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Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids

Background In recognition of potential for increased overdose risk, drug labels for extended‐release and long‐acting (ER/LA) opioids emphasize the need for established opioid tolerance prior to initiating high dosages. Objectives Describe the proportion of patients with opioid tolerance prior to ini...

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Published in:Pharmacoepidemiology and drug safety 2019-01, Vol.28 (1), p.39-47
Main Authors: Young, Jessica C., Lund, Jennifer L., Dasgupta, Nabarun, Jonsson Funk, Michele
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Lund, Jennifer L.
Dasgupta, Nabarun
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description Background In recognition of potential for increased overdose risk, drug labels for extended‐release and long‐acting (ER/LA) opioids emphasize the need for established opioid tolerance prior to initiating high dosages. Objectives Describe the proportion of patients with opioid tolerance prior to initiation of 90 morphine milligram equivalents (MME) ER/LA opioids and examine subsequent risk of opioid poisoning. Methods We used Truven Health Analytics' MarketScan Databases (2006‐2015) to identify patients initiating ER/LA opioids ≥90 MME. We examined prescription histories and describe the proportion of initiators with opioid tolerance (defined as ≥7 days of 60 MME in the prior 14 days). We adjusted for age, sex, year of initiation, and baseline comorbidities using inverse probability of treatment weighted Cox proportional hazards models. We estimated adjusted hazard ratios and 95% confidence intervals for the effect of opioid tolerance on the risk of clinically recognized opioid poisoning (based on diagnosis codes) in specific periods (0‐7, 8‐30, 31‐90, and 91‐365 days) following initiation. Results Among 372 038 initiators, 38% did not meet opioid tolerance criteria. The proportion of nontolerant initiators was highest among those initiating methadone (44%) and fentanyl (42%). Nontolerant patients were 37% more likely to be diagnosed with opioid poisoning (adjusted hazard ratios = 1.37 [1.07, 1.76]) in the week following ER/LA initiation. Conclusions Over one‐third of patients initiating ≥90 MME ER/LA opioids did not have evidence of opioid tolerance. The 7 days following high dose ER/LA initiation may represent a high‐risk period for clinically diagnosed opioid poisoning in patients who do not have prior opioid tolerance.
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Objectives Describe the proportion of patients with opioid tolerance prior to initiation of 90 morphine milligram equivalents (MME) ER/LA opioids and examine subsequent risk of opioid poisoning. Methods We used Truven Health Analytics' MarketScan Databases (2006‐2015) to identify patients initiating ER/LA opioids ≥90 MME. We examined prescription histories and describe the proportion of initiators with opioid tolerance (defined as ≥7 days of 60 MME in the prior 14 days). We adjusted for age, sex, year of initiation, and baseline comorbidities using inverse probability of treatment weighted Cox proportional hazards models. We estimated adjusted hazard ratios and 95% confidence intervals for the effect of opioid tolerance on the risk of clinically recognized opioid poisoning (based on diagnosis codes) in specific periods (0‐7, 8‐30, 31‐90, and 91‐365 days) following initiation. Results Among 372 038 initiators, 38% did not meet opioid tolerance criteria. The proportion of nontolerant initiators was highest among those initiating methadone (44%) and fentanyl (42%). Nontolerant patients were 37% more likely to be diagnosed with opioid poisoning (adjusted hazard ratios = 1.37 [1.07, 1.76]) in the week following ER/LA initiation. Conclusions Over one‐third of patients initiating ≥90 MME ER/LA opioids did not have evidence of opioid tolerance. The 7 days following high dose ER/LA initiation may represent a high‐risk period for clinically diagnosed opioid poisoning in patients who do not have prior opioid tolerance.</description><identifier>ISSN: 1053-8569</identifier><identifier>EISSN: 1099-1557</identifier><identifier>DOI: 10.1002/pds.4572</identifier><identifier>PMID: 29888409</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Adult ; Aged ; Analgesics, Opioid - administration &amp; dosage ; Analgesics, Opioid - poisoning ; Analytics ; Delayed-Action Preparations - administration &amp; dosage ; Delayed-Action Preparations - poisoning ; Dosage ; Dose-Response Relationship, Drug ; Drug Labeling - standards ; Drug Overdose - epidemiology ; Drug Overdose - etiology ; Drug Overdose - prevention &amp; control ; Drug Prescriptions - standards ; Drug Prescriptions - statistics &amp; numerical data ; Drug Tolerance ; extended‐release long‐acting opioids ; Female ; Fentanyl ; Health hazards ; Humans ; Initiators ; Male ; Methadone ; Middle Aged ; Morphine ; Narcotics ; opioid poisoning ; opioid tolerance ; Opioids ; Overdose ; Pain - diagnosis ; Pain - drug therapy ; Pain Management - methods ; Pain Management - standards ; Pain Measurement - standards ; Patients ; pharmacoepidemiology ; Poisoning ; Practice Patterns, Physicians' - standards ; Risk Assessment - standards ; Statistical models ; Time Factors</subject><ispartof>Pharmacoepidemiology and drug safety, 2019-01, Vol.28 (1), p.39-47</ispartof><rights>2018 John Wiley &amp; Sons, Ltd.</rights><rights>2019 John Wiley &amp; Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4752-fba978b56bee1b0582003c0bcfd2ae39b7463fbe0f839b46a7538ddf9309507a3</citedby><cites>FETCH-LOGICAL-c4752-fba978b56bee1b0582003c0bcfd2ae39b7463fbe0f839b46a7538ddf9309507a3</cites><orcidid>0000-0002-1108-0689 ; 0000-0002-3756-7540 ; 0000-0002-4098-605X ; 0000-0003-2655-192X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29888409$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Young, Jessica C.</creatorcontrib><creatorcontrib>Lund, Jennifer L.</creatorcontrib><creatorcontrib>Dasgupta, Nabarun</creatorcontrib><creatorcontrib>Jonsson Funk, Michele</creatorcontrib><title>Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids</title><title>Pharmacoepidemiology and drug safety</title><addtitle>Pharmacoepidemiol Drug Saf</addtitle><description>Background In recognition of potential for increased overdose risk, drug labels for extended‐release and long‐acting (ER/LA) opioids emphasize the need for established opioid tolerance prior to initiating high dosages. Objectives Describe the proportion of patients with opioid tolerance prior to initiation of 90 morphine milligram equivalents (MME) ER/LA opioids and examine subsequent risk of opioid poisoning. Methods We used Truven Health Analytics' MarketScan Databases (2006‐2015) to identify patients initiating ER/LA opioids ≥90 MME. We examined prescription histories and describe the proportion of initiators with opioid tolerance (defined as ≥7 days of 60 MME in the prior 14 days). We adjusted for age, sex, year of initiation, and baseline comorbidities using inverse probability of treatment weighted Cox proportional hazards models. We estimated adjusted hazard ratios and 95% confidence intervals for the effect of opioid tolerance on the risk of clinically recognized opioid poisoning (based on diagnosis codes) in specific periods (0‐7, 8‐30, 31‐90, and 91‐365 days) following initiation. Results Among 372 038 initiators, 38% did not meet opioid tolerance criteria. The proportion of nontolerant initiators was highest among those initiating methadone (44%) and fentanyl (42%). Nontolerant patients were 37% more likely to be diagnosed with opioid poisoning (adjusted hazard ratios = 1.37 [1.07, 1.76]) in the week following ER/LA initiation. Conclusions Over one‐third of patients initiating ≥90 MME ER/LA opioids did not have evidence of opioid tolerance. The 7 days following high dose ER/LA initiation may represent a high‐risk period for clinically diagnosed opioid poisoning in patients who do not have prior opioid tolerance.</description><subject>Adult</subject><subject>Aged</subject><subject>Analgesics, Opioid - administration &amp; dosage</subject><subject>Analgesics, Opioid - poisoning</subject><subject>Analytics</subject><subject>Delayed-Action Preparations - administration &amp; dosage</subject><subject>Delayed-Action Preparations - poisoning</subject><subject>Dosage</subject><subject>Dose-Response Relationship, Drug</subject><subject>Drug Labeling - standards</subject><subject>Drug Overdose - epidemiology</subject><subject>Drug Overdose - etiology</subject><subject>Drug Overdose - prevention &amp; control</subject><subject>Drug Prescriptions - standards</subject><subject>Drug Prescriptions - statistics &amp; numerical data</subject><subject>Drug Tolerance</subject><subject>extended‐release long‐acting opioids</subject><subject>Female</subject><subject>Fentanyl</subject><subject>Health hazards</subject><subject>Humans</subject><subject>Initiators</subject><subject>Male</subject><subject>Methadone</subject><subject>Middle Aged</subject><subject>Morphine</subject><subject>Narcotics</subject><subject>opioid poisoning</subject><subject>opioid tolerance</subject><subject>Opioids</subject><subject>Overdose</subject><subject>Pain - diagnosis</subject><subject>Pain - drug therapy</subject><subject>Pain Management - methods</subject><subject>Pain Management - standards</subject><subject>Pain Measurement - standards</subject><subject>Patients</subject><subject>pharmacoepidemiology</subject><subject>Poisoning</subject><subject>Practice Patterns, Physicians' - standards</subject><subject>Risk Assessment - standards</subject><subject>Statistical models</subject><subject>Time Factors</subject><issn>1053-8569</issn><issn>1099-1557</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kMtKxDAUhoMoOo6CTyAFN26qadq0yVLGKwgjqOuSy-kQ6SQ16aDjQnwEn9EnMWNHd25Ozk--fIEfoYMMn2QYk9NOh5OCVmQDjTLMeZpRWm2udpqnjJZ8B-2G8IRxvOPFNtohnDFWYD5C79POOKOT3rXghVWQCKsT1RprlGjbZeJBuZk1b6ATN6CdM8FZY2eJmLs4O9EbsH1IOg9BeSMjCq89WA366-PTQwsiQNJGNkah-tXTwRX20FYj2gD763OMHi8vHibX6e306mZydpuqoqIkbaTgFZO0lACZxJQRjHOFpWo0EZBzWRVl3kjADYuhKEVFc6Z1w3PMKa5EPkZHg7fz7nkBoa-f3MLb-GVNspLhktCSROp4oJR3IXho6s6bufDLOsP1qug6Fl2vio7o4Vq4kHPQf-BvsxFIB-DFtLD8V1Tfnd__CL8BqKeMOg</recordid><startdate>201901</startdate><enddate>201901</enddate><creator>Young, Jessica C.</creator><creator>Lund, Jennifer L.</creator><creator>Dasgupta, Nabarun</creator><creator>Jonsson Funk, Michele</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><orcidid>https://orcid.org/0000-0002-1108-0689</orcidid><orcidid>https://orcid.org/0000-0002-3756-7540</orcidid><orcidid>https://orcid.org/0000-0002-4098-605X</orcidid><orcidid>https://orcid.org/0000-0003-2655-192X</orcidid></search><sort><creationdate>201901</creationdate><title>Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids</title><author>Young, Jessica C. ; Lund, Jennifer L. ; Dasgupta, Nabarun ; Jonsson Funk, Michele</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4752-fba978b56bee1b0582003c0bcfd2ae39b7463fbe0f839b46a7538ddf9309507a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Analgesics, Opioid - administration &amp; dosage</topic><topic>Analgesics, Opioid - poisoning</topic><topic>Analytics</topic><topic>Delayed-Action Preparations - administration &amp; dosage</topic><topic>Delayed-Action Preparations - poisoning</topic><topic>Dosage</topic><topic>Dose-Response Relationship, Drug</topic><topic>Drug Labeling - standards</topic><topic>Drug Overdose - epidemiology</topic><topic>Drug Overdose - etiology</topic><topic>Drug Overdose - prevention &amp; control</topic><topic>Drug Prescriptions - standards</topic><topic>Drug Prescriptions - statistics &amp; numerical data</topic><topic>Drug Tolerance</topic><topic>extended‐release long‐acting opioids</topic><topic>Female</topic><topic>Fentanyl</topic><topic>Health hazards</topic><topic>Humans</topic><topic>Initiators</topic><topic>Male</topic><topic>Methadone</topic><topic>Middle Aged</topic><topic>Morphine</topic><topic>Narcotics</topic><topic>opioid poisoning</topic><topic>opioid tolerance</topic><topic>Opioids</topic><topic>Overdose</topic><topic>Pain - diagnosis</topic><topic>Pain - drug therapy</topic><topic>Pain Management - methods</topic><topic>Pain Management - standards</topic><topic>Pain Measurement - standards</topic><topic>Patients</topic><topic>pharmacoepidemiology</topic><topic>Poisoning</topic><topic>Practice Patterns, Physicians' - standards</topic><topic>Risk Assessment - standards</topic><topic>Statistical models</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Young, Jessica C.</creatorcontrib><creatorcontrib>Lund, Jennifer L.</creatorcontrib><creatorcontrib>Dasgupta, Nabarun</creatorcontrib><creatorcontrib>Jonsson Funk, Michele</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><jtitle>Pharmacoepidemiology and drug safety</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Young, Jessica C.</au><au>Lund, Jennifer L.</au><au>Dasgupta, Nabarun</au><au>Jonsson Funk, Michele</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids</atitle><jtitle>Pharmacoepidemiology and drug safety</jtitle><addtitle>Pharmacoepidemiol Drug Saf</addtitle><date>2019-01</date><risdate>2019</risdate><volume>28</volume><issue>1</issue><spage>39</spage><epage>47</epage><pages>39-47</pages><issn>1053-8569</issn><eissn>1099-1557</eissn><abstract>Background In recognition of potential for increased overdose risk, drug labels for extended‐release and long‐acting (ER/LA) opioids emphasize the need for established opioid tolerance prior to initiating high dosages. Objectives Describe the proportion of patients with opioid tolerance prior to initiation of 90 morphine milligram equivalents (MME) ER/LA opioids and examine subsequent risk of opioid poisoning. Methods We used Truven Health Analytics' MarketScan Databases (2006‐2015) to identify patients initiating ER/LA opioids ≥90 MME. We examined prescription histories and describe the proportion of initiators with opioid tolerance (defined as ≥7 days of 60 MME in the prior 14 days). We adjusted for age, sex, year of initiation, and baseline comorbidities using inverse probability of treatment weighted Cox proportional hazards models. We estimated adjusted hazard ratios and 95% confidence intervals for the effect of opioid tolerance on the risk of clinically recognized opioid poisoning (based on diagnosis codes) in specific periods (0‐7, 8‐30, 31‐90, and 91‐365 days) following initiation. Results Among 372 038 initiators, 38% did not meet opioid tolerance criteria. The proportion of nontolerant initiators was highest among those initiating methadone (44%) and fentanyl (42%). Nontolerant patients were 37% more likely to be diagnosed with opioid poisoning (adjusted hazard ratios = 1.37 [1.07, 1.76]) in the week following ER/LA initiation. Conclusions Over one‐third of patients initiating ≥90 MME ER/LA opioids did not have evidence of opioid tolerance. The 7 days following high dose ER/LA initiation may represent a high‐risk period for clinically diagnosed opioid poisoning in patients who do not have prior opioid tolerance.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>29888409</pmid><doi>10.1002/pds.4572</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-1108-0689</orcidid><orcidid>https://orcid.org/0000-0002-3756-7540</orcidid><orcidid>https://orcid.org/0000-0002-4098-605X</orcidid><orcidid>https://orcid.org/0000-0003-2655-192X</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adult
Aged
Analgesics, Opioid - administration & dosage
Analgesics, Opioid - poisoning
Analytics
Delayed-Action Preparations - administration & dosage
Delayed-Action Preparations - poisoning
Dosage
Dose-Response Relationship, Drug
Drug Labeling - standards
Drug Overdose - epidemiology
Drug Overdose - etiology
Drug Overdose - prevention & control
Drug Prescriptions - standards
Drug Prescriptions - statistics & numerical data
Drug Tolerance
extended‐release long‐acting opioids
Female
Fentanyl
Health hazards
Humans
Initiators
Male
Methadone
Middle Aged
Morphine
Narcotics
opioid poisoning
opioid tolerance
Opioids
Overdose
Pain - diagnosis
Pain - drug therapy
Pain Management - methods
Pain Management - standards
Pain Measurement - standards
Patients
pharmacoepidemiology
Poisoning
Practice Patterns, Physicians' - standards
Risk Assessment - standards
Statistical models
Time Factors
title Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids
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