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Adverse drug reactions caused by drug–drug interactions in elderly outpatients: a prospective cohort study

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Abstract

Purpose

Although the prevalence of drug–drug interactions (DDIs) in elderly outpatients is high, many potential DDIs do not have any actual clinical effect, and data on the occurrence of DDI-related adverse drug reactions (ADRs) in elderly outpatients are scarce. This study aimed to determine the incidence and characteristics of DDI-related ADRs among elderly outpatients as well as the factors associated with these reactions.

Methods

A prospective cohort study was conducted between 1 November 2010 and 31 November 2011 in the primary public health system of the Ourinhos micro-region, Brazil. Patients aged ≥60 years with at least one potential DDI were eligible for inclusion. Causality, severity, and preventability of the DDI-related ADRs were assessed independently by four clinicians using validated methods; data were analysed using descriptive analysis and multiple logistic regression.

Results

A total of 433 patients completed the study. The incidence of DDI-related ADRs was 6 % (n = 30). Warfarin was the most commonly involved drug (37 % cases), followed by acetylsalicylic acid (17 %), digoxin (17 %), and spironolactone (17 %). Gastrointestinal bleeding occurred in 37 % of the DDI-related ADR cases, followed by hyperkalemia (17 %) and myopathy (13 %). The multiple logistic regression showed that age ≥80 years [odds ratio (OR) 4.4; 95 % confidence interval (CI) 3.0–6.1, p < 0.01], a Charlson comorbidity index ≥4 (OR 1.3; 95 % CI 1.1–1.8, p < 0.01), consumption of five or more drugs (OR 2.7; 95 % CI 1.9–3.1, p < 0.01), and the use of warfarin (OR 1.7; 95 % CI1.1–1.9, p < 0.01) were associated with the occurrence of DDI-related ADRs. With regard to severity, approximately 37 % of the DDI-related ADRs detected in our cohort necessitated hospital admission. All DDI-related ADRs could have been avoided (87 % were ameliorable and 13 % were preventable). The incidence of ADRs not related to DDIs was 10 % (n = 44).

Conclusions

The incidence of DDI-related ADRs in elderly outpatients is high; most events presented important clinical consequences and were preventable or ameliorable.

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References

  1. Hansten PD, Horn JR (2009) Drug interactions analysis and management. Facts & Comparisons. Lippincott Williams & Wilkins, Philadelphia

    Google Scholar 

  2. Cruciol-Souza JM, Thomson JC (2006) Prevalence of potential drug–drug interactions and its associated factors in a Brazilian teaching hospital. J Pharm Pharm Sci 9:427–433

    PubMed  CAS  Google Scholar 

  3. Obreli-Neto PR, Vieira JC, Teixeira DRA, Silva FP, Gaeti WP, Cuman RKN (2011) Potential risks in drug prescriptions to elderly: a cross-sectional study in the public primary health care system of Ourinhos micro-region, Brazil. Acta Farm Bonaerense 30:629–635

    Google Scholar 

  4. Björkman IK, Fastbom J, Schmidt IK, Bernsten CB, Pharmaceutical Care of the Elderly in Europe Research (PEER) Group (2002) Drug-drug interactions in the elderly. Ann Pharmacother 36:1675–1681. doi:10.1345/aph.1A484

    Article  PubMed  Google Scholar 

  5. Tulner LR, Frankfort SV, Gijsen GJ, van Campen JP, Koks CH, Beijnen JH (2008) Drug-drug interactions in a geriatric outpatient cohort: prevalence and relevance. Drugs Aging 25:343–355

    Article  PubMed  Google Scholar 

  6. Hamilton RA, Briceland LL, Andritz MH (1998) Frequency of hospitalization after exposure to known drug–drug interactions in a Medicaid population. Pharmacotherapy 18:1112–1120

    PubMed  CAS  Google Scholar 

  7. Shad MU, Marsh C, Preskorn SH (2001) The economic consequences of a drug–drug interaction. J Clin Psychopharmacol 21:119–120

    Article  PubMed  CAS  Google Scholar 

  8. Grymonpre RE, Mitenko PA, Sitar DS, Aoki FY, Montgomery PR (1998) Drug-associated hospital admissions in older medical patients. J Am Geriatr Soc 36:1092–1098

    Google Scholar 

  9. Mangoni AA, Jackson SH (2004) Age-related changes in pharmacokinetics and pharmacodynamics: basic principles and practical applications. Br J Clin Pharmacol 57:6–14. doi:10.1046/j.1365-2125.2003.02007.x

    Article  PubMed  CAS  Google Scholar 

  10. Mallet L, Spinewine A, Huang A (2007) The challenge of managing drug interactions in elderly people. Lancet 370:185–191. doi:10.1016/S0140-6736(07)61092-7

    Article  PubMed  CAS  Google Scholar 

  11. Cusack BJ (2004) Pharmacokinetics in older persons. Am J Geriatr Pharmacother 2:274–302. doi:10.1016/j.amjopharm.2004.12.005

    Article  PubMed  CAS  Google Scholar 

  12. Turnheim K (2003) When drug therapy gets old: pharmacokinetics and pharmacodynamics in the elderly. Exp Gerontol 38:843–853. doi:10.1016/S0531-5565(03)00133-5

    Article  PubMed  CAS  Google Scholar 

  13. Noble RE (2003) Drug therapy in the elderly. Metabolism 52:27–30. doi:10.1016/S0026-0495(03)00298-114

    Article  PubMed  CAS  Google Scholar 

  14. Davies EC, Green CF, Taylor S, Williamson PR, Mottram DR, Pirmohamed M (2009) Adverse drug reactions in hospital in-patients: a prospective analysis of 3695 patient-episodes. PLoS One 4:e4439. doi:10.1371/journal.pone.0004439

    Article  PubMed  Google Scholar 

  15. Reis AM, Cassiani SH (2011) Adverse drug events in an intensive care unit of a university hospital. Eur J Clin Pharmacol 67:625–632. doi:10.1007/s00228-010-0987-y

    Article  PubMed  Google Scholar 

  16. República Federativa do Brasil (1990) Lei n. 8080, 19 de setembro de 1990. Dispõe sobre as condições para a promoção, proteção e recuperação da saúde, a organização e o funcionamento dos serviços correspondentes e dá outras providências. http://portal.in.gov.br/. Accessed 09 October 2010

  17. República Federativa do Brasil (1990) Lei n. 8142, de 28 de dezembro de 1990. Dispõe sobre a participação da comunidade na gestão do Sistema Único de Saúde (SUS) e sobre as transferências intergovernamentais de recursos financeiros na área da saúde e dá outras providências. http://portal.in.gov.br/. Accessed 09 October 2010

  18. United Nations Programme on Ageing (2010) The Ageing of the World's Population. http://www.un.org/ageing/popageing.html. Accessed 10 October 2010

  19. World Health Organization (1984) The uses of epidemiology in the study of the elderly. World Health Organization, Geneva

    Google Scholar 

  20. DrugDigest (2010) Check interactions. http://www.drugdigest.org/wps/portal/ddigest. Accessed 12 October 2010

  21. Drugs (2010) Drug interaction checker. http://www.drugd.com/drug_interactions.html. Accessed 12 October 2010

  22. Medscape (2010) Drug information. http://www.medscape.com/druginfo/druginterchecker. Accessed 12 October 2010

  23. Micromedex (2010) Micromedex healthcare series. http://www.periodicos.capes.gov.br/. Accessed 13 October 2010

  24. Vonbach P, Dubied A, Krähenbühl S, Beer JH (2008) Evaluation of frequently used drug interaction screening programs. Pharm World Sci 30:367–374. doi:10.1007/s11096-008-9191-x

    Article  PubMed  Google Scholar 

  25. World Health Organization Collaborating Centre for Drug Statistics Methodology (2010) ATC⁄DDD Index. http://www.whocc.no/atcddd/. Accessed 15 October 2010

  26. Karch FE, Lasagna L (1977) Toward the operational identification of adverse drug reactions. Clin Pharmacol Ther 21:247–254

    PubMed  CAS  Google Scholar 

  27. Kramer MS, Leventhal JM, Hutchinson TA, Feinstein AR (1979) An algorithm for the operational assessment of adverse drug reactions. I. Background, description, and instructions for use. JAMA 242:623–632. doi:10.1001/jama.1979.03300070019017

    Article  PubMed  CAS  Google Scholar 

  28. Naranjo CA, Busto U, Sellers EM, Sandor P, Ruiz I, Roberts EA, Janecek E, Domecq C, Greenblatt DJ (1981) A method for estimating the probability of adverse drug reactions. Clin Pharmacol Ther 30:239–245. doi:10.1038/clpt.1981.154

    Article  PubMed  CAS  Google Scholar 

  29. Macedo AF, Marques FB, Ribeiro CF, Teixeira F (2003) Causality assessment of adverse drug reactions: comparison of the results obtained from published decisional algorithms and from the evaluations of an expert panel, according to different levels of imputability. J Clin Pharm Ther 28:137–143. doi:10.1046/j.1365-2710.2003.00475.x

    Article  PubMed  CAS  Google Scholar 

  30. Hartwig SC, Siegel J, Schneider PJ (1992) Preventability and severity assessment in reporting adverse drug reactions. Am J Hosp Pharm 49:2229–2232

    PubMed  CAS  Google Scholar 

  31. Davies EC, Green CF, Mottram DR, Pirmohamed M (2006) Adverse drug reactions in hospital in-patients: a pilot study. J Clin Pharm Ther 31:335–341. doi:10.1111/j.1365-2710.2006.00744.x

    Article  PubMed  CAS  Google Scholar 

  32. Gandhi TK, Weingart SN, Borus J, Seger AC, Peterson J, Burdick E, Seger DL, Shu K, Federico F, Leape LL, Bates DW (2003) Adverse drug events in ambulatory care. N Engl J Med 348:1556–1564. doi:10.1056/NEJMsa020703

    Article  PubMed  Google Scholar 

  33. Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40:373–383

    Article  PubMed  CAS  Google Scholar 

  34. Leone R, Magro L, Moretti U, Cutroneo P, Moschini M, Motola D, Tuccori M, Conforti A (2010) Identifying adverse drug reactions associated with drug–drug interactions: data mining of a spontaneous reporting database in Italy. Drug Saf 33:667–675. doi:10.2165/11534400-000000000-00000

    Article  PubMed  CAS  Google Scholar 

  35. Strandell J, Wahlin S (2011) Pharmacodynamic and pharmacokinetic drug interactions reported to VigiBase, the WHO global individual case safety report database. Eur J Clin Pharmacol 67:633–641. doi:10.1007/s00228-010-0979-y

    Article  PubMed  CAS  Google Scholar 

  36. Hohl CM, Dankoff J, Colacone A, Afilalo M (2001) Polypharmacy, adverse drug-related events, and potential adverse drug interactions in elderly patients presenting to an emergency department. Ann Emerg Med 38:666–671. doi:10.1067/mem.2001.119456

    Article  PubMed  CAS  Google Scholar 

  37. Pirmohamed M, James S, Meakin S, Green C, Scot AK, Walley TL, 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 329:15–19. doi:10.1136/bmj.329.7456.15

    Article  Google Scholar 

  38. Shorr RI, Ray WA, Daugherty JR, Griffin MR (1993) Concurrent use of nonsteroidal anti-inflammatory drugs and oral anticoagulants. Arch Intern Med 153:1665–1670

    Article  PubMed  CAS  Google Scholar 

  39. Hernández-Díaz S, Rodríguez LA (2000) Association between nonsteroidal anti-inflammatory drugs and upper gastrointestinal tract bleeding/perforation: an overview of epidemiologic studies published in the 1990s. Arch Intern Med 160:2093–2099

    Article  PubMed  Google Scholar 

  40. Perazella MA, Mahnensmith RL (1997) Hyperkalemia in the elderly: drugs exacerbate impaired potassium homeostasis. J Gen Intern Med 12:646–656. doi:10.1046/j.1525-1497.1997.07128.x

    Article  PubMed  CAS  Google Scholar 

  41. Schepkens H, Vanholder R, Billiouw JM, Lameire N (2001) Life-threatening hyperkalemia during combined therapy with angiotensin-converting enzyme inhibitors and spironolactone: an analysis of 25 cases. Am J Med 110:438–441. doi:10.1016/S0002-9343(01)00642-8

    Article  PubMed  CAS  Google Scholar 

  42. Chatzizisis YS, Koskinas KC, Misirli G, Vaklavas C, Hatzitolios A, Giannoglou GD (2010) Risk factors and drug interactions predisposing to statin-induced myopathy: implications for risk assessment, prevention and treatment. Drug Saf 33:171–187. doi:10.2165/11319380-000000000-00000

    Article  PubMed  CAS  Google Scholar 

  43. Smith TW, Antman EM, Friedman PL, Blatt CM, Marsh JD (1984) Digitalis glycosides: mechanisms and manifestations of toxicity. Part I. Prog Cardiovasc Dis 26:413–458

    Article  PubMed  CAS  Google Scholar 

  44. Smith TW, Antman EM, Friedman PL, Blatt CM, Marsh JD (1984) Digitalis glycosides: mechanisms and manifestations of toxicity. Part II. Prog Cardiovasc Dis 26:495–540

    Article  PubMed  CAS  Google Scholar 

  45. Sandson N (2005) Drug-drug interactions: the silent epidemic. Psychiatr Serv 56:22–24. doi:10.1176/appi.ps.56.1.22

    Article  PubMed  Google Scholar 

  46. Abarca J, Malone DC, Armstrong EP, Grizzle AJ, Hansten PD, Van Bergen RC, Lipton RB (2003) Concordance of severity ratings provided in four drug interaction compendia. J Am Pharm Assoc 44:136–141

    Google Scholar 

  47. Guidoni CM, Baldoni AO, Obreli-Neto PR, Pereira LRL (2011) Fontes de informações sobre interações medicamentosas: Há concordância entre elas? Rev Univ Vale Rio Verde 9:84–91. doi:10.5892/ruvrv.2011.92.8491

    Article  Google Scholar 

  48. Vitry AI (2007) Comparative assessment of four drug interaction compendia. Br J Clin Pharmacol 63:709–714. doi:10.1111/j.1365-2125.2006.02809.x

    Article  PubMed  CAS  Google Scholar 

  49. Caccia S, Garattini S, Pasina L, Nobili A (2009) Predicting the clinical relevance of drug interactions from pre-approval studies. Drug Saf 32:1017–1039. doi:10.2165/11316630-000000000-00000

    Article  PubMed  CAS  Google Scholar 

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Acknowledgments

We acknowledge the clinical pharmacists and physicians involved in the study. This study was supported by Fundação de Apoio ao Desenvolvimento Científico (FADEC).

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Correspondence to Paulo Roque Obreli-Neto.

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Obreli-Neto, P.R., Nobili, A., de Oliveira Baldoni, A. et al. Adverse drug reactions caused by drug–drug interactions in elderly outpatients: a prospective cohort study. Eur J Clin Pharmacol 68, 1667–1676 (2012). https://doi.org/10.1007/s00228-012-1309-3

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