Pub Date : 2025-12-04eCollection Date: 2025-01-01DOI: 10.3389/adar.2025.14591
Olivia K Murray, Paola P Mattey-Mora, Joseph Aloi, Sydney Lovins, Michael P Smoker, Leslie A Hulvershorn
Background: Adolescents with externalizing (EXT) disorders, such as attention-deficit/hyperactivity disorder and conduct disorder-characterized by impulsivity and rule-breaking, are at elevated risk for substance use disorders (SUDs), partly due to deficits in risky decision-making. Sex differences in this association are understudied. Neuroimaging research shows females and males with EXT disorders exhibit different brain activation patterns during risky decisions. This study will explore how these sex differences relate to the development of problematic substance use in youth with EXT disorders.
Method: A total of 115 (78 males, 37 females) drug-naive adolescents with EXT psychopathology performed the Balloon Analogue Risk Task (BART) during magnetic resonance imaging to assess risky decision-making brain activation. Then, participants and their guardians completed questionnaires at 6-month intervals to assess problematic substance use. Statistical analyses evaluated sex differences in brain activation-both parametrically modulated and unmodulated-within a priori-selected regions associated with risky decision-making and problematic substance use, using Cox proportional hazards models.
Results: Higher modulated brain activation (as explosion probability increased) during the choice phase contrast, Choose Inflate-Choose Win, was associated with a lower hazard of problematic substance use in the right nucleus accumbens (Hazard Ratio (HR) = 0.68, 95% CI [0.49, 0.94], p = 0.01). This association was significant for females, but not for males, with the hazard ratios being significantly different between sexes. In the right nucleus accumbens, higher unmodulated choice phase activation in males was associated with lower hazard of problematic substance use (HR = 0.60, 95% CI [0.37, 0.97], p = 0.03); and in the right subgenual anterior cingulate cortex, higher unmodulated activation in this same contrast in females was associated with a lower hazard of problematic substance use [HR = 0.49, 95% CI (0.24, 0.97), p = 0.03].
Conclusion: This study offers insight into sex differences in risky decision-making neural mechanisms and SUD risk among youth with EXT disorders. Our findings suggest typical risk signaling in the reward-processing network (nucleus accumbens and subgenual anterior cingulate cortex) may protect against substance use, particularly in females with EXT disorders. These findings emphasize the need for further sex-specific research and interventions for youth with EXT disorders.
背景:患有外化(EXT)障碍的青少年,如注意力缺陷/多动障碍和行为障碍,以冲动和违反规则为特征,患物质使用障碍(sud)的风险较高,部分原因是风险决策缺陷。这种关联中的性别差异尚未得到充分研究。神经影像学研究表明,患有EXT疾病的女性和男性在做出风险决策时表现出不同的大脑激活模式。本研究将探讨这些性别差异与青少年EXT障碍中问题物质使用的发展之间的关系。方法:共115名(78名男性,37名女性)患有EXT精神病理的吸毒青少年在磁共振成像期间进行了气球模拟风险任务(BART),以评估风险决策的大脑激活。然后,参与者和他们的监护人每隔6个月完成一次问卷调查,以评估有问题的物质使用情况。使用Cox比例风险模型,统计分析评估了与风险决策和问题物质使用相关的优先选择区域内大脑激活的性别差异——参数调节和未调节。结果:在选择阶段对比“选择膨胀-选择获胜”时,较高的调节脑激活(随着爆炸概率的增加)与右侧伏隔核不良物质使用的危险性较低相关(风险比(HR) = 0.68, 95% CI [0.49, 0.94], p = 0.01)。这种关联在女性中很显著,但在男性中不显著,性别之间的风险比有显著差异。在右侧伏隔核,男性较高的非调制选择相激活与较低的问题物质使用风险相关(HR = 0.60, 95% CI [0.37, 0.97], p = 0.03);在右侧亚属前扣带皮层中,在相同的对比中,女性较高的未调节激活与较低的问题物质使用风险相关[HR = 0.49, 95% CI (0.24, 0.97), p = 0.03]。结论:本研究揭示了青年EXT患者风险决策神经机制和SUD风险的性别差异。我们的研究结果表明,奖励处理网络(伏隔核和亚属前扣带皮层)中的典型风险信号可以防止物质使用,特别是在患有EXT疾病的女性中。这些发现强调了进一步针对青少年EXT障碍的性别特异性研究和干预措施的必要性。
{"title":"Sex differences in reward network activation are linked to problematic substance use among high-risk adolescents.","authors":"Olivia K Murray, Paola P Mattey-Mora, Joseph Aloi, Sydney Lovins, Michael P Smoker, Leslie A Hulvershorn","doi":"10.3389/adar.2025.14591","DOIUrl":"10.3389/adar.2025.14591","url":null,"abstract":"<p><strong>Background: </strong>Adolescents with externalizing (EXT) disorders, such as attention-deficit/hyperactivity disorder and conduct disorder-characterized by impulsivity and rule-breaking, are at elevated risk for substance use disorders (SUDs), partly due to deficits in risky decision-making. Sex differences in this association are understudied. Neuroimaging research shows females and males with EXT disorders exhibit different brain activation patterns during risky decisions. This study will explore how these sex differences relate to the development of problematic substance use in youth with EXT disorders.</p><p><strong>Method: </strong>A total of 115 (78 males, 37 females) drug-naive adolescents with EXT psychopathology performed the Balloon Analogue Risk Task (BART) during magnetic resonance imaging to assess risky decision-making brain activation. Then, participants and their guardians completed questionnaires at 6-month intervals to assess problematic substance use. Statistical analyses evaluated sex differences in brain activation-both parametrically modulated and unmodulated-within <i>a priori-</i>selected regions associated with risky decision-making and problematic substance use, using Cox proportional hazards models.</p><p><strong>Results: </strong>Higher modulated brain activation (as explosion probability increased) during the choice phase contrast, Choose Inflate-Choose Win, was associated with a lower hazard of problematic substance use in the right nucleus accumbens (Hazard Ratio (HR) = 0.68, 95% CI [0.49, 0.94], <i>p</i> = 0.01). This association was significant for females, but not for males, with the hazard ratios being significantly different between sexes. In the right nucleus accumbens, higher unmodulated choice phase activation in males was associated with lower hazard of problematic substance use (HR = 0.60, 95% CI [0.37, 0.97], <i>p</i> = 0.03); and in the right subgenual anterior cingulate cortex, higher unmodulated activation in this same contrast in females was associated with a lower hazard of problematic substance use [HR = 0.49, 95% CI (0.24, 0.97), <i>p</i> = 0.03].</p><p><strong>Conclusion: </strong>This study offers insight into sex differences in risky decision-making neural mechanisms and SUD risk among youth with EXT disorders. Our findings suggest typical risk signaling in the reward-processing network (nucleus accumbens and subgenual anterior cingulate cortex) may protect against substance use, particularly in females with EXT disorders. These findings emphasize the need for further sex-specific research and interventions for youth with EXT disorders.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"14591"},"PeriodicalIF":0.0,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12711589/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145805464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-03eCollection Date: 2025-01-01DOI: 10.3389/adar.2025.15342
Suzanne M de la Monte, Ming Tong
Background: Alcohol use disorder (AUD) marked by heavy chronic or binge alcohol consumption, causes cerebellar and white matter (WM) atrophy with cognitive-motor impairments. Major pathological features of alcohol-related brain damage (ARBD) include alterations in WM integrity with myelin loss, and cerebellar degeneration with neuronal loss.
Purpose: This study characterizes molecular and biochemical oligodendrocyte-related pathology in cerebellar tissue from donors with AUD to better understand the mechanisms of ARBD in humans.
Methods: Cores of cerebellar vermis, including cortex and underlying WM from adult human postmortem AUD and control brains, were processed for RNA and protein analyses using duplex and multiplex panels.
Results: AUD cerebellar WM had significant alterations in immature and mature oligodendrocyte protein and mRNA expression, and reduced expression of hepatocyte growth factor, Akt and GSK-3β signaling molecules, and Notch pathway activation. Moreover, the only significant AUD-related alteration in cerebellar cytokine/chemokine expression was reduced IL-16 immunoreactivity.
Conclusion: Human AUD WM degeneration is associated with oligodendrocyte dysfunction, which mechanistically could be mediated by impairments in insulin/IGF signaling through Akt/GSK-3β or Notch pathway activation. Future studies should focus on the non-invasive detection and monitoring of AUD-related oligodendrocyte pathology through the analysis of cell-type-specific exosomes isolated from peripheral blood.
{"title":"Molecular and biochemical pathologies in human alcohol-related cerebellar white matter degeneration.","authors":"Suzanne M de la Monte, Ming Tong","doi":"10.3389/adar.2025.15342","DOIUrl":"10.3389/adar.2025.15342","url":null,"abstract":"<p><strong>Background: </strong>Alcohol use disorder (AUD) marked by heavy chronic or binge alcohol consumption, causes cerebellar and white matter (WM) atrophy with cognitive-motor impairments. Major pathological features of alcohol-related brain damage (ARBD) include alterations in WM integrity with myelin loss, and cerebellar degeneration with neuronal loss.</p><p><strong>Purpose: </strong>This study characterizes molecular and biochemical oligodendrocyte-related pathology in cerebellar tissue from donors with AUD to better understand the mechanisms of ARBD in humans.</p><p><strong>Methods: </strong>Cores of cerebellar vermis, including cortex and underlying WM from adult human postmortem AUD and control brains, were processed for RNA and protein analyses using duplex and multiplex panels.</p><p><strong>Results: </strong>AUD cerebellar WM had significant alterations in immature and mature oligodendrocyte protein and mRNA expression, and reduced expression of hepatocyte growth factor, Akt and GSK-3β signaling molecules, and Notch pathway activation. Moreover, the only significant AUD-related alteration in cerebellar cytokine/chemokine expression was reduced IL-16 immunoreactivity.</p><p><strong>Conclusion: </strong>Human AUD WM degeneration is associated with oligodendrocyte dysfunction, which mechanistically could be mediated by impairments in insulin/IGF signaling through Akt/GSK-3β or Notch pathway activation. Future studies should focus on the non-invasive detection and monitoring of AUD-related oligodendrocyte pathology through the analysis of cell-type-specific exosomes isolated from peripheral blood.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"15342"},"PeriodicalIF":0.0,"publicationDate":"2025-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12620835/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145552069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-11eCollection Date: 2025-01-01DOI: 10.3389/adar.2025.14858
Igor Y Iskusnykh, Shiwani Thapa, Victor V Chizhikov, Anna N Bukiya
During pregnancy, the fetal brain undergoes rapid development and is highly sensitive to environmental influences. Understanding the intricate processes that underlie fetal brain development will be critical for advancing maternal-fetal health and mitigating the risks associated with developmental brain disorders. Nonhuman primate (NHP) animal models provide a unique and highly translational platform for studying brain development during pregnancy due to the close anatomical, physiological, and behavioral resemblance of these animals to humans. Our review explores the use of NHP models in elucidating key milestones of prenatal brain maturation and the mechanisms that govern typical and atypical development. We further examine the impact of environmental insults on fetal brain development, including air pollution, infection, ionizing radiation, and exposure to toxicants, and highlight the ways in which these factors can disrupt brain development and neural circuitry, leading to long-term cognitive and behavioral deficits. Recent studies demonstrate that the baboon (Papio hamadryas) animal model provides a fruitful yet underused translational model for research related to environmental adverse effects on pregnancy. Lastly, we review the effects of drugs of abuse on the developing fetal brain, highlighting the underlying biological mechanisms identified through clinical and laboratory studies. A combined approach offers a comprehensive understanding of the vulnerabilities of the developing nervous system, informing new strategies for the treatment and prevention of neurodevelopmental disorders.
{"title":"Prenatal environmental exposures and brain development: studies with baboons and other nonhuman primates.","authors":"Igor Y Iskusnykh, Shiwani Thapa, Victor V Chizhikov, Anna N Bukiya","doi":"10.3389/adar.2025.14858","DOIUrl":"10.3389/adar.2025.14858","url":null,"abstract":"<p><p>During pregnancy, the fetal brain undergoes rapid development and is highly sensitive to environmental influences. Understanding the intricate processes that underlie fetal brain development will be critical for advancing maternal-fetal health and mitigating the risks associated with developmental brain disorders. Nonhuman primate (NHP) animal models provide a unique and highly translational platform for studying brain development during pregnancy due to the close anatomical, physiological, and behavioral resemblance of these animals to humans. Our review explores the use of NHP models in elucidating key milestones of prenatal brain maturation and the mechanisms that govern typical and atypical development. We further examine the impact of environmental insults on fetal brain development, including air pollution, infection, ionizing radiation, and exposure to toxicants, and highlight the ways in which these factors can disrupt brain development and neural circuitry, leading to long-term cognitive and behavioral deficits. Recent studies demonstrate that the baboon (<i>Papio hamadryas</i>) animal model provides a fruitful yet underused translational model for research related to environmental adverse effects on pregnancy. Lastly, we review the effects of drugs of abuse on the developing fetal brain, highlighting the underlying biological mechanisms identified through clinical and laboratory studies. A combined approach offers a comprehensive understanding of the vulnerabilities of the developing nervous system, informing new strategies for the treatment and prevention of neurodevelopmental disorders.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"14858"},"PeriodicalIF":0.0,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12375511/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144980716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-03eCollection Date: 2025-01-01DOI: 10.3389/adar.2025.14199
Shealan Cruise, Maria E Secci, Leslie K Kelley, Nathan M Sharfman, Keishla Rodriguez-Graciani, Tiffany A Wills, Nicholas W Gilpin, Elizabeth M Avegno
Alcohol withdrawal is characterized by various symptoms that include pain and negative affect in the absence of the drug. The neural underpinnings of these behaviors are not entirely understood, but orexin has emerged as a candidate target for the treatment of substance use disorders. Here, we explored changes in orexin system-related gene expression in brain regions important for mediating reward and stress, including the ventral tegmental area (VTA) and extended amygdala (including the central amygdala, nucleus accumbens shell, and bed nucleus of the stria terminalis), in adolescent and adult female Wistar rats following chronic alcohol exposure. We observed higher numbers of Hcrtr1- (orexin receptor 1)-expressing neurons in the VTA of adolescent and adult female rats during withdrawal from chronic alcohol exposure. The number of Hcrt1+ VTA neurons was negatively correlated with thermal sensitivity in adolescent female rats and anxiety-like behavior in adult female rats. These data suggest that chronic alcohol effects on orexin receptor expression in the VTA are related to specific behaviors that manifest during withdrawal, highlighting potential avenues for targeting alcohol withdrawal-associated behaviors across development.
{"title":"Chronic alcohol withdrawal-associated increases in VTA <i>Hcrtr1</i> expression are associated with heightened nociception and anxiety-like behavior in female rats.","authors":"Shealan Cruise, Maria E Secci, Leslie K Kelley, Nathan M Sharfman, Keishla Rodriguez-Graciani, Tiffany A Wills, Nicholas W Gilpin, Elizabeth M Avegno","doi":"10.3389/adar.2025.14199","DOIUrl":"https://doi.org/10.3389/adar.2025.14199","url":null,"abstract":"<p><p>Alcohol withdrawal is characterized by various symptoms that include pain and negative affect in the absence of the drug. The neural underpinnings of these behaviors are not entirely understood, but orexin has emerged as a candidate target for the treatment of substance use disorders. Here, we explored changes in orexin system-related gene expression in brain regions important for mediating reward and stress, including the ventral tegmental area (VTA) and extended amygdala (including the central amygdala, nucleus accumbens shell, and bed nucleus of the stria terminalis), in adolescent and adult female Wistar rats following chronic alcohol exposure. We observed higher numbers of <i>Hcrtr1</i>- (orexin receptor 1)-expressing neurons in the VTA of adolescent and adult female rats during withdrawal from chronic alcohol exposure. The number of <i>Hcrt1</i>+ VTA neurons was negatively correlated with thermal sensitivity in adolescent female rats and anxiety-like behavior in adult female rats. These data suggest that chronic alcohol effects on orexin receptor expression in the VTA are related to specific behaviors that manifest during withdrawal, highlighting potential avenues for targeting alcohol withdrawal-associated behaviors across development.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"14199"},"PeriodicalIF":0.0,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12004375/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144028479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
At-risk alcohol and illicit drug use are risk factors for disease and in-hospital complications. This study investigated whether clinicians document substance use in the electronic records of acutely hospitalized internal medicine patients. Alcohol and illicit drug positive patients were identified using prospectively gathered substance use data from a study sample comprising 2,872 patients included from November 2016 to December 2017 at an internal medicine hospital in Oslo, Norway. These data were unknown to hospital staff. Whether physicians recorded quantitative substance use assessments and interventions was examined in patients with study-verified alcohol use in excess of low-risk guidelines (Alcohol Use Disorder Identification Test-4 scores [AUDIT-4] of ≥5 for women and ≥7 for men) and/or illicit drug use (one or more illicit drug detected by liquid chromatography-mass spectrometry [LC-MS] analysis). Among 548 study-verified alcohol-positive patients, physicians documented quantity and frequency (QF) of use in 43.2% (n = 237) and interventions in 22.0% (n = 121). Alcohol interventions were associated with harmful drinking (AUDIT-4 ≥9 points; adjusted odds ratio [AOR] = 4.87; 95% CI: 2.54-9.31; p < 0.001) and QF assessments (AOR = 3.66; 95% CI: 1.13-11.84; p = 0.02). Among 157 illicit-positive patients, drug use was described quantitatively in 34.4% (n = 54) and interventions in 26.0% (n = 40). The rate of quantitative alcohol and illicit drug use assessment by hospital physicians is poor, with a correspondingly low intervention rate. Important opportunities for attenuating or intervening in at-risk alcohol and illicit drug use are missed.
{"title":"Missed opportunities: the detection and management of at-risk drinking and illicit drug use in acutely hospitalized patients.","authors":"Danil Gamboa, Saranda Kabashi, Benedicte Jørgenrud, Anners Lerdal, Gudmund Nordby, Stig Tore Bogstrand","doi":"10.3389/adar.2025.14149","DOIUrl":"10.3389/adar.2025.14149","url":null,"abstract":"<p><p>At-risk alcohol and illicit drug use are risk factors for disease and in-hospital complications. This study investigated whether clinicians document substance use in the electronic records of acutely hospitalized internal medicine patients. Alcohol and illicit drug positive patients were identified using prospectively gathered substance use data from a study sample comprising 2,872 patients included from November 2016 to December 2017 at an internal medicine hospital in Oslo, Norway. These data were unknown to hospital staff. Whether physicians recorded quantitative substance use assessments and interventions was examined in patients with study-verified alcohol use in excess of low-risk guidelines (Alcohol Use Disorder Identification Test-4 scores [AUDIT-4] of ≥5 for women and ≥7 for men) and/or illicit drug use (one or more illicit drug detected by liquid chromatography-mass spectrometry [LC-MS] analysis). Among 548 study-verified alcohol-positive patients, physicians documented quantity and frequency (QF) of use in 43.2% (n = 237) and interventions in 22.0% (n = 121). Alcohol interventions were associated with harmful drinking (AUDIT-4 ≥9 points; adjusted odds ratio [AOR] = 4.87; 95% CI: 2.54-9.31; p < 0.001) and QF assessments (AOR = 3.66; 95% CI: 1.13-11.84; p = 0.02). Among 157 illicit-positive patients, drug use was described quantitatively in 34.4% (n = 54) and interventions in 26.0% (n = 40). The rate of quantitative alcohol and illicit drug use assessment by hospital physicians is poor, with a correspondingly low intervention rate. Important opportunities for attenuating or intervening in at-risk alcohol and illicit drug use are missed.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"14149"},"PeriodicalIF":0.0,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11919628/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143665539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
As part of a broader qualitative study aimed at understanding the experiences and opinions of adolescents and young adults (AYA) who do not drink alcohol in Switzerland, participants were questioned about their perceptions of the term "abstinence" in the context of alcohol non-consumption. Twelve focus groups were conducted with 63 participants (36 females, 27 males), aged between 14 years and 20 years. Participants were grouped by gender, age (based on Swiss alcohol laws), and drinking status (non-drinker or drinker). The discussions were recorded and transcribed, and thematic content analysis was used to identify and categorize key themes. The terms "abstinence," "abstainer," and "abstention" were generally considered unsuitable when describing young people who do not consume alcohol regardless of the drinking status of the participants. The connotation carried by the terms was mostly perceived as religious, sexual, negative and stigmatizing. "Abstinence" was considered more appropriate for adults who have stopped drinking due to alcohol-related issues. When referring to youths, terms such as "non-drinking," "non-drinkers" or "alcohol non-consumption" were preferred, especially to better integrate non-drinking youths and positively highlight their choices in preventive and educational initiatives.
{"title":"Perceptions of the term \"abstinence\" among adolescents and young adults: a qualitative study on alcohol non-consumption in Switzerland.","authors":"Diana Fernandes Palhares, Lorraine Chok, Joan-Carles Suris, Yara Barrense-Dias","doi":"10.3389/adar.2025.13969","DOIUrl":"10.3389/adar.2025.13969","url":null,"abstract":"<p><p>As part of a broader qualitative study aimed at understanding the experiences and opinions of adolescents and young adults (AYA) who do not drink alcohol in Switzerland, participants were questioned about their perceptions of the term \"abstinence\" in the context of alcohol non-consumption. Twelve focus groups were conducted with 63 participants (36 females, 27 males), aged between 14 years and 20 years. Participants were grouped by gender, age (based on Swiss alcohol laws), and drinking status (non-drinker or drinker). The discussions were recorded and transcribed, and thematic content analysis was used to identify and categorize key themes. The terms \"abstinence,\" \"abstainer,\" and \"abstention\" were generally considered unsuitable when describing young people who do not consume alcohol regardless of the drinking status of the participants. The connotation carried by the terms was mostly perceived as religious, sexual, negative and stigmatizing. \"Abstinence\" was considered more appropriate for adults who have stopped drinking due to alcohol-related issues. When referring to youths, terms such as \"non-drinking,\" \"non-drinkers\" or \"alcohol non-consumption\" were preferred, especially to better integrate non-drinking youths and positively highlight their choices in preventive and educational initiatives.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"5 ","pages":"13969"},"PeriodicalIF":0.0,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11872433/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143544693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-14eCollection Date: 2024-01-01DOI: 10.3389/adar.2024.13706
Emmanuel S Onaivi
{"title":"Editorial: 8th biennial international drug and alcohol research society conference 2022.","authors":"Emmanuel S Onaivi","doi":"10.3389/adar.2024.13706","DOIUrl":"https://doi.org/10.3389/adar.2024.13706","url":null,"abstract":"","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"4 ","pages":"13706"},"PeriodicalIF":0.0,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11869771/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143544654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-28eCollection Date: 2024-01-01DOI: 10.3389/adar.2024.13449
Ayesha Sania, Nicolò Pini, Morgan E Nelson, Michael M Myers, Lauren C Shuffrey, Maristella Lucchini, Amy J Elliott, Hein J Odendaal, William P Fifer
Aims: The objective of this study is to illustrate the application of a machine learning algorithm, K Nearest Neighbor (k-NN) to impute missing alcohol data in a prospective study among pregnant women.
Methods: We used data from the Safe Passage study (n = 11,083). Daily alcohol consumption for the last reported drinking day and 30 days prior was recorded using the Timeline Follow back method, which generated a variable amount of missing data per participants. Of the 3.2 million person-days of observation, data were missing for 0.36 million (11.4%). Using the k-NN imputed values were weighted for the distances and matched for the day of the week. Since participants with no missing days were not comparable to those with missing data, segments of non-missing data from all participants were included as a reference. Validation was done after randomly deleting data for 5-15 consecutive days from the first trimester.
Results: We found that data from 5 nearest neighbors (i.e., K = 5) and segments of 55 days provided imputed values with least imputation error. After deleting data segments from the first trimester data set with no missing days, there was no difference between actual and predicted values for 64% of deleted segments. For 31% of the segments, imputed data were within +/-1 drink/day of the actual. Imputation accuracy varied by study site because of the differences in the magnitude of drinking and proportion of missing data.
Conclusion: k-NN can be used to impute missing data from longitudinal studies of alcohol during pregnancy with high accuracy.
{"title":"K-nearest neighbor algorithm for imputing missing longitudinal prenatal alcohol data.","authors":"Ayesha Sania, Nicolò Pini, Morgan E Nelson, Michael M Myers, Lauren C Shuffrey, Maristella Lucchini, Amy J Elliott, Hein J Odendaal, William P Fifer","doi":"10.3389/adar.2024.13449","DOIUrl":"10.3389/adar.2024.13449","url":null,"abstract":"<p><strong>Aims: </strong>The objective of this study is to illustrate the application of a machine learning algorithm, K Nearest Neighbor (<i>k-NN</i>) to impute missing alcohol data in a prospective study among pregnant women.</p><p><strong>Methods: </strong>We used data from the Safe Passage study (n = 11,083). Daily alcohol consumption for the last reported drinking day and 30 days prior was recorded using the Timeline Follow back method, which generated a variable amount of missing data per participants. Of the 3.2 million person-days of observation, data were missing for 0.36 million (11.4%). Using the <i>k-NN</i> imputed values were weighted for the distances and matched for the day of the week. Since participants with no missing days were not comparable to those with missing data, segments of non-missing data from all participants were included as a reference. Validation was done after randomly deleting data for 5-15 consecutive days from the first trimester.</p><p><strong>Results: </strong>We found that data from 5 nearest neighbors (i.e., K = 5) and segments of 55 days provided imputed values with least imputation error. After deleting data segments from the first trimester data set with no missing days, there was no difference between actual and predicted values for 64% of deleted segments. For 31% of the segments, imputed data were within +/-1 drink/day of the actual. Imputation accuracy varied by study site because of the differences in the magnitude of drinking and proportion of missing data.</p><p><strong>Conclusion: </strong><i>k-NN</i> can be used to impute missing data from longitudinal studies of alcohol during pregnancy with high accuracy.</p>","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":"4 ","pages":"13449"},"PeriodicalIF":0.0,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11811783/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143400823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kirsten Paulus, Sarah Bauerle Bass, Patrick J. A. Kelly, Jenine Pilla, AnnaMarie Otor, Madison Scialanca, Anamarys Arroyo, Namaijah Faison
The Health Belief Model (HBM) has been successfully applied to understanding adherence to COVID-19 prevention practices. It has not, however, been used to understand behavior in people who use drugs (PWUD). The aim of this study was to use the HBM to better understand COVID-19 perceptions among PWUD and understand how resiliency affects those perceptions.A cross-sectional survey was completed from September to December 2021 with PWUD (n = 75) who utilize services at a large harm reduction organization in Philadelphia. Segmentation analysis was done using a k-means clustering approach. Two clusters emerged based on perceived COVID-19 personal impact and resiliency (Less COVID impact/High resilience (NoCOV/HR) and High COVID impact/Low resilience (COV/LR). Differences in responses by cluster to perceptions of COVID-19 and individual pandemic response grouped by HBM constructs were assessed using Student’s t-test and chi squares.Significant differences in HBM constructs were seen between clusters. Those in the COV/LR cluster were more likely to think they were susceptible to getting COVID-19 and less likely to believe they knew how to protect themselves. The NoCOV/HR cluster believed they were able to protect themselves from COVID-19 and that they were able to easily understand messages about protecting themselves.Understanding how PWUD conceptualize disease threat and using HBM can better inform interventions to improve future pandemic response. Findings suggest that resilience is key to protecting PWUD from future infectious disease outbreaks. Interventions aimed at increasing resiliency among PWUD may improve preventative behavior and decrease disease burden in this vulnerable population.
{"title":"Using health belief model constructs to understand the role of perceived disease threat and resilience in responding to COVID-19 among people who use drugs: a cluster analysis","authors":"Kirsten Paulus, Sarah Bauerle Bass, Patrick J. A. Kelly, Jenine Pilla, AnnaMarie Otor, Madison Scialanca, Anamarys Arroyo, Namaijah Faison","doi":"10.3389/adar.2024.12197","DOIUrl":"https://doi.org/10.3389/adar.2024.12197","url":null,"abstract":"The Health Belief Model (HBM) has been successfully applied to understanding adherence to COVID-19 prevention practices. It has not, however, been used to understand behavior in people who use drugs (PWUD). The aim of this study was to use the HBM to better understand COVID-19 perceptions among PWUD and understand how resiliency affects those perceptions.A cross-sectional survey was completed from September to December 2021 with PWUD (n = 75) who utilize services at a large harm reduction organization in Philadelphia. Segmentation analysis was done using a k-means clustering approach. Two clusters emerged based on perceived COVID-19 personal impact and resiliency (Less COVID impact/High resilience (NoCOV/HR) and High COVID impact/Low resilience (COV/LR). Differences in responses by cluster to perceptions of COVID-19 and individual pandemic response grouped by HBM constructs were assessed using Student’s t-test and chi squares.Significant differences in HBM constructs were seen between clusters. Those in the COV/LR cluster were more likely to think they were susceptible to getting COVID-19 and less likely to believe they knew how to protect themselves. The NoCOV/HR cluster believed they were able to protect themselves from COVID-19 and that they were able to easily understand messages about protecting themselves.Understanding how PWUD conceptualize disease threat and using HBM can better inform interventions to improve future pandemic response. Findings suggest that resilience is key to protecting PWUD from future infectious disease outbreaks. Interventions aimed at increasing resiliency among PWUD may improve preventative behavior and decrease disease burden in this vulnerable population.","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":" 1128","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141668818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nassoro Mwanyalu, Maria Nunga, Raphael Mwanyamawi, Saade Abdallah, Maurice Owiny
Background: The Methadone Maintenance Treatment (MMT) program has been proven to be beneficial in reducing illicit opioid use, increasing access to and retention of HIV treatment and other therapies, and reducing HIV transmission, and other drug-related morbidities and mortalities. However, determinants of treatment retention and outcomes for opioid-dependent persons accessing MMT in Kenya are limited. We sought to identify factors contributing to poor treatment outcomes among opioid-dependent persons enrolled in the Mombasa MMT program, between 2017 and 2019.Method: We conducted a retrospective records review for opioid-dependent persons receiving Methadone treatment in the Kisauni MAT clinic enrolled during 2017–2019. We defined poor clinical or health-related treatment outcome as any client Lost-To-Follow-Up (LTFU), turned HIV or Viral hepatitis positive, and/or missed two or more antiretroviral therapy (ART) appointments intake during MMT. Variables abstracted from clinical and pharmacological MMT service delivery tools included socio-demographic characteristics, clinical history, risk factors, and MMT outcomes. Data were analyzed using Epi Info7. We calculated Prevalence Odds Ratios (POR) and 95% Confidence Intervals (CI) to identify factors associated with adverse health outcomes.Results: Of the total 443 eligible records, the mean age was 37 years (SD ± 7.2) and males comprised 90.7%. The majority of females clients, 79.1% (34/43), were aged ≤35 years, 7.0% (3/43) had no education, 32.6% (14/43) were employed, 39.5% (17/43) were HIV positive and 18.6% (8/43) were HCV-positive. Overall, adverse treatment outcomes were at 27.5% (122/443), namely: LTFU at 22.8% (101/443), new HIV cases at 1.0% (4/391), HCV at 1.2% (5/405), and Hepatitis B Virus (HBV) at 1.2% (5/411), and 1.1% (5/443) died. Of HIV-infected clients linked to Comprehensive Care Clinic (CCC), 3.6% (2/56) defaulted from ART, and 25% (2/8) had detectable Viral Load of those retested. Lack of formal education (POR: 2.7, 95% CI: 1.3–5.7), unemployment (POR: 2.4, 95% CI: 1.4–4.0), and being a Non-Injector (POR: 1.7, 95% CI: 1.0–2.9) were negatively associated with treatment retention.Conclusion: Females were younger, and more educated with higher HIV and HCV prevalence. Being a Non-injector, unemployment, and lack of formal education may increase the likelihood of poor treatment outcomes among MMT clients. Closer monitoring of MMT clients with these characteristics is recommended with the integration of CCC into MMT services.
{"title":"Risk factors for poor treatment outcomes among opioid-dependent clients taking methadone in Mombasa, Kenya","authors":"Nassoro Mwanyalu, Maria Nunga, Raphael Mwanyamawi, Saade Abdallah, Maurice Owiny","doi":"10.3389/adar.2024.11791","DOIUrl":"https://doi.org/10.3389/adar.2024.11791","url":null,"abstract":"Background: The Methadone Maintenance Treatment (MMT) program has been proven to be beneficial in reducing illicit opioid use, increasing access to and retention of HIV treatment and other therapies, and reducing HIV transmission, and other drug-related morbidities and mortalities. However, determinants of treatment retention and outcomes for opioid-dependent persons accessing MMT in Kenya are limited. We sought to identify factors contributing to poor treatment outcomes among opioid-dependent persons enrolled in the Mombasa MMT program, between 2017 and 2019.Method: We conducted a retrospective records review for opioid-dependent persons receiving Methadone treatment in the Kisauni MAT clinic enrolled during 2017–2019. We defined poor clinical or health-related treatment outcome as any client Lost-To-Follow-Up (LTFU), turned HIV or Viral hepatitis positive, and/or missed two or more antiretroviral therapy (ART) appointments intake during MMT. Variables abstracted from clinical and pharmacological MMT service delivery tools included socio-demographic characteristics, clinical history, risk factors, and MMT outcomes. Data were analyzed using Epi Info7. We calculated Prevalence Odds Ratios (POR) and 95% Confidence Intervals (CI) to identify factors associated with adverse health outcomes.Results: Of the total 443 eligible records, the mean age was 37 years (SD ± 7.2) and males comprised 90.7%. The majority of females clients, 79.1% (34/43), were aged ≤35 years, 7.0% (3/43) had no education, 32.6% (14/43) were employed, 39.5% (17/43) were HIV positive and 18.6% (8/43) were HCV-positive. Overall, adverse treatment outcomes were at 27.5% (122/443), namely: LTFU at 22.8% (101/443), new HIV cases at 1.0% (4/391), HCV at 1.2% (5/405), and Hepatitis B Virus (HBV) at 1.2% (5/411), and 1.1% (5/443) died. Of HIV-infected clients linked to Comprehensive Care Clinic (CCC), 3.6% (2/56) defaulted from ART, and 25% (2/8) had detectable Viral Load of those retested. Lack of formal education (POR: 2.7, 95% CI: 1.3–5.7), unemployment (POR: 2.4, 95% CI: 1.4–4.0), and being a Non-Injector (POR: 1.7, 95% CI: 1.0–2.9) were negatively associated with treatment retention.Conclusion: Females were younger, and more educated with higher HIV and HCV prevalence. Being a Non-injector, unemployment, and lack of formal education may increase the likelihood of poor treatment outcomes among MMT clients. Closer monitoring of MMT clients with these characteristics is recommended with the integration of CCC into MMT services.","PeriodicalId":72092,"journal":{"name":"Advances in drug and alcohol research","volume":" 47","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141374106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}