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Published in: CNS Drugs 2/2018

01-02-2018 | Systematic Review

Prescribed Dose of Opioids and Overdose: A Systematic Review and Meta-Analysis of Unintentional Prescription Opioid Overdose

Authors: Adeleke D. Adewumi, Samantha A. Hollingworth, Joemer C. Maravilla, Jason P. Connor, Rosa Alati

Published in: CNS Drugs | Issue 2/2018

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Abstract

Background

The rate of an unintentional drug overdose involving prescription opioids continues to rise. An understanding of the threshold dose and dose(s) associated with unintentional prescription opioid overdose will help to mitigate this epidemic.

Objective

The objective of this systematic review is to systematically synthesise and meta-analyse studies on doses of prescription opioids and ascertain the doses of opioids that are associated with increased risk of severe opioid poisoning or mortality.

Data Sources

A search of PubMed, EMBASE, CINAHL and Web of Science from inception to 16 January 2017 was conducted using search strategies and the MeSH (Medical Subject Headings) terms for studies of adult patients using prescription opioids who experienced an accidental overdose.

Study Selection

Of the 1332 studies identified, 117 were selected for full article review. Ten met the inclusion criteria for qualitative analysis, but only seven studies were meta-analysed. The included studies were in English, and participants met predetermined International Classification of Diseases (ICD) codes. Studies were excluded if they included only paediatric participants or the participants met the ICD code for intentional self-harm.

Data Extraction and Synthesis

Two researchers elaborated and validated a data extraction form. Data were then independently extracted by both reviewers as per this form. We assessed study quality using the Newcastle–Ottawa Scale (NOS) for non-randomised studies in meta-analyses. We performed a meta-regression using a random-effect model and summarised the results using relative risk (RR) and 95% confidence intervals (CIs). The threshold dose for an unintentional overdose is 20 morphine milligram equivalents (MME)/day. There were higher risks with larger doses: (1) ≤ 20 versus ≥ 21 MME/day: RR 2.81, 95% CI 1.09–7.22, p < 0.001; (2) ≤ 50 versus > 50 MME/day: RR 3.87, 95% CI 2.36–6.33, p < 0.001; (3) ≤ 100 versus > 100 MME/day: RR 4.28, 95% CI 2.61–7.1, p < 0.001; and (4) ≤ 50 versus > 50–100 MME/day: RR 3.09, 95% CI 1.84–5.18, p < 0.001). Heterogeneity was explained by the type of overdose event, inpatient or outpatient status, and length of observation. Type of pain (cancer or non-cancer pain) had no impact on heterogeneity.

Limitations

The definition of exposure in studies included in the meta-analysis was heterogeneous. Some studies defined exposure as the filling of a prescription while others defined exposure as the prescription of an opioid to the patient, and all studies assumed that patients took the prescribed opioid. Medications that may contribute to overdose, such as benzodiazepines and other drugs, were not considered.

Conclusions

A significantly increased risk of inadvertent prescription opioid overdose was found with 20–50 MME/day, with fatality more likely with opioid doses above 50 MME/day, although extensive heterogeneity was found with the dose comparisons. Clinicians should inform patients of this risk and monitor them closely.

Protocol Registration

This protocol was registered with PROSPERO 2017: CRD42017058426.
Appendix
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Literature
2.
go back to reference Manchikanti L, Abdi S, Atluri S, Balog CC, Benyamin RM, Boswell MV, et al.; American Society of Interventional Pain Physicians. American Society of Interventional Pain Physicians (ASIPP) guidelines for responsible opioid prescribing in chronic non-cancer pain: Part I—evidence assessment. Pain Physician. 2012;15(3 Suppl):S1–65. Manchikanti L, Abdi S, Atluri S, Balog CC, Benyamin RM, Boswell MV, et al.; American Society of Interventional Pain Physicians. American Society of Interventional Pain Physicians (ASIPP) guidelines for responsible opioid prescribing in chronic non-cancer pain: Part I—evidence assessment. Pain Physician. 2012;15(3 Suppl):S1–65.
3.
go back to reference Volkow ND, Frieden TR, Hyde PS, Cha SS. Medication-assisted therapies—tackling the opioid-overdose epidemic. N Engl J Med. 2014;370(22):2063–6.CrossRefPubMed Volkow ND, Frieden TR, Hyde PS, Cha SS. Medication-assisted therapies—tackling the opioid-overdose epidemic. N Engl J Med. 2014;370(22):2063–6.CrossRefPubMed
5.
go back to reference Warner M, Chen LH, Makuc DM, Anderson RN, Minino AM. Drug poisoning deaths in the United States, 1980–2008. NCHS Data Brief. 2011;81:1–8. Warner M, Chen LH, Makuc DM, Anderson RN, Minino AM. Drug poisoning deaths in the United States, 1980–2008. NCHS Data Brief. 2011;81:1–8.
6.
go back to reference Centers for Disease Control and Prevention. (CDC). Unintentional poisoning deaths—United States, 1999–2004. MMWR. 2007;56(5):93–6. Centers for Disease Control and Prevention. (CDC). Unintentional poisoning deaths—United States, 1999–2004. MMWR. 2007;56(5):93–6.
7.
go back to reference Hasegawa K, Brown DFM, Tsugawa Y, Camargo CA. Epidemiology of emergency department visits for opioid overdose: a population-based study. Mayo Clin Proc. 2014;89(4):462–71.CrossRefPubMed Hasegawa K, Brown DFM, Tsugawa Y, Camargo CA. Epidemiology of emergency department visits for opioid overdose: a population-based study. Mayo Clin Proc. 2014;89(4):462–71.CrossRefPubMed
8.
go back to reference Fernandes K, Martins D, Juurlink D, Mamdani M, Paterson JM, Spooner L, et al. High-dose opioid prescribing and opioid-related hospitalization: a population-based study. PLoS One. 2016;11(12):e0167479.CrossRefPubMedPubMedCentral Fernandes K, Martins D, Juurlink D, Mamdani M, Paterson JM, Spooner L, et al. High-dose opioid prescribing and opioid-related hospitalization: a population-based study. PLoS One. 2016;11(12):e0167479.CrossRefPubMedPubMedCentral
9.
go back to reference Inocencio TJ, Carroll NV, Read EJ, Holdford DA. The economic burden of opioid-related poisoning in the United States. Pain Med. 2013;14(10):1534–47.CrossRefPubMed Inocencio TJ, Carroll NV, Read EJ, Holdford DA. The economic burden of opioid-related poisoning in the United States. Pain Med. 2013;14(10):1534–47.CrossRefPubMed
10.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: American Psychiatric Association; 2013.CrossRef American Psychiatric Association. Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: American Psychiatric Association; 2013.CrossRef
12.
go back to reference Berecki-Gisolf J, Hassani-Mahmooei B, Clapperton A, McClure R. Prescription opioid dispensing and prescription opioid poisoning: population data from Victoria, Australia 2006 to 2013. Aust N Z J Public Health. 2017;41(1):85–91.CrossRefPubMed Berecki-Gisolf J, Hassani-Mahmooei B, Clapperton A, McClure R. Prescription opioid dispensing and prescription opioid poisoning: population data from Victoria, Australia 2006 to 2013. Aust N Z J Public Health. 2017;41(1):85–91.CrossRefPubMed
13.
go back to reference Dunn KM, Saunders KW, Rutter CM, Banta-Green CJ, Merrill JO, Sullivan MD, et al. Opioid prescriptions for chronic pain and overdose: a cohort study. Ann Intern Med. 2010;152(2):85–92.CrossRefPubMedPubMedCentral Dunn KM, Saunders KW, Rutter CM, Banta-Green CJ, Merrill JO, Sullivan MD, et al. Opioid prescriptions for chronic pain and overdose: a cohort study. Ann Intern Med. 2010;152(2):85–92.CrossRefPubMedPubMedCentral
14.
go back to reference Zorzela L, Loke YK, Ioannidis JP, Golder S, Santaguida P, Altman DG, et al. PRISMA harms checklist: improving harms reporting in systematic reviews. BMJ. 2016;352:i157.CrossRefPubMed Zorzela L, Loke YK, Ioannidis JP, Golder S, Santaguida P, Altman DG, et al. PRISMA harms checklist: improving harms reporting in systematic reviews. BMJ. 2016;352:i157.CrossRefPubMed
15.
go back to reference Herzig SJ, Rothberg MB, Cheung M, Ngo LH, Marcantonio ER. Opioid utilization and opioid-related adverse events in nonsurgical patients in US hospitals. J Hosp Med. 2014;9(2):73–81.CrossRefPubMed Herzig SJ, Rothberg MB, Cheung M, Ngo LH, Marcantonio ER. Opioid utilization and opioid-related adverse events in nonsurgical patients in US hospitals. J Hosp Med. 2014;9(2):73–81.CrossRefPubMed
16.
go back to reference Paulozzi LJ, Kilbourne EM, Shah NG, Nolte KB, Desai HA, Landen MG, et al. A history of being prescribed controlled substances and risk of drug overdose death. Pain Med. 2012;13(1):87–95.CrossRefPubMed Paulozzi LJ, Kilbourne EM, Shah NG, Nolte KB, Desai HA, Landen MG, et al. A history of being prescribed controlled substances and risk of drug overdose death. Pain Med. 2012;13(1):87–95.CrossRefPubMed
18.
go back to reference Bae J-M. A suggestion for quality assessment in systematic reviews of observational studies in nutritional epidemiology. Epidemiol Health. 2016;38:e2016014.CrossRefPubMedPubMedCentral Bae J-M. A suggestion for quality assessment in systematic reviews of observational studies in nutritional epidemiology. Epidemiol Health. 2016;38:e2016014.CrossRefPubMedPubMedCentral
19.
go back to reference Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25(9):603–5.CrossRefPubMed Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25(9):603–5.CrossRefPubMed
20.
go back to reference Higgins JPT, Thompson SG. Controlling the risk of spurious findings from meta-regression. Stat Med. 2004;23(11):1663–82.CrossRefPubMed Higgins JPT, Thompson SG. Controlling the risk of spurious findings from meta-regression. Stat Med. 2004;23(11):1663–82.CrossRefPubMed
21.
22.
go back to reference Harbord RM, Higgins JPT. Meta-regression in Stata. Stata J. 2008;8(4):493–519. Harbord RM, Higgins JPT. Meta-regression in Stata. Stata J. 2008;8(4):493–519.
23.
go back to reference Harbord RM, Harris RJ, Sterne JAC. Updated tests for small-study effects in meta-analyses. Stata J. 2009;9(2):197–210. Harbord RM, Harris RJ, Sterne JAC. Updated tests for small-study effects in meta-analyses. Stata J. 2009;9(2):197–210.
24.
go back to reference Dilokthornsakul P, Moore G, Campbell JD, Lodge R, Traugott C, Zerzan J, et al. Risk factors of prescription opioid overdose among Colorado Medicaid beneficiaries. J Pain. 2016;17(4):436–43.CrossRefPubMed Dilokthornsakul P, Moore G, Campbell JD, Lodge R, Traugott C, Zerzan J, et al. Risk factors of prescription opioid overdose among Colorado Medicaid beneficiaries. J Pain. 2016;17(4):436–43.CrossRefPubMed
25.
go back to reference Cochran G, Gordon AJ, Lo-Ciganic WH, Gellad WF, Frazier W, Lobo C, et al. An examination of claims-based predictors of overdose from a large Medicaid program. Med Care. 2017;55(3):291–8.CrossRefPubMedPubMedCentral Cochran G, Gordon AJ, Lo-Ciganic WH, Gellad WF, Frazier W, Lobo C, et al. An examination of claims-based predictors of overdose from a large Medicaid program. Med Care. 2017;55(3):291–8.CrossRefPubMedPubMedCentral
26.
go back to reference Dasgupta N, Funk MJ, Proescholdbell S, Hirsch A, Ribisl KM, Marshall S. Cohort study of the impact of high-dose opioid analgesics on overdose mortality. Pain Med. 2016;17(1):85–98.PubMed Dasgupta N, Funk MJ, Proescholdbell S, Hirsch A, Ribisl KM, Marshall S. Cohort study of the impact of high-dose opioid analgesics on overdose mortality. Pain Med. 2016;17(1):85–98.PubMed
27.
go back to reference Bohnert ASB, Valenstein M, Bair MJ, Ganoczy D, McCarthy JF, Ilgen MA, et al. Association between opioid prescribing patterns and opioid overdose-related deaths. JAMA. 2011;305(13):1315–21.CrossRefPubMed Bohnert ASB, Valenstein M, Bair MJ, Ganoczy D, McCarthy JF, Ilgen MA, et al. Association between opioid prescribing patterns and opioid overdose-related deaths. JAMA. 2011;305(13):1315–21.CrossRefPubMed
28.
go back to reference Fulton-Kehoe D, Garg RK, Turner JA, Bauer AM, Sullivan MD, Wickizer TM, et al. Opioid poisonings and opioid adverse effects in workers in Washington State. Am J Ind Med. 2013;56(12):1452–62.CrossRefPubMed Fulton-Kehoe D, Garg RK, Turner JA, Bauer AM, Sullivan MD, Wickizer TM, et al. Opioid poisonings and opioid adverse effects in workers in Washington State. Am J Ind Med. 2013;56(12):1452–62.CrossRefPubMed
29.
go back to reference Fulton-Kehoe D, Sullivan MD, Turner JA, Garg RK, Bauer AM, Wickizer TM, et al. Opioid poisonings in Washington State Medicaid: trends, dosing, and guidelines. Med Care. 2015;53(8):679–85.CrossRefPubMed Fulton-Kehoe D, Sullivan MD, Turner JA, Garg RK, Bauer AM, Wickizer TM, et al. Opioid poisonings in Washington State Medicaid: trends, dosing, and guidelines. Med Care. 2015;53(8):679–85.CrossRefPubMed
30.
go back to reference Larochelle MR, Liebschutz JM, Fang Z, Ross-Degnan D, Wharam JF, Zhang F. Opioid prescribing after nonfatal overdose and association with repeated overdose: a cohort study. Ann Intern Med. 2016;164(1):1–9.CrossRefPubMed Larochelle MR, Liebschutz JM, Fang Z, Ross-Degnan D, Wharam JF, Zhang F. Opioid prescribing after nonfatal overdose and association with repeated overdose: a cohort study. Ann Intern Med. 2016;164(1):1–9.CrossRefPubMed
31.
go back to reference Zedler B, Xie L, Wang L, Joyce A, Vick C, Kariburyo F, et al. Risk factors for serious prescription opioid-related toxicity or overdose among Veterans Health Administration patients. Pain Med. 2014;15(11):1911–29.CrossRefPubMed Zedler B, Xie L, Wang L, Joyce A, Vick C, Kariburyo F, et al. Risk factors for serious prescription opioid-related toxicity or overdose among Veterans Health Administration patients. Pain Med. 2014;15(11):1911–29.CrossRefPubMed
32.
go back to reference NCIS fact sheet. Opioids related deaths in Australia (2007–2011). Australia: National Coronial Information System; 2014. p. 1–20. NCIS fact sheet. Opioids related deaths in Australia (2007–2011). Australia: National Coronial Information System; 2014. p. 1–20.
35.
36.
go back to reference Iwabe T, Ozaki I, Hashizume A. The respiratory cycle modulates brain potentials, sympathetic activity, and subjective pain sensation induced by noxious stimulation. Neurosci Res. 2014;84:47–59.CrossRefPubMed Iwabe T, Ozaki I, Hashizume A. The respiratory cycle modulates brain potentials, sympathetic activity, and subjective pain sensation induced by noxious stimulation. Neurosci Res. 2014;84:47–59.CrossRefPubMed
37.
go back to reference Borgbjerg FM, Nielsen K, Franks J. Experimental pain stimulates respiration and attenuates morphine-induced respiratory depression: a controlled study in human volunteers. Pain. 1996;64(1):123.CrossRefPubMed Borgbjerg FM, Nielsen K, Franks J. Experimental pain stimulates respiration and attenuates morphine-induced respiratory depression: a controlled study in human volunteers. Pain. 1996;64(1):123.CrossRefPubMed
38.
go back to reference Bourke DL. Respiratory effects of regional anesthesia during acute pain. Reg Anesth. 1993;18(6):361.PubMed Bourke DL. Respiratory effects of regional anesthesia during acute pain. Reg Anesth. 1993;18(6):361.PubMed
39.
go back to reference Dowell D, Haegerich TM, Chou R. CDC guideline for prescribing opioids for chronic pain—United States, 2016. JAMA. 2016;315(15):1624–45.CrossRefPubMed Dowell D, Haegerich TM, Chou R. CDC guideline for prescribing opioids for chronic pain—United States, 2016. JAMA. 2016;315(15):1624–45.CrossRefPubMed
41.
go back to reference Sorg MH, Long DL, Abate MA, Kaplan JA, Kraner J, Greenwald MS, et al. Additive effects of cointoxicants in single-opioid induced deaths. Acad Forensic Pathol. 2016;6(3):532–42.CrossRefPubMedPubMedCentral Sorg MH, Long DL, Abate MA, Kaplan JA, Kraner J, Greenwald MS, et al. Additive effects of cointoxicants in single-opioid induced deaths. Acad Forensic Pathol. 2016;6(3):532–42.CrossRefPubMedPubMedCentral
42.
go back to reference Garg KR, Fulton-Kehoe MD, Franklin MG. Patterns of opioid use and risk of opioid overdose death among medicaid patients. Med Care. 2017;55(7):661–8.CrossRefPubMed Garg KR, Fulton-Kehoe MD, Franklin MG. Patterns of opioid use and risk of opioid overdose death among medicaid patients. Med Care. 2017;55(7):661–8.CrossRefPubMed
43.
go back to reference International classification of diseases. 10th rev. Geneva: WHO; 1992. International classification of diseases. 10th rev. Geneva: WHO; 1992.
44.
go back to reference International classification of diseases. 9th rev. Geneva: WHO; 1977. International classification of diseases. 9th rev. Geneva: WHO; 1977.
Metadata
Title
Prescribed Dose of Opioids and Overdose: A Systematic Review and Meta-Analysis of Unintentional Prescription Opioid Overdose
Authors
Adeleke D. Adewumi
Samantha A. Hollingworth
Joemer C. Maravilla
Jason P. Connor
Rosa Alati
Publication date
01-02-2018
Publisher
Springer International Publishing
Published in
CNS Drugs / Issue 2/2018
Print ISSN: 1172-7047
Electronic ISSN: 1179-1934
DOI
https://doi.org/10.1007/s40263-018-0499-3

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