Abstract
Serum GP73 is a functional resident Golgi type II membrane protein with three potential N-glycosylation sites. In this study, we used multiple lectin assays to analyze glycan patterns of serum GP73 and evaluated its diagnostic value for distinguishing hepatocellular carcinoma (HCC) from liver cirrhosis (LC). Firstly, Antibody overlay lectin microarray and lectin blot were performed to observe altered glycans of GP73. Fucosylated structures were found to increase significantly in LC compared with HCC patients. Then, AAL ELISA assay using ELISA Index was utilized to measure fucosylation level of GP73 on its protein level (Fuc-GP73). ELISA Indices of 54 LC and 54 HCC patients was obtained and the area under the ROC curve (AUC) was 0.807 with a sensitivity of 85.2 % and a specificity of 63.0 % (cutoff of 3.182). In addition, combining Fuc-GP73 and AFP-L3 greatly improved the diagnostic accuracy (AUC = 0.953) and the diagnostic values were 94.4 % sensitivity at 88.9 % specificity. These data indicated that multiple lectin assays could contribute to pre-clinical evaluation of focused glycoprotein and Fuc-GP73 could act as a potential glycobiomarker complementary to AFP-L3 for discrimination of HCC from LC patients.
Similar content being viewed by others
References
Parkin, D.M., Bray, F., Ferlay, J., Pisani, P.: Global cancer statistics, 2002. CA Cancer J Clin 55(2), 74–108 (2005)
Jemal, A., Bray, F., Center, M.M., Ferlay, J., Ward, E., Forman, D.: Global cancer statistics. CA Cancer J Clin 61(2), 69–90 (2011). doi:10.3322/caac.20107
Clark, H.P., Carson, W.F., Kavanagh, P.V., Ho, C.P., Shen, P., Zagoria, R.J.: Staging and current treatment of hepatocellular carcinoma. Radiographics 25(Suppl 1), S3-S23 (2005). doi:10.1148/rg.25si055507
Yamamoto, K., Imamura, H., Matsuyama, Y., Kume, Y., Ikeda, H., Norman, G.L., Shums, Z., Aoki, T., Hasegawa, K., Beck, Y., Sugawara, Y., Kokudo, N.: AFP, AFP-L3, DCP, and GP73 as markers for monitoring treatment response and recurrence and as surrogate markers of clinicopathological variables of HCC. J Gastroenterol 45(12), 1272–1282 (2010). doi:10.1007/s00535-010-0278-5
Aoyagi, Y., Suzuki, Y., Igarashi, K., Saitoh, A., Oguro, M., Yokota, T., Mori, S., Nomoto, M., Isemura, M., Asakura, H.: The usefulness of simultaneous determinations of glucosaminylation and fucosylation indices of alpha-fetoprotein in the differential diagnosis of neoplastic diseases of the liver. Cancer 67(9), 2390–2394 (1991)
Miyoshi, E., Moriwaki, K., Nakagawa, T.: Biological function of fucosylation in cancer biology. J Biochem 143(6), 725–729 (2008). doi:10.1093/jb/mvn011
Aoyagi, Y., Isemura, M., Suzuki, Y., Sekine, C., Soga, K., Ozaki, T., Ichida, F.: Fucosylated alpha-fetoprotein as marker of early hepatocellular carcinoma. Lancet 2(8468), 1353–1354 (1985)
Taketa, K., Endo, Y., Sekiya, C., Tanikawa, K., Koji, T., Taga, H., Satomura, S., Matsuura, S., Kawai, T., Hirai, H.: A collaborative study for the evaluation of lectin-reactive alpha-fetoproteins in early detection of hepatocellular carcinoma. Cancer Res 53(22), 5419–5423 (1993)
Wu, J., Zhu, J., Yin, H., Buckanovich, R.J., Lubman, D.M.: Analysis of glycan variation on glycoproteins from serum by the reverse lectin-based ELISA assay. J Proteome Res 13(4), 2197–2204 (2014). doi:10.1021/pr401061c
Cho, W., Jung, K., Regnier, F.E.: Sialylated Lewis x antigen bearing glycoproteins in human plasma. J Proteome Res 9(11), 5960–5968 (2010). doi:10.1021/pr100747p
Saldova, R., Royle, L., Radcliffe, C.M., Abd, H.U., Evans, R., Arnold, J.N., Banks, R.E., Hutson, R., Harvey, D.J., Antrobus, R., Petrescu, S.M., Dwek, R.A., Rudd, P.M.: Ovarian cancer is associated with changes in glycosylation in both acute-phase proteins and IgG. Glycobiology 17(12), 1344–1356 (2007). doi:10.1093/glycob/cwm100
Block, T.M., Comunale, M.A., Lowman, M., Steel, L.F., Romano, P.R., Fimmel, C., Tennant, B.C., London, W.T., Evans, A.A., Blumberg, B.S., Dwek, R.A., Mattu, T.S., Mehta, A.S.: Use of targeted glycoproteomics to identify serum glycoproteins that correlate with liver cancer in woodchucks and humans. Proc Natl Acad Sci U S A 102(3), 779–784 (2005). doi:10.1073/pnas.0408928102
Kirmiz, C., Li, B., An, H.J., Clowers, B.H., Chew, H.K., Lam, K.S., Ferrige, A., Alecio, R., Borowsky, A.D., Sulaimon, S., Lebrilla, C.B., Miyamoto, S.: A serum glycomics approach to breast cancer biomarkers. Mol Cell Proteomics 6(1), 43–55 (2007). doi:10.1074/mcp.M600171-MCP200
Hakomori, S.: Glycosylation defining cancer malignancy: new wine in an old bottle. Proc Natl Acad Sci U S A 99(16), 10231–10233 (2002). doi:10.1073/pnas.172380699
Zhang, S., Liu, X., Kang, X., Sun, C., Lu, H., Yang, P., Liu, Y.: iTRAQ plus 18O: a new technique for target glycoprotein analysis. Talanta 91, 122–127 (2012). doi:10.1016/j.talanta.2012.01.033
Zhang, S., Shu, H., Luo, K., Kang, X., Zhang, Y., Lu, H., Liu, Y.: N-linked glycan changes of serum haptoglobin beta chain in liver disease patients. Mol Biosyst 7(5), 1621–1628 (2011). doi:10.1039/c1mb05020f
Zhang, S., Jiang, K., Sun, C., Lu, H., Liu, Y.: Quantitative analysis of site-specific N-glycans on sera haptoglobin beta chain in liver diseases. Acta Biochim Biophys Sin (Shanghai) 45(12), 1021–1029 (2013). doi:10.1093/abbs/gmt110
Kladney, R.D., Bulla, G.A., Guo, L., Mason, A.L., Tollefson, A.E., Simon, D.J., Koutoubi, Z., Fimmel, C.J.: GP73, a novel Golgi-localized protein upregulated by viral infection. Gene 249(1–2), 53–65 (2000)
Kladney, R.D., Cui, X., Bulla, G.A., Brunt, E.M., Fimmel, C.J.: Expression of GP73, a resident Golgi membrane protein, in viral and nonviral liver disease. Hepatology 35(6), 1431–1440 (2002). doi:10.1053/jhep.2002.32525
Drake, R.R., Schwegler, E.E., Malik, G., Diaz, J., Block, T., Mehta, A., Semmes, O.J.: Lectin capture strategies combined with mass spectrometry for the discovery of serum glycoprotein biomarkers. Mol Cell Proteomics 5(10), 1957–1967 (2006). doi:10.1074/mcp.M600176-MCP200
Ma, C., Zhang, Q., Qu, J., Zhao, X., Li, X., Liu, Y., Wang, P. G.: A precise approach in large scale core-fucosylated glycoprotein identification with low- and high-normalized collision energy. J Proteomics 114C(61–70 (2014). doi:10.1016/j.jprot.2014.09.001.
Kuno, A., Ikehara, Y., Tanaka, Y., Angata, T., Unno, S., Sogabe, M., Ozaki, H., Ito, K., Hirabayashi, J., Mizokami, M., Narimatsu, H.: Multilectin assay for detecting fibrosis-specific glyco-alteration by means of lectin microarray. Clin Chem 57(1), 48–56 (2011). doi:10.1373/clinchem.2010.151340
Kuno, A., Kato, Y., Matsuda, A., Kaneko, M.K., Ito, H., Amano, K., Chiba, Y., Narimatsu, H., Hirabayashi, J.: Focused differential glycan analysis with the platform antibody-assisted lectin profiling for glycan-related biomarker verification. Mol Cell Proteomics 8(1), 99–108 (2009). doi:10.1074/mcp.M800308-MCP200
Wu, J., Xie, X., Liu, Y., He, J., Benitez, R., Buckanovich, R.J., Lubman, D.M.: Identification and confirmation of differentially expressed fucosylated glycoproteins in the serum of ovarian cancer patients using a lectin array and LC-MS/MS. J Proteome Res 11(9), 4541–4552 (2012). doi:10.1021/pr300330z
Giannelli, G., Antonaci, S.: New frontiers in biomarkers for hepatocellular carcinoma. Dig Liver Dis 38(11), 854–859 (2006). doi:10.1016/j.dld.2006.05.007
Marrero, J.A., Romano, P.R., Nikolaeva, O., Steel, L., Mehta, A., Fimmel, C.J., Comunale, M.A., D’Amelio, A., Lok, A.S., Block, T.M.: GP73, a resident Golgi glycoprotein, is a novel serum marker for hepatocellular carcinoma. J Hepatol 43(6), 1007–1012 (2005). doi:10.1016/j.jhep.2005.05.028
Riener, M.O., Stenner, F., Liewen, H., Soll, C., Breitenstein, S., Pestalozzi, B.C., Samaras, P., Probst-Hensch, N., Hellerbrand, C., Mullhaupt, B., Clavien, P.A., Bahra, M., Neuhaus, P., Wild, P., Fritzsche, F., Moch, H., Jochum, W., Kristiansen, G.: Golgi phosphoprotein 2 (GOLPH2) expression in liver tumors and its value as a serum marker in hepatocellular carcinomas. Hepatology 49(5), 1602–1609 (2009). doi:10.1002/hep.22843
Ozkan, H., Erdal, H., Tutkak, H., Karaeren, Z., Yakut, M., Yuksel, O., Koklu, S.: Diagnostic and prognostic validity of Golgi protein 73 in hepatocellular carcinoma. Digestion 83(1–2), 83–88 (2011). doi:10.1159/000320379
Tian, L., Wang, Y., Xu, D., Gui, J., Jia, X., Tong, H., Wen, X., Dong, Z., Tian, Y.: Serological AFP/Golgi protein 73 could be a new diagnostic parameter of hepatic diseases. Int J Cancer 129(8), 1923–1931 (2011). doi:10.1002/ijc.25838
Asazawa, H., Kamada, Y., Takeda, Y., Takamatsu, S., Shinzaki, S., Kim, Y., Nezu, R., Kuzushita, N., Mita, E., Kato, M., Miyoshi, E.: Serum fucosylated haptoglobin in chronic liver diseases as a potential biomarker of hepatocellular carcinoma development. Clin Chem Lab Med 53(1), 95–102 (2015). doi:10.1515/cclm-2014-0427
Norton, P.A., Comunale, M.A., Krakover, J., Rodemich, L., Pirog, N., D’Amelio, A., Philip, R., Mehta, A.S., Block, T.M.: N-linked glycosylation of the liver cancer biomarker GP73. J Cell Biochem 104(1), 136–149 (2008). doi:10.1002/jcb.21610
Okuyama, N., Ide, Y., Nakano, M., Nakagawa, T., Yamanaka, K., Moriwaki, K., Murata, K., Ohigashi, H., Yokoyama, S., Eguchi, H., Ishikawa, O., Ito, T., Kato, M., Kasahara, A., Kawano, S., Gu, J., Taniguchi, N., Miyoshi, E.: Fucosylated haptoglobin is a novel marker for pancreatic cancer: a detailed analysis of the oligosaccharide structure and a possible mechanism for fucosylation. Int J Cancer 118(11), 2803–2808 (2006). doi:10.1002/ijc.21728
Kuzmanov, U., Kosanam, H., Diamandis, E. P.: The sweet and sour of serological glycoprotein tumor biomarker quantification. BMC Med 11(31 (2013). doi:10.1186/1741-7015-11-31.
Matsumoto, H., Shinzaki, S., Narisada, M., Kawamoto, S., Kuwamoto, K., Moriwaki, K., Kanke, F., Satomura, S., Kumada, T., Miyoshi, E.: Clinical application of a lectin-antibody ELISA to measure fucosylated haptoglobin in sera of patients with pancreatic cancer. Clin Chem Lab Med 48(4), 505–512 (2010). doi:10.1515/CCLM.2010.095
Chen, S., LaRoche, T., Hamelinck, D., Bergsma, D., Brenner, D., Simeone, D., Brand, R.E., Haab, B.B.: Multiplexed analysis of glycan variation on native proteins captured by antibody microarrays. Nat Methods 4(5), 437–444 (2007). doi:10.1038/nmeth1035
Acknowledgments
This work was financially supported by National High Tech Program (863 program: 2012AA020204), National Basic Research Program of China (973 Program: 2011CB910604), China National Key Projects for Infectious Diseases (2012ZX10002009-002, 2012ZX10002009-007 and 2012ZX10002012-002) and Open Fund of Key Laboratory of Glycoconjugate Research, Fudan University, Ministry of Public Health.
Author contributions
Y.L. K.G. and S.Z. conceived the idea. K.J., S.Z., S.S. and W.L performed the experiments, X.Q. supplied the sera specimens, K.J. and S.Z. analyzed the data, S.Z. wrote the manuscript.
Competing financial interests
The authors declare no competing financial interests.
Compliance with ethical standards
The serum specimens were obtained from the First Affiliated Hospital of Guangxi Medical University. This study was approved by the Research Ethics committee of First Affiliated Hospital of Guangxi Medical University and the Institutional Review Board of the National Cancer Center. Informed consent was obtained from each patient.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Jiang, K., Shang, S., Li, W. et al. Multiple lectin assays for detecting glyco-alteration of serum GP73 in liver diseases. Glycoconj J 32, 657–664 (2015). https://doi.org/10.1007/s10719-015-9614-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10719-015-9614-6