Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain
Research has suggested that transdiagnostic factors related to reward, cognitive, and regulatory processes are involved in addictive behaviors and the experience of pain. However, studies of Prescription Opioid-Use Disorder (POUD) in a chronic pain population are scarce. This study aimed to analyze...
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description | Research has suggested that transdiagnostic factors related to reward, cognitive, and regulatory processes are involved in addictive behaviors and the experience of pain. However, studies of Prescription Opioid-Use Disorder (POUD) in a chronic pain population are scarce. This study aimed to analyze the predictive power of anticipatory pleasure experience, obsessive-compulsive behavior, cognitive control, emotion dysregulation, and sleep on POUD severity in chronic pain patients on long-term opioid therapy.
A three-wave prospective study was conducted in a sample of 67 patients. Individual interviews were held to collect self-reported data on transdiagnostic factors, POUD, and sociodemographic and clinical variables. Statistical analysis included repeated measures multinomial mixed models, unadjusted and covariate-adjusted.
Rates of moderate-severe POUD significantly increased at 6- and 12-month follow-ups compared to initial assessment. The inability to experience anticipatory pleasure (OR [95 %CI] = 0.93 [0.89–0.98]), emotion dysregulation (OR = 1.06 [1.03–1.10]), and poorer sleep quality (OR = 1.25 [1.07–1.45]) predicted moderate-severe POUD even in the adjusted models (p< 0.05). In contrast, obsessive-compulsive behavior (OR = 1.02 [0.99–1.06]) was no longer significant after adjustment for covariates (p> 0.05). In addition, cognitive control was the only factor that predicted both mild (OR = 0.96 [0.93–0.99]) and moderate-severe (OR = 0.94 [0.90–0.98]) disorder (p< 0.05). Furthermore, when all transdiagnostic factors were included in a single model, cognitive control and anticipatory pleasure experience emerged as the strongest predictors of POUD severity, respectively (p< 0.05).
The identification of key transdiagnostic factors related to POUD severity allows for a more specific profiling of patients at increased risk, potentially leading to improved treatment targets for chronic pain population on opioid therapy.
•Research on transdiagnostic mechanisms underlying Opioid-Use Disorder is lacking.•A transdiagnostic approach is also scarce in chronic pain patients using opioids.•Inability to anticipate pleasure experience predicted moderate-severe disorder.•Emotion dysregulation and sleep deficiency also predicted more severe disorder.•Cognitive control was the strongest predictor of mild and moderate-severe disorder. |
doi_str_mv | 10.1016/j.drugalcdep.2024.112506 |
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A three-wave prospective study was conducted in a sample of 67 patients. Individual interviews were held to collect self-reported data on transdiagnostic factors, POUD, and sociodemographic and clinical variables. Statistical analysis included repeated measures multinomial mixed models, unadjusted and covariate-adjusted.
Rates of moderate-severe POUD significantly increased at 6- and 12-month follow-ups compared to initial assessment. The inability to experience anticipatory pleasure (OR [95 %CI] = 0.93 [0.89–0.98]), emotion dysregulation (OR = 1.06 [1.03–1.10]), and poorer sleep quality (OR = 1.25 [1.07–1.45]) predicted moderate-severe POUD even in the adjusted models (p< 0.05). In contrast, obsessive-compulsive behavior (OR = 1.02 [0.99–1.06]) was no longer significant after adjustment for covariates (p> 0.05). In addition, cognitive control was the only factor that predicted both mild (OR = 0.96 [0.93–0.99]) and moderate-severe (OR = 0.94 [0.90–0.98]) disorder (p< 0.05). Furthermore, when all transdiagnostic factors were included in a single model, cognitive control and anticipatory pleasure experience emerged as the strongest predictors of POUD severity, respectively (p< 0.05).
The identification of key transdiagnostic factors related to POUD severity allows for a more specific profiling of patients at increased risk, potentially leading to improved treatment targets for chronic pain population on opioid therapy.
•Research on transdiagnostic mechanisms underlying Opioid-Use Disorder is lacking.•A transdiagnostic approach is also scarce in chronic pain patients using opioids.•Inability to anticipate pleasure experience predicted moderate-severe disorder.•Emotion dysregulation and sleep deficiency also predicted more severe disorder.•Cognitive control was the strongest predictor of mild and moderate-severe disorder.</description><identifier>ISSN: 0376-8716</identifier><identifier>ISSN: 1879-0046</identifier><identifier>EISSN: 1879-0046</identifier><identifier>DOI: 10.1016/j.drugalcdep.2024.112506</identifier><identifier>PMID: 39608289</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Adult ; Analgesics, Opioid - therapeutic use ; Chronic pain ; Chronic Pain - drug therapy ; Chronic Pain - psychology ; Cognitive control ; Emotion dysregulation ; Female ; Humans ; Male ; Middle Aged ; Opioid-Related Disorders - psychology ; Opioid-use disorder ; Prospective Studies ; Reward processing ; Severity of Illness Index ; Sleep</subject><ispartof>Drug and alcohol dependence, 2025-01, Vol.266, p.112506, Article 112506</ispartof><rights>2024 The Author(s)</rights><rights>Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c299t-3da2141b1d5c3397e94a0608295a2b6bc87d9582a84aa2f8d6a507f8ae18a9bf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.drugalcdep.2024.112506$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3548,27922,27923,45993</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39608289$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rodríguez-Espinosa, Sara</creatorcontrib><creatorcontrib>Coloma-Carmona, Ainhoa</creatorcontrib><creatorcontrib>Pérez-Carbonell, Ana</creatorcontrib><creatorcontrib>Román-Quiles, José Francisco</creatorcontrib><creatorcontrib>Carballo, José Luis</creatorcontrib><title>Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain</title><title>Drug and alcohol dependence</title><addtitle>Drug Alcohol Depend</addtitle><description>Research has suggested that transdiagnostic factors related to reward, cognitive, and regulatory processes are involved in addictive behaviors and the experience of pain. However, studies of Prescription Opioid-Use Disorder (POUD) in a chronic pain population are scarce. This study aimed to analyze the predictive power of anticipatory pleasure experience, obsessive-compulsive behavior, cognitive control, emotion dysregulation, and sleep on POUD severity in chronic pain patients on long-term opioid therapy.
A three-wave prospective study was conducted in a sample of 67 patients. Individual interviews were held to collect self-reported data on transdiagnostic factors, POUD, and sociodemographic and clinical variables. Statistical analysis included repeated measures multinomial mixed models, unadjusted and covariate-adjusted.
Rates of moderate-severe POUD significantly increased at 6- and 12-month follow-ups compared to initial assessment. The inability to experience anticipatory pleasure (OR [95 %CI] = 0.93 [0.89–0.98]), emotion dysregulation (OR = 1.06 [1.03–1.10]), and poorer sleep quality (OR = 1.25 [1.07–1.45]) predicted moderate-severe POUD even in the adjusted models (p< 0.05). In contrast, obsessive-compulsive behavior (OR = 1.02 [0.99–1.06]) was no longer significant after adjustment for covariates (p> 0.05). In addition, cognitive control was the only factor that predicted both mild (OR = 0.96 [0.93–0.99]) and moderate-severe (OR = 0.94 [0.90–0.98]) disorder (p< 0.05). Furthermore, when all transdiagnostic factors were included in a single model, cognitive control and anticipatory pleasure experience emerged as the strongest predictors of POUD severity, respectively (p< 0.05).
The identification of key transdiagnostic factors related to POUD severity allows for a more specific profiling of patients at increased risk, potentially leading to improved treatment targets for chronic pain population on opioid therapy.
•Research on transdiagnostic mechanisms underlying Opioid-Use Disorder is lacking.•A transdiagnostic approach is also scarce in chronic pain patients using opioids.•Inability to anticipate pleasure experience predicted moderate-severe disorder.•Emotion dysregulation and sleep deficiency also predicted more severe disorder.•Cognitive control was the strongest predictor of mild and moderate-severe disorder.</description><subject>Adult</subject><subject>Analgesics, Opioid - therapeutic use</subject><subject>Chronic pain</subject><subject>Chronic Pain - drug therapy</subject><subject>Chronic Pain - psychology</subject><subject>Cognitive control</subject><subject>Emotion dysregulation</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Opioid-Related Disorders - psychology</subject><subject>Opioid-use disorder</subject><subject>Prospective Studies</subject><subject>Reward processing</subject><subject>Severity of Illness Index</subject><subject>Sleep</subject><issn>0376-8716</issn><issn>1879-0046</issn><issn>1879-0046</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkc-O2yAQxlHVqpvd9hUqjr04C9jG0Nt21X_SSr1szwjDOCGygQKOlOfpi5YoaXssl-HwzTfzzQ8hTMmWEsrvD1ub1p2ejYW4ZYR1W0pZT_gLtKFikA0hHX-JNqQdeCMGym_Qbc4HUh-X5DW6aSUnggm5Qb-ek_bZOr3zIRdn8KRNCSnjmMA6U5zfnb_ZJBeLCx6H6IKzzZoBW5dDspBwhiMkV04f8AOmrFmCL_vaFXKE6nAEnMtqT9h5HHVx4EvG1WkOftcUSMvVE5c9JB1PeAoJm30Kvq4TtfNv0KtJzxneXusd-vH50_Pj1-bp-5dvjw9PjWFSlqa1mtGOjtT2pm3lALLT5JxT9pqNfDRisLIXTItOazYJy3VPhklooELLcWrv0PuLb1395wq5qMVlA_OsPYQ1q5a2HeE972SViovU1JQ5waRicotOJ0WJOiNSB_UPkTojUhdEtfXddco6LmD_Nv5hUgUfLwKoWY8OksqmHs1UHqneU9ng_j_lN27DrAI</recordid><startdate>20250101</startdate><enddate>20250101</enddate><creator>Rodríguez-Espinosa, Sara</creator><creator>Coloma-Carmona, Ainhoa</creator><creator>Pérez-Carbonell, Ana</creator><creator>Román-Quiles, José Francisco</creator><creator>Carballo, José Luis</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><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>7X8</scope></search><sort><creationdate>20250101</creationdate><title>Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain</title><author>Rodríguez-Espinosa, Sara ; Coloma-Carmona, Ainhoa ; Pérez-Carbonell, Ana ; Román-Quiles, José Francisco ; Carballo, José Luis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c299t-3da2141b1d5c3397e94a0608295a2b6bc87d9582a84aa2f8d6a507f8ae18a9bf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adult</topic><topic>Analgesics, Opioid - therapeutic use</topic><topic>Chronic pain</topic><topic>Chronic Pain - drug therapy</topic><topic>Chronic Pain - psychology</topic><topic>Cognitive control</topic><topic>Emotion dysregulation</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Opioid-Related Disorders - psychology</topic><topic>Opioid-use disorder</topic><topic>Prospective Studies</topic><topic>Reward processing</topic><topic>Severity of Illness Index</topic><topic>Sleep</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rodríguez-Espinosa, Sara</creatorcontrib><creatorcontrib>Coloma-Carmona, Ainhoa</creatorcontrib><creatorcontrib>Pérez-Carbonell, Ana</creatorcontrib><creatorcontrib>Román-Quiles, José Francisco</creatorcontrib><creatorcontrib>Carballo, José Luis</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Drug and alcohol dependence</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rodríguez-Espinosa, Sara</au><au>Coloma-Carmona, Ainhoa</au><au>Pérez-Carbonell, Ana</au><au>Román-Quiles, José Francisco</au><au>Carballo, José Luis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain</atitle><jtitle>Drug and alcohol dependence</jtitle><addtitle>Drug Alcohol Depend</addtitle><date>2025-01-01</date><risdate>2025</risdate><volume>266</volume><spage>112506</spage><pages>112506-</pages><artnum>112506</artnum><issn>0376-8716</issn><issn>1879-0046</issn><eissn>1879-0046</eissn><abstract>Research has suggested that transdiagnostic factors related to reward, cognitive, and regulatory processes are involved in addictive behaviors and the experience of pain. However, studies of Prescription Opioid-Use Disorder (POUD) in a chronic pain population are scarce. This study aimed to analyze the predictive power of anticipatory pleasure experience, obsessive-compulsive behavior, cognitive control, emotion dysregulation, and sleep on POUD severity in chronic pain patients on long-term opioid therapy.
A three-wave prospective study was conducted in a sample of 67 patients. Individual interviews were held to collect self-reported data on transdiagnostic factors, POUD, and sociodemographic and clinical variables. Statistical analysis included repeated measures multinomial mixed models, unadjusted and covariate-adjusted.
Rates of moderate-severe POUD significantly increased at 6- and 12-month follow-ups compared to initial assessment. The inability to experience anticipatory pleasure (OR [95 %CI] = 0.93 [0.89–0.98]), emotion dysregulation (OR = 1.06 [1.03–1.10]), and poorer sleep quality (OR = 1.25 [1.07–1.45]) predicted moderate-severe POUD even in the adjusted models (p< 0.05). In contrast, obsessive-compulsive behavior (OR = 1.02 [0.99–1.06]) was no longer significant after adjustment for covariates (p> 0.05). In addition, cognitive control was the only factor that predicted both mild (OR = 0.96 [0.93–0.99]) and moderate-severe (OR = 0.94 [0.90–0.98]) disorder (p< 0.05). Furthermore, when all transdiagnostic factors were included in a single model, cognitive control and anticipatory pleasure experience emerged as the strongest predictors of POUD severity, respectively (p< 0.05).
The identification of key transdiagnostic factors related to POUD severity allows for a more specific profiling of patients at increased risk, potentially leading to improved treatment targets for chronic pain population on opioid therapy.
•Research on transdiagnostic mechanisms underlying Opioid-Use Disorder is lacking.•A transdiagnostic approach is also scarce in chronic pain patients using opioids.•Inability to anticipate pleasure experience predicted moderate-severe disorder.•Emotion dysregulation and sleep deficiency also predicted more severe disorder.•Cognitive control was the strongest predictor of mild and moderate-severe disorder.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>39608289</pmid><doi>10.1016/j.drugalcdep.2024.112506</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adult Analgesics, Opioid - therapeutic use Chronic pain Chronic Pain - drug therapy Chronic Pain - psychology Cognitive control Emotion dysregulation Female Humans Male Middle Aged Opioid-Related Disorders - psychology Opioid-use disorder Prospective Studies Reward processing Severity of Illness Index Sleep |
title | Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain |
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