Site-specific characterization and quantitation of N-glycopeptides in PKM2 knockout breast cancer cells using DiLeu isobaric tags enabled by electron-transfer/higher-energy collision dissociation (EThcD).

The system-wide site-specific analysis of intact glycopeptides is crucial for understanding the exact functional relevance of protein glycosylation. A dedicated workflow with the capability to simultaneously characterize and quantify intact glycopeptides in a site-specific and high-throughput manner is essential to reveal specific glycosylation alteration patterns in complex biological systems. In this study, an enhanced, dedicated, large-scale site-specific quantitative N-glycoproteomics workflow has been established, which includes improved specific extraction of membrane-bound glycoproteins using the filter aided sample preparation (FASP) method, enhanced enrichment of N-glycopeptides using sequential hydrophilic interaction liquid chromatography (HILIC) and multi-lectin affinity (MLA) enrichment, site-specific N-glycopeptide characterization enabled by EThcD, relative quantitation utilizing isobaric N,N-dimethyl leucine (DiLeu) tags and automated FDR-based large-scale data analysis by Byonic. For the first time, our study shows that HILIC complements to a very large extent to MLA enrichment with only 20% overlapping in enriching intact N-glycopeptides. When applying the developed workflow to site-specific N-glycoproteome study in PANC1 cells, we were able to identify 1067 intact N-glycopeptides, representing 311 glycosylation sites and 88 glycan compositions from 205 glycoproteins. We further applied this approach to study the glycosylation alterations in PKM2 knockout cells vs. parental breast cancer cells and revealed altered N-glycoprotein/N-glycopeptide patterns and very different glycosylation microheterogeneity for different types of glycans. To obtain a more comprehensive map of glycoprotein alterations, N-glycopeptides after treatment with PNGase F were also analyzed. A total of 484 deglycosylated peptides were quantified, among which 81 deglycosylated peptides from 70 glycoproteins showed significant changes. KEGG pathway analysis revealed that the PI3K/Akt signaling pathway was highly enriched, which provided evidence to support the previous finding that PKM2 knockdown cancer cells rely on activation of Akt for their survival. With glycosylation being one of the most important signaling modulators, our results provide additional evidence that signaling pathways are closely regulated by metabolism.

[1]  Lingjun Li,et al.  Recent advances in ion mobility-mass spectrometry for improved structural characterization of glycans and glycoconjugates. , 2018, Current opinion in chemical biology.

[2]  M. Mann,et al.  Universal sample preparation method for proteome analysis , 2009, Nature Methods.

[3]  Karl Mechtler,et al.  Unambiguous Phosphosite Localization using Electron-Transfer/Higher-Energy Collision Dissociation (EThcD) , 2013, Journal of proteome research.

[4]  Aneeka M Hancock,et al.  Glycoproteomics in neurodegenerative diseases. , 2010, Mass spectrometry reviews.

[5]  Lingjun Li,et al.  Mass Defect-Based N,N-Dimethyl Leucine Labels for Quantitative Proteomics and Amine Metabolomics of Pancreatic Cancer Cells. , 2017, Analytical chemistry.

[6]  D. Tang,et al.  PKM2, a Central Point of Regulation in Cancer Metabolism , 2013, International journal of cell biology.

[7]  G. Hart,et al.  The Coactivator of Transcription CREB-binding Protein Interacts Preferentially with the Glycosylated Form of Stat5* , 2004, Journal of Biological Chemistry.

[8]  Nicolle H. Packer,et al.  Maturing Glycoproteomics Technologies Provide Unique Structural Insights into the N-glycoproteome and Its Regulation in Health and Disease* , 2016, Molecular & Cellular Proteomics.

[9]  C. Couldrey,et al.  Metastases: the glycan connection , 2000, Breast Cancer Research.

[10]  Florian Gnad,et al.  Mapping N-glycosylation sites across seven evolutionarily distant species reveals a divergent substrate proteome despite a common core machinery. , 2012, Molecular cell.

[11]  Pier Paolo Pandolfi,et al.  The Multiple Roles of PTEN in Tumor Suppression , 2000, Cell.

[12]  Albert J R Heck,et al.  Toward full peptide sequence coverage by dual fragmentation combining electron-transfer and higher-energy collision dissociation tandem mass spectrometry. , 2012, Analytical chemistry.

[13]  S. Hakomori Tumor malignancy defined by aberrant glycosylation and sphingo(glyco)lipid metabolism. , 1996, Cancer research.

[14]  S. Mazurek Pyruvate kinase type M2: a key regulator of the metabolic budget system in tumor cells. , 2011, The international journal of biochemistry & cell biology.

[15]  K. Ohtsubo,et al.  Core fucose and bisecting GlcNAc, the direct modifiers of the N-glycan core: their functions and target proteins. , 2009, Carbohydrate research.

[16]  L. Buhse,et al.  Direct approach for qualitative and quantitative characterization of glycoproteins using tandem mass tags and an LTQ Orbitrap XL electron transfer dissociation hybrid mass spectrometer. , 2013, Analytical chemistry.

[17]  Cheng Chang,et al.  N‐linked glycoproteome profiling of human serum using tandem enrichment and multiple fraction concatenation , 2013, Electrophoresis.

[18]  Xinmiao Liang,et al.  Efficient enrichment of glycopeptides using phenylboronic acid polymer brush modified silica microspheres. , 2014, Journal of materials chemistry. B.

[19]  M. Larsen,et al.  Exploring the Sialiome Using Titanium Dioxide Chromatography and Mass Spectrometry *S , 2007, Molecular & Cellular Proteomics.

[20]  R. Lüllmann-Rauch,et al.  Accumulation of autophagic vacuoles and cardiomyopathy in LAMP-2-deficient mice , 2000, Nature.

[21]  J. Hirabayashi Lectin-based structural glycomics: Glycoproteomics and glycan profiling , 2004, Glycoconjugate Journal.

[22]  K. Kent,et al.  Evaluation and Application of Dimethylated Amino Acids as Isobaric Tags for Quantitative Proteomics of the TGF-β/Smad3 Signaling Pathway. , 2016, Journal of proteome research.

[23]  Xiaodong Qin,et al.  Activation of Akt protects cancer cells from growth inhibition induced by PKM2 knockdown , 2014, Cell & Bioscience.

[24]  John Yu,et al.  Fucosylation of LAMP-1 and LAMP-2 by FUT1 correlates with lysosomal positioning and autophagic flux of breast cancer cells , 2016, Cell Death and Disease.

[25]  N. Packer,et al.  Complementary LC-MS/MS-Based N-Glycan, N-Glycopeptide, and Intact N-Glycoprotein Profiling Reveals Unconventional Asn71-Glycosylation of Human Neutrophil Cathepsin G , 2015, Biomolecules.

[26]  Jakob Bunkenborg,et al.  A new strategy for identification of N-glycosylated proteins and unambiguous assignment of their glycosylation sites using HILIC enrichment and partial deglycosylation. , 2004, Journal of proteome research.

[27]  S. Pinho,et al.  Glycosylation in cancer: mechanisms and clinical implications , 2015, Nature Reviews Cancer.

[28]  O. Jensen,et al.  Assessment of lectin and HILIC based enrichment protocols for characterization of serum glycoproteins by mass spectrometry. , 2008, Journal of proteomics.

[29]  U. Brinck,et al.  L- and M2- pyruvate kinase expression in renal cell carcinomas and their metastases , 2004, Virchows Archiv.

[30]  P. Rudd,et al.  Altered Glycosylation in Tumours Focused to Cancer Diagnosis , 2009, Disease markers.

[31]  I. Ong,et al.  PKM2 methylation by CARM1 activates aerobic glycolysis to promote tumorigenesis , 2017, Nature Cell Biology.

[32]  S. Grinstein,et al.  LAMP proteins are required for fusion of lysosomes with phagosomes , 2007, The EMBO journal.

[33]  D. Sabatini,et al.  Cancer Cell Metabolism: Warburg and Beyond , 2008, Cell.

[34]  J. Smeekens,et al.  A Universal Chemical Enrichment Method for Mapping the Yeast N-glycoproteome by Mass Spectrometry (MS)* , 2014, Molecular & Cellular Proteomics.

[35]  Lingjun Li,et al.  Development of a hydrophilic interaction liquid chromatography coupled with matrix-assisted laser desorption/ionization-mass spectrometric imaging platform for N-glycan relative quantitation using stable-isotope labeled hydrazide reagents , 2017, Analytical and Bioanalytical Chemistry.

[36]  Nicolle H Packer,et al.  Advances in LC-MS/MS-based glycoproteomics: getting closer to system-wide site-specific mapping of the N- and O-glycoproteome. , 2014, Biochimica et biophysica acta.

[37]  K. Kent,et al.  Improving data quality and preserving HCD-generated reporter ions with EThcD for isobaric tag-based quantitative proteomics and proteome-wide PTM studies. , 2017, Analytica chimica acta.

[38]  Robert J. Chalkley,et al.  Tissue-Specific Glycosylation at the Glycopeptide Level* , 2015, Molecular & Cellular Proteomics.

[39]  E. Li,et al.  Sensitive and Precise Characterization of Combinatorial Histone Modifications by Selective Derivatization Coupled with RPLC-EThcD-MS/MS. , 2017, Journal of proteome research.

[40]  A. Deelder,et al.  Protein glycosylation analyzed by normal-phase nano-liquid chromatography--mass spectrometry of glycopeptides. , 2005, Analytical chemistry.

[41]  B. Domon,et al.  A systematic nomenclature for carbohydrate fragmentations in FAB-MS/MS spectra of glycoconjugates , 1988, Glycoconjugate Journal.

[42]  T. Springer,et al.  Remodeling of the lectin–EGF-like domain interface in P- and L-selectin increases adhesiveness and shear resistance under hydrodynamic force , 2006, Nature Immunology.

[43]  Jason W. Locasale,et al.  Evidence for an Alternative Glycolytic Pathway in Rapidly Proliferating Cells , 2010, Science.

[44]  Florian Gnad,et al.  Precision Mapping of an In Vivo N-Glycoproteome Reveals Rigid Topological and Sequence Constraints , 2010, Cell.

[45]  Lingjun Li,et al.  Development and characterization of novel 8-plex DiLeu isobaric labels for quantitative proteomics and peptidomics. , 2015, Rapid communications in mass spectrometry : RCM.

[46]  J. Dennis,et al.  Regulation of Cytokine Receptors by Golgi N-Glycan Processing and Endocytosis , 2004, Science.

[47]  O. Warburg,et al.  THE METABOLISM OF TUMORS IN THE BODY , 1927, The Journal of general physiology.

[48]  K. Wellen,et al.  A two-way street: reciprocal regulation of metabolism and signalling , 2012, Nature Reviews Molecular Cell Biology.

[49]  T. Mak,et al.  Regulation of cancer cell metabolism , 2011, Nature Reviews Cancer.

[50]  Hui Zhang,et al.  Integrated Proteomic and Glycoproteomic Analyses of Prostate Cancer Cells Reveal Glycoprotein Alteration in Protein Abundance and Glycosylation* , 2015, Molecular & Cellular Proteomics.

[51]  Yulin Deng,et al.  Brush polymer modified and lectin immobilized core-shell microparticle for highly efficient glycoprotein/glycopeptide enrichment. , 2013, Talanta.

[52]  K. Kent,et al.  Electron-Transfer/Higher-Energy Collision Dissociation (EThcD)-Enabled Intact Glycopeptide/Glycoproteome Characterization , 2017, Journal of The American Society for Mass Spectrometry.

[53]  R. Dwek,et al.  The role of IgG glycoforms in the pathogenesis of rheumatoid arthritis , 2005, Springer Seminars in Immunopathology.

[54]  Susan J Fisher,et al.  Sweetening the pot: adding glycosylation to the biomarker discovery equation. , 2010, Clinical chemistry.

[55]  H. Grimm,et al.  Tumor M2-pyruvate kinase in lung cancer patients: immunohistochemical detection and disease monitoring. , 2002, Anticancer research.

[56]  H. Zou,et al.  A simple integrated system for rapid analysis of sialic‐acid‐containing N‐glycopeptides from human serum , 2013, Proteomics.

[57]  Hoguen Kim,et al.  Abundance-ratio-based semiquantitative analysis of site-specific N-linked glycopeptides present in the plasma of hepatocellular carcinoma patients. , 2014, Journal of proteome research.

[58]  K. von Figura,et al.  Role of LAMP-2 in lysosome biogenesis and autophagy. , 2002, Molecular biology of the cell.

[59]  Yanlong Ji,et al.  Evaluation of Different N-Glycopeptide Enrichment Methods for N-Glycosylation Sites Mapping in Mouse Brain. , 2016, Journal of proteome research.

[60]  T. Nakagawa,et al.  Biological function of fucosylation in cancer biology. , 2007, Journal of biochemistry.

[61]  K. Biemann Appendix 5. Nomenclature for peptide fragment ions (positive ions). , 1990, Methods in enzymology.

[62]  Ru Wei,et al.  The M2 splice isoform of pyruvate kinase is important for cancer metabolism and tumour growth , 2008, Nature.

[63]  M. Fukuda,et al.  Assignment of O-glycan attachment sites to the hinge-like regions of human lysosomal membrane glycoproteins lamp-1 and lamp-2. , 1993, Archives of biochemistry and biophysics.

[64]  P. Marker,et al.  Custom 4-Plex DiLeu Isobaric Labels Enable Relative Quantification of Urinary Proteins in Men with Lower Urinary Tract Symptoms (LUTS) , 2015, PloS one.

[65]  P. Højrup,et al.  Utilizing ion-pairing hydrophilic interaction chromatography solid phase extraction for efficient glycopeptide enrichment in glycoproteomics. , 2010, Analytical chemistry.

[66]  A. Podtelejnikov,et al.  Screening for N‐glycosylated proteins by liquid chromatography mass spectrometry , 2004, Proteomics.

[67]  O. Warburg [Origin of cancer cells]. , 1956, Oncologia.

[68]  K. Kent,et al.  Characterization of intact sialylated glycopeptides and phosphorylated glycopeptides from IMAC enriched samples by EThcD fragmentation: Toward combining phosphoproteomics and glycoproteomics , 2017 .

[69]  Ruedi Aebersold,et al.  Identification and quantification of N-linked glycoproteins using hydrazide chemistry, stable isotope labeling and mass spectrometry , 2003, Nature Biotechnology.

[70]  M. Mann,et al.  N-linked Glycosylation Enrichment for In-depth Cell Surface Proteomics of Diffuse Large B-cell Lymphoma Subtypes* , 2013, Molecular & Cellular Proteomics.

[71]  Alexandre M J J Bonvin,et al.  Extended O-GlcNAc on HLA Class-I-Bound Peptides. , 2015, Journal of the American Chemical Society.

[72]  M. Fukuda,et al.  The polylactosaminoglycans of human lysosomal membrane glycoproteins lamp-1 and lamp-2. Localization on the peptide backbones. , 1990, The Journal of biological chemistry.

[73]  Lingjun Li,et al.  Capillary Electrophoresis-Electrospray Ionization-Mass Spectrometry for Quantitative Analysis of Glycans Labeled with Multiplex Carbonyl-Reactive Tandem Mass Tags. , 2015, Analytical chemistry.

[74]  Chien-Yu Chen,et al.  Sialylation and fucosylation of epidermal growth factor receptor suppress its dimerization and activation in lung cancer cells , 2011, Proceedings of the National Academy of Sciences.

[75]  J. Rabinowitz,et al.  Pyruvate kinase M2 promotes de novo serine synthesis to sustain mTORC1 activity and cell proliferation , 2012, Proceedings of the National Academy of Sciences.

[76]  K. Ohtsubo,et al.  Hypoxic regulation of glycosylation via the N-acetylglucosamine cycle , 2010, Journal of clinical biochemistry and nutrition.

[77]  H. Nielsen,et al.  Investigating the biomarker potential of glycoproteins using comparative glycoprofiling - application to tissue inhibitor of metalloproteinases-1. , 2008, Biochimica et biophysica acta.

[78]  Lingjun Li,et al.  N,N-dimethyl leucines as novel isobaric tandem mass tags for quantitative proteomics and peptidomics. , 2010, Analytical chemistry.

[79]  D. Graves,et al.  Advanced Glycation End Products Enhance Expression of Pro-apoptotic Genes and Stimulate Fibroblast Apoptosis through Cytoplasmic and Mitochondrial Pathways* , 2005, Journal of Biological Chemistry.

[80]  Martin R Larsen,et al.  Chemical deamidation: a common pitfall in large-scale N-linked glycoproteomic mass spectrometry-based analyses. , 2012, Journal of proteome research.

[81]  Lingjun Li,et al.  High-Resolution Enabled 12-Plex DiLeu Isobaric Tags for Quantitative Proteomics , 2014, Analytical chemistry.

[82]  N. Packer,et al.  Structural analysis of glycoprotein sialylation – Part I: pre-LC-MS analytical strategies , 2013 .