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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 |
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creator | Young, Jessica C. Lund, Jennifer L. Dasgupta, Nabarun Jonsson Funk, Michele |
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. |
doi_str_mv | 10.1002/pds.4572 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2168062562</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2168062562</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4752-fba978b56bee1b0582003c0bcfd2ae39b7463fbe0f839b46a7538ddf9309507a3</originalsourceid><addsrcrecordid>eNp1kMtKxDAUhoMoOo6CTyAFN26qadq0yVLGKwgjqOuSy-kQ6SQ16aDjQnwEn9EnMWNHd25Ozk--fIEfoYMMn2QYk9NOh5OCVmQDjTLMeZpRWm2udpqnjJZ8B-2G8IRxvOPFNtohnDFWYD5C79POOKOT3rXghVWQCKsT1RprlGjbZeJBuZk1b6ATN6CdM8FZY2eJmLs4O9EbsH1IOg9BeSMjCq89WA366-PTQwsiQNJGNkah-tXTwRX20FYj2gD763OMHi8vHibX6e306mZydpuqoqIkbaTgFZO0lACZxJQRjHOFpWo0EZBzWRVl3kjADYuhKEVFc6Z1w3PMKa5EPkZHg7fz7nkBoa-f3MLb-GVNspLhktCSROp4oJR3IXho6s6bufDLOsP1qug6Fl2vio7o4Vq4kHPQf-BvsxFIB-DFtLD8V1Tfnd__CL8BqKeMOg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2168062562</pqid></control><display><type>article</type><title>Opioid tolerance and clinically recognized opioid poisoning among patients prescribed extended‐release long‐acting opioids</title><source>Wiley-Blackwell Read & Publish Collection</source><creator>Young, Jessica C. ; Lund, Jennifer L. ; Dasgupta, Nabarun ; Jonsson Funk, Michele</creator><creatorcontrib>Young, Jessica C. ; Lund, Jennifer L. ; Dasgupta, Nabarun ; Jonsson Funk, Michele</creatorcontrib><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><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 & 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</subject><ispartof>Pharmacoepidemiology and drug safety, 2019-01, Vol.28 (1), p.39-47</ispartof><rights>2018 John Wiley & Sons, Ltd.</rights><rights>2019 John Wiley & 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 & dosage</subject><subject>Analgesics, Opioid - poisoning</subject><subject>Analytics</subject><subject>Delayed-Action Preparations - administration & 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 & control</subject><subject>Drug Prescriptions - standards</subject><subject>Drug Prescriptions - statistics & 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 & dosage</topic><topic>Analgesics, Opioid - poisoning</topic><topic>Analytics</topic><topic>Delayed-Action Preparations - administration & 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 & control</topic><topic>Drug Prescriptions - standards</topic><topic>Drug Prescriptions - statistics & 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 & 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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