Journal of The American Society for Mass Spectrometry

, Volume 28, Issue 9, pp 1751–1764 | Cite as

Electron-Transfer/Higher-Energy Collision Dissociation (EThcD)-Enabled Intact Glycopeptide/Glycoproteome Characterization

  • Qing Yu
  • Bowen Wang
  • Zhengwei Chen
  • Go Urabe
  • Matthew S. Glover
  • Xudong Shi
  • Lian-Wang Guo
  • K. Craig Kent
  • Lingjun Li
Focus: Using Electrons and Radical Chemistry to Characterize Biological Molecules: Research Article

Abstract

Protein glycosylation, one of the most heterogeneous post-translational modifications, can play a major role in cellular signal transduction and disease progression. Traditional mass spectrometry (MS)-based large-scale glycoprotein sequencing studies heavily rely on identifying enzymatically released glycans and their original peptide backbone separately, as there is no efficient fragmentation method to produce unbiased glycan and peptide product ions simultaneously in a single spectrum, and that can be conveniently applied to high throughput glycoproteome characterization, especially for N-glycopeptides, which can have much more branched glycan side chains than relatively less complex O-linked glycans. In this study, a redefined electron-transfer/higher-energy collision dissociation (EThcD) fragmentation scheme is applied to incorporate both glycan and peptide fragments in one single spectrum, enabling complete information to be gathered and great microheterogeneity details to be revealed. Fetuin was first utilized to prove the applicability with 19 glycopeptides and corresponding five glycosylation sites identified. Subsequent experiments tested its utility for human plasma N-glycoproteins. Large-scale studies explored N-glycoproteomics in rat carotid arteries over the course of restenosis progression to investigate the potential role of glycosylation. The integrated fragmentation scheme provides a powerful tool for the analysis of intact N-glycopeptides and N-glycoproteomics. We also anticipate this approach can be readily applied to large-scale O-glycoproteome characterization.

Graphical Abstract

Keywords

Glycopeptide Electron-transfer dissociation EThCD High-energy collision dissociation Glycoproteomics Glycosylation 

Notes

Acknowledgements

This research was supported in part by the National Institutes of Health grants R21AG055377, R01 DK071801 (to L.L.), R01 HL133665 (to L.W.G.), and NIH R01 HL068673 (to K.C.K.). The Orbitrap instruments were purchased through the support of an NIH shared instrument grant (NIH-NCRR S10RR029531) and Office of the Vice Chancellor for Research and Graduate Education at the University of Wisconsin-Madison. L.L. acknowledges a Vilas Distinguished Achievement Professorship and a Janis Apinis Professorship with funding provided by the Wisconsin Alumni Research Foundation and University of Wisconsin-Madison School of Pharmacy. M.S.G. acknowledges a postdoctoral fellowship supported by the National Institutes of Health, under Ruth L. Kirschstein National Research Service Award T32 HL 007936 from the National Heart Lung and Blood Institute to the University of Wisconsin-Madison Cardiovascular Research Center. The authors acknowledge Dr. Andrew Alpert from PolyLC Inc. for generous gift of the PolyHYDROXYETHYL A material. We also wish to thank Dr. Marshall Bern from Protein Metrics for providing access to Byonic software package.

Supplementary material

13361_2017_1701_MOESM1_ESM.xlsx (1.7 mb)
ESM 1 (XLSX 1695 kb)
13361_2017_1701_MOESM2_ESM.pdf (221 kb)
ESM 2 (PDF 220 kb)

References

  1. 1.
    Apweiler, R., Hermjakob, H., Sharon, N.: On the frequency of protein glycosylation, as deduced from analysis of the SWISS-PROT database. Bioch. Biophy. Acta 1473, 4–8 (1999)CrossRefGoogle Scholar
  2. 2.
    Spiro, R.G.: Protein glycosylation: nature, distribution, enzymatic formation, and disease implications of glycopeptide bonds. Glycobiology 12, 43R–56R (2002)CrossRefGoogle Scholar
  3. 3.
    Haltiwanger, R.S., Lowe, J.B.: Role of glycosylation in development. Annu. Rev. Biochem. 73, 491–537 (2004)CrossRefGoogle Scholar
  4. 4.
    Moremen, K.W., Tiemeyer, M., Nairn, A.V.: Vertebrate protein glycosylation: diversity, synthesis, and function. Nat. Rev. Mol. Cell Biol. 13, 448–462 (2012)CrossRefGoogle Scholar
  5. 5.
    Varki, A. II.: Essentials of Glycobiology, 2nd edition. Cold Spring Harbor Laboratory Press: Cold Spring Harbor, NY (2009)Google Scholar
  6. 6.
    Thaysen-Andersen, M., Packer, N.H.: Advances in LC-MS/MS-based glycoproteomics: getting closer to system-wide site-specific mapping of the N- and O-glycoproteome. Bioch. Biophys. Acta 1844, 1437–1452 (2014)Google Scholar
  7. 7.
    Lazar, I.M., Deng, J., Ikenishi, F., Lazar, A.C.: Exploring the glycoproteomics landscape with advanced MS technologies. Electrophoresis 36, 225–237 (2015)CrossRefGoogle Scholar
  8. 8.
    Chen, W., Smeekens, J.M., Wu, R.: A universal chemical enrichment method for mapping the yeast N-glycoproteome by mass spectrometry (MS). Mol. Cell. Proteom. 13, 1563–1572 (2014)CrossRefGoogle Scholar
  9. 9.
    Tian, Y., Zhou, Y., Elliott, S., Aebersold, R., Zhang, H.: Solid-phase extraction of N-linked glycopeptides. Nat. Protoc. 2, 334–339 (2007)CrossRefGoogle Scholar
  10. 10.
    Sun, S., Shah, P., Eshghi, S.T., Yang, W., Trikannad, N., Yang, S., Chen, L., Aiyetan, P., Hoti, N., Zhang, Z., Chan, D.W., Zhang, H.: Comprehensive analysis of protein glycosylation by solid-phase extraction of N-linked glycans and glycosite-containing peptides. Nat. Biotechnol. 34, 84–88 (2016)CrossRefGoogle Scholar
  11. 11.
    Kolarich, D., Jensen, P.H., Altmann, F., Packer, N.H.: Determination of site-specific glycan heterogeneity on glycoproteins. Nat. Protoc. 7, 1285–1298 (2012)CrossRefGoogle Scholar
  12. 12.
    Kaji, H., Yamauchi, Y., Takahashi, N., Isobe, T.: Mass spectrometric identification of N-linked glycopeptides using lectin-mediated affinity capture and glycosylation site-specific stable isotope tagging. Nat. Protoc. 1, 3019–3027 (2007)CrossRefGoogle Scholar
  13. 13.
    Zhu, Z., Desaire, H.: Carbohydrates on proteins: site-specific glycosylation analysis by mass spectrometry. Annu. Rev. Anal. Chem. (Palo Alto, CA) 8, 463–483 (2015)CrossRefGoogle Scholar
  14. 14.
    Thaysen-Andersen, M., Packer, N.H., Schulz, B.L.: Maturing glycoproteomics technologies provide unique structural insights into the N-glycoproteome and its regulation in health and disease. Mol. Cell. Proteom. 15, 1773–1790 (2016)CrossRefGoogle Scholar
  15. 15.
    Alley Jr., W.R., Mann, B.F., Novotny, M.V.: High-sensitivity analytical approaches for the structural characterization of glycoproteins. Chem. Rev. 113, 2668–2732 (2013)CrossRefGoogle Scholar
  16. 16.
    Dalpathado, D.S., Desaire, H.: Glycopeptide analysis by mass spectrometry. Analyst 133, 731–738 (2008)CrossRefGoogle Scholar
  17. 17.
    Leymarie, N., Zaia, J.: Effective use of mass spectrometry for glycan and glycopeptide structural analysis. Anal. Chem. 84, 3040–3048 (2012)CrossRefGoogle Scholar
  18. 18.
    Hart-Smith, G., Raftery, M.J.: Detection and characterization of low abundance glycopeptides via higher-energy C-trap dissociation and orbitrap mass analysis. J. Am. Soc. Mass Spectrom. 23, 124–140 (2012)CrossRefGoogle Scholar
  19. 19.
    Jahouh, F., Hou, S.J., Kovac, P., Banoub, J.H.: Determination of the glycation sites of Bacillus anthracis neoglycoconjugate vaccine by MALDI-TOF/TOF-CID-MS/MS and LC-ESI-QqTOF-tandem mass spectrometry. J. Mass Spectrom. 46, 993–1003 (2011)CrossRefGoogle Scholar
  20. 20.
    Demian, W.L., Kottari, N., Shiao, T.C., Randell, E., Roy, R., Banoub, J.H.: Direct targeted glycation of the free sulfhydryl group of cysteine residue (Cys-34) of BSA. mapping of the glycation sites of the anti-tumor Thomsen-Friedenreich neoglycoconjugate vaccine prepared by Michael addition reaction. J. Mass Spectrom. 49, 1223–1233 (2014)CrossRefGoogle Scholar
  21. 21.
    Zhu, Z., Su, X., Clark, D.F., Go, E.P., Desaire, H.: Characterizing O-linked glycopeptides by electron transfer dissociation: fragmentation rules and applications in data analysis. Anal. Chem. 85, 8403–8411 (2013)CrossRefGoogle Scholar
  22. 22.
    Chandler, K.B., Pompach, P., Goldman, R., Edwards, N.: Exploring site-specific n-glycosylation microheterogeneity of haptoglobin using glycopeptide CID tandem mass spectra and glycan database search. J. Proteome Res. 12, 3652–3666 (2013)CrossRefGoogle Scholar
  23. 23.
    Bourgoin-Voillard, S., Leymarie, N., Costello, C.E.: Top-down tandem mass spectrometry on RNase A and B using a Qh/FT-ICR hybrid mass spectrometer. Proteomics 14, 1174–1184 (2014)CrossRefGoogle Scholar
  24. 24.
    Nicolardi, S., van der Burgt, Y.E., Dragan, I., Hensbergen, P.J., Deelder, A.M.: Identification of new apolipoprotein-CIII glycoforms with ultrahigh resolution MALDI-FTICR mass spectrometry of human sera. J. Proteome Res. 12, 2260–2268 (2013)CrossRefGoogle Scholar
  25. 25.
    Giangrande, C., Auberger, N., Rentier, C., Papini, A.M., Mallet, J.M., Lavielle, S., Vinh, J.: Multi-stage mass spectrometry analysis of sugar-conjugated beta-turn structures to be used as probes in autoimmune diseases. J. Am. Soc. Mass Spectrom. 27, 735–747 (2016)CrossRefGoogle Scholar
  26. 26.
    Hsiao, H.H., Urlaub, H.: Pseudo-neutral-loss scan for selective detection of phosphopeptides and N-glycopeptides using liquid chromatography coupled with a hybrid linear ion-trap/orbitrap mass spectrometer. Proteomics 10, 3916–3921 (2010)CrossRefGoogle Scholar
  27. 27.
    Segu, Z.M., Mechref, Y.: Characterizing protein glycosylation sites through higher-energy C-trap dissociation. Rapid Commun. Mass Spectrom. 24, 1217–1225 (2010)CrossRefGoogle Scholar
  28. 28.
    Medzihradszky, K.F., Gillece-Castro, B.L., Settineri, C.A., Townsend, R.R., Masiarz, F.R., Burlingame, A.L.: Structure determination of O-linked glycopeptides by tandem mass spectrometry. Biomed. Environ. Mass Spectrom. 19, 777–781 (1990)CrossRefGoogle Scholar
  29. 29.
    Hinneburg, H., Stavenhagen, K., Schweiger-Hufnagel, U., Pengelley, S., Jabs, W., Seeberger, P.H., Silva, D.V., Wuhrer, M., Kolarich, D.: The Art of destruction: optimizing collision energies in quadrupole-time of flight (Q-TOF) instruments for glycopeptide-based glycoproteomics. J. Am. Soc. Mass Spectrom. 27, 507–519 (2016)CrossRefGoogle Scholar
  30. 30.
    Cao, L., Tolic, N., Qu, Y., Meng, D., Zhao, R., Zhang, Q.B., Moore, R.J., Zink, E.M., Lipton, M.S., Paga-Tolic, L., Wu, S.: Characterization of intact N- and O-linked glycopeptides using higher energy collisional dissociation. Anal. Biochem. 452, 96–102 (2014)CrossRefGoogle Scholar
  31. 31.
    Ye, H.P., Boyne, M.T., Buhse, L.F., Hill, J.: Direct approach for qualitative and quantitative characterization of glycoproteins using tandem mass tags and an LTQ Orbitrap XL electron transfer dissociation hybrid mass spectrometer. Anal. Chem. 85, 1531–1539 (2013)CrossRefGoogle Scholar
  32. 32.
    Zhou, W., Yao, N., Yao, G., Deng, C., Zhang, X., Yang, P.: Facile synthesis of aminophenylboronic acid-functionalized magnetic nanoparticles for selective separation of glycopeptides and glycoproteins. Chem. Commun. 5577–5579 (2008)Google Scholar
  33. 33.
    Yang, W., Shah, P., Toghi Eshghi, S., Yang, S., Sun, S., Ao, M., Rubin, A., Jackson, J.B., Zhang, H.: Glycoform analysis of recombinant and human immunodeficiency virus envelope protein gp120 via higher energy collisional dissociation and spectral-aligning strategy. Anal. Chem. 86, 6959–6967 (2014)CrossRefGoogle Scholar
  34. 34.
    Cheng, K., Chen, R., Seebun, D., Ye, M.L., Figeys, D., Zou, H.F.: Large-scale characterization of intact N-glycopeptides using an automated glycoproteomic method. J. Proteom. 110, 145–154 (2014)CrossRefGoogle Scholar
  35. 35.
    Zhao, P., Viner, R., Teo, C.F., Boons, G.J., Horn, D., Wells, L.: Combining high-energy C-trap dissociation and electron transfer dissociation for protein O-GlcNAc modification site assignment. J. Proteome Res. 10, 4088–4104 (2011)CrossRefGoogle Scholar
  36. 36.
    Darula, Z., Sherman, J., Medzihradszky, K.F.: How to dig deeper? Improved enrichment methods for mucin core-1 type glycopeptides. Mol. Cell. Proteom. 11, O111.016774 (2012)CrossRefGoogle Scholar
  37. 37.
    Hogan, J.M., Pitteri, S.J., Chrisman, P.A., McLuckey, S.A.: Complementary structural information from a tryptic N-linked glycopeptide via electron transfer ion/ion reactions and collision-induced dissociation. J. Proteome Res. 4, 628–632 (2005)CrossRefGoogle Scholar
  38. 38.
    Singh, C., Zampronio, C.G., Creese, A.J., Cooper, H.J.: Higher energy collision dissociation (HCD) product ion-triggered electron transfer dissociation (ETD) mass spectrometry for the analysis of N-linked glycoproteins. J. Proteome Res. 11, 4517–4525 (2012)CrossRefGoogle Scholar
  39. 39.
    Saba, J., Dutta, S., Hemenway, E., Viner, R.: Increasing the productivity of glycopeptides analysis by using higher-energy collision dissociation-accurate mass-product-dependent electron transfer dissociation. Int. J. Proteom. 2012, 7 (2012)Google Scholar
  40. 40.
    Frese, C.K., Altelaar, A.F., van den Toorn, H., Nolting, D., Griep-Raming, J., Heck, A.J., Mohammed, S.: Toward full peptide sequence coverage by dual fragmentation combining electron-transfer and higher-energy collision dissociation tandem mass spectrometry. Anal. Chem. 84, 9668–9673 (2012)CrossRefGoogle Scholar
  41. 41.
    Frese, C.K., Zhou, H.J., Taus, T., Altelaar, A.F.M., Mechter, K., Heck, A.J.R., Mohammed, S.: Unambiguous phosphosite localization using electron-transfer/higher-energy collision dissociation (EThcD). J. Proteome Res. 12, 1520–1525 (2013)CrossRefGoogle Scholar
  42. 42.
    Mommen, G.P., Frese, C.K., Meiring, H.D., van Gaans-van den Brink, J., de Jong, A.P., van Els, C.A., Heck, A.J.: Expanding the detectable HLA peptide repertoire using electron-transfer/higher-energy collision dissociation (EThcD). Proc. Natl. Acad. Sci. U. S. A. 111, 4507–4512 (2014)CrossRefGoogle Scholar
  43. 43.
    Parker, B.L., Thaysen-Andersen, M., Fazakerley, D.J., Holliday, M., Packer, N.H., James, D.E.: Terminal galactosylation and sialylation switching on membrane glycoproteins upon TNF-alpha-induced insulin resistance in adipocytes. Mol. Cell. Proteom. 15, 141–153 (2016)CrossRefGoogle Scholar
  44. 44.
    Marino, F., Bern, M., Mommen, G.P., Leney, A.C., van Gaans-van den Brink, J.A., Bonvin, A.M., Becker, C., van Els, C.A., Heck, A.J.: Extended O-GlcNAc on HLA class-I-bound peptides. J. Am. Chem. Soc. 137, 10922–10925 (2015)CrossRefGoogle Scholar
  45. 45.
    Guo, L.W., Wang, B., Goel, S.A., Little, C., Takayama, T., Shi, X.D., Roenneburg, D., DiRenzo, D., Kent, K.C.: Halofuginone stimulates adaptive remodeling and preserves re-endothelialization in balloon-injured rat carotid arteries. Circulation Cardiovasc. Interventions 7, 594–601 (2014)CrossRefGoogle Scholar
  46. 46.
    Wisniewski, J.R., Zougman, A., Nagaraj, N., Mann, M.: Universal sample preparation method for proteome analysis. Nat. Methods 6, 359–362 (2009)CrossRefGoogle Scholar
  47. 47.
    Zielinska, D.F., Gnad, F., Wisniewski, J.R., Mann, M.: Precision mapping of an in vivo N-glycoproteome reveals rigid topological and sequence constraints. Cell 141, 897–907 (2010)CrossRefGoogle Scholar
  48. 48.
    Zielinska, D.F., Gnad, F., Schropp, K., Wisniewski, J.R., Mann, M.: Mapping N-glycosylation sites across seven evolutionarily distant species reveals a divergent substrate proteome despite a common core machinery. Mol. Cell 46, 542–548 (2012)CrossRefGoogle Scholar
  49. 49.
    Deeb, S.J., Cox, J., Schmidt-Supprian, M., Mann, M.: N-linked glycosylation enrichment for in-depth cell surface proteomics of diffuse large B-cell lymphoma subtypes. Mol. Cell. Proteom. 13, 240–251 (2014)CrossRefGoogle Scholar
  50. 50.
    Zhang, C., Ye, Z., Xue, P., Shu, Q., Zhou, Y., Ji, Y., Fu, Y., Wang, J., Yang, F.: Evaluation of cifferent N-glycopeptide enrichment methods for N-glycosylation sites mapping in mouse brain. J. Proteome Res. 15, 2960–2968 (2016)CrossRefGoogle Scholar
  51. 51.
    Rose, C.M., Rush, M.J., Riley, N.M., Merrill, A.E., Kwiecien, N.W., Holden, D.D., Mullen, C., Westphall, M.S., Coon, J.J.: A calibration routine for efficient ETD in large-scale proteomics. J. Am. Soc. Mass Spectrom. 26, 1848–1857 (2015)CrossRefGoogle Scholar
  52. 52.
    Bern, M., Kil, Y.J., Becker, C.: Byonic: advanced peptide and protein identification software. Current protocols in bioinformatics/editoral board, Andreas D. Baxevanis … [et al.]. Chapter 13, Unit13 20 (2012)Google Scholar
  53. 53.
    Medzihradszky, K.F., Kaasik, K., Chalkley, R.J.: Tissue-specific glycosylation at the glycopeptide level. Mol. Cell. Proteom. 14, 2103–2110 (2015)CrossRefGoogle Scholar
  54. 54.
    Wu, S.W., Pu, T.H., Viner, R., Khoo, K.H.: Novel LC-MS(2) product-dependent parallel data acquisition function and data analysis workflow for sequencing and identification of intact glycopeptides. Anal. Chem. 86, 5478–5486 (2014)CrossRefGoogle Scholar
  55. 55.
    Hoffmann, M., Marx, K., Reichl, U., Wuhrer, M., Rapp, E.: Site-specific O-glycosylation analysis of human blood plasma proteins. Mol. Cell. Proteom. 15, 624–641 (2016)CrossRefGoogle Scholar
  56. 56.
    Mysling, S., Palmisano, G., Hojrup, P., Thaysen-Andersen, M.: Utilizing ion-pairing hydrophilic interaction chromatography solid phase extraction for efficient glycopeptide enrichment in glycoproteomics. Anal. Chem. 82, 5598–5609 (2010)CrossRefGoogle Scholar
  57. 57.
    Peterman, S.M., Mulholland, J.J.: A novel approach for identification and characterization of glycoproteins using a hybrid linear ion trap/FT-ICR mass spectrometer. J. Am. Soc. Mass Spectrpm. 17, 168–179 (2006)CrossRefGoogle Scholar
  58. 58.
    Hagglund, P., Bunkenborg, J., Elortza, F., Jensen, O.N., Roepstorff, P.: A new strategy for identification of N-glycosylated proteins and unambiguous assignment of their glycosylation sites using HILIC enrichment and partial deglycosylation. J. Proteome Res. 3, 556–566 (2004)CrossRefGoogle Scholar
  59. 59.
    Ritchie, M.A., Gill, A.C., Deery, M.J., Lilley, K.: Precursor ion scanning for detection and structural characterization of heterogeneous glycopeptide mixtures. J. Am. Soc. Mass Spectrom. 13, 1065–1077 (2002)CrossRefGoogle Scholar
  60. 60.
    Windwarder, M., Altmann, F.: Site-specific analysis of the O-glycosylation of bovine fetuin by electron-transfer dissociation mass spectrometry. J. Proteom. 108, 258–268 (2014)CrossRefGoogle Scholar
  61. 61.
    Huang, L.J., Lin, J.H., Tsai, J.H., Chu, Y.Y., Chen, Y.W., Chen, S.L., Chen, S.H.: Identification of protein O-glycosylation site and corresponding glycans using liquid chromatography-tandem mass spectrometry via mapping accurate mass and retention time shift. J. Chromatogr. A 1371, 136–145 (2014)CrossRefGoogle Scholar
  62. 62.
    Jia, W., Lu, Z., Fu, Y., Wang, H.P., Wang, L.H., Chi, H., Yuan, Z.F., Zheng, Z.B., Song, L.N., Han, H.H., Liang, Y.M., Wang, J.L., Cai, Y., Zhang, Y.K., Deng, Y.L., Ying, W.T., He, S.M., Qian, X.H.: A strategy for precise and large scale identification of core fucosylated glycoproteins. Mol. Cell. Proteom. 8, 913–923 (2009)CrossRefGoogle Scholar
  63. 63.
    Hagglund, P., Matthiesen, R., Elortza, F., Hojrup, P., Roepstorff, P., Jensen, O.N., Bunkenborg, J.: An enzymatic deglycosylation scheme enabling identification of core fucosylated N-glycans and O-glycosylation site mapping of human plasma proteins. J. Proteome Res. 6, 3021–3031 (2007)CrossRefGoogle Scholar
  64. 64.
    Liu, T., Qian, W.J., Gritsenko, M.A., Camp II, D.G., Monroe, M.E., Moore, R.J., Smith, R.D.: Human plasma N-glycoproteome analysis by immunoaffinity subtraction, hydrazide chemistry, and mass spectrometry. J. Proteome Res. 4, 2070–2080 (2005)CrossRefGoogle Scholar
  65. 65.
    Wang, J., Zhou, C., Zhang, W., Yao, J., Lu, H., Dong, Q., Zhou, H., Qin, L.: An integrative strategy for quantitative analysis of the N-glycoproteome in complex biological samples. Proteome Sci. 12, 4 (2014)CrossRefGoogle Scholar
  66. 66.
    Zhao, J., Qiu, W.L., Simeone, D.M., Lubman, D.M.: N-linked glycosylation profiling of pancreatic cancer serum using capillary liquid phase separation coupled with mass spectrometric analysis. J. Proteome Res. 6, 1126–1138 (2007)CrossRefGoogle Scholar
  67. 67.
    Nilsson, J., Ruetschi, U., Halim, A., Hesse, C., Carlsohn, E., Brinkmalm, G., Larson, G.: Enrichment of glycopeptides for glycan structure and attachment site identification. Nat. Methods 6, 809–811 (2009)CrossRefGoogle Scholar
  68. 68.
    Clerc, F., Reiding, K.R., Jansen, B.C., Kammeijer, G.S., Bondt, A., Wuhrer, M.: Human plasma protein N-glycosylation. Glycoconj. J. 33, 309–343 (2015)Google Scholar
  69. 69.
    Goel, S.A., Guo, L.W., Liu, B., Kent, K.C.: Mechanisms of post-intervention arterial remodelling. Cardiovasc. Res. 96, 363–371 (2012)CrossRefGoogle Scholar
  70. 70.
    Forte, A., Rinaldi, B., Berrino, L., Rossi, F., Galderisi, U., Cipollaro, M.: Novel potential targets for prevention of arterial restenosis: insights from the pre-clinical research. Clin. Sci. 127, 615–634 (2014)CrossRefGoogle Scholar
  71. 71.
    Lynch, M., Barallobre-Barreiro, J., Jahangiri, M., Mayr, M.: Vascular proteomics in metabolic and cardiovascular diseases. J. Int. Med. 280, 325–338 (2016)CrossRefGoogle Scholar
  72. 72.
    Yu, Q., Shi, X., Greer, T., Lietz, C.B., Kent, K.C., Li, L.: Evaluation and application of dimethylated amino acids as isobaric tags for quantitative proteomics of the TGF-beta/Smad3 signaling pathway. J. Proteome Res. 15, 3420–3431 (2016)CrossRefGoogle Scholar
  73. 73.
    Wang, B., Zhang, M., Takayama, T., Shi, X., Roenneburg, D.A., Kent, K.C., Guo, L.W.: BET bromodomain blockade mitigates intimal hyperplasia in rat carotid arteries. EBioMedicine 2, 1650–1661 (2015)CrossRefGoogle Scholar
  74. 74.
    Chen, S., Birk, D.E.: The regulatory roles of small leucine-rich proteoglycans in extracellular matrix assembly. FEBS J. 280, 2120–2137 (2013)CrossRefGoogle Scholar
  75. 75.
    Chen, R., Wang, F., Tan, Y., Sun, Z., Song, C., Ye, M., Wang, H., Zou, H.: Development of a combined chemical and enzymatic approach for the mass spectrometric identification and quantification of aberrant N-glycosylation. J. Proteom. 75, 1666–1674 (2012)CrossRefGoogle Scholar
  76. 76.
    Funderburgh, J.L., Funderburgh, M.L., Mann, M.M., Conrad, G.W.: Arterial lumican. Properties of a corneal-type keratan sulfate proteoglycan from bovine aorta. J. Biol. Chem. 266, 24773–24777 (1991)Google Scholar
  77. 77.
    Hultgardh-Nilsson, A., Boren, J., Chakravarti, S.: The small leucine-rich repeat proteoglycans in tissue repair and atherosclerosis. J. Internal Med. 278, 447–461 (2015)CrossRefGoogle Scholar
  78. 78.
    Onda, M., Ishiwata, T., Kawahara, K., Wang, R., Naito, Z., Sugisaki, Y.: Expression of lumican in thickened intima and smooth muscle cells in human coronary atherosclerosis. Experim. Mol. Pathol. 72, 142–149 (2002)CrossRefGoogle Scholar
  79. 79.
    Gu, G.R., Wan, F., Xue, Y., Cheng, W.Z., Zheng, H.Y., Zhao, Y., Fan, F., Han, Y., Tong, C.Y., Yao, C.L.: Lumican as a novel potential clinical indicator for acute aortic dissection: a comparative study, based on multi-slice computed tomography angiography. Experim. Therapeut. Med. 11, 923–928 (2016)Google Scholar
  80. 80.
    Li, X., Jiang, J., Zhao, X., Wang, J., Han, H., Zhao, Y., Peng, B., Zhong, R., Ying, W., Qian, X.: N-glycoproteome analysis of the secretome of human metastatic hepatocellular carcinoma cell lines combining hydrazide chemistry, HILIC enrichment and mass spectrometry. Plos One 8, e81921 (2013)CrossRefGoogle Scholar
  81. 81.
    Apweiler, R., Bairoch, A., Wu, C.H., Barker, W.C., Boeckmann, B., Ferro, S., Gasteiger, E., Huang, H., Lopez, R., Magrane, M., Martin, M.J., Natale, D.A., O'Donovan, C., Redaschi, N., Yeh, L.S.: UniProt: the Universal Protein knowledgebase. Nucleic Acids Res. 32, D115–119 (2004)CrossRefGoogle Scholar
  82. 82.
    Muratoglu, S.C., Belgrave, S., Lillis, A.P., Migliorini, M., Robinson, S., Smith, E., Zhang, L., Strickland, D.K.: Macrophage LRP1 suppresses neo-intima formation during vascular remodeling by modulating the TGF-beta signaling pathway. Plos One 6, e28846 (2011)CrossRefGoogle Scholar
  83. 83.
    Boucher, P., Gotthardt, M., Li, W.P., Anderson, R.G., Herz, J.: LRP: role in vascular wall integrity and protection from atherosclerosis. Science 300, 329–332 (2003)CrossRefGoogle Scholar
  84. 84.
    McCormick, L.M., Urade, R., Arakaki, Y., Schwartz, A.L., Bu, G.: Independent and cooperative roles of N-glycans and molecular chaperones in the folding and disulfide bond formation of the low-density lipoprotein (LDL) receptor-related protein. Biochemistry 44, 5794–5803 (2005)CrossRefGoogle Scholar
  85. 85.
    May, P., Bock, H.H., Nimpf, J., Herz, J.: Differential glycosylation regulates processing of lipoprotein receptors by γ-secretase. J. Biol. Chem. 278, 37386–37392 (2003)CrossRefGoogle Scholar
  86. 86.
    Zurhove, K., Nakajima, C., Herz, J., Bock, H.H., May, P.: γ-Secretase limits the inflammatory response through the processing of lrp1. Science Signaling 1, ra15 (2008)Google Scholar

Copyright information

© American Society for Mass Spectrometry 2017

Authors and Affiliations

  • Qing Yu
    • 1
  • Bowen Wang
    • 2
  • Zhengwei Chen
    • 3
  • Go Urabe
    • 2
  • Matthew S. Glover
    • 1
    • 4
  • Xudong Shi
    • 2
  • Lian-Wang Guo
    • 2
  • K. Craig Kent
    • 5
  • Lingjun Li
    • 1
    • 3
    • 4
  1. 1.School of PharmacyUniversity of WisconsinMadisonUSA
  2. 2.Department of SurgeryWisconsin Institutes for Medical ResearchMadisonUSA
  3. 3.Department of ChemistryUniversity of WisconsinMadisonUSA
  4. 4.Cardiovascular Research Center Training Program in Translational Cardiovascular ScienceUniversity of Wisconsin-MadisonMadisonUSA
  5. 5.The Ohio State University Wexner Medical CenterColumbusUSA

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