Back

Drug and Alcohol Dependence

21 training papers 2019-06-25 – 2026-03-07

Top medRxiv preprints most likely to be published in this journal, ranked by match strength.

1
Disparities, Perceived Discrimination, and Patient-Clinician Communication in Alcohol Use Disorder Treatment: An All of Us Cohort Study
2026-02-18 addiction medicine 10.64898/2026.02.16.26346428
#1 (24.8%)
Show abstract

Background and AimsAlcohol use disorder (AUD) remains a major public health concern, with persistent disparities in access to evidence-based treatment. This study aimed to examine associations between perceived discrimination in healthcare settings (PDHS), patient-clinician communication (PCC), and receipt of treatment for AUD, and compared these with sociodemographic and insurance-related factors. DesignCross-sectional analysis using structural equation modeling (SEM), logistic and multinomial...

2
Suicidality and Drug Use Behavior Among Perinatal Individuals in Recovery
2026-03-04 addiction medicine 10.64898/2026.03.03.26347368
#1 (23.4%)
Show abstract

IntroductionMaternal mental health conditions, comprising maternal suicide and drug overdose, are currently the leading cause of maternal mortality in the United States. However, the relationship between suicidality and drug use behavior in the perinatal period is not well understood. We examined the association between suicidality and drug use behavior among perinatal individuals. Given the racial disparities in both drug use and suicide rates in the U.S., we also examined any differences in su...

3
Cannabis Co-Use and Endocannabinoid System Modulation in Tobacco Use Disorder:A Translational Systematic Review and Meta-Analysis
2026-02-14 addiction medicine 10.64898/2026.02.12.26346166
Top 0.1% (18.5%)
Show abstract

Tobacco use disorder (TUD) remains a leading cause of preventable mortality, and existing pharmacotherapies yield 12-month abstinence rates below 30%. As cannabis legalization expands, approximately 18-22% of people who use tobacco report concurrent cannabis use, yet the impact of co-use on cessation outcomes and the therapeutic potential of endocannabinoid system (ECS) modulation remain unclear. We conducted a translational systematic review and meta-analysis following PRISMA 2020 guidelines, s...

4
Mindfulness-Oriented Recovery Enhancement rebalances prefrontal responses to drug and natural reward cues in opioid use disorder
2026-02-15 addiction medicine 10.64898/2026.02.12.26346211
Top 0.2% (18.4%)
Show abstract

Despite decades of clinical implementation of medications for opioid use disorder (OUD), overdose mortality rates remain high, underscoring a critical gap in treatments that target brain mechanisms driving addiction. Mindfulness-Oriented Recovery Enhancement (MORE) has demonstrated efficacy in reducing opioid use and craving, hypothetically by restructuring the salience of drug and natural rewards. Yet, to date, MOREs neurobiological mechanisms remain unclear. In this first functional magnetic r...

5
Fighting Addictions, improving Lives through COmprehensive drug rehabilitation with music (FALCO): Protocol for an international randomised controlled trial
2026-02-23 addiction medicine 10.64898/2026.02.19.26346573
Top 0.2% (18.0%)
Show abstract

BackgroundSubstance use disorders (SUD) are associated with a high global burden of disease, with 5.4% of all disability-adjusted life years lost due to alcohol and illicit drugs. Highly prevalent multimorbidity includes polysubstance use, mental health conditions, and other non-communicable and infectious diseases. Where traditional treatments are insufficient alone, music therapy (MT) is highly engaging and improves motivation and reduces craving; however, its long-term effects are unknown. Th...

6
Targeting Cortico-Striatal-Amygdalar Networks via Theta-Band Frontoparietal Synchronization in Opioid Use Disorder: A Randomized tACS-fMRI Trial
2026-02-11 addiction medicine 10.64898/2026.02.10.26346048
Top 0.2% (17.6%)
Show abstract

BackgroundTheta-band oscillation is integral to fronto-parietal connectivity in the executive control network and its top-down regulation on subcortical areas. External frontoparietal synchronization using theta-frequency transcranial alternating current (tACS) is a technology to potentially engage this network. In this pre-registered, triple-blind, sham-controlled trial (NCT03907644), we tested this intervention targeting the right frontoparietal network in people with opioid use disorder (OUD)...

7
Estimating the Smallest Worthwhile Difference (SWD) of Psychotherapy for Alcohol Use Disorder: Protocol for a Cross-Sectional Survey
2026-02-17 addiction medicine 10.64898/2026.02.16.26346220
Top 0.3% (15.6%)
Show abstract

BackgroundPsychotherapy is proven efficacious for the treatment of alcohol use disorder (AUD). However, the patient-perceived importance of its effect is not fully appreciated in the evidence base. The smallest worthwhile difference (SWD) represents the smallest beneficial effect of an intervention that patients deem worthwhile in exchange for the harms, expenses, and inconveniences associated with the intervention, and facilitates the interpretation of patient perceived worthiness of an interve...

8
Brain penetrant calcium channel blockers do not reduce alcohol consumption: Converging results from two large independent cohort studies using electronic health records
2026-03-02 addiction medicine 10.64898/2026.02.23.26346644
Top 0.3% (15.6%)
Show abstract

Alcohol use disorder (AUD) remains a major public health problem, with few effective medications and suboptimal adherence. L-type calcium channel blockers (LTCCBs) have genetic and preclinical support as potential treatments for AUD. We evaluated whether brain penetrant (BP)-LTCCBs are associated with reduced alcohol consumption by conducting two preregistered (https://osf.io/huawv) observational cohort studies using electronic health records (EHRs) from the US Department of Veterans Affairs (VA...

9
Classification of Adolescent Drinking via Behavioral, Biological, and Environmental Features: A Machine Learning Approach with Bias Control
2026-02-26 addiction medicine 10.64898/2026.02.24.26347002
Top 0.4% (10.7%)
Show abstract

In 2024, approximately 30% of U.S. adolescents reported having consumed alcohol at least once in their lifetime, with about 25% of these individuals engaging in binge drinking. Adolescent alcohol use is associated with neurodevelopmental impairments, elevated risk of later alcohol use, and mental health disorders. These findings underscore the importance of identifying the variables driving adolescent alcohol use and leveraging them for early identification and targeted intervention. Previous st...

10
Cannabis Use Documentation within the Electronic Health Record: A Use Case for Natural Language Processing Methods
2026-03-02 addiction medicine 10.64898/2026.02.27.26347207
Top 0.5% (7.7%)
Show abstract

IntroductionRecreational and medical cannabis use (CU) information is often available within the electronic health record (EHR) in a format that is impractical for health care provider use. Transformation of free-text EHR documentation in notes to discrete elements is possible using natural language processing (NLP) and has the potential to characterize CU efficiently. The objective of this study was to develop an NLP algorithm to identify documentation of CU within EHR unstructured clinical not...

11
Effect of an integrated housing intervention for people involved in the criminal-legal system who have housing instability
2026-02-27 public and global health 10.64898/2026.02.25.26347012
Top 0.5% (6.8%)
Show abstract

ObjectivesPeople impacted by the criminal-legal system face significant challenges to securing and sustaining permanent housing. This study was designed to assess housing outcomes of an integrated intervention that offered housing, medical, and behavioral health services to individuals with criminal-legal system involvement. MethodsAfter a baseline needs assessment, participants were linked to services and completed quarterly study visits for up to 12 months. We used descriptive statistics to a...

12
Comparing AI and Human Coding of NIH Grant Abstracts to Identify Innovations in Opioid Addiction Treatment
2026-02-17 health informatics 10.64898/2026.02.13.26346235
Top 0.5% (5.7%)
Show abstract

Large language models (LLMs) are increasingly used for qualitative analysis in substance use research, yet their performance relative to human coders remains underexplored. This study compares ChatGPT-4.0 with human coders in identifying and describing the core innovation of NIH grants focused on reducing opioid overdose. A total of 118 NIH HEAL Initiative grant abstracts were independently coded by ChatGPT and humans to generate innovation descriptions, which were then evaluated by both human r...

13
Infrequent Cannabis Use and Increased Overdose Risk Among People Who Use Unregulated Drugs: Revealing Frequency-Dependent Effects Through Secondary Analysis
2026-02-14 epidemiology 10.64898/2026.02.11.26346111
Top 0.5% (5.5%)
Show abstract

BackgroundCannabis use is highly prevalent among people who use unregulated drugs. While daily cannabis use has been hypothesized to provide protective effects through substitution or tolerance mechanisms, the relationship between cannabis use frequency and overdose risk remains poorly understood, particularly for infrequent users. MethodsWe conducted a secondary analysis of cross-sectional interview data from people who use unregulated drugs in Vancouver, British Columbia, collected during the...

14
Economic Evaluation of Mindfulness-Oriented Recovery Enhancement for the Treatment of Opioid Misuse
2026-02-26 health economics 10.64898/2026.02.23.26346912
Top 0.6% (4.1%)
Show abstract

OBJECTIVEOpioid misuse exacts a tremendous toll on society. Mindfulness-Oriented Recovery Enhancement (MORE) is an efficacious treatment for opioid misuse. Yet, the cost-effectiveness of this intervention remains unknown. METHODSCost-effectiveness and cost-benefit analyses of a randomized clinical trial with enrollment of 250 adults with chronic pain prescribed long-term opioid therapy who were misusing opioids. Participants were randomized to MORE (training in mindfulness, reappraisal, and sav...

15
Enhanced Insights into Alcohol Use Disorder from Lifestyle, Background, and Family History in a Large-Scale Machine Learning Study
2026-03-03 public and global health 10.64898/2026.03.01.26347358
Top 0.6% (3.8%)
Show abstract

Alcohol Use Disorder (AUD) is a multifactorial condition with severe individual and societal impacts. Extending our 2024 study, this work examines lifestyle, background, and family history determinants of AUD using an expanded dataset from the All of Us Research Program. The updated analysis includes approximately 2.5 times more participants than the prior study, enabling improved statistical power and evaluation of result stability over time. Using interpretable machine learning models and stat...

16
Links between Cannabinoid Hyperemesis Syndrome symptoms and drug use, mental health problems, antisocial behavior, and personality in a national survey of adults in the United States
2026-02-28 gastroenterology 10.64898/2026.02.26.26347188
Top 0.7% (2.8%)
Show abstract

BackgroundCannabinoid hyperemesis syndrome (CHS) is characterized by episodes of severe nausea, vomiting, and abdominal pain among those with heavy cannabis use. We estimated differences between those reporting CHS symptoms and other daily and less frequent cannabis users on drug use, psychiatric problems, other health problems, antisocial behavior, and personality. MethodsThe National Firearms, Alcohol, Cannabis, and Suicide survey was administered to 7034 US adults in 2025. Survey items asses...

17
Pathways from Polygenic Risk to Suicidality: Effects of Alcohol Use Disorder and Childhood Adversity
2026-02-12 genetic and genomic medicine 10.64898/2026.02.10.26345999
Top 0.7% (2.6%)
Show abstract

BackgroundThe prevalences of suicidal ideation (SI) and suicide attempt (SA) are influenced by genetic, behavioral, and environmental factors. Alcohol use disorder (AUD) and adverse childhood experiences (ACEs) may mediate or moderate genetic liability for suicidality. MethodsUsing data from 10,275 participants (43.8% female; 47.2% African-like genetic ancestry [AFR], 52.8% European-like genetic ancestry [EUR]), we tested whether polygenic scores (PGS) for SI and SA predicted lifetime SI or SA....

18
Beyond legalization: characterizing distinct recreational cannabis regulatory approaches across US states, 2013-2024
2026-02-28 health policy 10.64898/2026.02.26.26346986
Top 0.7% (2.1%)
Show abstract

BackgroundRecreational cannabis legalization has expanded rapidly across US states. The regulatory approaches states adopt vary widely, with varying implications for public health. This study aimed to characterize heterogeneity in recreational cannabis laws (RCLs) across US states and to identify state-level characteristics associated with these regulatory models. MethodsWe conducted Latent Class Analysis (LCA) of state-year RCL provisions from 2013 to 2024 (n=612) to identify distinct RCL appr...

19
Elevated suicidal thoughts and behaviors among adults reporting symptoms of Cannabinoid Hyperemesis Syndrome: Results from a national survey of US adults
2026-02-28 gastroenterology 10.64898/2026.02.26.26347185
Top 0.7% (2.1%)
Show abstract

ObjectiveAs cannabis use has increased in the United States, so has cannabinoid hyperemesis syndrome (CHS), a disorder characterized by severe nausea, vomiting, and abdominal pain among heavy cannabis users. We previously showed that CHS symptoms are associated with several behavioral and psychological characteristics linked to psychosocial impairment. We examined links between CHS symptoms and suicidal thoughts, behaviors, and proximal suicide risk factors. MethodsWe used data from the Nationa...

20
Parietal Default Mode Network Connectivity is Associated with Tobacco Use in Psychosis
2026-03-03 psychiatry and clinical psychology 10.64898/2026.03.02.26347415
Top 0.8% (1.8%)
Show abstract

Background and HypothesisAbnormal default mode network (DMN) connectivity was observed in both tobacco use and psychotic spectrum disorders, but it remains unknown how psychosis impacts the relationship between connectivity and tobacco use. Interventions targeting the left lateral parietal DMN node (LLPDMN) have modulated DMN connectivity and nicotine craving in psychosis. We aimed to investigate relationships between DMN connectivity, psychotic illness, and tobacco use. Study Design336 partici...