Abstract
Purpose
The aim of this study was to estimate the proportion of bleedings that occurred among warfarin users attributable to the concomitant use of other medications. A general approach for measuring the impact of the prescriptive inappropriateness on drug adverse outcomes at the population level is described.
Methods
A meta-analysis was conducted to obtain summary relative risks of bleeding associated with concurrent use of warfarin and other medications compared to warfarin use alone. A population-based investigation was performed, in an Italian cohort of cardiopathic patients aged 65 years or older, to estimate the prevalence of concurrent users of warfarin and other medicaments. The population attributable fraction was computed by combining data on summary relative risks and prevalence of concurrent users.
Results
Concomitant use of warfarin and cotrimoxazole, amiodarone, quinolones, macrolides, platelet aggregation inhibitors, SSRIs, NSAIDs, and lipid-lowering agents was associated with an increased risk of bleeding. The corresponding attributable fractions were 3% (95% CI 2 to 4%), 21% (1 to 41%), 21% (17 to 25%), 9% (8 to 10%), 14% (12 to 16%), 6% (5 to 8%), 10% (1 to 20%), and 8% (0 to 18%), respectively.
Conclusions
More than half of bleeding events occurring among frail elderly using warfarin are attributable to a concomitant use of warfarin with certain drugs. Because some of these drugs appear to be essential for the treatment/prevention of cardiovascular conditions, and their concomitant use with warfarin could be acceptable in some cases, proper INR-monitoring and warfarin dose adjustments are requested.
Similar content being viewed by others
References
Lloyd Jones DM, Wang TJ, Leip EP et al (2004) Lifetime risk for development of atrial fibrillation the Framingham heart study. Circulation 110:1042–1046
Wolf PA, Abbott RD, Kannel W (1991) Atrial fibrillation as an independent risk factor for stroke: the Framingham study. Stroke 22:983–988
Stewart S, Hart CL, Hole DJ, McMurray JJ (2002) A population-based study of the long-term risks associated with atrial fibrillation: 20-year follow-up of the Renfrew/paisley study. Am J Med 113:359–364
Marinigh R, Lip GY, Fiotti N, Giansante C, Lane DA (2010) Age as a risk factor for stroke in atrial fibrillation patients: Implications for thromboprophylaxis. J Am Coll Cardiol 56:827–837
Bonow RO, Carabello BA, Chatterjee K, de Leon AC Jr, Faxon DP, Freed MD, Gaasch WH, Lytle BW, Nishimura RA, O'Gara PT, O'Rourke RA, Otto CM, Shah PM, Shanewise JS, 2006 Writing Committee Members, American College of Cardiology/American Heart Association Task Force (2008) Focused update incorporated into the ACC/AHA 2006 guidelines for the management of patients with valvular heart disease. Circulation 118(15):e523–e661
Kearon C, Kahn SR, Agnelli G, Goldhaber S, Raskob GE, Comerota AJ (2008) Antithrombotic therapy for venous thromboembolic disease. Chest 133(6 suppl):454S–545S
Hart RG, Pearce LA, Aguilar MI (2007) Meta-analysis: antithrombotic therapy to prevent stroke in patients who have nonvalvular atrial fibrillation. Ann Intern Med 146:857–867
Teklay G, Shiferaw N, Legesse B, Bekele ML (2014) Drug-drug interactions and risk of bleeding among inpatients on warfarin therapy: a prospective observational study. Thromb J 12:20
Rikala M, Kastarinen H, Tiittanen P, Huupponen R, Korhonen MJ (2016) Natural history of bleeding and characteristics of early bleeders among warfarin initiators – a cohort study in Finland. Clin Epidemiol 8:23–35
Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, Pogue J, Reilly PA, Themeles E, Varrone J, Wang S, Alings M, Xavier D, Zhu J, Diaz R, Lewis BS, Darius H, Diener HC, Joyner CD, Wallentin L, RE-LY Steering Committee and Investigators (2009) Dabigatran versus warfarin in patients with atrial fibrillation. N Engl J Med 361:1139–1151
Patel MR, Mahaffey KW, Garg J, Pan G, Singer DE, Hacke W, Breithardt G, Halperin JL, Hankey GJ, Piccini JP, Becker RC, Nessel CC, Paolini JF, Berkowitz SD, Fox KAA, Califf RM, the ROCKET AF Steering Committee (2011) Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med 365:883–891
Granger CB, Alexander JH, McMurray JJ et al (2011) Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med 365:981–992
Giugliano RP, Ruff CT, Braunwald E, Murphy SA, Wiviott SD, Halperin JL, Waldo AL, Ezekowitz MD, Weitz JI, Špinar J, Ruzyllo W, Ruda M, Koretsune Y, Betcher J, Shi M, Grip LT, Patel SP, Patel I, Hanyok JJ, Mercuri M, Antman EM, ENGAGE AF-TIMI 48 Investigators (2013) Edoxaban versus warfarin in patients with atrial fibrillation. N Engl J Med 369:2093–2104
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 165:1095–1106
Jacobs LG (2008) Warfarin pharmacology, clinical management, and evaluation of hemorrhagic risk for the elderly. Cardiol Clin 26(2):157–167
Halperin JL, Hankey GJ, Wojdyla DM, Piccini JP, Lokhnygina Y, Patel MR, Breithardt G, Singer DE, Becker RC, Hacke W, Paolini JF, Nessel CC, Mahaffey KW, Califf RM, Fox KA, ROCKET AF Steering Committee and Investigators, on behalf of the ROCKET AF Steering Committee and Investigators (2014) Efficacy and safety of rivaroxaban compared with warfarin among elderly patients with nonvalvular atrial fibrillation in the rivaroxaban once daily, oral, direct factor Xa inhibition compared with vitamin K antagonism for prevention of stroke and embolism trial in atrial fibrillation (ROCKET AF). Circulation 130:138–146
DiMarco JP, Flaker G, Waldo AL, Corley SD, Greene HL, Safford RE, Rosenfeld LE, Mitrani G, Nemeth M, AFFIRM Investigators (2005) AFFIRM investigators. Factors affecting bleeding risk during anticoagulant therapy in patients with atrial fibrillation: observations from the atrial fibrillation follow-up investigation of rhythm management (AFFIRM) study. Am Heart J 149:650–656
Stroup DF, Berlin JA, Morton SC, for the Meta-analysis Of Observational Studies in Epidemiology (MOOSE) Group et al (2000) Meta-analysis of Observational Studies in Epidemiology. A Proposal for Reporting. JAMA 283(15):2008–2012
Tideman PA, Tirimacco R, St John A, Roberts GW (2015) How to manage warfarin therapy. Aust Prescr 38(2):44–48
Darnell SW, Davis SC, Whitcomb JJ, Manfredi JA, McLaurin BT (2014) Bleeding risk factors affecting warfarin therapy in the elderly with atrial fibrillation. Dimens Crit Care Nurs 33(2):57–63
Tomisti L, Del Re M, Bartalena L et al (2013) Effects of amiodarone, thyroid hormones and CYP2C9 and VKORC1 polymorphisms on warfarin metabolism: a review of the literature. Endocr Pract 19(6):1043–1049
Greenspon AJ (2012) A review of oral anticoagulants in patients with atrial fibrillation. Postgrad Med 124(6):7–16
Teles JS, Fukuda EY, Feder D (2012) Warfarin: pharmacological profile and drug interactions with antidepressants. Einstein (Sao Paulo) 10(1):110–115
DerSimonian R, Laird N (1986) Meta-analysis in clinical trials. Control Clin Trials 7:177–188
Higgins JPT, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327:557–560
Egger M, Smith DG, Schneider M et al (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315:629–634
Viechtbauer W (2010) Conducting meta-analyses in R with the metafor package. J Stat Softw 36(3):1–48 https://cran.r-project.org/web/packages/metafor/index.html. Accessed 30 Jan 2017
Charlson ME, Charlson RE, Peterson JC, Marinopoulos SS, Briggs WM, Hollenberg JP (2008) The Charlson comorbidity index is adapted to predict costs of chronic disease in primary care patients. J Clin Epidemiol 61:1234–1240
Coughlin SS, Benichou J, Weed DL (1994) Attributable risk in case-control studies. Epidemiol Rev 16:51–64
Rockhill B, Newman B, Weinberg C (1998) Use and misuse of population attributable fractions. Am J Public Health 88:15–19
Bender R (1996) Calculating confidence intervals for summary measures of individual curves via nonlinear regression models. Int J Biomed Comput 41:13–18
Battistella M, Mamdami MM, Juurlink DN, Rabeneck L, Laupacis A (2005) Risk of upper gastrointestinal haemorrhage in warfarin users treated with nonselective NSAIDs or COX-2 inhibitors. Arch Intern Med 165:189–192
Kurdyak PA, Juurlink DN, Kopp A, Herrmann N, Mamdani MM (2005) Antidepressants, warfarin, and the risk of hemorrhage. J Clin Psychopharmacol 25(6):561–564
Douketis JD, Melo M, Bell CM, Mamdani MM (2007) Does statin therapy decrease the risk for bleeding in patients who are receiving warfarin? Am J Med 120(4):369.e9–369e14
Schelleman H, Bilker WB, Brensinger CM, Han X, Kimmel SE, Hennessy S (2008) Warfarin with fluoroquinolones, sulfonamides, or azole antifungals: interactions and the risk of hospitalization for gastrointestinal bleeding. Clin Pharmacol Ther 84:581–588
Wallerstedt SM, Gleerup H, Sundström A, Stigendal L, Ny L (2009) Risk of clinically relevant bleeding in warfarin-treated patients influence of SSRI treatment. Pharmacoepidemiol Drug Saf 18:412–416
Fischer HD, Juurlink DN, Mamdani MM, Kopp A, Laupacis A (2010) Hemorrhage during warfarin therapy associated with cotrimoxazole and other urinary tract anti-infective agents: a population-based study. Arch Intern Med 170:617–621
Hansen ML, Sørensen R, Clausen MT, Fog-Petersen ML, Raunsø J, Gadsbøll N, Gislason GH, Folke F, Andersen SS, Schramm TK, Abildstrøm SZ, Poulsen HE, Køber L, Torp-Pedersen C (2010) Risk of bleeding with single, dual, or triple therapy with warfarin, aspirin, and clopidogrel in patients with atrial fibrillation. Arch Intern Med 170:1433–1441
Schelleman H, Bilker WB, Brensinger CM, Wan F, Yang YX, Hennessy S (2010) Fibrate/statin initiation in warfarin users and gastrointestinal bleeding risk. Am J Med 123:151–157
Cochran KA, Cavallari LH, Shapiro NL, Bishop JR (2011) Bleeding incidence with concomitant use of antidepressants and warfarin. Ther Drug Monit 33:433–438
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:e21447
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 20:1057–1063
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 125:183–189
Pincus D, Gomes T, Hellings C, Zheng H, Paterson JM, Mamdani MM, Juurlink DN (2012) A population-based assessment of the drug interaction between levothyroxine and warfarin. Clin Pharmacol Ther 92:766–770
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 34:1569–1582
Lam J, Gomes T, Juurlink DN, Mamdani MM, Pullenayegum EM, Kearon C, Spencer FA, Paterson M, Zheng H, Holbrook AM (2013) Hospitalization for hemorrhage among warfarin recipients prescribed amiodarone. Am J Cardiol 112:420–423
Mosholder AD, Racoosin JA, Young S, Wernecke M, Shoaibi A, MaCurdy TE, Worrall C, Kelman JA (2013) Bleeding events following concurrent use of warfarin and oseltamivir by Medicare beneficiaries. Ann Pharmacother 47:1420–1428
Lane MA, Zeringue A, McDonald JR (2014) Serious bleeding events due to warfarin and antibiotic co-prescription in a cohort of veterans. Am J Med 127:657–663
Quinn GR, Singer DE, Chang Y, Go AS, Borowsky LH, Udaltsova N, Fang MC (2014) Effect of selective serotonin reuptake inhibitors on bleeding risk in patients with atrial fibrillation taking warfarin. Am J Cardiol 114:583–586
Ahmad SR, Goetsch RA, Marks NS (2006) Spontaneous reporting in the United States. In: Strom BL (ed) Pharmacoepidemiology, 4th edn. Wiley, Chichester, pp 135–159
Egberts AC, Meyboom RH, van Puijenbroek EP (2002) Use of measures of disproportionality in pharmacovigilance: three Dutch examples. Drug Saf 25:453–458
Montastruc JL, Sommet A, Bagheri H, Lapeyre-Mestre M (2011) Benefits and strengths of the disproportionality analysis for identification of adverse drug reactions in a pharmacovigilance database. Br J Clin Pharmacol 72:905–908
Pariente A, Gregoire F, Fourrier-Reglat A, Haramburu F, Moore N (2007) Impact of safety alerts on measures of disproportionality in spontaneous reporting databases: the notoriety bias. Drug Saf 30:891–898
Rubin DB (2007) The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials. Stat Med 26:20–36
Boulanger L, Hauch O, Friedman M, Foster T, Dixon D, Wygant G, Menzin J (2006) Warfarin exposure and the risk of thromboembolic and major bleeding events among medicaid patients with atrial fibrillation. Ann Pharmacother 40:1024–1029
Wieloch M, Själander A, Frykman V et al (2011) Anticoagulation control in Sweden: reports of time in therapeutic range, major bleeding, and thrombo-embolic complications from the national quality registry AuriculA. Eur Heart J 32:2282–2289
Gomes T, Mamdani MM, Holbrook AM, Paterson JM, Hellings C, Juurlink DN (2013) Rates of hemorrhage during warfarin therapy for atrial fibrillation. CMAJ 185:E121–E127
Gallagher AM, van Staa TP, Murray-Thomas T, Schoof N, Clemens A, Ackermann D, Bartels DB (2014) Population-based cohort study of warfarin-treated patients with atrial fibrillation: incidence of cardiovascular and bleeding outcomes. BMJ Open 4:e003839
Strom BL (2000) Overview of automated databases in pharmacoepidemiology. In: Strom BL, Kimmel SE, Hennessy S (eds) Pharmacoepidemiology, 3rd edn. Wiley-Blackwell, Oxford, pp 219–222
Dentali F, Douketis JD, Gianni M, Lim W, Crowther MA (2007) Meta-analysis: anticoagulant prophylaxis to prevent symptomatic venous thromboembolism in hospitalized medical patients. Ann Intern Med 146:278–288
Fischer HD, Juurlink DN, Mamdani M, Kopp A, Laupacis A (2010) Hemorrhage during warfarin therapy associated with cotrimoxazole and other urinary tract anti-infective agents. Arch Intern Med 170:617–621
Israel DS, Stotka J, Rock W, Sintek CD, Kamada AK, Klein C, Swaim WR, Pluhar RE, Toscano JP, Lettieri JT, Heller AH, Polk RE (1996) Effect of ciprofloxacin on the pharmacokinetics and pharmacodynamics of warfarin. Clin Infect Dis 22:251–256
Abdelmalik N, Ruhe HG, Barwari K et al (2008) Effect of the selective serotonin reuptake inhibitor paroxetine on platelet function is modified by a SLC6A4 serotonin transporter polymorphism. J Thromb Haemost 6:2168–2174
Serebruany VL, Gurbel PA, O’Connor CM (2001) Platelet inhibition by sertraline and N-desmethylsertraline: a possible missing link between depression, coronary events, and mortality benefits of selective serotonin reuptake inhibitors. Pharmacol Res 43:453–462
van Walraven C, Mamdani MM, Wells PS, Williams JI (2001) Inhibition of serotonin reuptake by antidepressants and upper gastrointestinal bleeding in elderly patients: retrospective cohort study. BMJ 323:655–658
Dalton SO, Johansen C, Mellemkjaer L et al (2003) Use of selective serotonin reuptake inhibitors and risk of upper gastrointestinal tract bleeding: a population-based cohort study. Arch Intern Med 163:59–64
Meijer WE, Heerdink ER, Nolen WA et al (2004) Association of risk of abnormal bleeding with degree of serotonin reuptake inhibition by antidepressants. Arch Intern Med 164:2367–2370
Maurer-Spurej E, Pittendreigh C, Solomons K (2004) The influence of selective serotonin reuptake inhibitors on human platelet serotonin. Thromb Haemost 91:119–128
Ataoglu A, Canan F (2009) Mean platelet volume in patients with major depression: effect of escitalopram treatment. J Clin Psychopharmacol 29:368–371
Szummer K, Gasparini A, Eliasson S, Arnlov J, Qureshi AR, Barany P, et al (2017) Time in Therapeutic Range and Outcomes After Warfarin Initiation in Newly Diagnosed Atrial Fibrillation Patients With Renal Dysfunction. J Am Heart Assoc 6. https://doi.org/10.1161/JAHA.116.004925
Cotte FE, Benhaddi H, Duprat-Lomon I, Doble A, Marchant N, Letierce A et al (2014) Vitamin K antagonist treatment in patients with atrial fibrillation and time in therapeutic range in four European countries. Clin Ther 36:1160–1168
Corrao G, Mancia G (2015) Generating evidence from computerized healthcare utilization databases. Hypertension 65:490–498
Acknowledgements
I-GrADE members: Nera Agabiti, Claudia Bartolini, Roberto Bernabei, Alessandra Bettiol, Stefano Bonassi, Achille Patrizio Caputi, Silvia Cascini, Alessandro Chinellato, Francesco Cipriani, Giovanni Corrao, Marina Davoli, Massimo Fini, Rosa Gini, Francesco Giorgianni, Ursula Kirchmayer, Francesco Lapi, Niccolò Lombardi, Ersilia Lucenteforte, Alessandro Mugelli, Graziano Onder, Federico Rea, Giuseppe Roberto, Chiara Sorge, Michele Tari, Gianluca Trifirò, Alfredo Vannacci, Davide Liborio Vetrano, Cristiana Vitale.
Funding
This study was funded by a research grant from AIFA—the Italian Medicines Agency—(project AIFA FARM9LBBBL), Rome, Italy. Data analyses were performed at the Laboratory of Healthcare Research & Pharmacoepidemiology, Dept. of Statistics and Quantitative Methods, University of Milano-Bicocca with grants from the Italian Ministry for University and Research (‘Fondo d’ Ateneo per la Ricerca’ portion, year 2015).
Author information
Authors and Affiliations
Consortia
Contributions
GC generated the study idea. GC and RIC wrote the final manuscript. RIC and FR performed the data analysis. EL, GT, SC, GR, and AC extracted the data and authorized their utilization. AM and AF assisted in interpreting the results under clinical prospective. All authors assisted the results interpretation and manuscript revision. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interests
EL received research support from the Italian Agency of Drug (AIFA) that is not related to this study. AM received research support from the Italian Agency of Drug (AIFA), the Italian Ministry for University and Research (MIUR), Gilead, and Menarini. In the last 2 years, he received personal fees as speaker/consultant from Menarini Group, IBSA, Molteni, Angelini and Pfizer Alliance. None of these is related to this study. GT leads an academic pharmacoepidemiology team which runs project that are sponsored by pharmaceutical companies and that are not related to the topic of the paper. GC received research support from European Community (EC), European Medicine Agency (EMA), Italian Agency of Drug (AIFA), High Health Institute (ISS), Ministry for Health, and University and Research. He took part to a variety of projects that were funded by pharmaceutical companies (i.e., Novartis, GSK, Roche, AMGEN, and BMS). He also received honoraria as member of Advisory Board from Roche. None of these is related to this study. RIC, FR, LS, SC, GR, AC, and AF declare that they have no conflict of interest.
Ethical approval
For this type of study, formal consent is not required.
Rights and permissions
About this article
Cite this article
Comoretto, R.I., Rea, F., Lucenteforte, E. et al. Bleeding events attributable to concurrent use of warfarin and other medications in high-risk elderly: meta-analysis and Italian population-based investigation. Eur J Clin Pharmacol 74, 1061–1070 (2018). https://doi.org/10.1007/s00228-018-2467-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00228-018-2467-8