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A quantitative analytical method for PIVKA-II using multiple reaction monitoring-mass spectrometry for early diagnosis of hepatocellular carcinoma

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Abstract

Prothrombin induced by vitamin K absence-II (PIVKA-II) is an effective tumor marker for hepatocellular carcinoma (HCC). We have developed a novel targeted mass spectrometric (MS) assay for quantifying PIVKA-II in human serum. The ideal signature peptide was selected to measure PIVKA-II concentrations on a triple quadrupole (QqQ) mass spectrometer, and the chromatography gradient was optimized for the peptide separation to minimize elution interference. Using multiple reaction monitoring-mass spectrometry (MRM-MS), good linearity (R 2 = 0.9988) was obtained for PIVKA-II over a range of 3 orders. We achieved a limit of detection (LOD) of 0.45 nM (31.72 ng/mL), a limit of quantification (LOQ) of 0.93 nM (65.31 ng/mL), a lower limit of quantification (LLOQ) of 0.49 nM (34.32 ng/mL), and an upper limit of quantification (ULOQ) of 1000.00 nM (70,037.00 ng/mL). The intra-day and inter-day precisions were within ±14.96%, and the accuracy ranged from 87.66 to 114.29% for QC samples at four concentrations. Compared with an established immunoassay, the correlation (R = 0.8335) was good for the measurements of PIVKA-II concentrations. This method was successfully applied to the analysis of clinical samples for normal control (n = 50), chronic hepatitis (n = 50), liver cirrhosis (n = 50), HCC (n = 50), and recovery (n = 50) serum.

MRM-MS assay development for determining concentration of PIVKA-II in serum and a comparison between MRM-MS assay and immunoassay with high correlation

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Abbreviations

ABC:

Ammonium bicarbonate

ACN:

Acetonitrile

CV:

Coefficient of variation

DCP (also known as PIVKA-II):

Des-gamma-carboxy prothrombin

DTT:

Dithiothreitol

FA:

Formic acid

Gla:

Gamma-carboxy glutamic acid

Glu:

Glutamic acid

HCC:

Hepatocellular carcinoma

IAA:

Iodoacetamid

LC:

Liquid chromatography

LLOQ:

Lower limit of quantification

LOD:

Limit of detection

LOQ:

Limit of quantification

MRM-MS:

Multiple reaction monitoring-mass spectrometry

QqQ:

Triple quadrupole

SIS:

Stable isotope-labeled internal standard

ULOQ:

Upper limit of quantification

References

  1. Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J Clin. 2005;55(2):74–108.

    Article  Google Scholar 

  2. Gomaa AI, Khan SA, Toledano MB, Waked I, Taylor-Robinson SD. Hepatocellular carcinoma: epidemiology, risk factors and pathogenesis. World J Gastroenterol. 2008;14(27):4300–8.

    Article  Google Scholar 

  3. Xiao JF, Varghese RS, Zhou B, Nezami Ranjbar MR, Zhao Y, Tsai TH, et al. LC-MS based serum metabolomics for identification of hepatocellular carcinoma biomarkers in Egyptian cohort. J Proteome Res. 2012;11(12):5914–23. doi:10.1021/pr300673x.

    CAS  Google Scholar 

  4. Shah DV, Swanson JC, Suttie JW. Abnormal prothrombin in the vitamin K-deficient rat. Thromb Res. 1984;35(4):451–8.

    Article  CAS  Google Scholar 

  5. Beale G, Chattopadhyay D, Gray J, Stewart S, Hudson M, Day C, et al. AFP, PIVKAII, GP3, SCCA-1 and follisatin as surveillance biomarkers for hepatocellular cancer in non-alcoholic and alcoholic fatty liver disease. BMC Canc. 2008;8:200. doi:10.1186/1471-2407-8-200.

  6. Kasahara A, Hayashi N, Fusamoto H, Kawada Y, Imai Y, Yamamoto H, et al. Clinical evaluation of plasma des-gamma-carboxy prothrombin as a marker protein of hepatocellular carcinoma in patients with tumors of various sizes. Dig Dis Sci. 1993;38(12):2170–6.

    Article  CAS  Google Scholar 

  7. Shimada M, Yamashita Y, Hamatsu T, Hasegawa H, Utsunomiya T, Aishima S, et al. The role of des-gamma-carboxy prothrombin levels in hepatocellular carcinoma and liver tissues. Cancer Lett. 2000;159(1):87–94.

    Article  CAS  Google Scholar 

  8. Sakamoto N. NX-PVKA assay, a conventional but refined prognostic biomarker for hepatocellular carcinoma. J Gastroenterol Hepatol. 2013;28(5):755–6. doi:10.1111/jgh.12138.

    Article  Google Scholar 

  9. Pote N, Cauchy F, Albuquerque M, Voitot H, Belghiti J, Castera L, et al. Performance of PIVKA-II for early hepatocellular carcinoma diagnosis and prediction of microvascular invasion. J Hepatol. 2015;62(4):848–54. doi:10.1016/j.jhep.2014.11.005.

    Article  CAS  Google Scholar 

  10. Toyoda H, Kumada T, Osaki Y, Tada T, Kaneoka Y, Maeda A. Novel method to measure serum levels of des-gamma-carboxy prothrombin for hepatocellular carcinoma in patients taking warfarin: a preliminary report. Cancer Sci. 2012;103(5):921–5. doi:10.1111/j.1349-7006.2012.02232.x.

    Article  CAS  Google Scholar 

  11. Friedman PA, Przysiecki CT. Vitamin K-dependent carboxylation. Int J Biochem. 1987;19(1):1–7.

    Article  CAS  Google Scholar 

  12. Huisse MG, Leclercq M, Belghiti J, Flejou JF, Suttie JW, Bezeaud A, et al. Mechanism of the abnormal vitamin K-dependent gamma-carboxylation process in human hepatocellular carcinomas. Cancer. 1994;74(5):1533–41.

    Article  CAS  Google Scholar 

  13. Blanchard RA, Furie BC, Jorgensen M, Kruger SF, Furie B. Acquired vitamin K-dependent carboxylation deficiency in liver disease. N Engl J Med. 1981;305(5):242–8. doi:10.1056/NEJM198107303050502.

    Article  CAS  Google Scholar 

  14. Motohara K, Endo F, Matsuda I. Effect of vitamin K administration on acarboxy prothrombin (PIVKA-II) levels in newborns. Lancet. 1985;2(8449):242–4.

    Article  CAS  Google Scholar 

  15. Motohara K, Kuroki Y, Kan H, Endo F, Matsuda I. Detection of vitamin K deficiency by use of an enzyme-linked immunosorbent assay for circulating abnormal prothrombin. Pediatr Res. 1985;19(4):354–7.

    Article  CAS  Google Scholar 

  16. Uehara S, Gotoh K, Handa H, Tomita H, Senshuu M. Distribution of the heterogeneity of des-gamma-carboxyprothrombin in patients with hepatocellular carcinoma. J Gastroenterol Hepatol. 2005;20(10):1545–52. doi:10.1111/j.1440-1746.2005.03899.x.

    Article  CAS  Google Scholar 

  17. Tameda M, Shiraki K, Sugimoto K, Ogura S, Inagaki Y, Yamamoto N, et al. Des-gamma-carboxy prothrombin ratio measured by P-11 and P-16 antibodies is a novel biomarker for hepatocellular carcinoma. Cancer Sci. 2013;104(6):725–31. doi:10.1111/cas.12149.

    Article  CAS  Google Scholar 

  18. Suzuki K, Tamano M, Kuniyoshi T, Katayama Y, Takada H, Suzuki K. Positioning of novel tumor marker NX-PVKA-R in the diagnosis of hepatocellular carcinoma in comparison with PIVKA-II. Dokkyo J Med Sci. 2013;40(3):163–8.

  19. Picotti P, Aebersold R. Selected reaction monitoring-based proteomics: workflows, potential, pitfalls and future directions. Nat Methods. 2012;9(6):555–66. doi:10.1038/nmeth.2015.

    Article  CAS  Google Scholar 

  20. Kettenbach AN, Rush J, Gerber SA. Absolute quantification of protein and post-translational modification abundance with stable isotope-labeled synthetic peptides. Nat Protoc. 2011;6(2):175–86. doi:10.1038/nprot.2010.196.

    Article  CAS  Google Scholar 

  21. Makawita S, Diamandis EP. The bottleneck in the cancer biomarker pipeline and protein quantification through mass spectrometry-based approaches: current strategies for candidate verification. Clin Chem. 2010;56(2):212–22. doi:10.1373/clinchem.2009.127019.

    Article  CAS  Google Scholar 

  22. Kinukawa H, Shirakawa T, Yoshimura T. Epitope characterization of an anti-PIVKA-II antibody and evaluation of a fully automated chemiluminescent immunoassay for PIVKA-II. Clin Biochem. 2015. doi:10.1016/j.clinbiochem.2015.08.017.

    Google Scholar 

  23. Rifai N, Gillette MA, Carr SA. Protein biomarker discovery and validation: the long and uncertain path to clinical utility. Nat Biotechnol. 2006;24(8):971–83. doi:10.1038/nbt1235.

    Article  CAS  Google Scholar 

  24. Ahn DG, Kim HJ, Kang H, Lee HW, Bae SH, Lee JH, et al. Feasibility of alpha-fetoprotein as a diagnostic tool for hepatocellular carcinoma in Korea. Korean J Intern Med. 2016;31(1):46–53. doi:10.3904/kjim.2016.31.1.46.

    Article  Google Scholar 

  25. Korean Liver Cancer Study G, National Cancer Center K. Practice guidelines for management of hepatocellular carcinoma 2009. Korean J Hepatol. 2009;15(3):391–423. doi:10.3350/kjhep.2009.15.3.391.

    Article  Google Scholar 

  26. Naraki T, Kohno N, Saito H, Fujimoto Y, Ohhira M, Morita T, et al. Gamma-carboxyglutamic acid content of hepatocellular carcinoma-associated des-gamma-carboxy prothrombin. Biochim Biophys Acta. 2002;1586(3):287–98.

    Article  CAS  Google Scholar 

  27. Hoofnagle AN, Whiteaker JR, Carr SA, Kuhn E, Liu T, Massoni SA, et al. Recommendations for the generation, quantification, storage, and handling of peptides used for mass spectrometry-based assays. Clin Chem. 2016;62(1):48–69. doi:10.1373/clinchem.2015.250563.

    CAS  Google Scholar 

  28. Uehara S, Gotoh K, Handa H, Honjo K, Hirayama A. Process of carboxylation of glutamic acid residues in the gla domain of human des-gamma-carboxyprothrombin. Clin Chim Acta. 1999;289(1–2):33–44.

    Article  CAS  Google Scholar 

  29. Yu R, Xiang X, Tan Z, Zhou Y, Wang H, Deng G. Efficacy of PIVKA-II in prediction and early detection of hepatocellular carcinoma: a nested case-control study in Chinese patients. Sci Rep. 2016;6:35050. doi:10.1038/srep35050.

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Acknowledgements

This work was supported by the Multi-omics Research Program through the National Research Foundation and a National Research Foundation grant (No. 2011-0030740), funded by the Korean government [MSIP, Korea]. This work was also supported by the Industrial Strategic Technology Development Program (#10045352), funded by the Ministry of Knowledge Economy (MKE, Korea), and a grant from the Korea Health Technology R&D Project, funded by the Ministry of Health and Welfare (No. HI14C2640). It was also supported by the grant No. 34-2013-005 from the SK Telecom Research Fund (Seoul National University Hospital).

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Correspondence to Youngsoo Kim.

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Areum Sohn and Hyunsoo Kim contributed equally to this work.

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Sohn, A., Kim, H., Yu, S.J. et al. A quantitative analytical method for PIVKA-II using multiple reaction monitoring-mass spectrometry for early diagnosis of hepatocellular carcinoma. Anal Bioanal Chem 409, 2829–2838 (2017). https://doi.org/10.1007/s00216-017-0227-8

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