Abstract
Purpose
The objective of this study was to identify the most clinically relevant drug–drug interactions (DDIs) at risk of affecting acenocoumarol safety in our tertiary care university hospital, a 2,000 bed institution.
Methods
We identified DDIs occurring with acenocoumarol by combining two different sources of information: a 1-year retrospective analysis of acenocoumarol prescriptions and comedications from our Computerized Physician Order Entry (CPOE) system (n = 2,439 hospitalizations) and a retrospective study of clinical pharmacology consultations involving acenocoumarol over the past 14 years (1994–2007) (n = 407). We classified these DDIs using an original risk-analysis method. A criticality index was calculated for each associated drug by multiplying three scores based on mechanism of interaction, involvement in a supratherapeutic international normalized ratio (INR) (≥ 6) and involvement in a severe bleeding.
Results
One hundred and twenty-six DDIs were identified and weighted. Twenty-eight drugs had a criticality index ≥ 20 and were therefore considered at high risk for interacting with acenocoumarol by increasing its effect: 75% of these drugs involved a pharmacokinetic mechanism and 14 % a pharmacodynamic mechanism. An unknown mechanism of interaction was involved in 11 % of drugs.
Conclusion
Twenty-eight specific drugs were identified as being at high risk for interacting with acenocoumarol in our hospital using an original risk-analysis method. Most analyzed drugs interact with acenocoumarol via a pharmacokinetic mechanism. Actions such as the implementation of alerts in our CPOE system should be specifically developed for these drugs.
Similar content being viewed by others
References
Baglin TP, Keeling DM, Watson HG (2006) Guidelines on oral anticoagulation (warfarin): third edition–2005 update. Br J Haematol 132(3):277–285. doi:10.1111/j.1365-2141.2005.05856.x
Thijssen HH, Flinois JP, Beaune PH (2000) Cytochrome P4502C9 is the principal catalyst of racemic acenocoumarol hydroxylation reactions in human liver microsomes. Drug Metab Dispos 28(11):1284–1290
Ufer M (2005) Comparative pharmacokinetics of vitamin K antagonists: warfarin, phenprocoumon and acenocoumarol. Clin Pharmacokinet 44(12):1227–1246
Lindh JD, Holm L, Dahl ML, Alfredsson L, Rane A (2008) Incidence and predictors of severe bleeding during warfarin treatment. J Thromb Thrombolysis 25(2):151–159. doi:10.1007/s11239-007-0048-2
Ansell J, Hirsh J, Hylek E, Jacobson A, Crowther M, Palareti G (2008) Pharmacology and management of the vitamin K antagonists: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines, 8th edn. Chest 133[6 Suppl]:160S–198S. doi:10.1378/chest.08-0670
Palareti G, Leali N, Coccheri S, Poggi M, Manotti C, D'Angelo A, Pengo V, Erba N, Moia M, Ciavarella N, Devoto G, Berrettini M, Musolesi S (1996) Bleeding complications of oral anticoagulant treatment: an inception-cohort, prospective collaborative study (ISCOAT). Italian Study on Complications of Oral Anticoagulant Therapy. Lancet 348(9025):423–428
Pirmohamed M, James S, Meakin S, Green C, Scott AK, Walley TJ, Farrar K, Park BK, Breckenridge AM (2004) Adverse drug reactions as cause of admission to hospital: prospective analysis of 18 820 patients. Br Med J 329(7456):15–19. doi:10.1136/bmj.329.7456.15
Wasserfallen J, Livio F, Buclin T, Tillet L, Yersin B, Biollaz J (2001) Rate, type, and cost of adverse drug reactions in emergency department admissions. Eur J Intern Med 12(5):442–447
Bates DW, Spell N, Cullen DJ, Burdick E, Laird N, Petersen LA, Small SD, Sweitzer BJ, Leape LL (1997) The costs of adverse drug events in hospitalized patients. Adverse Drug Events Prevention Study Group. JAMA 277(4):307–311
Thomsen LA, Winterstein AG, Sondergaard B, Haugbolle LS, Melander A (2007) Systematic review of the incidence and characteristics of preventable adverse drug events in ambulatory care. Ann Pharmacother 41(9):1411–1426. doi:10.1345/aph.1H658
Gage BF, Eby C, Johnson JA, Deych E, Rieder MJ, Ridker PM, Milligan PE, Grice G, Lenzini P, Rettie AE, Aquilante CL, Grosso L, Marsh S, Langaee T, Farnett LE, Voora D, Veenstra DL, Glynn RJ, Barrett A, McLeod HL (2008) Use of pharmacogenetic and clinical factors to predict the therapeutic dose of warfarin. Clin Pharmacol Ther 84(3):326–331. doi:10.1038/clpt.2008.10
Penning-van Beest FJ, Koerselman J, Herings RM (2007) Quantity and quality of potential drug interactions with coumarin anticoagulants in the Netherlands. Pharm World Sci 29(6):671–675. doi:10.1007/s11096-007-9127-x
Gasse C, Hollowell J, Meier CR, Haefeli WE (2005) Drug interactions and risk of acute bleeding leading to hospitalisation or death in patients with chronic atrial fibrillation treated with warfarin. Thromb Haemost 94(3):537–543. doi:10.1160/TH05-03-0166
Jonsson AK, Spigset O, Jacobsson I, Hagg S (2007) Cerebral haemorrhage induced by warfarin - the influence of drug-drug interactions. Pharmacoepidemiol Drug Saf 16(3):309–315. doi:10.1002/pds.1291
Hauta-Aho M, Tirkkonen T, Vahlberg T, Laine K (2009) The effect of drug interactions on bleeding risk associated with warfarin therapy in hospitalized patients. Ann Med 41(8):619–628
Documed SA (2009) Monography of sintrom. In: Compendium Suisse des médicaments. Documed SA, Basel, pp 3902–3903
UpToDate. Available at:http://www.uptodate.com/contents/drug-interaction. Accessed 12 Oct 2008
Thomson Reuters (Healthcare) Inc.Available at: http://www.thomsonhc.com/hcs/librarian. Accessed 12 Oct 2008
Anthony M, Romero K, Malone DC, Hines LE, Higgins L, Woosley RL (2009) Warfarin interactions with substances listed in drug information compendia and in the FDA-approved label for warfarin sodium. Clin Pharmacol Ther 86(4):425–429. doi:10.1038/clpt.2009.95
Magnus D, Rodgers S, Avery AJ (2002) GPs' views on computerized drug interaction alerts: questionnaire survey. J Clin Pharm Ther 27(5):377–382
Grizzle AJ, Mahmood MH, Ko Y, Murphy JE, Armstrong EP, Skrepnek GH, Jones WN, Schepers GP, Nichol WP, Houranieh A, Dare DC, Hoey CT, Malone DC (2007) Reasons provided by prescribers when overriding drug-drug interaction alerts. Am J Manag Care 13(10):573–578
Ko Y, Abarca J, Malone DC, Dare DC, Geraets D, Houranieh A, Jones WN, Nichol WP, Schepers GP, Wilhardt M (2007) Practitioners' views on computerized drug-drug interaction alerts in the VA system. J Am Med Inform Assoc 14(1):56–64. doi:10.1197/jamia.M2224
Williams E, Talley R (1994) The use of failure mode effect and criticality analysis in a medication error subcommittee. Hosp Pharm 29(4):331-332, 334-336, 339
Benjamin DM (2003) Reducing medication errors and increasing patient safety: case studies in clinical pharmacology. J Clin Pharmacol 43(7):768–783
Institute of Health Care Improvment. Available at: http://www.ihi.org/knowledge/Pages/Tools/FailureModesandEffectsAnalysisTool.aspx. Accessed 10 April 2012
Bonnabry P, Despont-Gros C, Grauser D, Casez P, Despond M, Pugin D, Rivara-Mangeat C, Koch M, Vial M, Iten A, Lovis C (2008) A risk analysis method to evaluate the impact of a computerized provider order entry system on patient safety. J Am Med Inform Assoc 15(4):453–460
Crane J, Crane FG (2006) Preventing medication errors in hospitals through a systems approach and technological innovation: a prescription for 2010. Hosp Top 84(4):3–8
De Giorgi I, Fonzo-Christe C, Cingria L, Caredda B, Meyer V, Pfister RE, Bonnabry P (2010) Risk and pharmacoeconomic analyses of the injectable medication process in the paediatric and neonatal intensive care units. Int J Qual Health Care 22(3):170–178
Hylek EM, Chang YC, Skates SJ, Hughes RA, Singer DE (2000) Prospective study of the outcomes of ambulatory patients with excessive warfarin anticoagulation. Arch Intern Med 160(11):1612–1617
van der Meer FJ, Rosendaal FR, Vandenbroucke JP, Briet E (1996) Assessment of a bleeding risk index in two cohorts of patients treated with oral anticoagulants. Thromb Haemost 76(1):12–16
Service de pharmacologie en toxicologie cliniques HUG.Available at: www.pharmacoclin.ch. Accessed 7 Oct 2008
Thériaque. Available at: www.theriaque.org. Accessed 12 Oct 2008
Lu Y, Won KA, Nelson BJ, Qi D, Rausch DJ, Asinger RW (2008) Characteristics of the amiodarone-warfarin interaction during long-term follow-up. Am J Health Syst Pharm 65(10):947–952. doi:10.2146/ajhp060415
Holbrook AM, Pereira JA, Labiris R, McDonald H, Douketis JD, Crowther M, Wells PS (2005) Systematic overview of warfarin and its drug and food interactions. Arch Intern Med 165(10):1095–1106. doi:10.1001/archinte.165.10.1095
Lexi-Comp Online™. Interaction monograph. Vitamin K antagonists/esomeprazole. Available at: http://www.uptodate.com/crlsql/interact/frameset.jsp. Accessed 25 Mar 2012
Uno T, Sugimoto K, Sugawara K, Tateishi T (2008) The role of cytochrome P2C19 in R-warfarin pharmacokinetics and its interaction with omeprazole. Ther Drug Monit 30(3):276–281. doi:10.1097/FTD.0b013e31816e2d8e
Ogilvie BW, Yerino P, Kazmi F, Buckley DB, Rostami-Hodjegan A, Paris BL, Toren P, Parkinson A (2011) The proton pump inhibitor, omeprazole, but not lansoprazole or pantoprazole, is a metabolism-dependent inhibitor of CYP2C19: implications for coadministration with clopidogrel. Drug Metab Dispos 39(11):2020–2033
Angiolillo DJ, Gibson CM, Cheng S, Ollier C, Nicolas O, Bergougnan L, Perrin L, LaCreta FP, Hurbin F, Dubar M (2011) Differential effects of omeprazole and pantoprazole on the pharmacodynamics and pharmacokinetics of clopidogrel in healthy subjects: randomized, placebo-controlled, crossover comparison studies. Clin Pharmacol Ther 89(1):65–74
Grau E, Perella M, Pastor E (1996) Simvastatin-oral anticoagulant interaction. Lancet 347(8998):405–406
Lin JC, Ito MK, Stolley SN, Morreale AP, Marcus DB (1999) The effect of converting from pravastatin to simvastatin on the pharmacodynamics of warfarin. J Clin Pharmacol 39(1):86–90
Snaith A, Pugh L, Simpson CR, McLay JS (2008) The potential for interaction between warfarin and coprescribed medication: a retrospective study in primary care. Am J Cardiovasc Drugs 8(3):207–212
Wittkowsky AK (2003) Warfarin and other coumarin derivatives: pharmacokinetics, pharmacodynamics, and drug interactions. Semin Vasc Med 3(3):221–230. doi:10.1055/s-2003-44457
Wittkowsky AK (2001) Drug interactions update: drugs, herbs, and oral anticoagulation. J Thromb Thrombolysis 12(1):67–71
McCloskey DJ, Postolache TT, Vittone BJ, Nghiem KL, Monsale JL, Wesley RA, Rick ME (2008) Selective serotonin reuptake inhibitors: measurement of effect on platelet function. Transl Res 151(3):168–172. doi:10.1016/j.trsl.2007.10.004
Halperin D, Reber G (2007) Influence of antidepressants on hemostasis. Dialogues Clin Neurosci 9(1):47–59
de Abajo FJ, Montero D, Rodriguez LA, Madurga M (2006) Antidepressants and risk of upper gastrointestinal bleeding. Basic Clin Pharmacol Toxicol 98(3):304–310
Dalton SO, Sorensen HT, Johansen C (2006) SSRIs and upper gastrointestinal bleeding: what is known and how should it influence prescribing? CNS Drugs 20(2):143–151
Schelleman H, Brensinger CM, Bilker WB, Hennessy S (2011) Antidepressant-warfarin interaction and associated gastrointestinal bleeding risk in a case–control study. PLoS One 6(6):e21447
Schalekamp T, Klungel OH, Souverein PC, de Boer A (2008) Increased bleeding risk with concurrent use of selective serotonin reuptake inhibitors and coumarins. Arch Intern Med 168(2):180–185
Documed SA (2012) Monography of sintrom. In: Compendium Suisse des médicaments. Documed SA, Basel, pp 5068–5070
Delaney JA, Opatrny L, Brophy JM, Suissa S (2007) Drug–drug interactions between antithrombotic medications and the risk of gastrointestinal bleeding. Can Med Assoc J 177(4):347–351. doi:10.1503/cmaj.070186
Vitry AI, Roughead EE, Ramsay EN, Preiss AK, Ryan P, Gilbert AL, Caughey GE, Shakib S, Esterman A, Zhang Y, McDermott RA (2011) Major bleeding risk associated with warfarin and co-medications in the elderly population. Pharmacoepidemiol Drug Saf 20(10):1057–1063
Hughes GJ, Patel PN, Saxena N (2011) Effect of acetaminophen on international normalized ratio in patients receiving warfarin therapy. Pharmacotherapy 31(6):591–597
Lexi-Comp Online™. Interaction monograph. Vitamin K antagonists/acetaminophen. Available at: http://www.uptodate.com/crlsql/interact/frameset.jsp. Accessed 25 Mar 2012
Lexi-Comp Online™ Interaction Monograph. Vitamin K Antagonists/Macrolide Antibiotics. http://www.uptodate.com/crlsql/interact/frameset.jsp (accessed March 25, 2012).
Baillargeon J, Holmes HM, Lin YL, Raji MA, Sharma G, Kuo YF (2012) Concurrent use of warfarin and antibiotics and the risk of bleeding in older adults. Am J Med 125(2):183–189
Lexi-Comp Online™. Interaction monograph. Warfarin/corticosteroids. Available at: http://www.uptodate.com/crlsql/interact/frameset.jsp. Accessed 25 Mar 2012
Penning-van Beest F, Erkens J, Petersen KU, Koelz HR, Herings R (2005) Main comedications associated with major bleeding during anticoagulant therapy with coumarins. Eur J Clin Pharmacol 61(5–6):439–444. doi:10.1007/s00228-005-0947-0
Narum S, Solhaug V, Myhr K, Johansen PW, Brors O, Kringen MK (2011) Warfarin-associated bleeding events and concomitant use of potentially interacting medicines reported to the Norwegian spontaneous reporting system. Br J Clin Pharmacol 71(2):254–262
Suh DC, Nelson WW, Choi JC, Choi I (2012) Risk of hemorrhage and treatment costs associated with warfarin drug interactions in patients with atrial fibrillation. Clin Ther 34(7):1569–1582
Kuperman GJ, Bobb A, Payne TH, Avery AJ, Gandhi TK, Burns G, Classen DC, Bates DW (2007) Medication-related clinical decision support in computerized provider order entry systems: a review. J Am Med Inform Assoc 14(1):29–40
Paterno MD, Maviglia SM, Gorman PN, Seger DL, Yoshida E, Seger AC, Bates DW, Gandhi TK (2009) Tiering drug-drug interaction alerts by severity increases compliance rates. J Am Med Inform Assoc 16(1):40–46
Phansalkar S, Desai AA, Bell D, Yoshida E, Doole J, Czochanski M, Middleton B, Bates DW (2012) High-priority drug-drug interactions for use in electronic health records. J Am Med Inform Assoc. doi:10.1136/amiajnl-2011-000612
Conflict of interest
None.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Gschwind, L., Rollason, V., Lovis, C. et al. Identification and weighting of the most critical “real-life” drug–drug interactions with acenocoumarol in a tertiary care hospital. Eur J Clin Pharmacol 69, 617–627 (2013). https://doi.org/10.1007/s00228-012-1358-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00228-012-1358-7