Real life dabigatran and metabolite concentrations, focused on inter-patient variability and assay differences in patients with atrial fibrillation
-
Kristel Boonen
Abstract
Background:
Dabigatran is prescribed to increasing numbers of patients with atrial fibrillation (AF). Although routine monitoring is not considered to be useful, measuring drug concentrations can be clinically relevant in specific situations. The aim of this study was the comparison of different functional and non-functional assays for determination of dabigatran concentrations at different timepoints in a real-life patient population with AF. We focused on the differences between assays in identifying patients with low drug concentrations. Furthermore, we studied the effect of glucuronidation on the established concentration as determined with different assays.
Methods:
This study established dabigatran concentration ranges in 40 real-life AF patients by an ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) reference method and compared these with results from coagulation assays (Hemoclot dTT, LD-dTT and ECA). Samples were taken just before and 2 and 4 h after taking the drug.
Results:
A wide range of concentrations at different time points was found in this patient group. Coagulation assays correlate best with UPLC-MS/MS results that include the glucuronidated metabolites, showing that the pharmacologically active glucuronides are also measured in coagulation testing. The LD-dTT has the best agreement with UPLC-MS/MS and combines good sensitivity with high specificity. Several patients show consistently low or high drug concentrations, implying that drug exposure differs between patients.
Conclusions:
Based on the association of dabigatran concentrations with bleeding and thromboembolic risk, we believe that dabigatran monitoring could be beneficial for further optimizing anticoagulation therapy in AF.
Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
Research funding: None declared.
Employment or leadership: None declared.
Honorarium: None declared.
Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis, and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.
References
1. Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, et al. Dabigatran versus warfarin in patients with atrial fibrillation. N Engl J Med 2009;361:1139–51.10.1056/NEJMoa0905561Search in Google Scholar PubMed
2. Cohen D. Dabigatran: how the drug company withheld important analyses. Br Med J 2014;349:4670.10.1136/bmj.g4670Search in Google Scholar PubMed
3. Huisman MV, Lip GY, Diener H-C, Brueckmann M, van Ryn J, Clemens A. Dabigatran etexilate for stroke prevention in patients with atrial fibrillation: resolving uncertainties in routine practice. Thromb Haemost 2012;107:838–47.10.1160/TH11-10-0718Search in Google Scholar PubMed
4. Lippi G, Favaloro EJ. Recent guidelines and recommendations for laboratory assessment of the directs oral anticoagulants (DOACs): is there consensus? Clin Chem Lab Med 2015;53:185–97.10.1515/cclm-2014-0767Search in Google Scholar PubMed
5. Mismetti P, Laporte S. New oral antithrombotics: a need for laboratory monitoring. For. J Thromb Haemost 2010;8: 621–6.10.1111/j.1538-7836.2010.03764.xSearch in Google Scholar PubMed
6. Reilly PA, Lehr T, Haertter S, Connolly SJ, Yusuf S, Eikelboom JW, et al. The effect of dabigatran plasma concentrations and patient characteristics on the frequency of ischemic stroke and major bleeding in atrial fibrillation patients. J Am Coll Cardiol 2014;63:321–8.10.1016/j.jacc.2013.07.104Search in Google Scholar PubMed
7. Chin PK, Wright DF, Patterson DM, Doogue MW, Begg EJ. A proposal for dose-adjustment of dabigatran etexilate in atrial fibrillation guided by thrombin time. Br J Clin Pharmacol 2014;78:599–609.10.1111/bcp.12364Search in Google Scholar PubMed PubMed Central
8. Schmitz EM, Boonen K, van den Heuvel DJ, van Dongen JL, Schellings MW, Emmen JM, et al. Determination of dabigatran, rivaroxaban and apixaban by ultra-performance liquid chromatography – tandem mass spectrometry (UPLC-MS/MS) and coagulation assays for therapy monitoring of novel direct oral anticoagulants. J Thromb Haemost 2014;12:1636–46.10.1111/jth.12702Search in Google Scholar PubMed
9. Antovic JP, Skeppholm M, Eintrei J, Boija EE, Söderblom L, Norberg EM, et al. Evaluation of coagulation assays versus LC-MS/MS for determinations of dabigatran concentrations in plasma. Eur J Clin Pharmacol 2013;69:1875–81.10.1007/s00228-013-1550-4Search in Google Scholar PubMed
10. van Ryn J, Stangier J, Haertter S, Liesenfeld KH, Wienen W, Feuring M, et al. Dabigatran etexilate – a novel, reversible, oral direct thrombin inhibitor: Interpretation of coagulation assays and reversal of anticoagulant activity. Thromb Haemost 2010;103:1116–27.10.1160/TH09-11-0758Search in Google Scholar PubMed
11. European Medicines Agency. Pradaxa. Summary of Product Characteristics, 2009;p. 47.Search in Google Scholar
12. Stangier J, Stahle H, Rathgen K, Fuhr R. Pharmacokinetics and pharmacodynamics of the direct oral thrombin inhibitor dabigatran in healthy elderly subjects. Clin Pharmacokinet 2008;47:47–59.10.2165/00003088-200847010-00005Search in Google Scholar PubMed
13. Hawes EM, Deal AM, Funk-Adcock D, Gosselin R, Jeanneret C, Cook AM, et al. Performance of coagulation tests in patients on therapeutic doses of dabigatran: a cross-sectional pharmacodynamic study based on peak and trough plasma levels. J Thromb Haemost 2013;11:1493–502.10.1111/jth.12308Search in Google Scholar PubMed
14. Skeppholm M, Hjemdahl P, Antovic JP, Muhrbeck J, Eintrei J, Rönquist-Nii Y, et al. On the monitoring of dabigatran treatment in “real life” patients with atrial fibrillation. Tromb Res 2014;134:783–9.10.1016/j.thromres.2014.06.016Search in Google Scholar PubMed
15. Blech S, Ebner T, Ludwig-Schwellinger E, Stangier J, Roth W. The metabolism and disposition of the oral direct thrombin inhibitor, dabigatran, in humans. Drug Metab Dispos 2008;36:386–99.10.1124/dmd.107.019083Search in Google Scholar PubMed
16. Ebner T, Wagner K, Wienen W. Dabigatran acylglucuronide, the major human metabolite of dabigatran: In vitro formation, stability, and farmacological activity. Drug Metas Dispos 2010;38:1567–75.10.1124/dmd.110.033696Search in Google Scholar PubMed
17. Ezekowitz MD, Reilly PA, Nehmiz G, Simmers TA, Nagarakanti R, Parcham-Azad K, et al. Dabigatran with or without concomitant aspirin compared with warfarin alone in patients with nonvalvular atrial fibrillation (PETRO study). Am J Cardiol 2007;100:1419–26.10.1016/j.amjcard.2007.06.034Search in Google Scholar PubMed
18. Chan NC, Coppens M, Hirsh J, Ginsberg JS, Weitz JI, Vanassche T, et al. Real-world variability in dabigatran levels in patients with atrial fibrillation. J Thromb Haemost 2015;13:353–9.10.1111/jth.12823Search in Google Scholar PubMed
19. Janssen AM, van de Kerkhof D, Szabó B, Durian MF, van der Voort PH. Left atrial thrombus under dabigatran in a patient with nonvalvular atrial fibrillation. Neth J Med 2016;74:313–5.Search in Google Scholar
20. Laureano M, Crowther M, Eikelboom J, Boonyawat K. Measurement of dabigatran drug levels to manage patients taking interacting drugs: a case report. Am J Med 2016;129:e247–8.10.1016/j.amjmed.2016.06.017Search in Google Scholar PubMed
21. Stangier J, Rathgen K, Stähle H, Gansser D, Roth W. The pharmacokinetics, pharmacodynamics and tolerability of dabigatran etexilate, a new oral direct thrombin inhibitor, in healthy male subjects. Br J Clin Pharmacol 2007;64:292–303.10.1111/j.1365-2125.2007.02899.xSearch in Google Scholar PubMed PubMed Central
22. Samoš M, Stančiaková L, Ivanková J, Staško J, Kovář F, Dobrotová M, et al. Monitoring of dabigatran therapy using Hemoclot® thrombin inhibitor assay in patients with atrial fibrillation. J Thromb Thrombolysis 2015;39:95–100.10.1007/s11239-014-1125-ySearch in Google Scholar PubMed
23. Douxfils J, Lessire S, Dincq A-S, Hjemdahl P, Rönquist-Nii Y, Pohanka A, et al. Estimation of dabigatran plasma concentrations in the perioperative setting. An ex vivo study using dedicated coagulation assays. Thromb Haemost 2015;113:862–9.10.1182/blood.V124.21.1549.1549Search in Google Scholar PubMed
24. Stangier J, Feuring M. Using the HEMOCLOT direct thrombin inhibitor assay to determine plasma concentrations of dabigatran. Blood Coagul Fibrinolysis 2012;23:138–43.10.1097/MBC.0b013e32834f1b0cSearch in Google Scholar PubMed
25. Douxfils J, Mullier F, Robert S, Chatelain C, Chatelain B, Dogné JM. Impact of dabigatran on a large panel of routine or specific coagulation assays. Laboratory recommendations for monitoring of dabigatran etexilate. Thromb Haemost 2012;107:985–97.10.1160/TH11-11-0804Search in Google Scholar PubMed
Supplemental Material:
The online version of this article offers supplementary material (https://doi.org/10.1515/cclm-2016-0681).
©2017 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Editorial
- Tumor microenvironment and systemic disease: a dual target in medical oncology (also in the case of biomarkers)
- Reviews
- Sample types applied for molecular diagnosis of therapeutic management of advanced non-small cell lung cancer in the precision medicine
- The impact of pneumatic tube system on routine laboratory parameters: a systematic review and meta-analysis
- Opinion Paper
- How to reduce scientific irreproducibility: the 5-year reflection
- EFLM Paper
- Strategies to define performance specifications in laboratory medicine: 3 years on from the Milan Strategic Conference
- General Clinical Chemistry and Laboratory Medicine
- Intensive educational efforts combined with external quality assessment improve the preanalytical phase in general practitioner offices and nursing homes
- Separate patient serum sodium medians from males and females provide independent information on analytical bias
- Are admission procalcitonin levels universal mortality predictors across different medical emergency patient populations? Results from the multi-national, prospective, observational TRIAGE study
- Biochemical testing in a laboratory tent and semi-intensive care of Ebola patients on-site in a remote part of Guinea: a paradigm shift based on a bleach-sensitive point-of-care device
- Efficient reporting of the estimated glomerular filtration rate without height in pediatric patients with cancer
- Evaluation of thyroid test utilization through analysis of population-level data
- Relation of serum γ-glutamyl transferase activity with copper in an adult population
- Impact of a single oral dose of 100,000 IU vitamin D3 on profiles of serum 25(OH)D3 and its metabolites 24,25(OH)2D3, 3-epi-25(OH)D3, and 1,25(OH)2D3 in adults with vitamin D insufficiency
- Automated antinuclear immunofluorescence antibody analysis is a reliable approach in routine clinical laboratories
- Infrared analyzers for breast milk analysis: fat levels can influence the accuracy of protein measurements
- Hematology and Coagulation
- A new approach to define acceptance limits for hematology in external quality assessment schemes
- The effects of transport by car on coagulation tests
- Combined measurement of factor XIII and D-dimer is helpful for differential diagnosis in patients with suspected pulmonary embolism
- Reference Values and Biological Variations
- Influence of age, gender and body mass index on late-night salivary cortisol in healthy adults
- Cancer Diagnostics
- Assessment of real-time PCR method for detection of EGFR mutation using both supernatant and cell pellet of malignant pleural effusion samples from non-small-cell lung cancer patients
- Detection of EGFR mutations in patients with non-small cell lung cancer by high resolution melting. Comparison with other methods
- Predicting outcomes of EGFR-targeted therapy in non-small cell lung cancer patients using pleural effusions samples and peptide nucleic acid probe assay
- Analytical and clinical performance of thyroglobulin autoantibody assays in thyroid cancer follow-up
- Thyroglobulin autoantibodies before radioiodine ablation predict differentiated thyroid cancer outcome
- Cardiovascular Diseases
- Real life dabigatran and metabolite concentrations, focused on inter-patient variability and assay differences in patients with atrial fibrillation
- Infectious Diseases
- HIV avidity index performance using a modified fourth-generation immunoassay to detect recent HIV infections
- Letters to the Editor
- Effect of age on serum prostate-specific antigen in women
- Falsely elevated thyroid-stimulating hormone value due to anti-ruthenium antibodies in a patient with primary hypothyroidism: a case report
- High titers of anti-infliximab antibody do not interfere with Abbott immunoassays
- Extraordinarily elevated serum CA19-9 in a patient with posterior mediastinum cyst: a case report
- Low levels of 25-OH vitamin D in women with endometriosis and associated pelvic pain
- Evaluation of serum cortisol biological variation in the evening withdrawal
- Distinction between urine crystals by automated urine analyzer SediMAX conTRUST is specific but lacks sensitivity
- Impact of heat-inactivation on anti-Toxoplasma IgM antibody levels
Articles in the same Issue
- Frontmatter
- Editorial
- Tumor microenvironment and systemic disease: a dual target in medical oncology (also in the case of biomarkers)
- Reviews
- Sample types applied for molecular diagnosis of therapeutic management of advanced non-small cell lung cancer in the precision medicine
- The impact of pneumatic tube system on routine laboratory parameters: a systematic review and meta-analysis
- Opinion Paper
- How to reduce scientific irreproducibility: the 5-year reflection
- EFLM Paper
- Strategies to define performance specifications in laboratory medicine: 3 years on from the Milan Strategic Conference
- General Clinical Chemistry and Laboratory Medicine
- Intensive educational efforts combined with external quality assessment improve the preanalytical phase in general practitioner offices and nursing homes
- Separate patient serum sodium medians from males and females provide independent information on analytical bias
- Are admission procalcitonin levels universal mortality predictors across different medical emergency patient populations? Results from the multi-national, prospective, observational TRIAGE study
- Biochemical testing in a laboratory tent and semi-intensive care of Ebola patients on-site in a remote part of Guinea: a paradigm shift based on a bleach-sensitive point-of-care device
- Efficient reporting of the estimated glomerular filtration rate without height in pediatric patients with cancer
- Evaluation of thyroid test utilization through analysis of population-level data
- Relation of serum γ-glutamyl transferase activity with copper in an adult population
- Impact of a single oral dose of 100,000 IU vitamin D3 on profiles of serum 25(OH)D3 and its metabolites 24,25(OH)2D3, 3-epi-25(OH)D3, and 1,25(OH)2D3 in adults with vitamin D insufficiency
- Automated antinuclear immunofluorescence antibody analysis is a reliable approach in routine clinical laboratories
- Infrared analyzers for breast milk analysis: fat levels can influence the accuracy of protein measurements
- Hematology and Coagulation
- A new approach to define acceptance limits for hematology in external quality assessment schemes
- The effects of transport by car on coagulation tests
- Combined measurement of factor XIII and D-dimer is helpful for differential diagnosis in patients with suspected pulmonary embolism
- Reference Values and Biological Variations
- Influence of age, gender and body mass index on late-night salivary cortisol in healthy adults
- Cancer Diagnostics
- Assessment of real-time PCR method for detection of EGFR mutation using both supernatant and cell pellet of malignant pleural effusion samples from non-small-cell lung cancer patients
- Detection of EGFR mutations in patients with non-small cell lung cancer by high resolution melting. Comparison with other methods
- Predicting outcomes of EGFR-targeted therapy in non-small cell lung cancer patients using pleural effusions samples and peptide nucleic acid probe assay
- Analytical and clinical performance of thyroglobulin autoantibody assays in thyroid cancer follow-up
- Thyroglobulin autoantibodies before radioiodine ablation predict differentiated thyroid cancer outcome
- Cardiovascular Diseases
- Real life dabigatran and metabolite concentrations, focused on inter-patient variability and assay differences in patients with atrial fibrillation
- Infectious Diseases
- HIV avidity index performance using a modified fourth-generation immunoassay to detect recent HIV infections
- Letters to the Editor
- Effect of age on serum prostate-specific antigen in women
- Falsely elevated thyroid-stimulating hormone value due to anti-ruthenium antibodies in a patient with primary hypothyroidism: a case report
- High titers of anti-infliximab antibody do not interfere with Abbott immunoassays
- Extraordinarily elevated serum CA19-9 in a patient with posterior mediastinum cyst: a case report
- Low levels of 25-OH vitamin D in women with endometriosis and associated pelvic pain
- Evaluation of serum cortisol biological variation in the evening withdrawal
- Distinction between urine crystals by automated urine analyzer SediMAX conTRUST is specific but lacks sensitivity
- Impact of heat-inactivation on anti-Toxoplasma IgM antibody levels