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Published in: Journal of General Internal Medicine 4/2019

01-04-2019 | Original Research

Associations Between Polypharmacy, Symptom Burden, and Quality of Life in Patients with Advanced, Life-Limiting Illness

Authors: Yael Schenker, Seo Young Park, Kwonho Jeong, Jennifer Pruskowski, Dio Kavalieratos, Judith Resick, Amy Abernethy, Jean S. Kutner

Published in: Journal of General Internal Medicine | Issue 4/2019

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Abstract

Background

Polypharmacy may be particularly burdensome near the end of life, as patients “accumulate” medications to treat and prevent multiple diseases.

Objective

To evaluate associations between polypharmacy, symptom burden, and quality of life (QOL) in patients with advanced, life-limiting illness (clinician-estimated, 1 month–1 year).

Design

Secondary analysis of baseline data from a trial of statin discontinuation.

Participants

Adults with advanced, life-limiting illness.

Main Measures

Polypharmacy was assessed by summing the number of non-statin medications taken regularly or as needed. Symptom burden was assessed using the Edmonton Symptom Assessment Scale (range 0–90; higher scores indicating greater symptom burden) and QOL was assessed using the McGill QOL Questionnaire (range 0–10; higher scores indicating better QOL). Linear regression models assessed associations between polypharmacy, symptom burden, and QOL.

Key Results

Among 372 participants, 47% were age 75 or older and 35% were enrolled in hospice. The mean symptom score was 27.0 (standard deviation (SD) 16.1) and the mean QOL score was 7.0 (SD 1.3). The average number of non-statin medications was 11.6 (SD 5.0); one-third of participants took ≥ 14 medications. In adjusted models, higher polypharmacy was associated with higher symptom burden (coefficient 0.81; p < .001) and lower QOL (coefficient − .06; p = .001). Adjusting for symptom burden weakened the association between polypharmacy and QOL (coefficient − .03; p = .045) without a significant interaction, suggesting that worse quality of life associated with polypharmacy may be related to medication-associated symptoms.

Conclusions

Among adults with advanced illness, taking more medications is associated with higher symptom burden and lower QOL. Attention to medication-related symptoms and shared decision-making regarding deprescribing are warranted in this setting.

NIH Trial Registry Number

ClinicalTrials.​gov Identifier for Parent Study - NCT01415934
Literature
1.
go back to reference World Health Organization Centre for Health Development. A Glossary of Terms for Community Health Care and Services for Older Persons; 2004. World Health Organization Centre for Health Development. A Glossary of Terms for Community Health Care and Services for Older Persons; 2004.
2.
go back to reference Cooper JA, Cadogan CA, Patterson SM, et al. Interventions to improve the appropriate use of polypharmacy in older people: a Cochrane systematic review. BMJ Open. 2015;5(12):e009235.CrossRefPubMedPubMedCentral Cooper JA, Cadogan CA, Patterson SM, et al. Interventions to improve the appropriate use of polypharmacy in older people: a Cochrane systematic review. BMJ Open. 2015;5(12):e009235.CrossRefPubMedPubMedCentral
3.
go back to reference Guthrie B, Makubate B, Hernandez-Santiago V, Dreischulte T. The rising tide of polypharmacy and durg-drug interactions: population database analysis 1995-2010. BMC Med. 2015 Apr 7;13:74.CrossRefPubMedPubMedCentral Guthrie B, Makubate B, Hernandez-Santiago V, Dreischulte T. The rising tide of polypharmacy and durg-drug interactions: population database analysis 1995-2010. BMC Med. 2015 Apr 7;13:74.CrossRefPubMedPubMedCentral
4.
go back to reference Kantor ED, Rehm CD, Haas JS, Chan AT, Giovannucci EL. Trends in Prescription Drug Use Among Adults in the United States From 1999-2012. JAMA. 2015;314:1818–31.CrossRefPubMedPubMedCentral Kantor ED, Rehm CD, Haas JS, Chan AT, Giovannucci EL. Trends in Prescription Drug Use Among Adults in the United States From 1999-2012. JAMA. 2015;314:1818–31.CrossRefPubMedPubMedCentral
5.
go back to reference Machon M, Larranaga I, Dorronsoro M, Vrotsou K, Vergara I. Health-related quality of life and associated factors in functionally independent older people. BMC Geriatrics. 2017;17:19.CrossRefPubMedPubMedCentral Machon M, Larranaga I, Dorronsoro M, Vrotsou K, Vergara I. Health-related quality of life and associated factors in functionally independent older people. BMC Geriatrics. 2017;17:19.CrossRefPubMedPubMedCentral
6.
go back to reference Montiel-Luque A, Nunez-Montenegro AJ, Martin-Aurioles E, Canca-Sanchez JC, Toro-Toro MC, Gonzalez-Correa JA. Medication-related factors associated with health-related quality of life in patients older than 65 years with polypharmacy. PloS One. 2017;12. Montiel-Luque A, Nunez-Montenegro AJ, Martin-Aurioles E, Canca-Sanchez JC, Toro-Toro MC, Gonzalez-Correa JA. Medication-related factors associated with health-related quality of life in patients older than 65 years with polypharmacy. PloS One. 2017;12.
7.
go back to reference McLean S, Sheehy-Skeffington B, O’Leary N, O’Gorman A. Pharmacological management of co-morbid conditions at the end of life: is less more? Irish Journal of Medical Science. 2013;182:107–12.CrossRefPubMed McLean S, Sheehy-Skeffington B, O’Leary N, O’Gorman A. Pharmacological management of co-morbid conditions at the end of life: is less more? Irish Journal of Medical Science. 2013;182:107–12.CrossRefPubMed
8.
go back to reference McNeil MJ, Kamal AH, Kutner JS, Ritchie CS, Abernethy AP. The Burden of Polypharmacy in Patients Near the End of Life. Journal of Pain and Symptom Management. 2016;51:178–83.CrossRefPubMed McNeil MJ, Kamal AH, Kutner JS, Ritchie CS, Abernethy AP. The Burden of Polypharmacy in Patients Near the End of Life. Journal of Pain and Symptom Management. 2016;51:178–83.CrossRefPubMed
9.
go back to reference Weir MR, Fink JC. Safety of medical therapy in patients with chronic kidney disease and end-stage renal disease. Curr Opin Nephor Hypertens. 2014 May;23(3):306–13.CrossRef Weir MR, Fink JC. Safety of medical therapy in patients with chronic kidney disease and end-stage renal disease. Curr Opin Nephor Hypertens. 2014 May;23(3):306–13.CrossRef
10.
go back to reference Potosek J, Curry M, Buss M, Chittenden E. Integration of palliative care in end-stage liver disease and liver transplantation. J Palliat Med. 2014 Nov 1;17(11):1271–1277.CrossRefPubMedPubMedCentral Potosek J, Curry M, Buss M, Chittenden E. Integration of palliative care in end-stage liver disease and liver transplantation. J Palliat Med. 2014 Nov 1;17(11):1271–1277.CrossRefPubMedPubMedCentral
11.
go back to reference Kutner JS, Blatchford PJ, Taylor DH, Jr., et al. Safety and benefit of discontinuing statin therapy in the setting of advanced, life-limiting illness: a randomized clinical trial. JAMA Internal Medicine. 2015;175:691–700. Kutner JS, Blatchford PJ, Taylor DH, Jr., et al. Safety and benefit of discontinuing statin therapy in the setting of advanced, life-limiting illness: a randomized clinical trial. JAMA Internal Medicine. 2015;175:691–700.
13.
go back to reference Moroni M, Zocchi D, Bolognesi D, et al. The ‘surprise’ question in advanced cancer patients: A prospective study among general practitioners. Palliative Medicine. 2014;28:959–64.CrossRefPubMed Moroni M, Zocchi D, Bolognesi D, et al. The ‘surprise’ question in advanced cancer patients: A prospective study among general practitioners. Palliative Medicine. 2014;28:959–64.CrossRefPubMed
14.
go back to reference Murray S, Boyd K. Using the ‘surprise question’ can identify people with advanced heart failure and COPD who would benefit from a palliative care approach. Palliative Medicine. 2011;25:382.CrossRefPubMed Murray S, Boyd K. Using the ‘surprise question’ can identify people with advanced heart failure and COPD who would benefit from a palliative care approach. Palliative Medicine. 2011;25:382.CrossRefPubMed
15.
go back to reference Abernethy AP, Shelby-James T, Fazekas BS, Woods D, Currow DC. The Australia-modified Karnofsky Performance Status (AKPS) scale: a revised scale for contemporary palliative care clinical practice. BMC Palliative Care. 2005;4:7.CrossRefPubMedPubMedCentral Abernethy AP, Shelby-James T, Fazekas BS, Woods D, Currow DC. The Australia-modified Karnofsky Performance Status (AKPS) scale: a revised scale for contemporary palliative care clinical practice. BMC Palliative Care. 2005;4:7.CrossRefPubMedPubMedCentral
17.
go back to reference Bruera E, Kuehn N, Miller MJ, Selmser P, Macmillan K. The Edmonton Symptom Assessment System (ESAS): a simple method for the assessment of palliative care patients. Journal of Palliative Care. 1991;7:6–9.CrossRef Bruera E, Kuehn N, Miller MJ, Selmser P, Macmillan K. The Edmonton Symptom Assessment System (ESAS): a simple method for the assessment of palliative care patients. Journal of Palliative Care. 1991;7:6–9.CrossRef
18.
go back to reference Selby D, Cascella A, Gardiner K, Do R et al. A single set of numerical cutpoints to define moderate and severe symptoms for the Edmonton Symptom Assessment System. J Pain Symptom Manage Feb 2010; 39(2): 241–249.CrossRefPubMed Selby D, Cascella A, Gardiner K, Do R et al. A single set of numerical cutpoints to define moderate and severe symptoms for the Edmonton Symptom Assessment System. J Pain Symptom Manage Feb 2010; 39(2): 241–249.CrossRefPubMed
19.
go back to reference Hui D, Shamieh O, Paiva CE, Khamash O, et al. Minimal clinically Important difference in the physical, emotional and total symptom distress scores of the Edmonton Symptom Assessment System. J Pain Symptom Manage. 2016 February; 51(2): 262–269.CrossRefPubMed Hui D, Shamieh O, Paiva CE, Khamash O, et al. Minimal clinically Important difference in the physical, emotional and total symptom distress scores of the Edmonton Symptom Assessment System. J Pain Symptom Manage. 2016 February; 51(2): 262–269.CrossRefPubMed
20.
go back to reference Cohen SR, Mount BM, Bruera E, Provost M, Rowe J, Tong K. Validity of the McGill Quality of Life Questionnaire in the palliative care setting: a multi-centre Canadian study demonstrating the importance of the existential domain. Palliative Medicine. 1997;11:3–20.CrossRefPubMed Cohen SR, Mount BM, Bruera E, Provost M, Rowe J, Tong K. Validity of the McGill Quality of Life Questionnaire in the palliative care setting: a multi-centre Canadian study demonstrating the importance of the existential domain. Palliative Medicine. 1997;11:3–20.CrossRefPubMed
21.
go back to reference D'Hoore W, Sicotte C, Tilquin C. Risk adjustment in outcome assessment: the Charlson comorbidity index. Methods of Information in Medicine. 1993;32:382–7.CrossRefPubMed D'Hoore W, Sicotte C, Tilquin C. Risk adjustment in outcome assessment: the Charlson comorbidity index. Methods of Information in Medicine. 1993;32:382–7.CrossRefPubMed
23.
go back to reference Valeri L, Vanderweele TJ. Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychological Methods. 2013;18:137–50.CrossRefPubMedPubMedCentral Valeri L, Vanderweele TJ. Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychological Methods. 2013;18:137–50.CrossRefPubMedPubMedCentral
24.
go back to reference Taylor AB MD, Tein JY. Tests of the Three-Path Mediated Effect. Organizational Research Methods. 2008;11:241–69.CrossRef Taylor AB MD, Tein JY. Tests of the Three-Path Mediated Effect. Organizational Research Methods. 2008;11:241–69.CrossRef
25.
go back to reference Fritz MS, Taylor AB, Mackinnon DP. Explanation of Two Anomalous Results in Statistical Mediation Analysis. Multivariate Behavioral Research. 2012;47:61–87.CrossRefPubMedPubMedCentral Fritz MS, Taylor AB, Mackinnon DP. Explanation of Two Anomalous Results in Statistical Mediation Analysis. Multivariate Behavioral Research. 2012;47:61–87.CrossRefPubMedPubMedCentral
26.
go back to reference Rochon PA, Gurwitz JH. The prescribing cascade revisited. Lancet (London, England). 2017;389:1778–80.CrossRef Rochon PA, Gurwitz JH. The prescribing cascade revisited. Lancet (London, England). 2017;389:1778–80.CrossRef
27.
go back to reference Nguyen PV, Spinelli C. Prescribing cascade in an elderly woman. Canadian Pharmacists Journal : CPJ = Revue des pharmaciens du Canada : RPC. 2016;149:122–4.CrossRefPubMed Nguyen PV, Spinelli C. Prescribing cascade in an elderly woman. Canadian Pharmacists Journal : CPJ = Revue des pharmaciens du Canada : RPC. 2016;149:122–4.CrossRefPubMed
28.
go back to reference Bain KT, Holmes HM, Beers MH, Maio V, Handler SM, Pauker SG. Discontinuing Medications: A Novel Approach for Revising the Prescribing Stage of the Medication-Use Process. Journal of the American Geriatrics Society. 2008;56:1946–52.CrossRefPubMedPubMedCentral Bain KT, Holmes HM, Beers MH, Maio V, Handler SM, Pauker SG. Discontinuing Medications: A Novel Approach for Revising the Prescribing Stage of the Medication-Use Process. Journal of the American Geriatrics Society. 2008;56:1946–52.CrossRefPubMedPubMedCentral
29.
go back to reference Farrell B, Pottie K, Thompson W, et al. Deprescribing proton pump inhibitors: Evidence-based clinical practice guideline. Canadian Family Physician. 2017;63:354–64.PubMedPubMedCentral Farrell B, Pottie K, Thompson W, et al. Deprescribing proton pump inhibitors: Evidence-based clinical practice guideline. Canadian Family Physician. 2017;63:354–64.PubMedPubMedCentral
30.
go back to reference Farrell B, Black C, Thompson W, et al. Deprescribing antihyperglycemic agents in older persons: Evidence-based clinical practice guideline. Canadian Family Physician. 2017;63:832–43.PubMedPubMedCentral Farrell B, Black C, Thompson W, et al. Deprescribing antihyperglycemic agents in older persons: Evidence-based clinical practice guideline. Canadian Family Physician. 2017;63:832–43.PubMedPubMedCentral
31.
go back to reference Anderson K, Stowasser D, Freeman C, Scott I. Prescriber barriers and enablers to minimising potentially inappropriate medications in adults: a systematic review and thematic synthesis. BMJ Open. 2014;4:e006544.CrossRefPubMedPubMedCentral Anderson K, Stowasser D, Freeman C, Scott I. Prescriber barriers and enablers to minimising potentially inappropriate medications in adults: a systematic review and thematic synthesis. BMJ Open. 2014;4:e006544.CrossRefPubMedPubMedCentral
32.
go back to reference Reeve E, To J, Hendrix I, Shakib S, Roberts MS, Wiese MD. Patient barriers to and enablers of deprescribing: a systematic review. Drugs & Aging. 2013;30:793–807.CrossRef Reeve E, To J, Hendrix I, Shakib S, Roberts MS, Wiese MD. Patient barriers to and enablers of deprescribing: a systematic review. Drugs & Aging. 2013;30:793–807.CrossRef
34.
go back to reference Lalic S, Jamsen KM, Wimmer BC, et al. Polypharmacy and medication regimen complexity as factors associated with staff informant rated quality of life in residents of aged care facilities: a cross-sectional study. European Journal of Clinical Pharmacology. 2016;72:1117–24.CrossRefPubMed Lalic S, Jamsen KM, Wimmer BC, et al. Polypharmacy and medication regimen complexity as factors associated with staff informant rated quality of life in residents of aged care facilities: a cross-sectional study. European Journal of Clinical Pharmacology. 2016;72:1117–24.CrossRefPubMed
35.
go back to reference Bosboom PR, Alfonso H, Almeida OP, Beer C. Use of Potentially Harmful Medications and Health-Related Quality of Life among People with Dementia Living in Residential Aged Care Facilities. Dementia and Geriatric Cognitive Disorders Extra. 2012;2:361–71.CrossRefPubMedPubMedCentral Bosboom PR, Alfonso H, Almeida OP, Beer C. Use of Potentially Harmful Medications and Health-Related Quality of Life among People with Dementia Living in Residential Aged Care Facilities. Dementia and Geriatric Cognitive Disorders Extra. 2012;2:361–71.CrossRefPubMedPubMedCentral
36.
go back to reference Williams BR, Amos Bailey F, Kvale E, et al. Continuation of non-essential medications in actively dying hospitalised patients. BMJ Supportive & Palliative Care. 2017;7:450–457.CrossRef Williams BR, Amos Bailey F, Kvale E, et al. Continuation of non-essential medications in actively dying hospitalised patients. BMJ Supportive & Palliative Care. 2017;7:450–457.CrossRef
Metadata
Title
Associations Between Polypharmacy, Symptom Burden, and Quality of Life in Patients with Advanced, Life-Limiting Illness
Authors
Yael Schenker
Seo Young Park
Kwonho Jeong
Jennifer Pruskowski
Dio Kavalieratos
Judith Resick
Amy Abernethy
Jean S. Kutner
Publication date
01-04-2019
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue 4/2019
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-019-04837-7

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