions, surrounded by smaller and positively charged amino acids are preferred sites of ubiquitylation. Lysine ubiquitylation shows promiscuity at the site level, as evidenced by low evolutionary conservation of ubiquitylation sites across eukaryotic species. Among lysine modifications a significant overlap (20%) between ubiquitylation and acetylation at site level highlights extensive competitive crosstalk among these modifications. This site-specific crosstalk is not prevalent among cell cycle ubiquitylations. Between SUMOylation and ubiquitylation the preferred interaction is through mixed-chain conjugation. Overall these data provide novel insights into the site-specific selection and regulatory function of lysine ubiquitylation.
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Reversible ubiquitination of activated receptor complexes signals their sorting between recycling and degradation and thereby dictates receptor fate. The deubiquitinating enzyme ubiquitin-specific protease 8 (USP8/UBPy) has been previously implicated in the regulation of the epidermal growth factor receptor (EGFR); however, the molecular mechanisms governing its recruitment and activity in this context remain unclear. Herein, we investigate the role of USP8 in countering ligand-induced ubiquitination and down-regulation of EGFR and characterize a subset of protein-protein interaction determinants critical for this function. USP8 depletion accelerates receptor turnover, whereas loss of hepatocyte growth factor-regulated substrate (Hrs) rescues this phenotype, indicating that USP8 protects EGFR from degradation via an Hrs-dependent pathway. Catalytic inactivation of USP8 incurs EGFR hyperubiquitination and promotes receptor localization to endosomes marked by high ubiquitin content. These phenotypes require the central region of USP8, containing three extended Arg-X-X-Lys (RXXK) motifs that specify direct low affinity interactions with the SH3 domain(s) of ESCRT-0 proteins, STAM1/2. The USP8·STAM complex critically impinges on receptor ubiquitination status and modulates ubiquitin dynamics on EGFR-positive endosomes. Consequently, USP8-mediated deubiquitination slows progression of EGFR past the early-to-recycling endosome circuit in a manner dependent upon the RXXK motifs. Collectively, these findings demonstrate a role for the USP8·STAM complex as a protective mechanism regulating early endosomal sorting of EGFR between pathways destined for lysosomal degradation and recycling.
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Post-translational modifications of proteins and the domains that recognize these modifications have central roles in creating a highly dynamic relay system that reads and responds to alterations in the cellular microenvironment. Here we review the common principles of post-translational modifications and their importance in signal integration underlying epidermal growth factor receptor signaling and endocytosis, DNA-damage responses and immunity.
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Lysine-63 (K63)-linked polyubiquitination has emerged as a mechanism regulating diverse cellular functions, including activation of the protein kinase IKK in the NF-kappaB pathways. However, genetic evidence for a key role of K63 polyubiquitination in IKK activation is lacking. Here, we devise a tetracycline-inducible RNAi strategy to replace endogenous ubiquitin with a K63R mutant in a human cell line. We demonstrate that K63 of ubiquitin and the catalytic activity of Ubc13, an E2 that catalyzes K63 polyubiquitination, are required for IKK activation by IL-1beta, but surprisingly, not by TNFalpha. We further show that IKK activation by TNFalpha requires Ubc5, which functions with the E3 cIAP1 to catalyze polyubiquitination of RIP1 not restricted to K63 of ubiquitin. These results indicate that distinct ubiquitin-dependent mechanisms are employed for IKK activation by different pathways. The ubiquitin replacement methodology described here provides a means to investigate the function of polyubiquitin topology in various cellular processes.
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Ubiquitin-binding domains (UBDs) are modular elements that bind non-covalently to the protein modifier ubiquitin. Recent atomic-level resolution structures of ubiquitin-UBD complexes have revealed some of the mechanisms that underlie the versatile functions of ubiquitin in vivo. The preferences of UBDs for ubiquitin chains of specific length and linkage are central to these functions. These preferences originate from multimeric interactions, whereby UBDs synergistically bind multiple ubiquitin molecules, and from contacts with regions that link ubiquitin molecules into a polymer. The sequence context of UBDs and the conformational changes that follow their binding to ubiquitin also contribute to ubiquitin signalling. These new structure-based insights provide strategies for controlling cellular processes by targeting ubiquitin-UBD interfaces.
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Since the inception of the GO annotation project, a variety of tools have been developed that support exploring and searching the GO database. In particular, a variety of tools that perform GO enrichment analysis are currently available. Most of these tools require as input a target set of genes and a background set and seek enrichment in the target set compared to the background set. A few tools also exist that support analyzing ranked lists. The latter typically rely on simulations or on union-bound correction for assigning statistical significance to the results. GOrilla is a web-based application that identifies enriched GO terms in ranked lists of genes, without requiring the user to provide explicit target and background sets. This is particularly useful in many typical cases where genomic data may be naturally represented as a ranked list of genes (e.g. by level of expression or of differential expression). GOrilla employs a flexible threshold statistical approach to discover GO terms that are significantly enriched at the top of a ranked gene list. Building on a complete theoretical characterization of the underlying distribution, called mHG, GOrilla computes an exact p-value for the observed enrichment, taking threshold multiple testing into account without the need for simulations. This enables rigorous statistical analysis of thousand of genes and thousands of GO terms in order of seconds. The output of the enrichment analysis is visualized as a hierarchical structure, providing a clear view of the relations between enriched GO terms. GOrilla is an efficient GO analysis tool with unique features that make a useful addition to the existing repertoire of GO enrichment tools. GOrilla's unique features and advantages over other threshold free enrichment tools include rigorous statistics, fast running time and an effective graphical representation. GOrilla is publicly available at: http://cbl-gorilla.cs.technion.ac.il
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Stable isotope labeling by amino acids in cell culture (SILAC) is a powerful quantitative proteomics platform for comprehensive characterization of complex biological systems. However, the potential of SILAC-based approaches has not been fully utilized in human embryonic stem cell (hESC) research mainly because of the complex nature of hESC culture conditions. Here we describe complete SILAC labeling of hESCs with fully preserved pluripotency, self-renewal capabilities, and overall proteome status that was quantitatively analyzed to a depth of 1556 proteins and 527 phosphorylation events. SILAC-labeled hESCs appear to be perfectly suitable for functional studies, and we exploited a SILAC-based proteomics strategy for discovery of hESC-specific surface markers. We determined and quantitatively compared the membrane proteomes of the self-renewing versus differentiating cells of two distinct human embryonic stem cell lines. Of the 811 identified membrane proteins, six displayed significantly higher expression levels in the undifferentiated state compared with differentiating cells. This group includes the established marker CD133/Prominin-1 as well as novel candidates for hESC surface markers: Glypican-4, Neuroligin-4, ErbB2, receptor-type tyrosine-protein phosphatase zeta (PTPRZ), and Glycoprotein M6B. Our study also revealed 17 potential markers of hESC differentiation as their corresponding protein expression levels displayed a dramatic increase in differentiated embryonic stem cell populations.
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Efficient analysis of very large amounts of raw data for peptide identification and protein quantification is a principal challenge in mass spectrometry (MS)-based proteomics. Here we describe MaxQuant, an integrated suite of algorithms specifically developed for high-resolution, quantitative MS data. Using correlation analysis and graph theory, MaxQuant detects peaks, isotope clusters and stable amino acid isotope-labeled (SILAC) peptide pairs as three-dimensional objects in m/z, elution time and signal intensity space. By integrating multiple mass measurements and correcting for linear and nonlinear mass offsets, we achieve mass accuracy in the p.p.b. range, a sixfold increase over standard techniques. We increase the proportion of identified fragmentation spectra to 73% for SILAC peptide pairs via unambiguous assignment of isotope and missed-cleavage state and individual mass precision. MaxQuant automatically quantifies several hundred thousand peptides per SILAC-proteome experiment and allows statistically robust identification and quantification of >4,000 proteins in mammalian cell lysates.
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Protein phosphorylation is a key posttranslational modification, which reversibly regulates almost all processes in the living cell. Deregulated signaling is a hallmark of cancer and other diseases, and protein kinases are prominent drug targets. Phosphorylation events are commonly probed in a targeted manner by phosphorylation-specific antibodies. In contrast, advances in proteomics technology, including phosphopeptide enrichment, high-accuracy mass spectrometry, and associated bioinformatics now make it possible to analyze entire phosphoproteomes. Quantitative methods can assess the relative change in phosphorylation for several thousand sites in a single experiment. Here we review enrichment strategies and methods for mass spectrometric fragmentation and analysis of phosphopeptides. We also describe different quantitative methods and their application to problems in cell signaling and drug target discovery. Emerging phosphoproteomics technologies are becoming more comprehensive, robust, and generically applicable to a wide range of questions, including areas outside traditional eukaryotic cell signaling such as Ser/Thr/Tyr signaling in bacteria.
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A dual affinity fusion concept has been developed in which the gene encoding the desired product is fused between two flanking heterologous genes encoding IgG- and albumin-binding domains. Using sequential IgG and serum albumin affinity chromatography, a full-length tripartite fusion protein is obtained. This approach was used to recover a full-length fusion product in Escherichia coli containing the human insulin-like growth factor II (IGF-II). Surprisingly, the recombinant IGF-II showed increased stability against proteolytic degradation in E. coli when produced as a dual affinity fusion protein, as compared to an N-terminal fusion protein. After site-specific cleavage of the tripartite fusion protein, IGF-II molecules with immunological and receptor binding activity were obtained without renaturation steps. The results demonstrate that proteins can fold into biologically active structures, even if provided with large flanking heterologous protein domains. The concept was further used to characterize the specific degradation of recombinant IGF-II in this heterologous host.
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The attachment of one or more ubiquitin moieties to proteins plays a central regulatory mechanism in eukaryotic cells. Protein ubiquitylation regulates numerous cellular processes, including protein degradation, signal transduction, DNA repair and cell division. The characterization of ubiquitylation is a two-fold challenge that involves the mapping of ubiquitylation sites and the determination of ubiquitin chain topology. This review focuses on the technical advances in the mass spectrometry-based characterization of ubiquitylation sites, which have recently involved the large-scale identification of ubiquitylation sites by peptide-level enrichment strategies. The discovery that ubiquitylation is a widespread modification similar to phosphorylation and acetylation suggests cross-talk may also occur at the post translational modification level.
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Effective gene silencing by the RNA interference (RNAi) pathway requires a comprehensive understanding of the elements that influence small interfering RNA (siRNA) functionality and specificity. These include (i) sequence space restrictions that define the boundaries of siRNA targeting, (ii) structural and sequence features required for efficient siRNA performance, (iii) mechanisms that underlie nonspecific gene modulation and (iv) additional features specific to the intended use (i.e., inclusion of native sugar or base chemical modifications for increased stability or specificity, vector design, etc.). Attention to each of these factors enhances siRNA performance and heightens overall confidence in the output of RNAi-mediated functional genomic studies. Here, we provide a detailed protocol explaining the methodologies used for manual and web-based design of siRNAs.
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TrkA receptor activation is a pivotal process for neuronal cell differentiation and survival. However, its overactivation or removal of its ligand NGF tends to cause the cell death. Recently, we demonstrated that TrkA overexpression induces cell death via apoptosis. In this study we also show that the TrkA-mediated cell death is associated with autophagy. TrkA-induced cells revealed an increase of GFP-LC3 punctate formation, development of acidic vesicular organelles (AVO) and formation of autophagosomes, which were eventually blocked by the addition of some autophagy inhibitors such as 3-methyladenine, ammonium chloride or wortmannin. In addition, although expression of autophagy-related proteins such as LC3-II or Beclin-1 was subtly altered during the TrkA-mediated cell death, depletion of ATG5 or Beclin-1 substantially decreased cell death in TrkA-expressing cells. In particular, reactive oxygen species (ROS) were dramatically accumulated in TrkA-induced cells, and the high accumulation of ROS was released by treatment of autophagy inhibitors. Furthermore, addition of an antioxidant N-acetylcysteine promoted the survival of TrkA-expressing cells and suppressed AVO production in cells. We also showed that this ROS accumulation was closely associated with reduction of catalase expression. Taken together, TrkA overexpression causes ROS accumulation via reduced catalase expression, ultimately leading to autophagic cell death.
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Ligand-induced activation of transmembrane receptors activates intracellular signaling cascades that control vital cellular processes, such as cell proliferation, differentiation, migration and survival. Receptor signaling is modulated by several mechanisms to ensure that the correct biological outcome is achieved. One such mechanism, which negatively regulates receptor signaling, involves the modification of receptors with ubiquitin. This post-translational modification can promote receptor endocytosis and targets receptors for lysosomal degradation, thereby ensuring termination of receptor signaling. In this Commentary, we review the roles of ubiquitylation in receptor endocytosis and degradative endosomal sorting by drawing on the epidermal growth factor receptor (EGFR) as a well-studied example. Furthermore, we elaborate on the molecular basis of ubiquitin recognition along the endocytic pathway through compartment-specific ubiquitin-binding proteins and highlight how endocytic sorting machineries control these processes. In addition, we discuss the importance of ubiquitin-dependent receptor endocytosis for the maintenance of cellular homeostasis and in the prevention of diseases such as cancer.
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Despite the diverse biological pathways known to be regulated by ubiquitylation, global identification of substrates that are targeted for ubiquitylation has remained a challenge. To globally characterize the human ubiquitin-modified proteome (ubiquitinome), we utilized a monoclonal antibody that recognizes diglycine (diGly)-containing isopeptides following trypsin digestion. We identify ~19,000 diGly-modified lysine residues within ~5000 proteins. Using quantitative proteomics we monitored temporal changes in diGly site abundance in response to both proteasomal and translational inhibition, indicating both a dependence on ongoing translation to observe alterations in site abundance and distinct dynamics of individual modified lysines in response to proteasome inhibition. Further, we demonstrate that quantitative diGly proteomics can be utilized to identify substrates for cullin-RING ubiquitin ligases. Interrogation of the ubiquitinome allows for not only a quantitative assessment of alterations in protein homeostasis fidelity, but also identification of substrates for individual ubiquitin pathway enzymes.
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Systems biology requires comprehensive data at all molecular levels. Mass spectrometry (MS)-based proteomics has emerged as a powerful and universal method for the global measurement of proteins. In the most widespread format, it uses liquid chromatography (LC) coupled to high-resolution tandem mass spectrometry (MS/MS) to identify and quantify peptides at a large scale. This peptide intensity information is the basic quantitative proteomic data type. It is used to quantify proteins between different proteome states, including the temporal variation of the proteome, to determine the complete primary structure of proteins including posttranslational modifications, to localize proteins to organelles, and to determine protein interactions. Here, we describe the principles of analysis and the areas of biology where proteomics can make unique contributions. The large-scale nature of proteomics data and its high accuracy pose special opportunities as well as challenges in systems biology that have been largely untapped so far.
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In recent years there has been intense investigation and rapid progress in our understanding of the cellular responses to various types of endogenous and exogenous DNA damage that ensure genetic stability. These studies have identified numerous roles for ubiquitylation, the post-translational modification of proteins with single ubiquitin or poly-ubiquitin chains. Initially discovered for its role in targeting proteins for degradation in the proteasome, ubiquitylation functions in a variety of regulatory roles to co-ordinate the recruitment and activity of a large number of protein complexes required for recovery from DNA damage. This includes the identification of essential DNA damage response genes that encode proteins directly involved in the ubiquitylation process itself, proteins that are targets for ubiquitylation, proteins that contain ubiquitin binding domains, as well as proteins involved in the de-ubiquitylation process. This review will focus on the regulatory functions of ubiquitylation in three distinct DNA damage responses that involve ubiquitin modification of proliferating cell nuclear antigen (PCNA) in DNA damage tolerance, the core histone H2A and its variant H2AX in double strand break repair (DSBR) and the Fanconi anaemia (FA) proteins FANCD2 and FANCI in cross link repair.
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Although most tissues in an organism are genetically identical, the biochemistry of each is optimized to fulfill its unique physiological roles, with important consequences for human health and disease. Each tissue's unique physiology requires tightly regulated gene and protein expression coordinated by specialized, phosphorylation-dependent intracellular signaling. To better understand the role of phosphorylation in maintenance of physiological differences among tissues, we performed proteomic and phosphoproteomic characterizations of nine mouse tissues. We identified 12,039 proteins, including 6296 phosphoproteins harboring nearly 36,000 phosphorylation sites. Comparing protein abundances and phosphorylation levels revealed specialized, interconnected phosphorylation networks within each tissue while suggesting that many proteins are regulated by phosphorylation independently of their expression. Our data suggest that the "typical" phosphoprotein is widely expressed yet displays variable, often tissue-specific phosphorylation that tunes protein activity to the specific needs of each tissue. We offer this dataset as an online resource for the biological research community.
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Conjugation of ubiquitin to cellular proteins has emerged as a post-translational modification, which affects major cellular processes, including cell cycle, proliferation and apoptosis. The ubiquitin-mediated signaling is frequently altered in cancer cells, with several tumor suppressors and oncogenes representing enzymes of the ubiquitin conjugation and deconjugation pathways. Recently, ubiquitination has been involved into selective degradation of both proteins and mitochondria by autophagy. Studying this novel role of ubiquitin can shed light on autophagy as a tumor suppressor mechanism as well as provide insights into the role of autophagy in survival of tumor cells, thus aiding the design of better cancer therapies.
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It has become apparent that ubiquitination plays a critical role in cell survival and cell death. In addition, deubiquitinating enzymes (DUBs) have been determined to be highly important regulators of these processes. Cells can be subjected to various stresses and respond in a variety of different ways ranging from activation of survival pathways to the promotion of cell death, which eventually eliminates damaged cells. The regulatory mechanisms of apoptosis depend on the balanced action between ubiquitination and deubiquitination systems. There is a growing recognition that DUBs play essential roles in regulating several binding partners to modulate the process of apoptosis. Thus, the interplay between the timing of DUB activity and the specificity of ubiquitin attachment and removal from its substrates during apoptosis is important to ensure cellular homeostasis. This review discusses the role of a few ubiquitin-specific DUBs that are involved in either promoting or suppressing the process of apoptosis.
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Cell culture is a fundamental tool in proteomics where mammalian cells are cultured in vitro using a growth medium often supplemented with 5-15% FBS. Contamination by bovine proteins is difficult to avoid because of adherence to the plastic vessel and the cultured cells. We have generated peptides from bovine serum using four sample preparation methods and analyzed the peptides by high mass accuracy LC-MS/MS. Distinguishing between bovine and human peptides is difficult because of a considerable overlap of identical tryptic peptide sequences. Pitfalls in interpretation, different database search strategies to minimize erroneous identifications and an augmented contaminant database are presented.
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Protein ubiquitination is a post-translational modification (PTM) that regulates various aspects of protein function by different mechanisms. Characterization of ubiquitination has lagged behind that of smaller PTMs, such as phosphorylation, largely because of the difficulty of isolating and identifying peptides derived from the ubiquitinated portion of proteins. To address this issue, we generated a monoclonal antibody that enriches for peptides containing lysine residues modified by diglycine, an adduct left at sites of ubiquitination after trypsin digestion. We use mass spectrometry to identify 374 diglycine-modified lysines on 236 ubiquitinated proteins from HEK293 cells, including 80 proteins containing multiple sites of ubiquitination. Seventy-two percent of these proteins and 92% of the ubiquitination sites do not appear to have been reported previously. Ubiquitin remnant profiling of the multi-ubiquitinated proteins proliferating cell nuclear antigen (PCNA) and tubulin alpha-1A reveals differential regulation of ubiquitination at specific sites by microtubule inhibitors, demonstrating the effectiveness of our method to characterize the dynamics of lysine ubiquitination.
Article
N-linked glycosylation is a biologically important protein modification, but only a small fraction of modification sites have been mapped. We developed a "filter aided sample preparation" (FASP)-based method in which glycopeptides are enriched by binding to lectins on the top of a filter and mapped 6367 N-glycosylation sites on 2352 proteins in four mouse tissues and blood plasma using high-accuracy mass spectrometry. We found 74% of known mouse N-glycosites and discovered an additional 5753 sites on a diverse range of proteins. Sites almost always have the N-!P-[S|T]-!P (where !P is not proline) and rarely the N-X-C motif or nonconsensus sequences. Combining the FASP approach with analysis of subcellular glycosite localization reveals that the sites always orient toward the extracellular space or toward the lumen of ER, Golgi, lysosome, or peroxisome. The N-glycoproteome contains a plethora of modification sites on factors important in development, organ-specific functions, and disease.
Article
Signalling networks regulate essentially all of the biology of cells and organisms in normal and disease states. Signalling is often studied using antibody-based techniques such as western blots. Large-scale 'precision proteomics' based on mass spectrometry now enables the system-wide characterization of signalling events at the levels of post-translational modifications, protein–protein interactions and changes in protein expression. This technology delivers accurate and unbiased information about the quantitative changes of thousands of proteins and their modifications in response to any perturbation. Current studies focus on phosphorylation, but acetylation, methylation, glycosylation and ubiquitylation are also becoming amenable to investigation. Large-scale proteomics-based signalling research will fundamentally change our understanding of signalling networks.
Article
We have used stable isotope labeling by amino acids in cell culture (SILAC), in combination with high-resolution mass spectrometry, to identify common and discrete components of the respective receptor tyrosine kinase-dependent phosphotyrosine-associated networks induced by acute stimulation of A549 lung adenocarcinoma cells with EGF or HGF. In total, we obtained quantitative information for 274 proteins, which respond to either or both stimuli by >1.5 fold changes in enrichment, following immuno-precipitation with antiphosphotyrosine antibodies. The data reveal a high degree of overlap between the respective signaling networks but also clear points of departure. A small number of HGF specific effectors were identified including myosin-X, galectin-1, ELMO2 and EphrinB1, while a larger set of EGF specific effectors (39 proteins) includes both novel (e.g., MAP4K3) and established components of receptor tyrosine kinase receptor signaling pathways. Using available protein-interaction data the identified proteins have been assembled into a highly connected network that can be visualized using the Cytoscape tool.
Article
Growth factor receptor signaling via receptor tyrosine kinases (RTKs) is one of the basic cellular communication principals found in all metazoans. Extracellular signals are transferred via membrane spanning receptors into the cytoplasm, reversible tyrosine phosphorylation being the hallmark of all RTKs. In recent years proteomic approaches have yielded detailed descriptions of cellular signaling events. Quantitative proteomics is able to characterize the exact position and strength of post-translational modifications (PTMs) providing essential information for understanding the molecular basis of signal transduction. Numerous new post-translational modification sites have been identified by quantitative mass spectrometry-based proteomics. In addition, plentiful new players in signal transduction have been identified underlining the complexity and the modular architecture of most signaling networks. In this review, we outline the principles of signal transduction via RTKs and highlight some of the new insights obtained from proteomic approaches such as protein microarrays and quantitative mass spectrometry.
Article
Lysine acetylation is a reversible posttranslational modification of proteins and plays a key role in regulating gene expression. Technological limitations have so far prevented a global analysis of lysine acetylation’s cellular roles. We used high-resolution mass spectrometry to identify 3600 lysine acetylation sites on 1750 proteins and quantified acetylation changes in response to the deacetylase inhibitors suberoylanilide hydroxamic acid and MS-275. Lysine acetylation preferentially targets large macromolecular complexes involved in diverse cellular processes, such as chromatin remodeling, cell cycle, splicing, nuclear transport, and actin nucleation. Acetylation impaired phosphorylation-dependent interactions of 14-3-3 and regulated the yeast cyclin-dependent kinase Cdc28. Our data demonstrate that the regulatory scope of lysine acetylation is broad and comparable with that of other major posttranslational modifications.
Article
The proteasome is an intricate molecular machine, which serves to degrade proteins following their conjugation to ubiquitin. Substrates dock onto the proteasome at its 19-subunit regulatory particle via a diverse set of ubiquitin receptors and are then translocated into an internal chamber within the 28-subunit proteolytic core particle (CP), where they are hydrolyzed. Substrate is threaded into the CP through a narrow gated channel, and thus translocation requires unfolding of the substrate. Six distinct ATPases in the regulatory particle appear to form a ring complex and to drive unfolding as well as translocation. ATP-dependent, degradation-coupled deubiquitination of the substrate is required both for efficient substrate degradation and for preventing the degradation of the ubiquitin tag. However, the proteasome also contains deubiquitinating enzymes (DUBs) that can remove ubiquitin before substrate degradation initiates, thus allowing some substrates to dissociate from the proteasome and escape degradation. Here we examine the key elements of this molecular machine and how they cooperate in the processing of proteolytic substrates.
Article
Protein ubiquitination has emerged as a central mechanism regulating diverse biological processes. Indeed, proteins devoted to ubiquitin conjugation, deconjugation, and recognition constitute one of the largest families in eukaryotic proteome. Thus, the complexity of ubiquitination rivals that of phosphorylation. Furthermore, all seven lysines of ubiquitin can be conjugated to another ubiquitin to form polyubiquitin chains of different topologies. As outlined in a recent issue of Cell, Xu et al. (2009) now employ quantitative mass spectrometry to profile polyubiquitin linkages in cells and provide new insights into the in vivo functions of diverse polyubiquitin chains.
Article
Epsin consists of an epsin NH(2)-terminal homology domain that promotes interaction with phospholipids, several AP-2-binding sites, two clathrin-binding sequences and several Eps15 homology domain-binding motifs. Epsin additionally possesses ubiquitin-interacting motifs (UIMs) and has been demonstrated to bind ubiquitinated cargo. We therefore investigated whether epsin promoted clathrin-mediated endocytosis of the ubiquitinated EGF receptor (EGFR). By immunoprecipitation, we found that epsin 1 interacted with ubiquitinated EGFR and that functional UIMs were essential for complex formation. Furthermore, RNA interference-mediated knockdown of epsin 1 was found to inhibit internalization of the EGFR, while having no effect on endocytosis of the transferrin receptor. Additionally, upon knockdown of epsin 1, translocation of the EGFR to central parts of clathrin-coated pits was inhibited. This supports the contention that epsin 1 promotes endocytosis of the ubiquitinated EGFR.
Article
This review article describes the pathways and mechanisms of endocytosis and post-endocytic sorting of the EGF receptor (EGFR/ErbB1) and other members of the ErbB family. Growth factor binding to EGFR accelerates its internalization through clathrin-coated pits which is followed by the efficient lysosomal targeting of internalized receptors and results in receptor down-regulation. The role of EGFR interaction with the Grb2 adaptor protein and Cbl ubiquitin ligase, and receptor ubiquitination in the clathrin-dependent internalization and sorting of EGFR in multivesicular endosomes is discussed. Activation and phosphorylation of ErbB2, ErbB3 and ErbB4 also results in their ubiquitination. However, these ErbBs are internalized and targeted to lysosomes less efficiently than EGFR. When overexpressed endocytosis-impaired ErbBs may inhibit the internalization and degradation of EGFR.
Article
Ubiquitination regulates a host of cellular processes by labeling proteins for degradation, but also by functioning as a regulatory, nonproteolytic posttranslational modification. Proteome-wide strategies to monitor changes in ubiquitination profiles are important to obtain insight into the various cellular functions of ubiquitination. Here we describe generation of stable cell lines expressing a tandem hexahistidine-biotin tag (HB-tag) fused to ubiquitin for two-step purification of the ubiquitinated proteome under fully denaturing conditions. Using this approach we identified 669 ubiquitinated proteins from HeLa cells, including 44 precise ubiquitin attachment sites on substrates and all seven possible ubiquitin chain-linkage types. To probe the dynamics of ubiquitination in response to perturbation of the ubiquitin/proteasome pathway, we combined ubiquitin profiling with quantitative mass spectrometry using the stable isotope labeling with amino acids in cell culture (SILAC) strategy. We compared untreated cells and cells treated with the proteasome inhibitor MG132 to identify ubiquitinated proteins that are targeted to the proteasome for degradation. A number of proteasome substrates were identified. In addition, the quantitative approach allowed us to compare proteasome targeting by different ubiquitin chain topologies in vivo. The tools and strategies described here can be applied to detect changes in ubiquitination dynamics in response to various changes in growth conditions and cellular stress and will contribute to our understanding of the ubiquitin/proteasome system.
Article
Vectors derived from human immunodeficiency virus (HIV) are highly efficient vehicles for in vivo gene delivery. However, their biosafety is of major concern. Here we exploit the complexity of the HIV genome to provide lentivirus vectors with novel biosafety features. In addition to the structural genes, HIV contains two regulatory genes, tat and rev, that are essential for HIV replication, and four accessory genes that encode critical virulence factors. We previously reported that the HIV type 1 accessory open reading frames are dispensable for efficient gene transduction by a lentivirus vector. We now demonstrate that the requirement for the tat gene can be offset by placing constitutive promoters upstream of the vector transcript. Vectors generated from constructs containing such a chimeric long terminal repeat (LTR) transduced neurons in vivo at very high efficiency, whether or not they were produced in the presence of Tat. When the rev gene was also deleted from the packaging construct, expression of gag and pol was strictly dependent on Rev complementation in trans. By the combined use of a separate nonoverlapping Rev expression plasmid and a 5' LTR chimeric transfer construct, we achieved optimal yields of vector of high transducing efficiency (up to 10(7) transducing units [TU]/ml and 10(4) TU/ng of p24). This third-generation lentivirus vector uses only a fractional set of HIV genes: gag, pol, and rev. Moreover, the HIV-derived constructs, and any recombinant between them, are contingent on upstream elements and trans complementation for expression and thus are nonfunctional outside of the vector producer cells. This split-genome, conditional packaging system is based on existing viral sequences and acts as a built-in device against the generation of productive recombinants. While the actual biosafety of the vector will ultimately be proven in vivo, the improved design presented here should facilitate testing of lentivirus vectors.