Research Library / Article Summary
Clinical implementation of AI-based screening for risk for opioid use disorder in hospitalized adults
Plain-English AddictionTube research summary with source link, DOI, key finding, and recovery relevance.
Nature Medicine • 03 Apr 2025 • Research
opioidbrain sciencewithdrawaltreatment
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This article may help explain addiction science through research on opioid, brain science, withdrawal, treatment. The source abstract begins by describing: “Adults with opioid use disorder (OUD) are at increased risk for opioid-related complications and repeated hospital admissions.”
Key finding: In a quasi-experimental, pre–post-implementation study involving 51,760 hospitalizations, an electronic health record-based risk prediction model informed clinicians of patients needing consultation on opioid use disorder and decreased readmissions to the hospital, without increasing referral rates and with promising cost-effectiveness results.
Why this may help: This may help explain why addiction can involve brain, behavior, mental health, craving, relapse, or treatment factors rather than simple willpower alone. It should be read as research information, not personal medical advice.
This article may help explain addiction science through research on opioid, cocaine, brain science, withdrawal. The source abstract begins by describing: “Persistent vulnerability to drug-seeking is driven by enduring synaptic adaptations, yet current μ-opioid receptor-targeting pharmacotherapies provide limited efficacy against these neuroadaptations.”
Key finding: By targeting a pathway independent of classical opioid receptor signaling, CA4 inhibition represents a mechanistically distinct strategy that may reduce relapse vulnerability in OUD.
Neuropsychopharmacology • 21 Jan 2026 • Research
opioidcocainebrain sciencewithdrawalrelapsetreatment
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This article may help explain addiction science through research on opioid, brain science, withdrawal, relapse. The source abstract begins by describing: “Opioid use disorder (OUD) is a chronic relapsing disorder that is a major burden for the lives of affected individuals, and society as a whole.”
Key finding: Altogether, these animal models will contribute to study behavioural and neuronal circuitries involved in the several negative affective signs characterizing OUD.
Scientific Reports • 29 Apr 2024 • Research
opioidbrain sciencewithdrawalrelapsemental healthtreatment
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This article may help explain addiction science through research on cannabis, brain science, withdrawal, craving. The source abstract begins by describing: “Cannabis withdrawal in cannabis use disorder (CUD) increase the risk of relapse and lacks effective treatments.”
Key finding: Increases in FAAH (%ΔFAAH whole-brain) were significantly associated with longer cannabis abstinence, greater baseline depression severity, and tendency to act without thinking ( p
Neuropsychopharmacology • 09 May 2026 • Research
cannabisbrain sciencewithdrawalcravingrelapsemental health
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This article may help explain addiction science through research on alcohol, cannabis, brain science, withdrawal. The source abstract begins by describing: “Alcohol use disorder (AUD) remains a pervasive public health issue with limited effective treatments.”
Key finding: These findings indicate that chronic CBD administration attenuates both behavioral and neurobiological facets of alcohol dependence by modulating neuronal excitability and preventing neurodegeneration, supporting its therapeutic potential for AUD and providing mechanistic insights for future research.
Neuropsychopharmacology • 10 Jul 2025 • Research
alcoholcannabisbrain sciencewithdrawalrelapsegenetics
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This article may help explain addiction science through research on opioid, withdrawal, craving, relapse. The source abstract begins by describing: “Existing pharmacological treatment options for opioid use disorder (OUD) face challenges that limit their efficacy.”
Key finding: This review adopts a translational approach to achieve several aims: (1) to outline the fundamental theories of orexin system function and relate orexinergic dysfunction to the disordered motivation and withdrawal states that characterize OUD; (2) to provide an up-to-date evaluation of preclinical and clinical evidence bases supporting the efficacy of orexin receptor antagonism for the treatment of OUD; (3) to discuss key clinical considerations of repurposing DORAs for OUD treatment, including safety and side effects (i.e., respiratory depression, anhedonia, and risk for abuse); and (4) to highlight the ongoing clinical efforts to determine therapeutic efficacy and safety profiles of DORAs for use in OUD populations.
Translational Psychiatry • 24 Oct 2025 • Reviews
opioidwithdrawalcravingrelapsemental healthtreatment
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