Abstract
Background Opioids are commonly prescribed to managing chronic pain in older persons. However, these patients are often at risk of drug-opioid interactions due to polypharmacy. Objectives To identify the prevalence of opioid prescribing and drug-opioid interactions in poly-medicated older patients and factors associated with opioid prescribing. Setting Patients were included if they were admitted to the Royal Adelaide Hospital between September 2015 and August 2016, aged ≥ 75 years and took ≥ 5 medications at discharge. Methods After ethics approval, data of were retrospectively collected from case notes. The Charlson Comorbidity Index and Drug Burden Index were determined and opioids were classified as strong or weak. The association between opioid use and concurrent medications was computed using logistic regression and the results presented as odds ratios (OR) and 95% confidence intervals (95% CI), adjusted for age, sex, Charlson Comorbidity Index, number of prescribed medications and modified-Drug Burden Index. Main outcome measure Association between concurrent medications and opioid prescribing. Results 15,000 geriatric admissions were identified, of which 1192 were included. A total of 283 (23.7%) patients were prescribed opioids, with oxycodone accounting for 56% of these prescriptions. Opioid users were prescribed more medications (11.2 vs. 9.0, P < 0.001) and had higher Drug Burden Index (1.2 vs. 0.14, P < 0.001) compared to non-users. Opioid use was associated with concurrent prescription of antiepileptics (OR = 1.7, 95% CI 1.1–2.6), and negatively associated with Charlson Comorbidity Index (OR = 0.9, 95% CI 0.8–0.98) and concurrent use of antipsychotics (OR = 0.5, 95% CI 0.3–0.9) and beta blocking agents (OR = 0.4, 95% CI 0.3–0.6). Conclusions Strong opioids were prescribed more often than weak opioids and opioid users presented with characteristics and concurrent medications which increased the risk of opioid related adverse drug effects.
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References
Gloth FM 3rd. Pharmacological management of persistent pain in older persons: focus on opioids and nonopioids. J Pain. 2011;12(3 Suppl 1):S14–20.
Warner EA. Opioids for the treatment of chronic noncancer pain. Am J Med. 2012;125(12):1155–61.
Sullivan MD, Edlund MJ, Fan M-Y, DeVries A, Braden JB, Martin BC. Trends in use of opioids for non-cancer pain conditions 2000–2005 in commercial and Medicaid insurance plans: the TROUP study. J Pain. 2008;138(2):440–9.
Buckeridge D, Huang A, Hanley J, Kelome A, Reidel K, Verma A, et al. Risk of injury associated with opioid use in older adults. J Am Geriatr Soc. 2010;58(9):1664–70.
Moride Y, Lemieux-Uresandi D, Castillon G, de Moura CS, Pilote L, Faure M, et al. A systematic review of interventions and programs targeting appropriate prescribing of opioids. Pain Physician. 2019;22(3):229–40.
Brown Jr EG, Sewell GDS, Kirchmeyer K. Guidelines for prescribing controlled substances for pain. Available from: https://www.ombc.ca.gov/forms_pubs/pain_guide.pdf. Accessed 15 March 2020.
Kojima G, Bell C, Tamura B, Inaba M, Lubimir K, Blanchette PL, et al. Reducing cost by reducing polypharmacy: the polypharmacy outcomes project. J Am Med Dir Assoc. 2012;13(9):818 e11-5.
Franco MEP, Molina FT, Gregorio PG. Frailty in elderly people with chronic kidney disease. Nefrología (English Ed). 2017;36:609–15.
Reeve E, Wiese MD, Mangoni AA. Alterations in drug disposition in older adults. Expert Opin Drug Metab Toxicol. 2015;11(4):491–508.
Reis LA, Torres Gde V, Reis LA. Pain characterization in institutionalized elderly patients. Arq Neuropsiquiatr. 2008;66(2B):331–5.
Abdulla A, Adams N, Bone M, Elliott AM, Gaffin J, Jones D, et al. Guidance on the management of pain in older people. Age Ageing. 2013;42(Suppl 1):i1–57.
Guida JL, Holt CL, Dallal CM, He X, Gold R, Liu H. Social relationships and functional impairment in aging cancer survivors: a Longitudinal Social Network Study. Gerontologist. 2020;60(4):607–16.
Hubbard RE, Peel NM, Scott IA, Martin JH, Smith A, Pillans PI, et al. Polypharmacy among inpatients aged 70 years or older in Australia. Med J Aust. 2015;202(7):373–7.
Hanlon JT, Schmader KE, Ruby CM, Weinberger M. Suboptimal prescribing in older inpatients and outpatients. J Am Geriatr Soc. 2001;49(2):200–9.
Wallace J, Paauw DS. Appropriate prescribing and important drug interactions in older adults. Med Clin North Am. 2015;99(2):295–310.
Fick DM, Semla TP, Beizer J, Brandt N, Dombrowski R, DuBeau CE, et al. Updated beers criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2015;63(11):2227–46.
O’Mahony D, O’Sullivan D, Byrne S, O’Connor MN, Ryan C, Gallagher P. STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing. 2015;44(2):213–8.
Panel AGS. Pharmacological management of persistent pain in older persons. J Am Geriatr Soc. 2009;57(8):1331–46.
Hohl CM, Dankoff J, Colacone A, Afilalo M. Polypharmacy, adverse drug-related events, and potential adverse drug interactions in elderly patients presenting to an emergency department. Ann Emerg Med. 2001;38(6):666–71.
Nobili A, Licata G, Salerno F, Pasina L, Tettamanti M, Franchi C, et al. Polypharmacy, length of hospital stay, and in-hospital mortality among elderly patients in internal medicine wards. The REPOSI study. Eur J Clin Pharmacol. 2011;67(5):507–19.
Teka F, Teklay G, Ayalew E, Teshome T. Potential drug–drug interactions among elderly patients admitted to medical ward of Ayder Referral Hospital, Northern Ethiopia: a cross sectional study. BMC Res Notes. 2016;9(1):431.
Liston HL, Markowitz JS. Opioid drug-drug interactions: a review. J Pharm Pract. 1998;11(5):325–41.
Holmquist GL. Opioid metabolism and effects of cytochrome P450. Pain Med. 2009;10(s1):S20–9.
Lu CY, Barratt J, Vitry A, Roughead E. Charlson and Rx-Risk comorbidity indices were predictive of mortality in the Australian health care setting. J Clin Epidemiol. 2011;64(2):223–8.
World Health Organisation, International Statistical Classification of Disease and Related Health Problems 10th Revision (ICD-10)-WHO Version for 2016. Available from: https://www.who.int/classifications/icd/icdonlineversions/en/. Accessed 15 November 2019.
Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.
World Health Organization, Anatomical therapeutic chemical (ATC) classification index with defined daily doses (DDDs). Available from: https://www.whocc.no/atc_ddd_index/. Accessed 30 July 2019.
Kouladjian L, Gnjidic D, Chen TF, Mangoni AA, Hilmer SN. Drug Burden Index in older adults: theoretical and practical issues. Clin Interv Aging. 2014;9:1503–15.
Hilmer SN, Mager DE, Simonsick EM, Cao Y, Ling SM, Windham BG, et al. A drug burden index to define the functional burden of medications in older people. Arch Intern Med. 2007;167(8):781–7.
Nielsen S, Degenhardt L, Hoban B, Gisev N. Comparing opioids: a guide to estimating oral morphine equivalents (OME) in research, Technical Report No. 329. University of New South Wales, Sydney: National Drug and Alcohol Research Centre2014. Report No.: 4.
Baxter K, Preston CL. Stockley’s drug interactions. Pharmaceutical Press London; 2010. 978-0-85711-347-4.
Rossi S. AUSTRALIAN MEDICINES HANDBOOK Adelaide: Australian Medicine Handbook PTY Ltd.; 2020. 9780994326294.
Milos V, Bondesson A, Magnusson M, Jakobsson U, Westerlund T, Midlov P. Fall risk-increasing drugs and falls: a cross-sectional study among elderly patients in primary care. BMC Geriatr. 2014;14(1):40.
French JA, Gazzola DM. New generation antiepileptic drugs: what do they offer in terms of improved tolerability and safety? Ther Adv Drug Saf. 2011;2(4):141–58.
Suzuki T, Mori T, Tsuji M, Misawa M, Onodera K. Interactions between H1-antagonists and opioids: a drug discrimination study. Psychopharmacology. 1997;131(4):346–53.
Drug interactions: cytochrome P450 drug interaction table [database on the Internet]. Indiana University School of Medicine. 2007. Available from: https://drug-interactions.medicine.iu.edu/MainTable.aspx. Accessed July 2019.
Nickel CH, Ruedinger JM, Messmer AS, Maile S, Peng A, Bodmer M, et al. Drug-related emergency department visits by elderly patients presenting with non-specific complaints. Scand J Trauma Resusc Emerg Med. 2013;21(1):15.
Budnitz DS, Lovegrove MC, Shehab N, Richards CL. Emergency hospitalizations for adverse drug events in older Americans. N Engl J Med. 2011;365(21):2002–12.
Campbell G, Nielsen S, Larance B, Bruno R, Mattick R, Hall W, et al. Pharmaceutical opioid use and dependence among people living with chronic pain: associations observed within the pain and opioids in treatment (POINT) cohort. Pain Med. 2015;16(9):1745–58.
Gomes T, Juurlink DN, Antoniou T, Mamdani MM, Paterson JM, van den Brink W. Gabapentin, opioids, and the risk of opioid-related death: a population-based nested case–control study. PLoS Med. 2017;14(10):e1002396.
Sakai Y, Ito K, Hida T, Ito S, Harada A. Pharmacological management of chronic low back pain in older patients: a randomized controlled trial of the effect of pregabalin and opioid administration. Eur Spine J. 2015;24(6):1309–17.
Sawan H, Chen AF, Viscusi ER, Parvizi J, Hozack WJ. Pregabalin reduces opioid consumption and improves outcome in chronic pain patients undergoing total knee arthroplasty. Phys Sportsmed. 2014;42(2):10–8.
Al-Qurain AA, Gebremichael LG, Khan MS, Williams DB, Mackenzie L, Phillips C, et al. Prevalence and factors associated with analgesic prescribing in poly-medicated elderly patients. Drugs Aging. 2020;37(4):291–300.
Gomes T, Greaves S, van den Brink W, Antoniou T, Mamdani MM, Paterson JM, et al. Pregabalin and the risk for opioid-related death: a nested case-control study. Ann Intern Med. 2018;169(10):732–4.
Jamsen KM, Turner JP, Shakib S, Singhal N, Hogan-Doran J, Prowse R, et al. Analgesic use and pain in robust, pre-frail and frail older outpatients with cancer. Drugs Real World Outcomes. 2015;2(2):117–21.
Valdes AM, Abhishek A, Muir K, Zhang W, Maciewicz RA, Doherty M. Association of beta-blocker use with less prevalent joint pain and lower opioid requirement in people with osteoarthritis. Arthritis Care Res. 2017;69(7):1076–81.
Starr J, Backonja M, Rozet I. β-blocker use is associated with a reduction in opioid use 30 days after total knee arthroplasty. Pain Physician. 2019;22:E395–406.
Feldman L, Williams KS, Coates J, Knox M. Awareness and utilization of a prescription monitoring program among physicians. J Pain Palliat Care Pharmacother. 2011;25(4):313–7.
Simoni-Wastila L, Qian J. Influence of prescription monitoring programs on analgesic utilization by an insured retiree population. Pharmacoepidemiol Drug Saf. 2012;21(12):1261–8.
Tomita N, Mizokami F, Kisara S, Arai HJG. international g. Transdisciplinary approach for potentially harmful drug–drug interaction detection as a part of a comprehensive medication review and geriatric assessment. 2019;19(5):462–3.
Baruth JM, Gentry MT, Rummans TA, Miller DM, Burton MCJHP. Polypharmacy in older adults: the role of the multidisciplinary team. 2020;48(sup1):56–62.
Frank C. Deprescribing: a new word to guide medication review. Can Med Assoc J. 2014;186(6):407–8.
Acknowledgements
The authors would like to thank the medical records officers at the Royal Adelaide Hospital for their endless support and help while reviewing and collecting patients data.
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No source of funding were used to conduct this study or prepare the manuscript.
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Al-Qurain, A.A., Gebremichael, L.G., Khan, M.S. et al. Opioid prescribing and risk of drug-opioid interactions in older discharged patients with polypharmacy in Australia. Int J Clin Pharm 43, 365–374 (2021). https://doi.org/10.1007/s11096-020-01191-1
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DOI: https://doi.org/10.1007/s11096-020-01191-1