Skip to main content
Top
Published in: Supportive Care in Cancer 7/2014

01-07-2014 | Original Article

Prevalence and factors associated with polypharmacy in older people with cancer

Authors: Justin P. Turner, Sepehr Shakib, Nimit Singhal, Jonathon Hogan-Doran, Robert Prowse, Sally Johns, J. Simon Bell

Published in: Supportive Care in Cancer | Issue 7/2014

Login to get access

Abstract

Purpose

Polypharmacy has been associated with drug–drug interactions, adverse drug events, hospitalisation and increased mortality. The purpose of this study was to investigate the prevalence and factors associated with polypharmacy in older people with cancer.

Patients and methods

Patients aged ≥70 years (n = 385) presenting to the medical oncology outpatient clinic at Royal Adelaide Hospital between January 2009 and July 2010 completed a structured data collection instrument. The instrument included domains related to medications, diagnoses, instrumental activities of daily living (IADLs), Karnofsky Performance Scale (KPS), physical function (SF-36), pain (ten-point visual analogue scale, VAS), weight loss (patient self-reported over previous 6 months), exhaustion (CES-D) and distress (ten-point VAS). Frailty was computed using Fried’s frailty phenotype. Logistic regression was used to compute unadjusted and adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for the association between polypharmacy (defined as five or more self-reported daily medications) and clinical parameters.

Results

Polypharmacy was present in 57 % (n = 221) of patients. When adjusting for age, gender and Charlson Comorbidity Index (CCI), polypharmacy was associated with being pre-frail (OR = 2.35, 95%CI = 1.43–3.86) and frail (OR = 4.48, 95%CI = 1.90–10.54) compared to being robust. When adjusting for age, gender, exhaustion, KPS, IADLs, pain and distress, polypharmacy was associated with higher CCI scores (OR = 1.58, 95%CI = 1.29–1.94) and poorer physical function (OR = 1.13, 95%CI = 1.06–1.20).

Conclusions

Polypharmacy is highly prevalent in older people with cancer and associated with impaired physical function and being pre-frail and frail compared to being robust. Research is needed to identify strategies to minimize patients’ medication regimens.
Literature
1.
go back to reference Hurria A, Browner IS, Cohen HJ, Denlinger CS, deShazo M, Extermann M, Ganti AK, Holland JC, Holmes HM, Karlekar MB, Keating NL, McKoy J, Medeiros BC, Mrozek E, O'Connor T, Petersdorf SH, Rugo HS, Silliman RA, Tew WP, Walter LC, Weir AB 3rd, Wildes T (2012) Senior adult oncology. J Natl Compr Canc Netw 10(2):162–209PubMedCentralPubMed Hurria A, Browner IS, Cohen HJ, Denlinger CS, deShazo M, Extermann M, Ganti AK, Holland JC, Holmes HM, Karlekar MB, Keating NL, McKoy J, Medeiros BC, Mrozek E, O'Connor T, Petersdorf SH, Rugo HS, Silliman RA, Tew WP, Walter LC, Weir AB 3rd, Wildes T (2012) Senior adult oncology. J Natl Compr Canc Netw 10(2):162–209PubMedCentralPubMed
2.
go back to reference Corcoran ME (1997) Polypharmacy in the older patient with cancer. Cancer Control 4(5):419–428PubMed Corcoran ME (1997) Polypharmacy in the older patient with cancer. Cancer Control 4(5):419–428PubMed
3.
go back to reference Hurria A, Gupta S, Zauderer M, Zuckerman EL, Cohen HJ, Muss H, Rodin M, Panageas KS, Holland JC, Saltz L, Kris MG, Noy A, Gomez J, Jakubowski A, Hudis C, Kornblith AB (2005) Developing a cancer-specific geriatric assessment: a feasibility study. Cancer 104(9):1998–2005. doi:10.1002/cncr.21422 PubMedCrossRef Hurria A, Gupta S, Zauderer M, Zuckerman EL, Cohen HJ, Muss H, Rodin M, Panageas KS, Holland JC, Saltz L, Kris MG, Noy A, Gomez J, Jakubowski A, Hudis C, Kornblith AB (2005) Developing a cancer-specific geriatric assessment: a feasibility study. Cancer 104(9):1998–2005. doi:10.​1002/​cncr.​21422 PubMedCrossRef
4.
go back to reference Merle L, Laroche ML, Dantoine T, Charmes JP (2005) Predicting and preventing adverse drug reactions in the very old. Drugs Aging 22(5):375–392PubMedCrossRef Merle L, Laroche ML, Dantoine T, Charmes JP (2005) Predicting and preventing adverse drug reactions in the very old. Drugs Aging 22(5):375–392PubMedCrossRef
5.
go back to reference Balducci L, Extermann M (2000) Management of cancer in the older person: a practical approach. Oncologist 5(3):224–237PubMedCrossRef Balducci L, Extermann M (2000) Management of cancer in the older person: a practical approach. Oncologist 5(3):224–237PubMedCrossRef
6.
go back to reference Extermann M, Aapro M, Bernabei R, Cohen HJ, Droz J-P, Lichtman S, Mor V, Monfardini S, Repetto L, Sørbye L, Topinkova E (2005) Use of comprehensive geriatric assessment in older cancer patients: recommendations from the Task Force on CGA of the International Society of Geriatric Oncology (SIOG). Crit Rev Oncol Hematol 55(3):241–252. doi:10.1016/j.critrevonc.2005.06.003 PubMedCrossRef Extermann M, Aapro M, Bernabei R, Cohen HJ, Droz J-P, Lichtman S, Mor V, Monfardini S, Repetto L, Sørbye L, Topinkova E (2005) Use of comprehensive geriatric assessment in older cancer patients: recommendations from the Task Force on CGA of the International Society of Geriatric Oncology (SIOG). Crit Rev Oncol Hematol 55(3):241–252. doi:10.​1016/​j.​critrevonc.​2005.​06.​003 PubMedCrossRef
7.
go back to reference Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Waite L, Seibel MJ, McLachlan AJ, Cumming RG, Handelsman DJ, Le Couteur DG (2012) Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol 65(9):989–995. doi:10.1016/j.jclinepi.2012.02.018 PubMedCrossRef Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Waite L, Seibel MJ, McLachlan AJ, Cumming RG, Handelsman DJ, Le Couteur DG (2012) Polypharmacy cutoff and outcomes: five or more medicines were used to identify community-dwelling older men at risk of different adverse outcomes. J Clin Epidemiol 65(9):989–995. doi:10.​1016/​j.​jclinepi.​2012.​02.​018 PubMedCrossRef
9.
go back to reference Kaufman D, Kelly J, Rosenberg L, Anderson T, Mitchell A (2002) Recent patterns of medication use in the ambulatory adult population of the United States: the Slone survey. JAMA 287(3):337–344PubMedCrossRef Kaufman D, Kelly J, Rosenberg L, Anderson T, Mitchell A (2002) Recent patterns of medication use in the ambulatory adult population of the United States: the Slone survey. JAMA 287(3):337–344PubMedCrossRef
13.
14.
go back to reference Roughead EE, Gilbert AL, Primrose JG, Sansom LN (1998) Drug-related hospital admissions: a review of Australian studies published 1988–1996. Med J Aust 168(8):405–408PubMed Roughead EE, Gilbert AL, Primrose JG, Sansom LN (1998) Drug-related hospital admissions: a review of Australian studies published 1988–1996. Med J Aust 168(8):405–408PubMed
15.
go back to reference Dalleur O, Spinewine A, Henrard S, Losseau C, Speybroeck N, Boland B (2012) Inappropriate prescribing and related hospital admissions in frail older persons according to the STOPP and START criteria. Drugs Aging 29(10):829–837. doi:10.1007/s40266-012-0016-1 PubMedCrossRef Dalleur O, Spinewine A, Henrard S, Losseau C, Speybroeck N, Boland B (2012) Inappropriate prescribing and related hospital admissions in frail older persons according to the STOPP and START criteria. Drugs Aging 29(10):829–837. doi:10.​1007/​s40266-012-0016-1 PubMedCrossRef
18.
go back to reference Jorgensen T, Herrstedt J, Friis S, Hallas J (2012) Polypharmacy and drug use in elderly Danish cancer patients during 1996 to 2006. J Geriatr Oncol 3(1):33–40CrossRef Jorgensen T, Herrstedt J, Friis S, Hallas J (2012) Polypharmacy and drug use in elderly Danish cancer patients during 1996 to 2006. J Geriatr Oncol 3(1):33–40CrossRef
19.
go back to reference Puts M, Costa-Lima B, Monette J, Girre V, Wolfson C, Baptist G, Bergman H (2009) Medication problems in older, newly diagnosed cancer patients in Canada: how common are they? A prospective pilot study. Drugs Aging 26(6):519–536PubMedCrossRef Puts M, Costa-Lima B, Monette J, Girre V, Wolfson C, Baptist G, Bergman H (2009) Medication problems in older, newly diagnosed cancer patients in Canada: how common are they? A prospective pilot study. Drugs Aging 26(6):519–536PubMedCrossRef
20.
go back to reference Tam-McDevitt J (2008) Polypharmacy, aging, and cancer. Oncology 22(9):1052–1055PubMed Tam-McDevitt J (2008) Polypharmacy, aging, and cancer. Oncology 22(9):1052–1055PubMed
21.
24.
go back to reference To T, Okera M, Prouse J, Prowse R, Singhal N (2010) Infancy of an Australian geriatric oncology program—characteristics of the first 200 patients. J Geriatr Oncol 1(2):81–86CrossRef To T, Okera M, Prouse J, Prowse R, Singhal N (2010) Infancy of an Australian geriatric oncology program—characteristics of the first 200 patients. J Geriatr Oncol 1(2):81–86CrossRef
26.
go back to reference Fillenbaum GG, Smyer MA (1981) The development, validity, and reliability of the OARS multidimensional functional assessment questionnaire. J Gerontol 36(4):428–434PubMedCrossRef Fillenbaum GG, Smyer MA (1981) The development, validity, and reliability of the OARS multidimensional functional assessment questionnaire. J Gerontol 36(4):428–434PubMedCrossRef
27.
go back to reference Karnofsky DA, Burchenal JH (1949) The clinical evaluation of chemotherapeutic agents in cancer. In: MacLeod CM (ed) Evaluation of chemotherapeutic agents. Columbia University Press, New York, p 196 Karnofsky DA, Burchenal JH (1949) The clinical evaluation of chemotherapeutic agents in cancer. In: MacLeod CM (ed) Evaluation of chemotherapeutic agents. Columbia University Press, New York, p 196
28.
go back to reference Ware JE Jr, Sherbourne CD (1992) The MOS 36-item Short-Form Health Survey (SF-36): I. Conceptual framework and item selection. Med Care 30:473–483PubMedCrossRef Ware JE Jr, Sherbourne CD (1992) The MOS 36-item Short-Form Health Survey (SF-36): I. Conceptual framework and item selection. Med Care 30:473–483PubMedCrossRef
29.
go back to reference Orme JG, Reis J, Herz EJ (1986) Factorial and discriminant validity of the Center for Epidemiological Studies Depression (CES-D) Scale. J Clin Psychol 42(1):28–33PubMedCrossRef Orme JG, Reis J, Herz EJ (1986) Factorial and discriminant validity of the Center for Epidemiological Studies Depression (CES-D) Scale. J Clin Psychol 42(1):28–33PubMedCrossRef
30.
go back to reference Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA, Cardiovascular Health Study Collaborative Research Group (2001) Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci 56(3):M146–156PubMedCrossRef Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA, Cardiovascular Health Study Collaborative Research Group (2001) Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci 56(3):M146–156PubMedCrossRef
31.
go back to reference Lees J, Toh B (2009) Does a pharmacist derived medication history (MH) provide more information than a geriatric cancer patient-completed medication list, and does it matter? Asia–Pac J Clin Oncol 5(Suppl 2):A176 Lees J, Toh B (2009) Does a pharmacist derived medication history (MH) provide more information than a geriatric cancer patient-completed medication list, and does it matter? Asia–Pac J Clin Oncol 5(Suppl 2):A176
32.
go back to reference Lau HS, Florax C, Porsius AJ, De Boer A (2001) The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol 49(6):597–603CrossRef Lau HS, Florax C, Porsius AJ, De Boer A (2001) The completeness of medication histories in hospital medical records of patients admitted to general internal medicine wards. Br J Clin Pharmacol 49(6):597–603CrossRef
33.
go back to reference WHO Collaborating Centre for Drug Statistics Methodology (2011) Guidelines for ATC classification and DDD assignment, 2012 WHO Collaborating Centre for Drug Statistics Methodology (2011) Guidelines for ATC classification and DDD assignment, 2012
34.
go back to reference Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Cumming RG, Handelsman DJ, McLachlan AJ, Abernethy DR, Banks E, Le Couteur DG (2012) High-risk prescribing and incidence of frailty among older community-dwelling men. Clin Pharmacol Ther 91(3):521–528. doi:10.1038/clpt.2011.258 PubMedCrossRef Gnjidic D, Hilmer SN, Blyth FM, Naganathan V, Cumming RG, Handelsman DJ, McLachlan AJ, Abernethy DR, Banks E, Le Couteur DG (2012) High-risk prescribing and incidence of frailty among older community-dwelling men. Clin Pharmacol Ther 91(3):521–528. doi:10.​1038/​clpt.​2011.​258 PubMedCrossRef
36.
go back to reference Decoster L, Kenis C, Van Puyvelde K, Flamaing J, Conings G, De Greve J, Mets T, Milisen K, Lobelle JP, Wildiers H (2013) The influence of clinical assessment (including age) and geriatric assessment on treatment decisions in older patients with cancer. J Geriatr Oncol 4(3):235–241. doi:10.1016/j.jgo.2013.04.010 PubMedCrossRef Decoster L, Kenis C, Van Puyvelde K, Flamaing J, Conings G, De Greve J, Mets T, Milisen K, Lobelle JP, Wildiers H (2013) The influence of clinical assessment (including age) and geriatric assessment on treatment decisions in older patients with cancer. J Geriatr Oncol 4(3):235–241. doi:10.​1016/​j.​jgo.​2013.​04.​010 PubMedCrossRef
37.
go back to reference Fusco O, Ferrini A, Santoro M, Lo Monaco MR, Gambassi G, Cesari M (2012) Physical function and perceived quality of life in older persons. Aging Clin Exp Res 24(1):68–73PubMedCrossRef Fusco O, Ferrini A, Santoro M, Lo Monaco MR, Gambassi G, Cesari M (2012) Physical function and perceived quality of life in older persons. Aging Clin Exp Res 24(1):68–73PubMedCrossRef
38.
go back to reference Covinsky KE, Hilton J, Lindquist K, Dudley RA (2006) Development and validation of an index to predict activity of daily living dependence in community-dwelling elders. Med Care 44(2):149–157PubMedCrossRef Covinsky KE, Hilton J, Lindquist K, Dudley RA (2006) Development and validation of an index to predict activity of daily living dependence in community-dwelling elders. Med Care 44(2):149–157PubMedCrossRef
39.
go back to reference Fede A, Miranda M, Antonangelo D, Trevizan L, Schaffhausser H, Hamermesz B, Zimmermann C, Del Giglio A, Riechelmann RP (2011) Use of unnecessary medications by patients with advanced cancer: cross-sectional survey. Support Care Cancer 19(9):1313–1318PubMedCrossRef Fede A, Miranda M, Antonangelo D, Trevizan L, Schaffhausser H, Hamermesz B, Zimmermann C, Del Giglio A, Riechelmann RP (2011) Use of unnecessary medications by patients with advanced cancer: cross-sectional survey. Support Care Cancer 19(9):1313–1318PubMedCrossRef
41.
go back to reference Kaplan GA, Strawbridge WJ, Camacho T, Cohen RD (1993) Factors associated with change in physical functioning in the elderly: a six-year prospective study. J Aging Health 5(1):140–153CrossRef Kaplan GA, Strawbridge WJ, Camacho T, Cohen RD (1993) Factors associated with change in physical functioning in the elderly: a six-year prospective study. J Aging Health 5(1):140–153CrossRef
43.
go back to reference 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(2):239–245PubMedCrossRef 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(2):239–245PubMedCrossRef
45.
go back to reference Riechelmann RP, Krzyzanowska MK, Zimmermann C (2009) Futile medication use in terminally ill cancer patients. Support Care Cancer 17(6):745–748PubMedCrossRef Riechelmann RP, Krzyzanowska MK, Zimmermann C (2009) Futile medication use in terminally ill cancer patients. Support Care Cancer 17(6):745–748PubMedCrossRef
46.
go back to reference Stavrou EP, Buckley N, Olivier J, Pearson SA (2012) Discontinuation of statin therapy in older people: does a cancer diagnosis make a difference? An observational cohort study using data linkage. BMJ Open 2(3) Stavrou EP, Buckley N, Olivier J, Pearson SA (2012) Discontinuation of statin therapy in older people: does a cancer diagnosis make a difference? An observational cohort study using data linkage. BMJ Open 2(3)
50.
go back to reference Frechen S, Zoeller A, Ruberg K, Voltz R, Gaertner J (2012) Drug interactions in dying patients: a retrospective analysis of hospice inpatients in Germany. Drug Saf 35(9):745–758PubMedCrossRef Frechen S, Zoeller A, Ruberg K, Voltz R, Gaertner J (2012) Drug interactions in dying patients: a retrospective analysis of hospice inpatients in Germany. Drug Saf 35(9):745–758PubMedCrossRef
Metadata
Title
Prevalence and factors associated with polypharmacy in older people with cancer
Authors
Justin P. Turner
Sepehr Shakib
Nimit Singhal
Jonathon Hogan-Doran
Robert Prowse
Sally Johns
J. Simon Bell
Publication date
01-07-2014
Publisher
Springer Berlin Heidelberg
Published in
Supportive Care in Cancer / Issue 7/2014
Print ISSN: 0941-4355
Electronic ISSN: 1433-7339
DOI
https://doi.org/10.1007/s00520-014-2171-x

Other articles of this Issue 7/2014

Supportive Care in Cancer 7/2014 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine