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1.
Cell ; 166(3): 755-765, 2016 Jul 28.
Article in English | MEDLINE | ID: mdl-27372738

ABSTRACT

To provide a detailed analysis of the molecular components and underlying mechanisms associated with ovarian cancer, we performed a comprehensive mass-spectrometry-based proteomic characterization of 174 ovarian tumors previously analyzed by The Cancer Genome Atlas (TCGA), of which 169 were high-grade serous carcinomas (HGSCs). Integrating our proteomic measurements with the genomic data yielded a number of insights into disease, such as how different copy-number alternations influence the proteome, the proteins associated with chromosomal instability, the sets of signaling pathways that diverse genome rearrangements converge on, and the ones most associated with short overall survival. Specific protein acetylations associated with homologous recombination deficiency suggest a potential means for stratifying patients for therapy. In addition to providing a valuable resource, these findings provide a view of how the somatic genome drives the cancer proteome and associations between protein and post-translational modification levels and clinical outcomes in HGSC. VIDEO ABSTRACT.


Subject(s)
Neoplasm Proteins/genetics , Neoplasms, Cystic, Mucinous, and Serous/genetics , Ovarian Neoplasms/genetics , Proteome , Acetylation , Chromosomal Instability , DNA Repair , DNA, Neoplasm , Female , Gene Dosage , Humans , Mass Spectrometry , Phosphoproteins/genetics , Protein Processing, Post-Translational , Survival Analysis
2.
Glycobiology ; 34(9)2024 Jul 26.
Article in English | MEDLINE | ID: mdl-39073901

ABSTRACT

N-linked glycoproteins are rich in seminal plasma, playing essential roles in supporting sperm function and fertilization process. The alteration of seminal plasma glycans and its correspond glycoproteins may lead to sperm dysfunction and even infertility. In present study, an integrative analysis of glycoproteomic and proteomic was performed to investigate the changes of site-specific glycans and glycoptoteins in seminal plasma of asthenozoospermia. By large scale profiling and quantifying 5,018 intact N-glycopeptides in seminal plasma, we identified 92 intact N-glycopeptides from 34 glycoproteins changed in asthenozoospermia. Especially, fucosylated glycans containing lewis x, lewis y and core fucosylation were significantly up-regulated in asthenozoospermia compared to healthy donors. The up-regulation of fucosylated glycans in seminal plasma may interfere sperm surface compositions and regulation of immune response, which subsequently disrupts sperm function. Three differentiated expression of seminal vesicle-specific glycoproteins (fibronectin, seminogelin-2, and glycodelin) were also detected with fucosylation alteration in seminal plasma of asthenozoospermia. The interpretation of the altered site-specific glycan structures provides data for the diagnosis and etiology analysis of male infertility, as well as providing new insights into the potential therapeutic targets for male infertility.


Subject(s)
Asthenozoospermia , Fucose , Semen , Humans , Male , Asthenozoospermia/metabolism , Semen/metabolism , Semen/chemistry , Fucose/metabolism , Glycoproteins/metabolism , Proteomics , Adult , Up-Regulation , Polysaccharides/metabolism , Polysaccharides/chemistry , Glycosylation , Glycopeptides/metabolism , Glycopeptides/analysis
3.
Anal Chem ; 96(15): 5741-5745, 2024 04 16.
Article in English | MEDLINE | ID: mdl-38573003

ABSTRACT

Fucosylation is an important structural feature of glycans and plays an essential role in the regulation of glycoprotein functions. Fucosylation can be classified into core- (CF) and antenna-fucosylation (AF, also known as (sialyl-) Lewis) based on the location on N-glycans, and they perform distinct biological functions. In this study, core- and antenna-fucosylated N-glycans on human serum glycoproteins that hold great clinical application values were systematically characterized at the site-specific level using StrucGP combined with the recently developed fucosylation assignment method. The results showed that fucosylation was widely distributed on serum glycoproteins, with 50% of fucosylated glycopeptides modified by AF N-glycans, 37% by CF N-glycans, and 13% by dual-fucosylated N-glycans. Interestingly, CF and AF N-glycans preferred to modify different groups of serum glycoproteins with different tissue origins and were involved in distinctive biological processes. Specifically, AF N-glycoproteins are mainly from the liver and participated in complement activation, blood coagulation, and endopeptidase activities, while CF N-glycoproteins originate from diverse tissues and are mainly involved in cell adhesion and signaling transduction. These data further enhanced our understanding of fucosylation on circulation glycoproteins.


Subject(s)
Glycoproteins , Liver , Humans , Glycoproteins/chemistry , Glycosylation , Liver/metabolism , Polysaccharides/chemistry , Fucose/chemistry
4.
Nat Methods ; 18(8): 921-929, 2021 08.
Article in English | MEDLINE | ID: mdl-34341581

ABSTRACT

Precision mapping of glycans at structural and site-specific level is still one of the most challenging tasks in the glycobiology field. Here, we describe a modularization strategy for de novo interpretation of N-glycan structures on intact glycopeptides using tandem mass spectrometry. An algorithm named StrucGP is also developed to automate the interpretation process for large-scale analysis. By dividing an N-glycan into three modules and identifying each module using distinct patterns of Y ions or a combination of distinguishable B/Y ions, the method enables determination of detailed glycan structures on thousands of glycosites in mouse brain, which comprise four types of core structure and 17 branch structures with three glycan subtypes. Owing to the database-independent glycan mapping strategy, StrucGP also facilitates the identification of rare/new glycan structures. The approach will be greatly beneficial for in-depth structural and functional study of glycoproteins in the biomedical research.


Subject(s)
Algorithms , Glycopeptides/analysis , Glycoproteins/analysis , Polysaccharides/analysis , Animals , Glycopeptides/chemistry , Glycoproteins/chemistry , Glycosylation , Male , Mice , Mice, Inbred C57BL , Polysaccharides/chemistry
5.
Mol Cell Proteomics ; 21(4): 100214, 2022 04.
Article in English | MEDLINE | ID: mdl-35183770

ABSTRACT

Spermatozoon represents a very special cell type in human body, and glycosylation plays essential roles in its whole life including spermatogenesis, maturation, capacitation, sperm-egg recognition, and fertilization. In this study, by mapping the most comprehensive N-glycoproteome of human spermatozoa using our recently developed site-specific glycoproteomic approaches, we show that spermatozoa contain a number of distinctive glycoproteins, which are mainly involved in spermatogenesis, acrosome reaction and sperm:oocyte membrane binding, and fertilization. Heavy fucosylation is observed on 14 glycoproteins mostly located at extracellular and cell surface regions in spermatozoa but not in other tissues. Sialylation and Lewis epitopes are enriched in the biological process of immune response in spermatozoa, while bisected core structures and LacdiNAc structures are highly expressed in acrosome. These data deepen our knowledge about glycosylation in spermatozoa and lay the foundation for functional study of glycosylation and glycan structures in male infertility.


Subject(s)
Acrosome Reaction , Spermatozoa , Acrosome/metabolism , Glycoproteins/metabolism , Glycosylation , Humans , Male , Proteomics , Sperm Capacitation , Spermatozoa/metabolism
6.
Article in English | MEDLINE | ID: mdl-39126246

ABSTRACT

Immunoglobulin G (IgG) is an important serum glycoprotein and a major component of antibodies. Glycans on IgG affect the binding of IgG to the Fc receptor or complement C1q, which in turn affects the biological activity and biological function of IgG. Altered glycosylation patterns on IgG emerge as important biomarkers in the aging process and age-related diseases. Key aging-related alterations observed in IgG glycosylation include reductions in galactosylation and sialylation, alongside increases in agalactosylation, and bisecting GlcNAc. Understanding the role of IgG glycosylation in aging-related diseases offers insights into disease mechanisms and provides opportunities for the development of diagnostic and therapeutic strategies. This review summarizes five aspects of IgG: an overview of IgG, IgG glycosylation, IgG glycosylation with inflammation mediation, IgG glycan changes with normal aging, as well as the relevance of IgG glycan changes to aging-related diseases. This review provides a reference for further investigation of the regulatory mechanisms of IgG glycosylation in aging-related diseases, as well as for evaluating the potential of IgG glycosylation changes as markers of aging and aging-related diseases.

7.
J Proteome Res ; 22(9): 2803-2813, 2023 09 01.
Article in English | MEDLINE | ID: mdl-37549151

ABSTRACT

Aging-related salivary gland degeneration usually causes poor oral health. Periductal fibrosis frequently occurs in the submandibular gland of the elderly. Transforming growth factor ß1 (TGF-ß1) is the primary driving factor for fibrosis, which exhibits an increase in the fibrotic submandibular gland tissue. This study aimed to investigate the effects of TGF-ß1 on the human submandibular gland (HSG) cell secretory function and its influences on aquaporin 5 (AQP5) expressions and distribution. We found that TGF-ß1 reduces the protein secretion amount of HSG and leads to the abundance alteration of 151 secretory proteins. Data are available via ProteomeXchange with the identifier PXD043185. The majority of HSG secretory proteins (84.11%) could be matched to the human saliva proteome. Meanwhile, TGF-ß1 enhances the expression of COL4A2, COL5A1, COL7A1, COL1A1, COL2A1, and α-SMA, hinting that TGF-ß1 possesses the potential to drive HSG fibrosis-related events. Besides, TGF-ß1 also attenuates the AQP5 expression and its membrane distribution in HSGs. The percentage for TGF-ß1-induced AQP5 reduction (52.28%) is much greater than that of the TGF-ß1-induced secretory protein concentration reduction (16.53%). Taken together, we concluded that TGF-ß1 triggers salivary hypofunction via attenuating protein secretion and AQP5 expression in HSGs, which may be associated with TGF-ß1-driven fibrosis events in HSGs.


Subject(s)
Aquaporin 5 , Submandibular Gland , Transforming Growth Factor beta1 , Humans , Aquaporin 5/genetics , Aquaporin 5/metabolism , Collagen Type VII/metabolism , Saliva/metabolism , Submandibular Gland/cytology , Submandibular Gland/metabolism , Transforming Growth Factor beta1/pharmacology
8.
Anal Chem ; 2023 Jan 12.
Article in English | MEDLINE | ID: mdl-36633944

ABSTRACT

O-Acetylation is a common modification of sialic acid, playing a significant role in glycoprotein stability, immune response, and cell development. Due to the lack of efficient methods for direct analysis of O-acetylated sialoglycopeptides (O-AcSGPs), the majority of identified O-acetylated sialic acids (O-AcSia) until now had no glycosite/glycoprotein information. Herein, we introduced a new workflow for precise interpretation of O-AcSGPs with probability estimation by recognizing the characteristic B and Y ions of O-AcSias. With further optimization of mass spectrometry parameters, the method allowed us to identify a total of 171 unique O-AcSGPs in mouse serum. Although the majority of these O-AcSGPs were at a relatively low abundance compared with their non-O-acetylated states, they were mainly involved in peptidase/endopeptidase inhibitor activities. The method paves the way for large-scale structural and functional analyses of site-specific O-AcSias in various complex samples as well as further identification of many other similar chemical modifications on glycoproteins.

9.
Anal Biochem ; 680: 115318, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37696464

ABSTRACT

Normal liquefaction of semen is one of the key steps to ensure the smooth progress of fertilization, and glycosylation has been reported to be involved in the whole process of fertilization. Till now, it is still unclear whether and how glycosylation changes during the liquefaction process of semen. In this study, by performing a glycoproteomic analysis of human semen with the liquefaction process (liquefaction time of semen: 0 min vs 30 min) using our recently developed StrucGP software combined with the Tandem Mass Tags (TMT) based quantification, we identified 25 intact glycopeptides (IGPs) from 10 glycoproteins in semen that were significantly changed during liquefaction, including 23 up-regulated and two down-regulated. Among the 23 up-regulated glycopeptides, half were modified with sialylated glycans, suggesting that sialylated glycans may play a key role in the semen liquefaction process. The data provide an invaluable resource for further studies on the role of glycosylation during semen liquefaction.


Subject(s)
Body Fluids , Semen , Humans , Glycopeptides , Glycosylation , Polysaccharides
10.
Anal Bioanal Chem ; 415(26): 6431-6439, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37644321

ABSTRACT

Low abundance and heterogeneity of N-glycosylation at the peptide level poses a great challenge to the structural and functional analysis of glycosylation in the field of glycobiology. Solving this conundrum requires a sufficient and specific method for intact N-glycopeptide enrichment. Using the C18 or HLB desalting column followed by the mixed-mode strong anion exchange (MAX) or hydrophilic interaction chromatography (HILIC) glycopeptide enrichment column are commonly applied approaches for sample preparation of intact N-glycopeptides from complex samples. Herein, we compared the effects of different combinations of two desalting columns and two enrichment columns using equal amounts of mouse brain tissues from the same source. The results revealed the C18 column was a bit superior to the HLB column, and the MAX and HILIC columns were complementary on intact N-glycopeptides enrichment. Additionally, the results also demonstrated that enriching glycopeptides using a HILIC column followed by a MAX column from the flow-through solution got a better enrichment performance than the reversed order. Based on these results, the sequential enrichment of glycopeptides using HILIC and then MAX columns could maximize the enrichment performance of intact N-glycopeptides, and therefore is an option for in-depth analysis of site-specific glycoproteome.


Subject(s)
Glycopeptides , Proteome , Animals , Mice , Chromatography, Liquid/methods , Glycopeptides/chemistry , Glycosylation , Hydrophobic and Hydrophilic Interactions
11.
J Proteome Res ; 21(7): 1664-1674, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35616904

ABSTRACT

N-Linked glycoproteins are rich in seminal plasma, playing various essential roles in supporting sperm function and the fertilization process. However, the detailed information on these glycoproteins, particularly site-specific glycan structures, is still limited. In this study, a precision site-specific N-glycoproteome map of human seminal plasma was established by employing the site-specific glycoproteomic approach and a recently developed glycan structure interpretation software, StrucGP. A total of 9567 unique glycopeptides identified in human seminal plasma were composed of 773 N-linked glycan structures and 1019 N-glycosites from 620 glycoproteins. These glycans were comprised of four types of core structures and 13 branch structures. The majority of identified glycoproteins functioned in response to stimulus and immunity. As we reported in human spermatozoa, heavy fucosylation (fucose residues ≥6 per glycan) was also detected on seminal plasma glycoproteins such as clusterin and galectin-3-binding protein, which were involved in the immune response of biological processes and reactome pathways. Comparison of site-specific glycans between seminal plasma and spermatozoa revealed more complicated glycan structures in seminal plasma than in spermatozoa, even on their shared glycoproteins. These present data will be greatly beneficial for the in-depth structural and functional study of glycosylation in the male reproduction system.


Subject(s)
Polysaccharides , Semen , Glycopeptides/chemistry , Glycoproteins/metabolism , Glycosylation , Humans , Male , Polysaccharides/chemistry , Semen/metabolism
12.
Anal Chem ; 94(36): 12274-12279, 2022 09 13.
Article in English | MEDLINE | ID: mdl-36036581

ABSTRACT

The spike (S) protein plays a key role in COVID-19 (SARS-CoV-2) infection and host-cell entry. Previous studies have systematically analyzed site-specific glycan compositions as well as many important structural motifs of the S protein. Here, we further provide structural-clear N-glycosylation of the S protein at a site-specific level by using our recently developed structural- and site-specific N-glycoproteomics sequencing algorithm, StrucGP. In addition to the common N-glycans as detected in previous studies, many uncommon glycosylation structures such as LacdiNAc structures, Lewis structures, Mannose 6-phosphate (M6P) residues, and bisected core structures were unambiguously mapped at a total of 20 glycosites in the S protein trimer and protomer. These data further support the glycosylation structural-functional investigations of the COVID-19 virus spike.


Subject(s)
COVID-19 , SARS-CoV-2 , Glycosylation , Humans , Polysaccharides/chemistry
13.
Anal Chem ; 94(50): 17349-17353, 2022 12 20.
Article in English | MEDLINE | ID: mdl-36484784

ABSTRACT

Accurate identification of core fucosylation on N-glycopeptides remains challenging due to fucose migration during mass spectrometry analysis. Here, we introduce a simple and straightforward method for core-fucosylated glycopeptide recognition based on the relative intensities of Y1+Fuc ions compared with their corresponding Y1 ions (labeled as Y1+Fuc/Y1 or simply Y1F/Y1 ratio > 0.1) in low-energy HCD-based spectra. The method was first developed by systematically evaluating the influence of fucose migration on the Y1F ion from antenna fucoses based on the distribution of the Y1F/Y1 ratios in the MS/MS spectra of antenna-fucosylated glycopeptides from Fut8-/- mouse brain. The feasibility of the method was then confirmed by using two standard glycoproteins, comparison with glycopeptides in Fut8+/+ mouse brain with/without in silico core-fucosylation removal, and Y1F/Y1 ratio alterations under a lower HCD energy. This method will be applicable to the manual interpretation and software-based high-throughput analysis of core-fucosylated glycopeptides.


Subject(s)
Glycopeptides , Tandem Mass Spectrometry , Animals , Mice , Glycopeptides/analysis , Tandem Mass Spectrometry/methods , Fucose/chemistry , Glycosylation , Glycoproteins/chemistry
14.
Glycoconj J ; 39(6): 737-745, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36322335

ABSTRACT

Intrahepatic cholangiocarcinoma (ICC) is the second major subtype of primary liver cancer and has caused more and more attention with increasing incidence and mortality worldwide. Our previous study found that bisecting N-glycans are commonly increased in ICC, while the effects and potential functions of bisecting GlcNAc in ICC are still largely unclear. In this study, we further confirmed that the structures of bisecting GlcNAc were significantly up-regulated in ICC compared with paracancer tissues by glycoproteomic data and lectin histochemistry. The expression of its glycosyltransferase MGAT3 was also up-regulated in ICC tissues at both mRNA and protein levels, and expression of MGAT3 is negatively correlated with overall survival explored by bioinformatic analyses and published datasets from 255 patients. Next, the silencing of MGAT3 could inhibit the growth and invasion of ICC cells, and overexpressing of MGAT3 only promoted ICC cell invasion. Further glycoproteomic analysis showed that the commonly glycoproteins modified by bisecting GlcNAc after MGAT3-overexpression in two ICC cell lines were mainly involved in cell movement-related biological processes, such as cell adhesion, integrin-related and ECM-receptor interaction. This study sheds light on the potential effects of bisecting GlcNAc in ICC cells and suggests that MGAT3 might be used as a potential target in the therapy of ICC.


Subject(s)
Acetylglucosamine , N-Acetylglucosaminyltransferases , Humans , N-Acetylglucosaminyltransferases/genetics , N-Acetylglucosaminyltransferases/metabolism , Acetylglucosamine/metabolism , Polysaccharides/chemistry , Glycoproteins/genetics , Glycoproteins/chemistry , Cell Line , Cell Line, Tumor
15.
Anal Bioanal Chem ; 414(11): 3311-3317, 2022 May.
Article in English | MEDLINE | ID: mdl-35229171

ABSTRACT

In glycomic and glycoproteomic studies, solutions containing diluted organic acids such as formic acid (FA) have been widely used for dissolving intact glycopeptide and glycan samples prior to mass spectrometry analysis. Here, we show that an undesirable + 28 Da modification occurred in a time-dependent manner when the glycan and glycopeptide samples were stored in FA solution at - 20 °C. We confirmed that this unexpected modification was caused by formylation between the hydroxyl groups of glycans and FA with a relatively low reaction rate. As this incomplete modification affected the glycan and glycopeptide identification and quantification in glycomic and glycoproteomic studies, the storage at - 20 °C should be avoided once the glycan and glycopeptide samples have been dissolved in FA solution.


Subject(s)
Glycomics , Glycopeptides , Formates , Glycomics/methods , Glycopeptides/chemistry , Mass Spectrometry , Polysaccharides/chemistry
16.
Anal Bioanal Chem ; 414(29-30): 8245-8253, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36181511

ABSTRACT

Selecting proper and efficient glycopeptide enrichment approaches are essential for mass spectrometry-based glycoproteomics since glycopeptides are usually with microheterogeneity and low abundance in most biological samples. Herein, we introduced a cotton hydrophilic interaction liquid chromatography (HILIC) approach for large-scale glycopeptide enrichment with 80% acetonitrile/1% trifluoroacetic acid as the optimal sample loading buffer. The comparison of cotton HILIC with Venusil HILIC and mixed anion-exchange (MAX) approaches indicated that cotton HILIC was superior in overall glycopeptide enrichment, whereas Venusil HILIC preferred in complex glycan structures and MAX performed better with high mannose glycans. Exploration of capacity and recovery rate of cotton HILIC illustrated that 5mg cotton packed in a 200µL tip achieved a reasonable glycopeptide enrichment performance (~6% recovery) from ~0.5mg peptides. In conclusion, cotton HILIC can be used as an optional glycopeptide enrichment approach in glycosylation analysis with its specific merit.


Subject(s)
Glycopeptides , Polysaccharides , Glycopeptides/chemistry , Chromatography, Liquid/methods , Glycosylation , Hydrophobic and Hydrophilic Interactions
17.
J Proteome Res ; 19(10): 3877-3889, 2020 10 02.
Article in English | MEDLINE | ID: mdl-32875803

ABSTRACT

Glycosylation is one of the most important post-translational modifications of proteins and plays an essential role in spermatogenesis, maturation, extracellular quality control, capacitation, sperm-egg recognition, and final fertilization. Spermatozoa are synthesized in the testes inactively with a thick glycocalyx and passed through the epididymis for further modification by glycosylation, deglycosylation, and integration to reach maturation. Subsequently, sperm capacitation and further fertilization require redistribution of glycoconjugates and dramatic glycocalyx modification of the spermatozoa surface. Furthermore, glycoproteins and glycans in seminal plasma are functional in maintaining spermatozoa structure and stability. Therefore, aberrant glycosylation may cause alteration of semen function and even infertility. Currently, mass spectrometry-based technologies have allowed large-scale profiling of glycans and glycoproteins in human semen. Quantitative analysis of semen glycosylation has also indicated many involved glycoproteome issues in male infertility and the potential biomarkers for diagnosis of male infertility in clinical. This review summarizes the role of glycosylation during spermatozoa development, the large-scale profiling of glycome and glycoproteome in human semen, as well as the association of aberrant glycosylation with infertility.


Subject(s)
Infertility, Male , Semen , Epididymis , Glycosylation , Humans , Infertility, Male/diagnosis , Male , Spermatozoa/metabolism
18.
J Proteome Res ; 19(8): 3191-3200, 2020 08 07.
Article in English | MEDLINE | ID: mdl-32425043

ABSTRACT

Myocardial infarction (MI) is one of the leading causes of deaths worldwide. Because of the incapability of regeneration, the cardiomyocyte loss with MI is replaced by fibrotic scar tissue, which eventually leads to heart failure. Reconstructing regeneration of an adult human heart has been recognized as a promising strategy for cardiac therapeutics. A neonatal mouse heart, which possesses transient regenerative capacity at the first week after birth, represents an ideal model to investigate processes associated with cardiac regeneration. In this work, an integrated glycoproteomic and proteomic analysis was performed to investigate the differences in glycoprotein abundances and site-specific glycosylation between postneonatal day 1 (P1) and day 7 (P7) of mouse hearts. By large-scale profiling and quantifying more than 2900 intact N-glycopeptides in neonatal mouse hearts, we identified 227 altered N-glycopeptides between P1 and P7 hearts. By extracting protein changes from the global proteome data, the normalized glycosylation changes for site-specific glycans were obtained, which showed heterogeneity on glycosites and glycoproteins. Systematic analysis of the glycosylation changes demonstrated an overall upregulation of sialylation and core fucosylation in P7 mice. Notably, the upregulated sialylation was a comprehensive result of increased sialylated glycans with Neu5Gc, with both Neu5Gc and core fucose, and decreased sialylated glycans with Neu5Ac. The upregulated core fucosylation resulted from the increase of glycans containing both core fucose and Neu5Gc but not glycans containing sole core fucose. These data provide a valuable resource for future functional and mechanism studies on heart regeneration and discovery of novel therapeutic targets. All mass spectrometry proteomic data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the data set identifier PXD017139.


Subject(s)
Glycopeptides , Proteomics , Animals , Animals, Newborn , Glycosylation , Mice , Regeneration
20.
Clin Proteomics ; 17: 2, 2020.
Article in English | MEDLINE | ID: mdl-31997977

ABSTRACT

BACKGROUND: Ubiquitination is a post-translational modification where ubiquitin is covalently attached to lysine residues on substrate proteins to signal their degradation by the 26S proteasome or initiate other non-degradation functions such as cellular trafficking. The diversity of ubiquitin modifications can be attributed to the variable number of ubiquitin molecules attached to a lysine residue (mono- vs. poly-ubiquitin chains), the type of covalent linkages within poly-ubiquitin chains and the number of lysine residues on a substrate that are occupied by ubiquitin at any given time. The integral role ubiquitination plays in cell homeostasis is reflected by the multitude of diseases associated with impaired ubiquitin modification, rendering it the focus of extensive research initiatives and proteomic discovery studies. However, determining the functional role of distinct ubiquitin modifications directly from proteomic data remains challenging and represents a bottleneck in the process of deciphering how ubiquitination at specific substrate sites impacts cell signaling. METHODS: In this study SILAC coupled with LC-MS/MS is used to identify ubiquitinated proteins in SKOV3 ovarian cancer cells, with the implementation of a computational approach that measures relative ubiquitin occupancy at distinct modification sites upon 26S proteasome inhibition and uses that data to infer functional significance. RESULTS: In addition to identifying and quantifying relative ubiquitin occupancy at distinct post-translational modification sites to distinguish degradation from non-degradation signaling, this research led to the discovery of nine ubiquitination sites in the oncoprotein HER2 that have not been previously reported in ovarian cancer. Subsequently the computational approach applied in this study was utilized to infer the functional role of individual HER2 ubiquitin-modified residues. CONCLUSIONS: In summary, the computational method, previously described for glycosylation analysis, was used in this study for the assessment of ubiquitin stoichiometries and applied directly to proteomic data to distinguish degradation from non-degradation ubiquitin functions.

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