Pub Date : 2025-12-17DOI: 10.1080/00952990.2025.2588272
Peter T Penta, Susanna Villarreal, Caitlin I Rameas, Ella C Collins, Florence P Varodayan, Elena I Varlinskaya, David F Werner
Background: Adolescent binge drinking increases the risk of alcohol use disorder, and individual differences in initial ethanol sensitivity may predict susceptibility to anxiety-like behaviors following ethanol withdrawal in adolescent males. It is still unclear whether these anxiety-like alterations are driven by specific subpopulations.Objectives: This study examined the impact of initial responsiveness to the socially facilitating/inhibiting effects of ethanol in adolescent males on anxiety-like behavior during ethanol withdrawal.Methods: Male rats (n = 72) were divided into socially facilitated, non-responding, and socially inhibited phenotypes using a tertile split based on changes in social behavior after an acute ethanol challenge. Ethanol or water exposure occurred from P28-53. Social anxiety-like behavior was assessed during acute withdrawal from single and repeated binge episodes and during protracted abstinence. Nonsocial anxiety-like changes were also evaluated during protracted abstinence.Results: Males initially facilitated by ethanol displayed transient social anxiety-like behavior during acute withdrawal from chronic exposure (F2,41 = 4.418, p < .05), but not during protracted abstinence. Males inhibited by ethanol showed anxiety-like behavior during acute withdrawal from chronic exposure (F2,42 = 4.345, p < .05), but unlike facilitated males, these effects persisted into protracted abstinence (p < .01). Only non-responsive males displayed social anxiety-like behavior during all withdrawal timepoints (F1,22 = 30.87, p < .0001). Additionally, ethanol-exposed males displayed increased nonsocial anxiety-like behavior regardless of phenotype (F1,66 = 12.04, p < .001).Conclusions: These results suggest that, in this rodent model, adolescent individual differences in initial ethanol sensitivity may predict ethanol withdrawal vulnerability. These findings inform research aimed at identifying adolescent boys in clinical settings who are vulnerable to developing alcohol use disorder.
{"title":"Adolescent ethanol sensitivity may predict temporal patterns of anxiety-like behavior following ethanol withdrawal in male rats.","authors":"Peter T Penta, Susanna Villarreal, Caitlin I Rameas, Ella C Collins, Florence P Varodayan, Elena I Varlinskaya, David F Werner","doi":"10.1080/00952990.2025.2588272","DOIUrl":"https://doi.org/10.1080/00952990.2025.2588272","url":null,"abstract":"<p><p><i>Background:</i> Adolescent binge drinking increases the risk of alcohol use disorder, and individual differences in initial ethanol sensitivity may predict susceptibility to anxiety-like behaviors following ethanol withdrawal in adolescent males. It is still unclear whether these anxiety-like alterations are driven by specific subpopulations.<i>Objectives:</i> This study examined the impact of initial responsiveness to the socially facilitating/inhibiting effects of ethanol in adolescent males on anxiety-like behavior during ethanol withdrawal.<i>Methods:</i> Male rats (<i>n</i> = 72) were divided into socially facilitated, non-responding, and socially inhibited phenotypes using a tertile split based on changes in social behavior after an acute ethanol challenge. Ethanol or water exposure occurred from P28-53. Social anxiety-like behavior was assessed during acute withdrawal from single and repeated binge episodes and during protracted abstinence. Nonsocial anxiety-like changes were also evaluated during protracted abstinence.<i>Results:</i> Males initially facilitated by ethanol displayed transient social anxiety-like behavior during acute withdrawal from chronic exposure (<i>F</i><sub>2,41</sub> = 4.418, <i>p</i> < .05), but not during protracted abstinence. Males inhibited by ethanol showed anxiety-like behavior during acute withdrawal from chronic exposure (<i>F</i><sub>2,42</sub> = 4.345, <i>p</i> < .05), but unlike facilitated males, these effects persisted into protracted abstinence (<i>p</i> < .01). Only non-responsive males displayed social anxiety-like behavior during all withdrawal timepoints (<i>F</i><sub>1,22</sub> = 30.87, <i>p</i> < .0001). Additionally, ethanol-exposed males displayed increased nonsocial anxiety-like behavior regardless of phenotype (<i>F</i><sub>1,66</sub> = 12.04, <i>p</i> < .001).<i>Conclusions:</i> These results suggest that, in this rodent model, adolescent individual differences in initial ethanol sensitivity may predict ethanol withdrawal vulnerability. These findings inform research aimed at identifying adolescent boys in clinical settings who are vulnerable to developing alcohol use disorder.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145769573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-23DOI: 10.1080/00952990.2025.2557917
Peter Treitler, Hillary Samples, Richard Hermida, Jennifer Miles, Elizabeth M Stone, Stephen Crystal
Background: Timely initiation and continuation of medications for opioid use disorder (MOUD) following a new opioid use disorder (OUD) diagnosis reduces overdose risk.Objectives: To examine patient- and community-level factors associated with timely MOUD receipt and the association of these factors and MOUD modality (buprenorphine, methadone, naltrexone) with subsequent overdose.Methods: This cohort study included Medicaid enrollees in 44 states aged 18-64 with a new OUD diagnosis between April 2016 and December 2019. Multivariable Cox Proportional Hazards models assessed time (in days) to MOUD receipt and medically-treated nonfatal overdose stratified by involvement of heroin/synthetic vs. other (primarily prescription) opioids only. Models adjusted for patient, county, and state-level covariates, and models examining overdose additionally adjusted for time-varying (daily) MOUD receipt.Results: Of 1,172,200 Medicaid enrollees with a new OUD diagnosis, 51.8% were female, 55.8% White, and 42.2% aged 30-44. Most (69.2%) did not receive MOUD within 180 days. MOUD receipt was lower among Black (Hazard Ratio [HR] = 0.68, 95% Confidence Interval [CI] 0.67-0.69) and Hispanic (HR = 0.91, 95%CI = 0.90-0.92) compared to White enrollees. During follow-up, 3.2% of enrollees experienced heroin/synthetic opioid overdose, with reduced risk more strongly associated with methadone (HR = 0.14, 95%CI = 0.12-0.15) and buprenorphine (HR = 0.23, 95%CI = 0.22-0.25) than naltrexone (HR = 0.70, 95%CI 0.64-0.77).Conclusion: Use of methadone and buprenorphine, and to a lesser extent naltrexone, are associated with lower overdose risk among Medicaid beneficiaries newly diagnosed with OUD. State and local policies aimed at increasing timely, equitable, and sustained treatment receipt are needed to address the opioid epidemic and reduce disparities.
{"title":"Pharmacotherapy and overdose risk following new opioid use disorder diagnosis among Medicaid beneficiaries.","authors":"Peter Treitler, Hillary Samples, Richard Hermida, Jennifer Miles, Elizabeth M Stone, Stephen Crystal","doi":"10.1080/00952990.2025.2557917","DOIUrl":"https://doi.org/10.1080/00952990.2025.2557917","url":null,"abstract":"<p><p><i>Background:</i> Timely initiation and continuation of medications for opioid use disorder (MOUD) following a new opioid use disorder (OUD) diagnosis reduces overdose risk.<i>Objectives:</i> To examine patient- and community-level factors associated with timely MOUD receipt and the association of these factors and MOUD modality (buprenorphine, methadone, naltrexone) with subsequent overdose.<i>Methods:</i> This cohort study included Medicaid enrollees in 44 states aged 18-64 with a new OUD diagnosis between April 2016 and December 2019. Multivariable Cox Proportional Hazards models assessed time (in days) to MOUD receipt and medically-treated nonfatal overdose stratified by involvement of heroin/synthetic vs. other (primarily prescription) opioids only. Models adjusted for patient, county, and state-level covariates, and models examining overdose additionally adjusted for time-varying (daily) MOUD receipt.<i>Results:</i> Of 1,172,200 Medicaid enrollees with a new OUD diagnosis, 51.8% were female, 55.8% White, and 42.2% aged 30-44. Most (69.2%) did not receive MOUD within 180 days. MOUD receipt was lower among Black (Hazard Ratio [HR] = 0.68, 95% Confidence Interval [CI] 0.67-0.69) and Hispanic (HR = 0.91, 95%CI = 0.90-0.92) compared to White enrollees. During follow-up, 3.2% of enrollees experienced heroin/synthetic opioid overdose, with reduced risk more strongly associated with methadone (HR = 0.14, 95%CI = 0.12-0.15) and buprenorphine (HR = 0.23, 95%CI = 0.22-0.25) than naltrexone (HR = 0.70, 95%CI 0.64-0.77).<i>Conclusion:</i> Use of methadone and buprenorphine, and to a lesser extent naltrexone, are associated with lower overdose risk among Medicaid beneficiaries newly diagnosed with OUD. State and local policies aimed at increasing timely, equitable, and sustained treatment receipt are needed to address the opioid epidemic and reduce disparities.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2025-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145589557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-29DOI: 10.1080/00952990.2025.2571414
Rachel Vickers-Smith, Richard C Crist, Rachel L Kember, Kyle M Kampman, Amy Justice, Henry R Kranzler
Background: Despite the availability of efficacious opioid use disorder (OUD) medications (MOUD), there are racial and ethnic disparities in their use in the general population. Here, we examine the use of MOUD in a racially and ethnically diverse veteran sample.Objectives: To examine racial and ethnic differences in veterans' 1) likelihood of receiving MOUD and 2) treatment retention, dosage, and abstinence outcomes among veterans receiving buprenorphine treatment.Methods: Among 29,502 veterans with OUD, we examined the effects of race and ethnicity on 1) whether methadone or buprenorphine was prescribed as MOUD, and 2) among those prescribed buprenorphine, using multivariable logistic regression to adjust for potential confounders, the likelihood of receiving ≥180 days of treatment and achieving opioid abstinence.Results: Thirty percent of veterans with OUD received MOUD, with race being a significant predictor (p < .01): White veterans were most likely to receive buprenorphine (12%) or both medications (11%), while Black veterans were most likely to receive only methadone (16%). Among 5,768 veterans prescribed buprenorphine, retention was highest among American Indian/Alaska Native (59%), White (59%), and Other race (62%) veterans and lowest among multiracial (47%) and Black veterans (49%). In an adjusted analysis (n = 3,273, 92% male, 8% female), Black veterans had significantly lower odds of opioid abstinence than White veterans (aOR = 0.53, 95% CI = 0.43, 0.67).Conclusion: There are racial disparities in MOUD prescribing and rates of retention, particularly in the rate of abstinence among buprenorphine-treated veterans. Standardized criteria for MOUD selection may help guide clinical decisions and reduce racial disparities in treatment outcomes.
背景:尽管有有效的阿片类药物使用障碍(OUD)药物(mod),但在普通人群中,它们的使用存在种族和民族差异。在这里,我们检查使用mod在一个种族和民族多样化的退伍军人样本。目的:探讨在接受丁丙诺啡治疗的退伍军人中,1)接受mod的可能性和2)治疗保留、剂量和戒断结果的种族和民族差异。方法:在29,502名患有OUD的退伍军人中,我们检查了种族和民族对1)美沙酮或丁丙诺啡作为OUD处方的影响,2)使用丁丙诺啡处方的人,使用多变量logistic回归来调整潜在混杂因素,接受≥180天治疗和实现阿片类药物戒断的可能性。结果:30%的患有OUD的退伍军人接受了mod,种族是一个重要的预测因素(p n = 3,273, 92%的男性,8%的女性),黑人退伍军人的阿片类药物戒断率明显低于白人退伍军人(aOR = 0.53, 95% CI = 0.43, 0.67)。结论:在丁丙诺啡治疗的退伍军人中,mod的处方和保留率存在种族差异,特别是在戒断率方面。mod选择的标准化标准可能有助于指导临床决策,减少治疗结果的种族差异。
{"title":"Racial and ethnic disparities in buprenorphine retention and treatment outcome in a longitudinal cohort of U.S. veterans with opioid use disorder.","authors":"Rachel Vickers-Smith, Richard C Crist, Rachel L Kember, Kyle M Kampman, Amy Justice, Henry R Kranzler","doi":"10.1080/00952990.2025.2571414","DOIUrl":"https://doi.org/10.1080/00952990.2025.2571414","url":null,"abstract":"<p><p><i>Background:</i> Despite the availability of efficacious opioid use disorder (OUD) medications (MOUD), there are racial and ethnic disparities in their use in the general population. Here, we examine the use of MOUD in a racially and ethnically diverse veteran sample.<i>Objectives:</i> To examine racial and ethnic differences in veterans' 1) likelihood of receiving MOUD and 2) treatment retention, dosage, and abstinence outcomes among veterans receiving buprenorphine treatment.<i>Methods:</i> Among 29,502 veterans with OUD, we examined the effects of race and ethnicity on 1) whether methadone or buprenorphine was prescribed as MOUD, and 2) among those prescribed buprenorphine, using multivariable logistic regression to adjust for potential confounders, the likelihood of receiving ≥180 days of treatment and achieving opioid abstinence.<i>Results:</i> Thirty percent of veterans with OUD received MOUD, with race being a significant predictor (<i>p</i> < .01): White veterans were most likely to receive buprenorphine (12%) or both medications (11%), while Black veterans were most likely to receive only methadone (16%). Among 5,768 veterans prescribed buprenorphine, retention was highest among American Indian/Alaska Native (59%), White (59%), and Other race (62%) veterans and lowest among multiracial (47%) and Black veterans (49%). In an adjusted analysis (<i>n</i> = 3,273, 92% male, 8% female), Black veterans had significantly lower odds of opioid abstinence than White veterans (aOR = 0.53, 95% CI = 0.43, 0.67).<i>Conclusion:</i> There are racial disparities in MOUD prescribing and rates of retention, particularly in the rate of abstinence among buprenorphine-treated veterans. Standardized criteria for MOUD selection may help guide clinical decisions and reduce racial disparities in treatment outcomes.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"1-12"},"PeriodicalIF":2.6,"publicationDate":"2025-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145402538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-12DOI: 10.1080/00952990.2025.2469793
Kassandra Looschen, Ann Jeffers, Songjukta Chakraborty, Colin Salisbury, Anastasia Dodge, Mason Hochstetler, Swarup Mitra
Background: Females remain underrepresented in opioid use disorder (OUD) research, particularly regarding dorsal striatal neuroadaptations. Chaperonins seem to play a role in opioid-induced neural plasticity, yet their contribution to OUD-related changes in the dorsal striatum (DS) remains poorly understood. Given known sex differences in opioid sensitivity, it is important to determine how chaperonin expression contributes to OUD-related adaptations in females.Objective: To investigate how stressor controllability during adolescence influences heroin self-administration (SA) and responses to drug-paired cues in adult female rats, focusing on differential gene expression of chaperonins in the DS.Methods: Female rats were exposed to stress avoidance training during adolescence. These rats underwent, in adulthood, heroin SA followed by cue-induced seeking tests after early and prolonged abstinence.Results: Heroin intake during SA was similar between stress-avoiding and stress-naïve females (n = 8/group, p = .89). However, stress-avoiding females exhibited reduced drug-seeking behavior in response to drug cues at 14 days of abstinence compared to controls (p < .05; d = 0.99), suggesting a protective effect of stressor controllability. qPCR showed that the gene expression of Hspa5, a heat shock protein, was elevated in the dorsolateral striatum (DLS) of stress-avoiding females (p < .05; Cohen d > 1.0). Hspb1 gene expression was upregulated in the dorsomedial striatum (DMS) of stress-avoiding females (p < .05; d > 1.0).Conclusion: These findings suggest that chaperonin dysregulation links opioid exposure and stress avoidance conditions. Increased Hspa5 in the DLS and Hspb1 in the DMS may contribute to the observed behavioral differences supporting further preclinical investigation with clinical implications for stress and OUD.
{"title":"Adolescent stress avoidance influences cue-induced heroin seeking and chaperonin gene expression in the dorsal striatum of adult female rats.","authors":"Kassandra Looschen, Ann Jeffers, Songjukta Chakraborty, Colin Salisbury, Anastasia Dodge, Mason Hochstetler, Swarup Mitra","doi":"10.1080/00952990.2025.2469793","DOIUrl":"10.1080/00952990.2025.2469793","url":null,"abstract":"<p><p><i>Background:</i> Females remain underrepresented in opioid use disorder (OUD) research, particularly regarding dorsal striatal neuroadaptations. Chaperonins seem to play a role in opioid-induced neural plasticity, yet their contribution to OUD-related changes in the dorsal striatum (DS) remains poorly understood. Given known sex differences in opioid sensitivity, it is important to determine how chaperonin expression contributes to OUD-related adaptations in females.<i>Objective:</i> To investigate how stressor controllability during adolescence influences heroin self-administration (SA) and responses to drug-paired cues in adult female rats, focusing on differential gene expression of chaperonins in the DS.<i>Methods:</i> Female rats were exposed to stress avoidance training during adolescence. These rats underwent, in adulthood, heroin SA followed by cue-induced seeking tests after early and prolonged abstinence.<i>Results:</i> Heroin intake during SA was similar between stress-avoiding and stress-naïve females (<i>n</i> = 8/group, <i>p</i> = .89). However, stress-avoiding females exhibited reduced drug-seeking behavior in response to drug cues at 14 days of abstinence compared to controls (<i>p</i> < .05; d = 0.99), suggesting a protective effect of stressor controllability. qPCR showed that the gene expression of Hspa5, a heat shock protein, was elevated in the dorsolateral striatum (DLS) of stress-avoiding females (<i>p</i> < .05; Cohen d > 1.0). Hspb1 gene expression was upregulated in the dorsomedial striatum (DMS) of stress-avoiding females (<i>p</i> < .05; d > 1.0).<i>Conclusion:</i> These findings suggest that chaperonin dysregulation links opioid exposure and stress avoidance conditions. Increased Hspa5 in the DLS and Hspb1 in the DMS may contribute to the observed behavioral differences supporting further preclinical investigation with clinical implications for stress and OUD.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"1-9"},"PeriodicalIF":2.7,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143617633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-01-30DOI: 10.1080/00952990.2024.2414319
Katherine Hill, Jeffrey M Rogers, Oliver Grundmann, David H Epstein, Kirsten E Smith
Background: Kratom is a plant with alkaloids acting at opioid, serotonergic, adrenergic, and other receptors. Consumers report numerous use motivations.Objectives: To distinguish subgroups of kratom consumers by kratom-use motivations using latent-class analysis.Methods: From July to November 2022, we utilized convenience sampling and surveyed regular kratom consumers (n = 395, 38.1 years (SD 11.2), 54.9% male, 81.3% White) regarding demographics, lifetime and past-year substance use and preferences, substance use disorder history, healthcare barriers, kratom-use motivations, and general health. We used latent-class analysis to identify subgroups by use motivation and calculated conditional probabilities (Pc) for variables in each class.Results: A four-class model best fit our data. The largest class (32.4%) was characterized by the use of kratom for self-treatment of chronic pain (Pc = .91). The smallest class (19.2%) also reported using kratom for self-treatment, but usually as a long-term replacement for other substances (Pc = .75). The other two classes (24.8% and 23.5%) reported using kratom for management of anxiety (Pc = .87-.95) and depressive symptoms (Pc = .61-.89) and for recreation (Pc = .56- .86). These were distinguished from one another by probability of at least moderate kratom use disorder (Pc = .17 vs. .53), with greater probability observed in the class with greater anxiety (Pc = .13 vs. .50) and depressive (Pc = .34 vs. .82) symptom severity and more likely recreational use motivation (Pc = .56 vs. .86).Conclusion: Kratom consumers can be classified by their use motivations. As with other psychoactive substances, the range of motivations is consistent with the range of likely effects. It is not yet clear whether some motivations might indicate the risk of problems.
背景:苦参是一种植物,其生物碱作用于阿片、血清素、肾上腺素和其他受体。消费者报告了许多使用动机。目的:利用潜在类分析,通过使用克拉通的动机来区分克拉通消费者的亚群体。方法:从2022年7月至11月,我们采用方便抽样的方法,调查了经常使用kratom的消费者(n = 395, 38.1岁(SD 11.2), 54.9%男性,81.3%白人)的人口统计学、终生和过去一年的物质使用和偏好、物质使用障碍史、卫生保健障碍、kratom使用动机和一般健康状况。我们使用潜在类分析,通过使用动机和计算每个类别变量的条件概率(Pc)来识别子群体。结果:四类模型最适合我们的数据。最大的一类(32.4%)的特点是使用克拉通自我治疗慢性疼痛(Pc = .91)。最小的一类(19.2%)也报告使用kratom进行自我治疗,但通常是作为其他物质的长期替代品(Pc = .75)。其他两类(24.8%和23.5%)报告使用kratom治疗焦虑(Pc = 0.87 - 0.95)和抑郁症状(Pc = 0.61 - 0.89)以及娱乐(Pc = 0.56 - 0.86)。通过至少中度克拉托姆使用障碍(Pc = 0.17 vs. 53)的概率来区分它们,在焦虑(Pc = 0.13 vs. 50)和抑郁(Pc = 0.34 vs. 82)症状严重程度和更可能的娱乐使用动机(Pc = 0.56 vs. 86)的班级中观察到更大的概率。结论:Kratom消费者可以根据其使用动机进行分类。与其他精神活性物质一样,动机的范围与可能的影响范围是一致的。目前尚不清楚一些动机是否可能预示着问题的风险。
{"title":"At least four groups of kratom consumers in the United States: latent-class analysis of motivations for kratom use.","authors":"Katherine Hill, Jeffrey M Rogers, Oliver Grundmann, David H Epstein, Kirsten E Smith","doi":"10.1080/00952990.2024.2414319","DOIUrl":"10.1080/00952990.2024.2414319","url":null,"abstract":"<p><p><i>Background:</i> Kratom is a plant with alkaloids acting at opioid, serotonergic, adrenergic, and other receptors. Consumers report numerous use motivations.<i>Objectives:</i> To distinguish subgroups of kratom consumers by kratom-use motivations using latent-class analysis.<i>Methods:</i> From July to November 2022, we utilized convenience sampling and surveyed regular kratom consumers (<i>n</i> = 395, 38.1 years (SD 11.2), 54.9% male, 81.3% White) regarding demographics, lifetime and past-year substance use and preferences, substance use disorder history, healthcare barriers, kratom-use motivations, and general health. We used latent-class analysis to identify subgroups by use motivation and calculated conditional probabilities (P<sub>c</sub>) for variables in each class.<i>Results:</i> A four-class model best fit our data. The largest class (32.4%) was characterized by the use of kratom for self-treatment of chronic pain (P<sub>c</sub> = .91). The smallest class (19.2%) also reported using kratom for self-treatment, but usually as a long-term replacement for other substances (P<sub>c</sub> = .75). The other two classes (24.8% and 23.5%) reported using kratom for management of anxiety (P<sub>c</sub> = .87-.95) and depressive symptoms (P<sub>c</sub> = .61-.89) and for recreation (P<sub>c</sub> = .56- .86). These were distinguished from one another by probability of at least moderate kratom use disorder (P<sub>c</sub> = .17 vs. .53), with greater probability observed in the class with greater anxiety (P<sub>c</sub> = .13 vs. .50) and depressive (P<sub>c</sub> = .34 vs. .82) symptom severity and more likely recreational use motivation (P<sub>c</sub> = .56 vs. .86).<i>Conclusion:</i> Kratom consumers can be classified by their use motivations. As with other psychoactive substances, the range of motivations is consistent with the range of likely effects. It is not yet clear whether some motivations might indicate the risk of problems.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"191-203"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143069060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-04-08DOI: 10.1080/00952990.2025.2456499
Georgia O Elliott, Gavin N Petrie, Sara L Kroll, Daniel J O Roche, Leah M Mayo
Background: The endocannabinoid (eCB) system is a key modulator of stress and reward and is impacted by alcohol and drug use. Recently, the eCB system has been highlighted as a potential novel target in the treatment of substance use disorders (SUDs).Objectives: Understanding how chronic substance use impacts the function of the eCB system can provide a mechanistic rationale for targeting this system in the treatment of SUDs.Methods: A comprehensive review of studies assessing concentrations of eCB ligands N-arachidonoyl ethanolamine (anandamide; AEA) and 2-arachidonoylglycerol (2-AG) in individuals with a SUD diagnosis was performed using all EBSCO databases, PubMed, and Google Scholar. Methods and results related to eCB concentrations, diagnosis, and other factors (e.g. treatment status) were extracted from papers written in English and published in peer-reviewed journals before May 22, 2024.Results: Fifteen studies were reviewed; three in alcohol use disorder (AUD), three in cannabis use disorder (CUD), four in cocaine use disorder, one in opioid use disorder (OUD) and four across SUDs. Generally, AEA concentrations were usually, but not always, increased in AUD, CUD, OUD, and cocaine use disorder. 2-AG concentrations were measured less often but were increased in CUD and decreased in cocaine use disorder.Conclusions: Studies generally support the hypothesis that chronic substance use can impact eCB levels, most often with increased AEA and decreased (or not quantified) 2-AG concentrations, though results were often conflicting. Variability in methodology and study design may limit generalizability across studies.
{"title":"Changes in peripheral endocannabinoid levels in substance use disorders: a review of clinical evidence.","authors":"Georgia O Elliott, Gavin N Petrie, Sara L Kroll, Daniel J O Roche, Leah M Mayo","doi":"10.1080/00952990.2025.2456499","DOIUrl":"10.1080/00952990.2025.2456499","url":null,"abstract":"<p><p><i>Background:</i> The endocannabinoid (eCB) system is a key modulator of stress and reward and is impacted by alcohol and drug use. Recently, the eCB system has been highlighted as a potential novel target in the treatment of substance use disorders (SUDs).<i>Objectives:</i> Understanding how chronic substance use impacts the function of the eCB system can provide a mechanistic rationale for targeting this system in the treatment of SUDs.<i>Methods:</i> A comprehensive review of studies assessing concentrations of eCB ligands N-arachidonoyl ethanolamine (anandamide; AEA) and 2-arachidonoylglycerol (2-AG) in individuals with a SUD diagnosis was performed using all EBSCO databases, PubMed, and Google Scholar. Methods and results related to eCB concentrations, diagnosis, and other factors (e.g. treatment status) were extracted from papers written in English and published in peer-reviewed journals before May 22, 2024.<i>Results:</i> Fifteen studies were reviewed; three in alcohol use disorder (AUD), three in cannabis use disorder (CUD), four in cocaine use disorder, one in opioid use disorder (OUD) and four across SUDs. Generally, AEA concentrations were usually, but not always, increased in AUD, CUD, OUD, and cocaine use disorder. 2-AG concentrations were measured less often but were increased in CUD and decreased in cocaine use disorder.<i>Conclusions:</i> Studies generally support the hypothesis that chronic substance use can impact eCB levels, most often with increased AEA and decreased (or not quantified) 2-AG concentrations, though results were often conflicting. Variability in methodology and study design may limit generalizability across studies.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"152-164"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143804632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-03-06DOI: 10.1080/00952990.2024.2406251
Sierra Castedo de Martell, Margaret Brannon Moore, Hannah Wang, Lori Holleran Steiker, J Michael Wilkerson, Nalini Ranjit, Sheryl A McCurdy, H Shelton Brown
Background: Peer recovery support services (PRSS) have been widely adopted across a variety of settings, but little is known about their economic impact.Objectives: To conduct a cost-effectiveness analysis of long-term, PRSS delivered after specialty substance use disorder (SUD) treatment (post-treatment), and to describe the development of a free, web-based cost-effectiveness calculator based on this analysis.Methods: Using publicly available data from a variety of sources, post-treatment PRSS were compared to specialty SUD treatment from the societal (broad perspective including costs like participant time) and health systems perspectives (only costs borne by health system), and in terms of quality-adjusted life years (QALYs) added and people in recovery. Whenever possible, 2019 data were used to avoid the impacts of COVID-19. Standard willingness-to-pay thresholds and additional treatment episode cost ($17,203.74) were used. One-way and probabilistic sensitivity analyses were conducted. Two recovery community organizations (RCOs) were involved in model refinement and calculator development in 2022.Results: Post-treatment PRSS were cost-effective to all thresholds and perspectives: $5,898.60 per QALY and $10,562.08 per person in recovery from the health system perspective, and $3,421.58 per QALY and $6,126.72 per person in recovery from the societal perspective, and post-treatment PRSS remained cost-effective across a variety of conditions in the sensitivity analyses. A cost-effectiveness calculator was developed from the analysis and is available at https://go.uth.edu/cea.Conclusions: In light of finding PRSS cost-effective, the expansion of PRSS across the US should continue, and may be aided by using the cost-effectiveness calculator to estimate tailored results for a specific program.
{"title":"The cost-effectiveness of long-term post-treatment peer recovery support services in the United States.","authors":"Sierra Castedo de Martell, Margaret Brannon Moore, Hannah Wang, Lori Holleran Steiker, J Michael Wilkerson, Nalini Ranjit, Sheryl A McCurdy, H Shelton Brown","doi":"10.1080/00952990.2024.2406251","DOIUrl":"10.1080/00952990.2024.2406251","url":null,"abstract":"<p><p><i>Background:</i> Peer recovery support services (PRSS) have been widely adopted across a variety of settings, but little is known about their economic impact.<i>Objectives:</i> To conduct a cost-effectiveness analysis of long-term, PRSS delivered after specialty substance use disorder (SUD) treatment (post-treatment), and to describe the development of a free, web-based cost-effectiveness calculator based on this analysis.<i>Methods:</i> Using publicly available data from a variety of sources, post-treatment PRSS were compared to specialty SUD treatment from the societal (broad perspective including costs like participant time) and health systems perspectives (only costs borne by health system), and in terms of quality-adjusted life years (QALYs) added and people in recovery. Whenever possible, 2019 data were used to avoid the impacts of COVID-19. Standard willingness-to-pay thresholds and additional treatment episode cost ($17,203.74) were used. One-way and probabilistic sensitivity analyses were conducted. Two recovery community organizations (RCOs) were involved in model refinement and calculator development in 2022.<i>Results:</i> Post-treatment PRSS were cost-effective to all thresholds and perspectives: $5,898.60 per QALY and $10,562.08 per person in recovery from the health system perspective, and $3,421.58 per QALY and $6,126.72 per person in recovery from the societal perspective, and post-treatment PRSS remained cost-effective across a variety of conditions in the sensitivity analyses. A cost-effectiveness calculator was developed from the analysis and is available at https://go.uth.edu/cea.<i>Conclusions:</i> In light of finding PRSS cost-effective, the expansion of PRSS across the US should continue, and may be aided by using the cost-effectiveness calculator to estimate tailored results for a specific program.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"180-190"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11999795/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143574550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-02-28DOI: 10.1080/00952990.2025.2461520
Ai Bo, Alejandro Martinez, Jieni Zhou, Daniel Bauer, Patrece L Joseph, Trenette Clark Goings
Background: Understanding cannabis initiation is essential for effective prevention but remains understudied, especially for biracial youth who are disproportionately affected by substance use.Objectives: This study examined age patterns and predictors of cannabis initiation across eight monoracial and biracial groups and explored whether predictor effects varied by age, racialized group, and sex.Methods: Add Health data (n = 12,941, 50% male, baseline mean age = 15.5) were analyzed using discrete-time survival analyses to estimate cannabis initiation probabilities from ages 10-24 by age, racialized group, and other predictors.Results: Cannabis initiation probability followed a quadratic age pattern, increasing from age 10-16 and declining thereafter, with differences by racialized group (p < .05). The highest probabilities of new initiations (at age 16) ranged from lowest to highest as follows: Asian (0.08), Black (0.10), Hispanic (White) (0.12), White (0.15), Biracial White-Indigenous (0.16), Indigenous (0.18), Biracial White-Black (0.19), and Biracial White-Asian (0.25). Age- and race-varying effects were found for peer substance use and parental control (joint Wald test, p < .05). Specifically, peer substance use was positively associated with cannabis initiation during adolescence, peaking in mid-adolescence, with stronger effects for Biracial White-Black and Biracial White-Asian youth than their monoracial peers. The effects of parental control showed complex, group-specific patterns. Family support and religiosity slightly lowered cannabis initiation across racialized groups.Conclusion: These findings highlight distinct cannabis initiation patterns across racialized groups, along with variations in the effects of peer substance use and parental control by age and racialized group.
{"title":"Age patterns and predictors of cannabis initiation among biracial and monoracial U.S. youth.","authors":"Ai Bo, Alejandro Martinez, Jieni Zhou, Daniel Bauer, Patrece L Joseph, Trenette Clark Goings","doi":"10.1080/00952990.2025.2461520","DOIUrl":"10.1080/00952990.2025.2461520","url":null,"abstract":"<p><p><i>Background:</i> Understanding cannabis initiation is essential for effective prevention but remains understudied, especially for biracial youth who are disproportionately affected by substance use.<i>Objectives:</i> This study examined age patterns and predictors of cannabis initiation across eight monoracial and biracial groups and explored whether predictor effects varied by age, racialized group, and sex.<i>Methods:</i> Add Health data (<i>n</i> = 12,941, 50% male, baseline mean age = 15.5) were analyzed using discrete-time survival analyses to estimate cannabis initiation probabilities from ages 10-24 by age, racialized group, and other predictors.<i>Results:</i> Cannabis initiation probability followed a quadratic age pattern, increasing from age 10-16 and declining thereafter, with differences by racialized group (<i>p</i> < .05). The highest probabilities of new initiations (at age 16) ranged from lowest to highest as follows: Asian (0.08), Black (0.10), Hispanic (White) (0.12), White (0.15), Biracial White-Indigenous (0.16), Indigenous (0.18), Biracial White-Black (0.19), and Biracial White-Asian (0.25). Age- and race-varying effects were found for peer substance use and parental control (joint Wald test, <i>p</i> < .05). Specifically, peer substance use was positively associated with cannabis initiation during adolescence, peaking in mid-adolescence, with stronger effects for Biracial White-Black and Biracial White-Asian youth than their monoracial peers. The effects of parental control showed complex, group-specific patterns. Family support and religiosity slightly lowered cannabis initiation across racialized groups.<i>Conclusion:</i> These findings highlight distinct cannabis initiation patterns across racialized groups, along with variations in the effects of peer substance use and parental control by age and racialized group.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"225-236"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12097290/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143525015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-03-06DOI: 10.1080/00952990.2025.2469087
Carol Xu, Zachary Sturman
{"title":"Peer recovery support services: an under-explored policy tool in the substance use crisis.","authors":"Carol Xu, Zachary Sturman","doi":"10.1080/00952990.2025.2469087","DOIUrl":"10.1080/00952990.2025.2469087","url":null,"abstract":"","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"149-151"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143574548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-04Epub Date: 2025-02-10DOI: 10.1080/00952990.2024.2441868
Puyang Zhao, James J Yang, Anne Buu
Background: Wearable devices have been increasingly adopted to collect physiological data such as heart rate that may infer momentary risk of substance use. Yet, innovative methods capable for handling these complex time series data as presented in the statistics or data science literature may not be accessible to substance use researchers.Objectives: This study introduces a series of statistical methods to analyze heart rate data and identify features that are associated with nicotine vaping.Methods: Nontechnical description of the methods coupled with the information about open-source software packages that implemented these methods was provided. The analytical procedure included 5 steps: (1) de-noising by the singular spectrum analysis (SSA); (2) sleep region identification by the Sum of Single Effects (SuSiE) model; (3) repeated heart rate pattern identification by the matrix profile; (4) dimension reduction by the linear regression; and (5) comparing repeated heart rate patterns across non-vaping and vaping regions by the linear mixed model. Secondary analysis was conducted on heart rate and ecological momentary assessment (EMA) data collected from 35 young adult e-cigarette users (66% female) for 7 days.Results: Effectiveness of the methods was demonstrated by graphical presentations showing that the extracted features characterize sleep patterns and heart rate changes before and after vaping events quite well. Secondary analysis found that heart rate was higher and changed faster before vaping.Conclusion: Statistical methods can effectively extract useful features from heart rate data that may inform momentary vaping risk and optimal timings for delivering messages in mobile-phone based interventions.
背景:可穿戴设备越来越多地用于收集心率等生理数据,这些数据可以推断药物使用的瞬间风险。然而,能够处理统计或数据科学文献中提出的这些复杂时间序列数据的创新方法可能无法为物质使用研究人员所用。目的:本研究引入了一系列统计方法来分析心率数据,并识别与尼古丁电子烟相关的特征。方法:提供方法的非技术描述以及实现这些方法的开源软件包的信息。分析过程包括5个步骤:(1)奇异谱分析(SSA)去噪;(2)单效应和(Sum of Single Effects, SuSiE)模型识别睡眠区域;(3)利用矩阵轮廓识别重复心率模式;(4)线性回归降维;(5)通过线性混合模型比较非吸电子烟和吸电子烟地区的重复心率模式。对35名年轻成年电子烟使用者(66%为女性)收集的7天心率和生态瞬时评估(EMA)数据进行了二次分析。结果:该方法的有效性通过图形演示证明了提取的特征很好地描述了吸电子烟事件前后的睡眠模式和心率变化。二次分析发现,在吸电子烟之前,心率更高,变化更快。结论:统计方法可以有效地从心率数据中提取有用的特征,这些特征可能会为基于移动电话的干预提供瞬时电子烟风险和传递信息的最佳时机。
{"title":"Applied statistical methods for identifying features of heart rate that are associated with nicotine vaping.","authors":"Puyang Zhao, James J Yang, Anne Buu","doi":"10.1080/00952990.2024.2441868","DOIUrl":"10.1080/00952990.2024.2441868","url":null,"abstract":"<p><p><i>Background:</i> Wearable devices have been increasingly adopted to collect physiological data such as heart rate that may infer momentary risk of substance use. Yet, innovative methods capable for handling these complex time series data as presented in the statistics or data science literature may not be accessible to substance use researchers.<i>Objectives:</i> This study introduces a series of statistical methods to analyze heart rate data and identify features that are associated with nicotine vaping.<i>Methods:</i> Nontechnical description of the methods coupled with the information about open-source software packages that implemented these methods was provided. The analytical procedure included 5 steps: (1) de-noising by the singular spectrum analysis (SSA); (2) sleep region identification by the Sum of Single Effects (SuSiE) model; (3) repeated heart rate pattern identification by the matrix profile; (4) dimension reduction by the linear regression; and (5) comparing repeated heart rate patterns across non-vaping and vaping regions by the linear mixed model. Secondary analysis was conducted on heart rate and ecological momentary assessment (EMA) data collected from 35 young adult e-cigarette users (66% female) for 7 days.<i>Results:</i> Effectiveness of the methods was demonstrated by graphical presentations showing that the extracted features characterize sleep patterns and heart rate changes before and after vaping events quite well. Secondary analysis found that heart rate was higher and changed faster before vaping.<i>Conclusion:</i> Statistical methods can effectively extract useful features from heart rate data that may inform momentary vaping risk and optimal timings for delivering messages in mobile-phone based interventions.</p>","PeriodicalId":48957,"journal":{"name":"American Journal of Drug and Alcohol Abuse","volume":" ","pages":"165-172"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11999780/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143383613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}