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Volumn 444, Issue , 2015, Pages 199-205

Pre-clinical validation study of a miniaturized electrochemical immunoassay based on square wave voltammetry for early detection of carcinoembryonic antigen in human serum

Author keywords

Biostatistical analysis; Carcinoembryonic antigen; ELISA test system; Magnetic beads; Miniaturization; Square wave voltammetry

Indexed keywords

CARCINOEMBRYONIC ANTIGEN; LEAD; TUMOR MARKER;

EID: 84924083209     PISSN: 00098981     EISSN: 18733492     Source Type: Journal    
DOI: 10.1016/j.cca.2015.02.017     Document Type: Article
Times cited : (17)

References (56)
  • 1
    • 79960643499 scopus 로고    scopus 로고
    • Biosensors in clinical chemistry
    • D'Orazio P. Biosensors in clinical chemistry. Clin Chim Acta 2011, 412:1749-1761.
    • (2011) Clin Chim Acta , vol.412 , pp. 1749-1761
    • D'Orazio, P.1
  • 2
    • 56349091847 scopus 로고
    • 1268 Is an increased carcinoembryonic antigen (CEA) concentration in pericardial fluid an indication of malignant pericarditis?
    • Szturmowicz M., Tomkowski W., Fijalkowska A., Sakowicz A., Filipecki S. 1268 Is an increased carcinoembryonic antigen (CEA) concentration in pericardial fluid an indication of malignant pericarditis?. Eur J Cancer 1995, 31:S264.
    • (1995) Eur J Cancer , vol.31 , pp. S264
    • Szturmowicz, M.1    Tomkowski, W.2    Fijalkowska, A.3    Sakowicz, A.4    Filipecki, S.5
  • 4
    • 33746550001 scopus 로고    scopus 로고
    • Carcinoembryonic antigen and sialic acid levels (total and lipid bound) in patients with lung cancer
    • Behera D., Raghavendra V., Khanduja K.L. Carcinoembryonic antigen and sialic acid levels (total and lipid bound) in patients with lung cancer. Lung Cancer 1997, 18:168.
    • (1997) Lung Cancer , vol.18 , pp. 168
    • Behera, D.1    Raghavendra, V.2    Khanduja, K.L.3
  • 5
    • 10744229739 scopus 로고    scopus 로고
    • EIA versus RIA in detecting carcinoembryonic antigen level of patients with metastatic colorectal cancer
    • Wang W.S., Lin J.K., Lin T.C., Chiou T.J., Liu J.H., Yen C.C., et al. EIA versus RIA in detecting carcinoembryonic antigen level of patients with metastatic colorectal cancer. Hepato-Gastroenterology 2004, 51:136-141.
    • (2004) Hepato-Gastroenterology , vol.51 , pp. 136-141
    • Wang, W.S.1    Lin, J.K.2    Lin, T.C.3    Chiou, T.J.4    Liu, J.H.5    Yen, C.C.6
  • 6
    • 34248512904 scopus 로고    scopus 로고
    • Validating a custom multiplex ELISA against individual commercial immunoassays using clinical samples
    • Liew M., Groll M.C., Thompson J.E., Call S.L., Moser J.E., Hoopes J.D., et al. Validating a custom multiplex ELISA against individual commercial immunoassays using clinical samples. BioTech 2007, 42:327-333.
    • (2007) BioTech , vol.42 , pp. 327-333
    • Liew, M.1    Groll, M.C.2    Thompson, J.E.3    Call, S.L.4    Moser, J.E.5    Hoopes, J.D.6
  • 7
    • 84859785354 scopus 로고    scopus 로고
    • Evaluation of the UniCel™ DxI 800 immunoassay analyzer in measuring five tumor markers
    • Park Y., Park Y., Park J., Kim H.S. Evaluation of the UniCel™ DxI 800 immunoassay analyzer in measuring five tumor markers. Yonsei Med J 2012, 53:557-564.
    • (2012) Yonsei Med J , vol.53 , pp. 557-564
    • Park, Y.1    Park, Y.2    Park, J.3    Kim, H.S.4
  • 8
    • 26244440766 scopus 로고    scopus 로고
    • Flow injection immunoassay for carcinoembryonic antigen combined with time-resolved fluorometric detection
    • Yan F., Zhou J., Lin J., Ju H., Hu X. Flow injection immunoassay for carcinoembryonic antigen combined with time-resolved fluorometric detection. J Immunol Methods 2005, 305:120-127.
    • (2005) J Immunol Methods , vol.305 , pp. 120-127
    • Yan, F.1    Zhou, J.2    Lin, J.3    Ju, H.4    Hu, X.5
  • 9
    • 84862308963 scopus 로고    scopus 로고
    • Development of an immunomagnetic bead-based time-resolved fluorescence immunoassay for rapid determination of levels of carcinoembryonic antigen in human serum
    • Hou J.-Y., Liu T.-C., Lin G.F., Li Z.X., Zou L.-P., Li M., et al. Development of an immunomagnetic bead-based time-resolved fluorescence immunoassay for rapid determination of levels of carcinoembryonic antigen in human serum. Anal Chim Acta 2012, 734:93-98.
    • (2012) Anal Chim Acta , vol.734 , pp. 93-98
    • Hou, J.-Y.1    Liu, T.-C.2    Lin, G.F.3    Li, Z.X.4    Zou, L.-P.5    Li, M.6
  • 10
    • 84879889448 scopus 로고    scopus 로고
    • A novel homogeneous time-resolved fluoroimmunoassay for carcinoembryonic antigen based on water-soluble quantum dots
    • Chen Z.-H., Wu Y.-S., Chen M.-J., Hou J.Y., Ren Z.Q., Sun D., et al. A novel homogeneous time-resolved fluoroimmunoassay for carcinoembryonic antigen based on water-soluble quantum dots. J Fluoresc 2013, 23:649-657.
    • (2013) J Fluoresc , vol.23 , pp. 649-657
    • Chen, Z.-H.1    Wu, Y.-S.2    Chen, M.-J.3    Hou, J.Y.4    Ren, Z.Q.5    Sun, D.6
  • 11
    • 51249099170 scopus 로고    scopus 로고
    • Microplate chemiluminescence enzyme immunoassay for the determination of carcinoembryonic antigen in human serum
    • Xin T.-B., Wang X., Jin H., Che J.-H., Liang S.-X., Li Z.-J., et al. Microplate chemiluminescence enzyme immunoassay for the determination of carcinoembryonic antigen in human serum. Chin J Anal Chem 2008, 36:1056-1060.
    • (2008) Chin J Anal Chem , vol.36 , pp. 1056-1060
    • Xin, T.-B.1    Wang, X.2    Jin, H.3    Che, J.-H.4    Liang, S.-X.5    Li, Z.-J.6
  • 12
    • 84872103542 scopus 로고    scopus 로고
    • Chemiluminescent analysis of carcinoembryonic antigen in serum samples
    • Xue P., Zhang Z.-J., Zhang X.-M. Chemiluminescent analysis of carcinoembryonic antigen in serum samples. Chin J Anal Chem 2011, 39:95-98.
    • (2011) Chin J Anal Chem , vol.39 , pp. 95-98
    • Xue, P.1    Zhang, Z.-J.2    Zhang, X.-M.3
  • 13
    • 84874248231 scopus 로고    scopus 로고
    • A rapid and highly sensitive portable chemiluminescent immunosensor of carcinoembryonic antigen based on immunomagnetic separation in human serum
    • Qu S., Liu J., Luo J., Huang Y., Shi W., Wang B., et al. A rapid and highly sensitive portable chemiluminescent immunosensor of carcinoembryonic antigen based on immunomagnetic separation in human serum. Anal Chim Acta 2013, 766:94-99.
    • (2013) Anal Chim Acta , vol.766 , pp. 94-99
    • Qu, S.1    Liu, J.2    Luo, J.3    Huang, Y.4    Shi, W.5    Wang, B.6
  • 14
    • 84864280888 scopus 로고    scopus 로고
    • Application of indium tin oxide device in gold-coated magnetic iron solid support enhanced electrochemiluminescent immunosensor for determination of carcinoma embryonic antigen
    • Wang S., Zhang Y., Yu J., Song X., Ge S., Yan M. Application of indium tin oxide device in gold-coated magnetic iron solid support enhanced electrochemiluminescent immunosensor for determination of carcinoma embryonic antigen. Sensors Actuators B 2012, 171-172:891-898.
    • (2012) Sensors Actuators B , pp. 891-898
    • Wang, S.1    Zhang, Y.2    Yu, J.3    Song, X.4    Ge, S.5    Yan, M.6
  • 15
    • 0031783806 scopus 로고    scopus 로고
    • Miniaturization of analytical systems
    • Kricka L.J. Miniaturization of analytical systems. Clin Chem 1998, 44:2008-2014.
    • (1998) Clin Chem , vol.44 , pp. 2008-2014
    • Kricka, L.J.1
  • 16
    • 77953674451 scopus 로고    scopus 로고
    • Nanotechnology for early cancer detection
    • Choi Y.-E., Kwak J.-W., Park J.W. Nanotechnology for early cancer detection. Sensors 2010, 10:428-455.
    • (2010) Sensors , vol.10 , pp. 428-455
    • Choi, Y.-E.1    Kwak, J.-W.2    Park, J.W.3
  • 17
    • 14644439267 scopus 로고    scopus 로고
    • Cancer nanotechnology: opportunities and challenges
    • Ferrari M. Cancer nanotechnology: opportunities and challenges. Nat Rev Cancer 2005, 5:161-171.
    • (2005) Nat Rev Cancer , vol.5 , pp. 161-171
    • Ferrari, M.1
  • 18
    • 28544446695 scopus 로고    scopus 로고
    • Biomarkers in cancer staging, prognosis and treatment selection
    • Ludwig J.A., Weinstein J.N. Biomarkers in cancer staging, prognosis and treatment selection. Nat Rev Cancer 2005, 5:845-856.
    • (2005) Nat Rev Cancer , vol.5 , pp. 845-856
    • Ludwig, J.A.1    Weinstein, J.N.2
  • 19
    • 33645463194 scopus 로고    scopus 로고
    • Multiplexed protein measurement: technologies and applications of protein and antibody arrays
    • Kingsmore S.F. Multiplexed protein measurement: technologies and applications of protein and antibody arrays. Nat Rev Drug Discov 2006, 5:310-320.
    • (2006) Nat Rev Drug Discov , vol.5 , pp. 310-320
    • Kingsmore, S.F.1
  • 20
    • 0141892535 scopus 로고    scopus 로고
    • An integrated microfluidic biochemical detection system for protein analysis with magnetic bead-based sampling capabilities
    • Choi J.W., Oh K.W., Thomas J.H., Heineman W.R., Halsall H.B., Nevin J.H., et al. An integrated microfluidic biochemical detection system for protein analysis with magnetic bead-based sampling capabilities. Lab Chip 2002, 2:27-30.
    • (2002) Lab Chip , vol.2 , pp. 27-30
    • Choi, J.W.1    Oh, K.W.2    Thomas, J.H.3    Heineman, W.R.4    Halsall, H.B.5    Nevin, J.H.6
  • 21
    • 2142770223 scopus 로고    scopus 로고
    • Microbead-based electrochemical immunoassay with interdigitated array electrodes
    • Thomas J.H., Kim S.K., Hesketh P.J., Halsall H.B., Heineman W.R. Microbead-based electrochemical immunoassay with interdigitated array electrodes. Anal Biochem 2004, 328:113-122.
    • (2004) Anal Biochem , vol.328 , pp. 113-122
    • Thomas, J.H.1    Kim, S.K.2    Hesketh, P.J.3    Halsall, H.B.4    Heineman, W.R.5
  • 22
    • 30744478233 scopus 로고    scopus 로고
    • Gold-coated magnetic particles for solid-phase immunoassays: enhancing immobilized antibody binding efficiency and analytical performance
    • Zhang H., Meyerhoff M.E. Gold-coated magnetic particles for solid-phase immunoassays: enhancing immobilized antibody binding efficiency and analytical performance. Anal Chem 2006, 78:609-616.
    • (2006) Anal Chem , vol.78 , pp. 609-616
    • Zhang, H.1    Meyerhoff, M.E.2
  • 23
    • 33847196810 scopus 로고    scopus 로고
    • Aptamer-based detection of plasma proteins by an electrochemical assay coupled to magnetic beads
    • Centi S., Tombelli S., Minunni M., Mascini M. Aptamer-based detection of plasma proteins by an electrochemical assay coupled to magnetic beads. Anal Chem 2007, 79:1466-1473.
    • (2007) Anal Chem , vol.79 , pp. 1466-1473
    • Centi, S.1    Tombelli, S.2    Minunni, M.3    Mascini, M.4
  • 24
    • 35848947236 scopus 로고    scopus 로고
    • Detection of C-reactive protein based on immunoassay using antibody-conjugated magnetic nanoparticles
    • Tsai H.Y., Hsu C.F., Chiu I.W., Bor Fu.h.C. Detection of C-reactive protein based on immunoassay using antibody-conjugated magnetic nanoparticles. Anal Chem 2007, 79:8416-8419.
    • (2007) Anal Chem , vol.79 , pp. 8416-8419
    • Tsai, H.Y.1    Hsu, C.F.2    Chiu, I.W.3    Bor, F.4
  • 25
    • 56349092007 scopus 로고    scopus 로고
    • Electrochemical immunoassay of carcinoembryonic antigen based on a lead sulfide nanoparticle label
    • Wang S., Zhang X., Mao X., Zeng Q., Xu H., Lin Y., et al. Electrochemical immunoassay of carcinoembryonic antigen based on a lead sulfide nanoparticle label. Nanotechnology 2008, 19:435501.
    • (2008) Nanotechnology , vol.19 , pp. 435501
    • Wang, S.1    Zhang, X.2    Mao, X.3    Zeng, Q.4    Xu, H.5    Lin, Y.6
  • 27
    • 80052070020 scopus 로고    scopus 로고
    • Magnetic particles in ultrasensitive biomarker protein measurements for cancer detection and monitoring
    • Mani V., Chikkaveeraiah B.V., Rusling J.F. Magnetic particles in ultrasensitive biomarker protein measurements for cancer detection and monitoring. Expert Opin Med Diagn 2011, 5:381-391.
    • (2011) Expert Opin Med Diagn , vol.5 , pp. 381-391
    • Mani, V.1    Chikkaveeraiah, B.V.2    Rusling, J.F.3
  • 28
    • 84862864780 scopus 로고    scopus 로고
    • Magnetic nanoparticle-based theranostics
    • Xie J., Jon S. Magnetic nanoparticle-based theranostics. Theranostics 2012, 2:122-124.
    • (2012) Theranostics , vol.2 , pp. 122-124
    • Xie, J.1    Jon, S.2
  • 29
    • 10044234241 scopus 로고    scopus 로고
    • Electrochemical coding for multiplexed immunoassays of proteins
    • Liu G., Wang J., Kim J., Jan M.R. Electrochemical coding for multiplexed immunoassays of proteins. Anal Chem 2004, 76:7126-7130.
    • (2004) Anal Chem , vol.76 , pp. 7126-7130
    • Liu, G.1    Wang, J.2    Kim, J.3    Jan, M.R.4
  • 31
    • 84924066367 scopus 로고    scopus 로고
    • Physical characterization and photoluminescence properties of thioglycolic acid-stabilized lead sulfide nanocrystals
    • Martinez-Mancera F.D., Hernandez-Lopez J.L. Physical characterization and photoluminescence properties of thioglycolic acid-stabilized lead sulfide nanocrystals. Mater Chem Phys 2014, 148:1045-1054.
    • (2014) Mater Chem Phys , vol.148 , pp. 1045-1054
    • Martinez-Mancera, F.D.1    Hernandez-Lopez, J.L.2
  • 34
    • 84924020118 scopus 로고    scopus 로고
    • Electrochemistry
    • Metrohm Ltd., Herisau
    • Zumbrägel B. Electrochemistry. A laboratory textbook 2011, 55. Metrohm Ltd., Herisau.
    • (2011) A laboratory textbook , pp. 55
    • Zumbrägel, B.1
  • 35
    • 84924020118 scopus 로고    scopus 로고
    • Electrochemistry
    • Metrohm Ltd., Herisau
    • Zumbrägel B. Electrochemistry. A laboratory textbook 2011, 56. Metrohm Ltd., Herisau.
    • (2011) A laboratory textbook , pp. 56
    • Zumbrägel, B.1
  • 36
    • 0027373925 scopus 로고
    • Calibration and assay development using the four-parameter logistic model
    • O'Connell M.A., Belanger B.A., Haaland P.D. Calibration and assay development using the four-parameter logistic model. Chemom Intell Lab Syst 1993, 20:97-114.
    • (1993) Chemom Intell Lab Syst , vol.20 , pp. 97-114
    • O'Connell, M.A.1    Belanger, B.A.2    Haaland, P.D.3
  • 37
    • 13844281839 scopus 로고    scopus 로고
    • Fully automated biosensors for water analysis
    • Proll G., Tschmelak J., Gauglitz G. Fully automated biosensors for water analysis. Anal Bioanal Chem 2005, 381:61-63.
    • (2005) Anal Bioanal Chem , vol.381 , pp. 61-63
    • Proll, G.1    Tschmelak, J.2    Gauglitz, G.3
  • 39
    • 54049108730 scopus 로고    scopus 로고
    • Comparison of curve fitting models for ligand binding assays
    • Little J.A. Comparison of curve fitting models for ligand binding assays. Chromatographia Suppl 2004, 59:S177-S181.
    • (2004) Chromatographia Suppl , vol.59 , pp. S177-S181
    • Little, J.A.1
  • 40
    • 34447345725 scopus 로고    scopus 로고
    • Appropriate calibration curve fitting in ligand binding assays
    • Findlay J.W.A., Dillard R.F. Appropriate calibration curve fitting in ligand binding assays. AAPS J 2007, 9:E260-E267.
    • (2007) AAPS J , vol.9 , pp. E260-E267
    • Findlay, J.W.A.1    Dillard, R.F.2
  • 42
    • 0031729269 scopus 로고    scopus 로고
    • Validity of linear regression in method comparison studies: is it limited by the statistical model or the quality of the analytical input data?
    • Stöckl D., Dewitte K., Thienpont L.M. Validity of linear regression in method comparison studies: is it limited by the statistical model or the quality of the analytical input data?. Clin Chem 1998, 44:2340-2346.
    • (1998) Clin Chem , vol.44 , pp. 2340-2346
    • Stöckl, D.1    Dewitte, K.2    Thienpont, L.M.3
  • 44
    • 84908219488 scopus 로고
    • Statistical methods for assessing agreement between two methods of clinical measurement
    • Bland J.M., Altman D.G. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, 1:307-310.
    • (1986) Lancet , vol.1 , pp. 307-310
    • Bland, J.M.1    Altman, D.G.2
  • 45
    • 0030596495 scopus 로고    scopus 로고
    • Extended glycoprotein structure of the seven domains in human carcinoembryonic antigen by X-ray and neutron solution scattering and an automated curve fitting procedure: Implications for cellular adhesion
    • Boehm M.K., Mayans M.O., Thornton J.D., Begent R.H.J., Keep P.A., Perkins S.J. Extended glycoprotein structure of the seven domains in human carcinoembryonic antigen by X-ray and neutron solution scattering and an automated curve fitting procedure: Implications for cellular adhesion. J Mol Biol 1996, 259:718-736.
    • (1996) J Mol Biol , vol.259 , pp. 718-736
    • Boehm, M.K.1    Mayans, M.O.2    Thornton, J.D.3    Begent, R.H.J.4    Keep, P.A.5    Perkins, S.J.6
  • 46
    • 84924066199 scopus 로고    scopus 로고
    • Chapter 33: Electrochemical immunosensor for detection of proteic cancer markers
    • Taylor & Francis Group LLC, Boca Raton, K.E. Herold, A. Rasooly (Eds.)
    • Fragoso A., O'Sullivan C.K. Chapter 33: Electrochemical immunosensor for detection of proteic cancer markers. Biosensors and molecular technologies for cancer diagnostics 2012, 573-590. Taylor & Francis Group LLC, Boca Raton. K.E. Herold, A. Rasooly (Eds.).
    • (2012) Biosensors and molecular technologies for cancer diagnostics , pp. 573-590
    • Fragoso, A.1    O'Sullivan, C.K.2
  • 47
    • 0035147002 scopus 로고    scopus 로고
    • Standardization of carcinoembryonic antigen testing in the setting of clinical laboratory consolidation
    • Delgado J.C., Shulman L.N., Gudrais P.G., Fischer G.A., Ferguson D.O., Winkelman J.W., et al. Standardization of carcinoembryonic antigen testing in the setting of clinical laboratory consolidation. Lab Med 2001, 32:92-95.
    • (2001) Lab Med , vol.32 , pp. 92-95
    • Delgado, J.C.1    Shulman, L.N.2    Gudrais, P.G.3    Fischer, G.A.4    Ferguson, D.O.5    Winkelman, J.W.6
  • 48
    • 7844249246 scopus 로고    scopus 로고
    • C-erbB-2 oncoprotein, CEA, and CA 15.3 in patients with breast cancer: prognostic value
    • Molina R., Jo J., Filella X., Zanon G., Pahisa J., Muñoz M., et al. c-erbB-2 oncoprotein, CEA, and CA 15.3 in patients with breast cancer: prognostic value. Breast Cancer Res Treat 1998, 51:109-119.
    • (1998) Breast Cancer Res Treat , vol.51 , pp. 109-119
    • Molina, R.1    Jo, J.2    Filella, X.3    Zanon, G.4    Pahisa, J.5    Muñoz, M.6
  • 49
    • 0034392086 scopus 로고    scopus 로고
    • Laboratory test method validation
    • Lumsden J. Laboratory test method validation. Revue Méd Vét 2000, 151:623-630.
    • (2000) Revue Méd Vét , vol.151 , pp. 623-630
    • Lumsden, J.1
  • 51
    • 0019443317 scopus 로고
    • Precision and accuracy: concepts and assessment by method evaluation testing
    • Westgard J.O. Precision and accuracy: concepts and assessment by method evaluation testing. Crit Rev Clin Lab Sci 1981, 13:283-330.
    • (1981) Crit Rev Clin Lab Sci , vol.13 , pp. 283-330
    • Westgard, J.O.1
  • 52
    • 1642446118 scopus 로고    scopus 로고
    • The relationship between circulating carcinoembryonic antigen (CEA) levels and parameters of primary tumor and metastases in breast cancer patients
    • Mujagić Z., Mujagic H., Prnjavorac B. The relationship between circulating carcinoembryonic antigen (CEA) levels and parameters of primary tumor and metastases in breast cancer patients. Med Arh 2004, 58(1):23-26.
    • (2004) Med Arh , vol.58 , Issue.1 , pp. 23-26
    • Mujagić, Z.1    Mujagic, H.2    Prnjavorac, B.3
  • 53
    • 9244249004 scopus 로고
    • Evaluation of methods in clinical chemistry
    • CV Mosby, St. Louis, L.A. Kaplan, A.J. Pesce (Eds.)
    • Carey R.N., Garber C.C. Evaluation of methods in clinical chemistry. Clinical chemistry. Theory, analysis and correlation 1989, 290-310. CV Mosby, St. Louis. 2nd ed. L.A. Kaplan, A.J. Pesce (Eds.).
    • (1989) Clinical chemistry. Theory, analysis and correlation , pp. 290-310
    • Carey, R.N.1    Garber, C.C.2
  • 54
    • 0021045350 scopus 로고
    • A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry, Part I
    • Passing H., Bablok W. A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry, Part I. J Clin Chem Clin Biochem 1983, 21:709-720.
    • (1983) J Clin Chem Clin Biochem , vol.21 , pp. 709-720
    • Passing, H.1    Bablok, W.2
  • 55
    • 0027414009 scopus 로고
    • Evaluation of regression procedures for methods comparison studies
    • Linnet K. Evaluation of regression procedures for methods comparison studies. Clin Chem 1993, 39:424-432.
    • (1993) Clin Chem , vol.39 , pp. 424-432
    • Linnet, K.1
  • 56
    • 0004083310 scopus 로고    scopus 로고
    • Method comparison and bias estimation using patient samples; approved guideline
    • ISBN 1-56238-472-4, NCCLS, 940 West Valley Road, Suite 1400, Wayne, Pennsylvania 19087-1898 USA
    • NCCLS Method comparison and bias estimation using patient samples; approved guideline. NCCLS document EP9-A2 2002, ISBN 1-56238-472-4. Second Edition.
    • (2002) NCCLS document EP9-A2


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