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Published in: BMC Medical Research Methodology 1/2024

Open Access 01-12-2024 | Antitussive | Research

Prescription Sequence Symmetry Analysis (PSSA) to assess prescribing cascades: a step-by-step guide

Authors: Mandy R. S. Hendrix, Mustafa Yasar, Atiya K. Mohammad, Jacqueline G. Hugtenburg, Joost W. Vanhommerig, Ruveyda Gündoğan-Yilmaz, Patricia M. L. A. van den Bemt, Petra Denig, Fatma Karapinar-Carkıt

Published in: BMC Medical Research Methodology | Issue 1/2024

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Abstract

Prescribing cascades occur when patients are prescribed medication to treat the adverse drug reaction of previously prescribed medication. Prescription sequence symmetry analysis (PSSA) can be used to assess the association between two medications in prescription or dispensing databases and thus the potential occurrence of prescribing cascades. In this article, a step-by-step guide is presented for conducting PSSA to assess prescribing cascades. We describe considerations for medication data collection and setting time periods for relevant parameters, including washout window, exposure window, continued exposure interval and blackout period. With two examples, we illustrate the impact of changes in these parameters on the strengths of associations observed. Given the impact seen, we recommend that researchers clearly specify and explain all considerations regarding medication included and time windows set when studying prescribing cascades with PSSA, and conduct subgroup and sensitivity analyses.
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Literature
1.
go back to reference Brath H, Mehta N, Savage RD, Gill SS, Wu W, Bronskill SE, et al. What is known about preventing, detecting, and reversing prescribing cascades: a scoping review. J Am Geriatr Soc. 2018;66(11):2079–85.CrossRefPubMed Brath H, Mehta N, Savage RD, Gill SS, Wu W, Bronskill SE, et al. What is known about preventing, detecting, and reversing prescribing cascades: a scoping review. J Am Geriatr Soc. 2018;66(11):2079–85.CrossRefPubMed
2.
go back to reference Morris EJ, Hollmann J, Hofer AK, Bhagwandass H, Oueini R, Adkins LE, et al. Evaluating the use of prescription sequence symmetry analysis as a pharmacovigilance tool: a scoping review. Res Social Adm Pharm. 2022;18(7):3079–93. Morris EJ, Hollmann J, Hofer AK, Bhagwandass H, Oueini R, Adkins LE, et al. Evaluating the use of prescription sequence symmetry analysis as a pharmacovigilance tool: a scoping review. Res Social Adm Pharm. 2022;18(7):3079–93.
3.
go back to reference Lai EC-C, Pratt N, Hsieh C-Y, Lin S-J, Pottegård A, Roughead EE, et al. Sequence symmetry analysis in pharmacovigilance and pharmacoepidemiologic studies. Eur J Epidemiol. 2017;32(7):567–82. Lai EC-C, Pratt N, Hsieh C-Y, Lin S-J, Pottegård A, Roughead EE, et al. Sequence symmetry analysis in pharmacovigilance and pharmacoepidemiologic studies. Eur J Epidemiol. 2017;32(7):567–82.
4.
go back to reference Hallas J. Evidence of depression provoked by cardiovascular medication: a prescription sequence symmetry analysis. Epidemiology. 1996;7(5):478–84.CrossRefPubMed Hallas J. Evidence of depression provoked by cardiovascular medication: a prescription sequence symmetry analysis. Epidemiology. 1996;7(5):478–84.CrossRefPubMed
5.
go back to reference Takeuchi Y, Shinozaki T, Matsuyama Y. A comparison of estimators from self-controlled case series, case-crossover design, and sequence symmetry analysis for pharmacoepidemiological studies. BMC Med Res Methodol. 2018;18(1):4.CrossRefPubMedPubMedCentral Takeuchi Y, Shinozaki T, Matsuyama Y. A comparison of estimators from self-controlled case series, case-crossover design, and sequence symmetry analysis for pharmacoepidemiological studies. BMC Med Res Methodol. 2018;18(1):4.CrossRefPubMedPubMedCentral
6.
go back to reference Takada M, Fujimoto M, Hosomi K. Association between benzodiazepine use and dementia: data mining of different medical databases. Int J Med Sci. 2016;13(11):825–34.CrossRefPubMedPubMedCentral Takada M, Fujimoto M, Hosomi K. Association between benzodiazepine use and dementia: data mining of different medical databases. Int J Med Sci. 2016;13(11):825–34.CrossRefPubMedPubMedCentral
7.
go back to reference Vouri SM, Jiang X, Manini TM, Solberg LM, Pepine C, Malone DC, et al. Magnitude of and characteristics associated with the treatment of calcium channel blocker-induced lower-extremity edema with loop diuretics. JAMA Netw Open. 2019;2(12): e1918425.CrossRefPubMedPubMedCentral Vouri SM, Jiang X, Manini TM, Solberg LM, Pepine C, Malone DC, et al. Magnitude of and characteristics associated with the treatment of calcium channel blocker-induced lower-extremity edema with loop diuretics. JAMA Netw Open. 2019;2(12): e1918425.CrossRefPubMedPubMedCentral
8.
go back to reference Vegter S, de Jong-van den Berg LT. Misdiagnosis and mistreatment of a common side-effect--angiotensin-converting enzyme inhibitor-induced cough. Br J Clin Pharmacol. 2010;69(2):200–3. Vegter S, de Jong-van den Berg LT. Misdiagnosis and mistreatment of a common side-effect--angiotensin-converting enzyme inhibitor-induced cough. Br J Clin Pharmacol. 2010;69(2):200–3.
9.
go back to reference Israili ZH, Hall WD. Cough and angioneurotic edema associated with angiotensin-converting enzyme inhibitor therapy. A review of the literature and pathophysiology. Ann Intern Med. 1992;117(3):234–42. Israili ZH, Hall WD. Cough and angioneurotic edema associated with angiotensin-converting enzyme inhibitor therapy. A review of the literature and pathophysiology. Ann Intern Med. 1992;117(3):234–42.
11.
go back to reference Olsen CG. Delay of diagnosis and empiric treatment of angiotensin-converting enzyme inhibitor-induced cough in office practice. Arch Fam Med. 1995;4(6):525–8.CrossRefPubMed Olsen CG. Delay of diagnosis and empiric treatment of angiotensin-converting enzyme inhibitor-induced cough in office practice. Arch Fam Med. 1995;4(6):525–8.CrossRefPubMed
12.
go back to reference Kalisch LM, Caughey GE, Roughead EE, Gilbert AL. The prescribing cascade. Aust Prescr. 2011;34(6):162–6.CrossRef Kalisch LM, Caughey GE, Roughead EE, Gilbert AL. The prescribing cascade. Aust Prescr. 2011;34(6):162–6.CrossRef
13.
go back to reference Liu PT, Argento VS, Skudlarska BA. Prescribing cascade in an 80-year-old Japanese immigrant. Geriatr Gerontol Int. 2009;9(4):402–4.CrossRefPubMed Liu PT, Argento VS, Skudlarska BA. Prescribing cascade in an 80-year-old Japanese immigrant. Geriatr Gerontol Int. 2009;9(4):402–4.CrossRefPubMed
14.
go back to reference Ahmed B, Nanji K, Mujeeb R, Patel MJ. Effects of polypharmacy on adverse drug reactions among geriatric outpatients at a tertiary care hospital in Karachi: a prospective cohort study. PLoS One. 2014;9(11): e112133.CrossRefPubMedPubMedCentral Ahmed B, Nanji K, Mujeeb R, Patel MJ. Effects of polypharmacy on adverse drug reactions among geriatric outpatients at a tertiary care hospital in Karachi: a prospective cohort study. PLoS One. 2014;9(11): e112133.CrossRefPubMedPubMedCentral
15.
go back to reference Kröger E, Van Marum R, Souverein P, Carmichael PH, Egberts T. Treatment with rivastigmine or galantamine and risk of urinary incontinence: results from a Dutch database study. Pharmacoepidemiol Drug Saf. 2015;24(3):276–85.CrossRefPubMed Kröger E, Van Marum R, Souverein P, Carmichael PH, Egberts T. Treatment with rivastigmine or galantamine and risk of urinary incontinence: results from a Dutch database study. Pharmacoepidemiol Drug Saf. 2015;24(3):276–85.CrossRefPubMed
16.
go back to reference Arnet I, Kooij MJ, Messerli M, Hersberger KE, Heerdink ER, Bouvy M. Proposal of standardization to assess adherence with medication records: methodology matters. Ann Pharmacother. 2016;50(5):360–8.CrossRefPubMed Arnet I, Kooij MJ, Messerli M, Hersberger KE, Heerdink ER, Bouvy M. Proposal of standardization to assess adherence with medication records: methodology matters. Ann Pharmacother. 2016;50(5):360–8.CrossRefPubMed
17.
go back to reference Singh S, Cocoros NM, Haynes K, Nair VP, Harkins TP, Rochon PA, et al. Identifying prescribing cascades in Alzheimer’s disease and related dementias: the calcium channel blocker-diuretic prescribing cascade. Pharmacoepidemiol Drug Saf. 2021;30(8):1066–73.CrossRefPubMed Singh S, Cocoros NM, Haynes K, Nair VP, Harkins TP, Rochon PA, et al. Identifying prescribing cascades in Alzheimer’s disease and related dementias: the calcium channel blocker-diuretic prescribing cascade. Pharmacoepidemiol Drug Saf. 2021;30(8):1066–73.CrossRefPubMed
18.
go back to reference Lai EC, Yang YH, Lin SJ, Hsieh CY. Use of antiepileptic drugs and risk of hypothyroidism. Pharmacoepidemiol Drug Saf. 2013;22(10):1071–9.CrossRefPubMed Lai EC, Yang YH, Lin SJ, Hsieh CY. Use of antiepileptic drugs and risk of hypothyroidism. Pharmacoepidemiol Drug Saf. 2013;22(10):1071–9.CrossRefPubMed
19.
go back to reference Farrell B, Galley E, Jeffs L, Howell P, McCarthy LM. “Kind of blurry”: Deciphering clues to prevent, investigate and manage prescribing cascades. PLoS One. 2022;17(8): e0272418.CrossRefPubMedPubMedCentral Farrell B, Galley E, Jeffs L, Howell P, McCarthy LM. “Kind of blurry”: Deciphering clues to prevent, investigate and manage prescribing cascades. PLoS One. 2022;17(8): e0272418.CrossRefPubMedPubMedCentral
20.
go back to reference Tsiropoulos I, Andersen M, Hallas J. Adverse events with use of antiepileptic drugs: a prescription and event symmetry analysis. Pharmacoepidemiol Drug Saf. 2009;18(6):483–91.CrossRefPubMed Tsiropoulos I, Andersen M, Hallas J. Adverse events with use of antiepileptic drugs: a prescription and event symmetry analysis. Pharmacoepidemiol Drug Saf. 2009;18(6):483–91.CrossRefPubMed
21.
go back to reference Pouwels KB, Visser ST, Bos HJ, Hak E. Angiotensin-converting enzyme inhibitor treatment and the development of urinary tract infections: a prescription sequence symmetry analysis. Drug Saf. 2013;36(11):1079–86.CrossRefPubMed Pouwels KB, Visser ST, Bos HJ, Hak E. Angiotensin-converting enzyme inhibitor treatment and the development of urinary tract infections: a prescription sequence symmetry analysis. Drug Saf. 2013;36(11):1079–86.CrossRefPubMed
22.
go back to reference Wahab IA, Pratt NL, Wiese MD, Kalisch LM, Roughead EE. The validity of sequence symmetry analysis (SSA) for adverse drug reaction signal detection. Pharmacoepidemiol Drug Saf. 2013;22(5):496–502.CrossRefPubMed Wahab IA, Pratt NL, Wiese MD, Kalisch LM, Roughead EE. The validity of sequence symmetry analysis (SSA) for adverse drug reaction signal detection. Pharmacoepidemiol Drug Saf. 2013;22(5):496–502.CrossRefPubMed
23.
go back to reference Nademanee K, Piwonka RW, Singh BN, Hershman JM. Amiodarone and thyroid function. Prog Cardiovasc Dis. 1989;31(6):427–37.CrossRefPubMed Nademanee K, Piwonka RW, Singh BN, Hershman JM. Amiodarone and thyroid function. Prog Cardiovasc Dis. 1989;31(6):427–37.CrossRefPubMed
24.
go back to reference Daliri S, Boujarfi S, El Mokaddam A, Scholte Op Reimer WJM, Ter Riet G, den Haan C, et al. Medication-related interventions delivered both in hospital and following discharge: a systematic review and meta-analysis. BMJ Qual Saf. 2021;30(2):146–56. Daliri S, Boujarfi S, El Mokaddam A, Scholte Op Reimer WJM, Ter Riet G, den Haan C, et al. Medication-related interventions delivered both in hospital and following discharge: a systematic review and meta-analysis. BMJ Qual Saf. 2021;30(2):146–56.
26.
go back to reference Vouri SM, Jiang X, Morris EJ, Brumback BA, Winterstein AG. Use of negative controls in a prescription sequence symmetry analysis to reduce time-varying bias. Pharmacoepidemiol Drug Saf. 2021;30(9):1192–9.CrossRefPubMed Vouri SM, Jiang X, Morris EJ, Brumback BA, Winterstein AG. Use of negative controls in a prescription sequence symmetry analysis to reduce time-varying bias. Pharmacoepidemiol Drug Saf. 2021;30(9):1192–9.CrossRefPubMed
27.
go back to reference Chen Y, Huang ST, Hsu TC, Peng LN, Hsiao FY, Chen LK. Detecting suspected prescribing cascades by prescription sequence symmetry analysis of nationwide real-world data. J Am Med Dir Assoc. 2021. Chen Y, Huang ST, Hsu TC, Peng LN, Hsiao FY, Chen LK. Detecting suspected prescribing cascades by prescription sequence symmetry analysis of nationwide real-world data. J Am Med Dir Assoc. 2021.
Metadata
Title
Prescription Sequence Symmetry Analysis (PSSA) to assess prescribing cascades: a step-by-step guide
Authors
Mandy R. S. Hendrix
Mustafa Yasar
Atiya K. Mohammad
Jacqueline G. Hugtenburg
Joost W. Vanhommerig
Ruveyda Gündoğan-Yilmaz
Patricia M. L. A. van den Bemt
Petra Denig
Fatma Karapinar-Carkıt
Publication date
01-12-2024
Publisher
BioMed Central
Keyword
Antitussive
Published in
BMC Medical Research Methodology / Issue 1/2024
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/s12874-023-02108-y

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