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Published in: Thrombosis Journal 1/2013

Open Access 01-12-2013 | Original basic research

Correction of microplate location effects improves performance of the thrombin generation test

Authors: Yideng Liang, Samuel A Woodle, Alexey M Shibeko, Timothy K Lee, Mikhail V Ovanesov

Published in: Thrombosis Journal | Issue 1/2013

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Abstract

Background

Microplate-based thrombin generation test (TGT) is widely used as clinical measure of global hemostatic potential and it becomes a useful tool for control of drug potency and quality by drug manufactures. However, the convenience of the microtiter plate technology can be deceiving: microplate assays are prone to location-based variability in different parts of the microtiter plate.

Methods

In this report, we evaluated the well-to-well consistency of the TGT variant specifically applied to the quantitative detection of the thrombogenic substances in the immune globulin product. We also studied the utility of previously described microplate layout designs in the TGT experiment.

Results

Location of the sample on the microplate (location effect) contributes to the variability of TGT measurements. Use of manual pipetting techniques and applications of the TGT to the evaluation of procoagulant enzymatic substances are especially sensitive. The effects were not sensitive to temperature or choice of microplate reader. Smallest location effects were observed with automated dispenser-based calibrated thrombogram instrument. Even for an automated instrument, the use of calibration curve resulted in up to 30% bias in thrombogenic potency assignment.

Conclusions

Use of symmetrical version of the strip-plot layout was demonstrated to help to minimize location artifacts even under the worst-case conditions. Strip-plot layouts are required for quantitative thrombin-generation based bioassays used in the biotechnological field.
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Literature
1.
go back to reference Van Geffen M, Van Heerde WL: Global haemostasis assays, from bench to bedside. Thromb Res. 2012, 129: 681-687. 10.1016/j.thromres.2011.12.006.CrossRefPubMed Van Geffen M, Van Heerde WL: Global haemostasis assays, from bench to bedside. Thromb Res. 2012, 129: 681-687. 10.1016/j.thromres.2011.12.006.CrossRefPubMed
2.
go back to reference Hemker HC, Giesen PL, Ramjee M, Wagenvoord R, Beguin S: The thrombogram: monitoring thrombin generation in platelet-rich plasma. Thromb Haemost. 2000, 83: 589-591.PubMed Hemker HC, Giesen PL, Ramjee M, Wagenvoord R, Beguin S: The thrombogram: monitoring thrombin generation in platelet-rich plasma. Thromb Haemost. 2000, 83: 589-591.PubMed
3.
go back to reference Al Dieri R, Peyvandi F, Santagostino E, Giansily M, Mannucci PM, Schved JF, Beguin S, Hemker HC: The thrombogram in rare inherited coagulation disorders: its relation to clinical bleeding. Thromb Haemost. 2002, 88: 576-582.PubMed Al Dieri R, Peyvandi F, Santagostino E, Giansily M, Mannucci PM, Schved JF, Beguin S, Hemker HC: The thrombogram in rare inherited coagulation disorders: its relation to clinical bleeding. Thromb Haemost. 2002, 88: 576-582.PubMed
4.
go back to reference Salvagno GL, Berntorp E: Thrombin generation testing for monitoring hemophilia treatment: a clinical perspective. Semin Thromb Hemost. 2010, 36: 780-790. 10.1055/s-0030-1265295.CrossRefPubMed Salvagno GL, Berntorp E: Thrombin generation testing for monitoring hemophilia treatment: a clinical perspective. Semin Thromb Hemost. 2010, 36: 780-790. 10.1055/s-0030-1265295.CrossRefPubMed
5.
go back to reference Dargaud Y, Lienhart A, Negrier C: Prospective assessment of thrombin generation test for dose monitoring of bypassing therapy in hemophilia patients with inhibitors undergoing elective surgery. Blood. 2010, 116: 5734-5737. 10.1182/blood-2010-06-291906.CrossRefPubMed Dargaud Y, Lienhart A, Negrier C: Prospective assessment of thrombin generation test for dose monitoring of bypassing therapy in hemophilia patients with inhibitors undergoing elective surgery. Blood. 2010, 116: 5734-5737. 10.1182/blood-2010-06-291906.CrossRefPubMed
6.
go back to reference Butenas S, Parhami-Seren B, Gissel MT, Gomperts ED, Fass DN, Mann KG: Potency and mass of factor VIII in FVIII products. Haemophilia. 2009, 15: 63-72. 10.1111/j.1365-2516.2008.01826.x.PubMedCentralCrossRefPubMed Butenas S, Parhami-Seren B, Gissel MT, Gomperts ED, Fass DN, Mann KG: Potency and mass of factor VIII in FVIII products. Haemophilia. 2009, 15: 63-72. 10.1111/j.1365-2516.2008.01826.x.PubMedCentralCrossRefPubMed
7.
go back to reference Turecek PL, Varadi K, Keil B, Negrier C, Berntorp E, Astermark J, Bordet JC, Morfini M, Linari S, Schwarz HP: Factor VIII inhibitor-bypassing agents act by inducing thrombin generation and can be monitored by a thrombin generation assay. Pathophysiol Haemost Thromb. 2003, 33: 16-22. 10.1159/000071637.CrossRefPubMed Turecek PL, Varadi K, Keil B, Negrier C, Berntorp E, Astermark J, Bordet JC, Morfini M, Linari S, Schwarz HP: Factor VIII inhibitor-bypassing agents act by inducing thrombin generation and can be monitored by a thrombin generation assay. Pathophysiol Haemost Thromb. 2003, 33: 16-22. 10.1159/000071637.CrossRefPubMed
8.
go back to reference Nagashima H: Studies on the different modes of action of the anticoagulant protease inhibitors DX-9065a and Argatroban. I. Effects on thrombin generation. J Biol Chem. 2002, 277: 50439-50444. 10.1074/jbc.M208222200.CrossRefPubMed Nagashima H: Studies on the different modes of action of the anticoagulant protease inhibitors DX-9065a and Argatroban. I. Effects on thrombin generation. J Biol Chem. 2002, 277: 50439-50444. 10.1074/jbc.M208222200.CrossRefPubMed
9.
go back to reference Bunce MW, Toso R, Camire RM: Zymogen-like factor Xa variants restore thrombin generation and effectively bypass the intrinsic pathway in vitro. Blood. 2011, 117: 290-298. 10.1182/blood-2010-08-300756.PubMedCentralCrossRefPubMed Bunce MW, Toso R, Camire RM: Zymogen-like factor Xa variants restore thrombin generation and effectively bypass the intrinsic pathway in vitro. Blood. 2011, 117: 290-298. 10.1182/blood-2010-08-300756.PubMedCentralCrossRefPubMed
10.
go back to reference Macfarlane RG, Biggs R: A thrombin generation test; the application in haemophilia and thrombocytopenia. J Clin Pathol. 1953, 6: 3-8. 10.1136/jcp.6.1.3.PubMedCentralCrossRefPubMed Macfarlane RG, Biggs R: A thrombin generation test; the application in haemophilia and thrombocytopenia. J Clin Pathol. 1953, 6: 3-8. 10.1136/jcp.6.1.3.PubMedCentralCrossRefPubMed
11.
go back to reference Harrison RO, Hammock BD: Location dependent biases in automatic 96-well microplate readers. J Assoc Off Anal Chem. 1988, 71: 981-987.PubMed Harrison RO, Hammock BD: Location dependent biases in automatic 96-well microplate readers. J Assoc Off Anal Chem. 1988, 71: 981-987.PubMed
12.
go back to reference Ovanesov MV, Shibeko AM, Woodle SA, Anderson CM, Hogwood J, Barson H, Gray E, Scott D: Association of Factor XIa with Intravenous Immune Globulin Products Implicated in Thrombotic Adverse Events: Biochemical Root Cause Investigation. J Thromb Haemost. 2011, 9: 272-O-TU-039 Ovanesov MV, Shibeko AM, Woodle SA, Anderson CM, Hogwood J, Barson H, Gray E, Scott D: Association of Factor XIa with Intravenous Immune Globulin Products Implicated in Thrombotic Adverse Events: Biochemical Root Cause Investigation. J Thromb Haemost. 2011, 9: 272-O-TU-039
13.
go back to reference Roemisch JR, Kaar W, Zoechling A, Kannicht C, Putz M, Kohla G, Schulz P, Pock K, Huber S, Fuchs S, et al: Identification of Activated FXI as the Major Biochemical Root Cause in IVIG Batches Associated with Thromboembolic Events Analytical and Experimental Approaches Resulting in Corrective and Preventive Measures Implemented into the Octagam® Manufacturing Process. Webmed Central Immunotherapy. 2011, 2: WMC002002- Roemisch JR, Kaar W, Zoechling A, Kannicht C, Putz M, Kohla G, Schulz P, Pock K, Huber S, Fuchs S, et al: Identification of Activated FXI as the Major Biochemical Root Cause in IVIG Batches Associated with Thromboembolic Events Analytical and Experimental Approaches Resulting in Corrective and Preventive Measures Implemented into the Octagam® Manufacturing Process. Webmed Central Immunotherapy. 2011, 2: WMC002002-
16.
go back to reference Ovanesov MV, Ananyeva NM, Panteleev MA, Ataullakhanov FI, Saenko EL: Initiation and propagation of coagulation from tissue factor-bearing cell monolayers to plasma: initiator cells do not regulate spatial growth rate. J Thromb Haemost. 2005, 3: 321-331. 10.1111/j.1538-7836.2005.01128.x.CrossRefPubMed Ovanesov MV, Ananyeva NM, Panteleev MA, Ataullakhanov FI, Saenko EL: Initiation and propagation of coagulation from tissue factor-bearing cell monolayers to plasma: initiator cells do not regulate spatial growth rate. J Thromb Haemost. 2005, 3: 321-331. 10.1111/j.1538-7836.2005.01128.x.CrossRefPubMed
17.
go back to reference Shibeko AM, Woodle SA, Lee TK, Ovanesov MV: Unifying the mechanism of recombinant FVIIa action: dose dependence is regulated differently by tissue factor and phospholipids. Blood. 2012, 120: 891-899. 10.1182/blood-2011-11-393371.PubMedCentralCrossRefPubMed Shibeko AM, Woodle SA, Lee TK, Ovanesov MV: Unifying the mechanism of recombinant FVIIa action: dose dependence is regulated differently by tissue factor and phospholipids. Blood. 2012, 120: 891-899. 10.1182/blood-2011-11-393371.PubMedCentralCrossRefPubMed
19.
go back to reference De Smedt E, Hemker HC: Thrombin generation is extremely sensitive to preheating conditions. J Thromb Haemost. 2011, 9: 233-234. 10.1111/j.1538-7836.2010.04136.x.CrossRefPubMed De Smedt E, Hemker HC: Thrombin generation is extremely sensitive to preheating conditions. J Thromb Haemost. 2011, 9: 233-234. 10.1111/j.1538-7836.2010.04136.x.CrossRefPubMed
20.
go back to reference Lansky D: Strip-plot designs, mixed models, and comparisons between linear and non-linear models for microtitre plate bioassays. Dev Biol (Basel). 2002, 107: 11-23. Lansky D: Strip-plot designs, mixed models, and comparisons between linear and non-linear models for microtitre plate bioassays. Dev Biol (Basel). 2002, 107: 11-23.
21.
go back to reference Hemker HC, Giesen P, Al Dieri R, Regnault V, De Smedt E, Wagenvoord R, Lecompte T, Beguin S: Calibrated automated thrombin generation measurement in clotting plasma. Pathophysiol Haemost Thromb. 2003, 33: 4-15. 10.1159/000071636.CrossRefPubMed Hemker HC, Giesen P, Al Dieri R, Regnault V, De Smedt E, Wagenvoord R, Lecompte T, Beguin S: Calibrated automated thrombin generation measurement in clotting plasma. Pathophysiol Haemost Thromb. 2003, 33: 4-15. 10.1159/000071636.CrossRefPubMed
22.
go back to reference Van Berkel SS, Van der Lee B, Van Delft FL, Wagenvoord R, Hemker HC, Rutjes FP: Fluorogenic peptide-based substrates for monitoring thrombin activity. Chem Med Chem. 2012, 7: 606-617.CrossRefPubMed Van Berkel SS, Van der Lee B, Van Delft FL, Wagenvoord R, Hemker HC, Rutjes FP: Fluorogenic peptide-based substrates for monitoring thrombin activity. Chem Med Chem. 2012, 7: 606-617.CrossRefPubMed
Metadata
Title
Correction of microplate location effects improves performance of the thrombin generation test
Authors
Yideng Liang
Samuel A Woodle
Alexey M Shibeko
Timothy K Lee
Mikhail V Ovanesov
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Thrombosis Journal / Issue 1/2013
Electronic ISSN: 1477-9560
DOI
https://doi.org/10.1186/1477-9560-11-12

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