Research Library / Article Summary
The neurobiological cravings signature (NCS) as a predictive neuromarker of clinical outcomes in alcohol use disorder
Plain-English AddictionTube research summary with source link, DOI, key finding, and recovery relevance.
Neuropsychopharmacology • 25 Feb 2026 • Research
alcoholbrain sciencecravingrelapse
Research focus
This article may help explain addiction science through research on alcohol, brain science, craving, relapse. The source abstract begins by describing: “The Neural Craving Signature (NCS), a machine learning derived neuroimaging biomarker, differentiates individuals with from those without substance use disorders (SUDs), but has not been evaluated for predicting clinical outcomes.”
Key finding: These findings provide initial support for the NCS as a predictor of clinical outcomes in AUD.
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, alcohol, nicotine, brain science. The source abstract begins by describing: “Preclinical and human studies indicate psilocybin may reduce perseverant maladaptive behaviors, including nicotine and alcohol seeking.”
Key finding: We conclude that psilocybin reduces heroin relapse and highlight IL-17a signaling as a potential downstream pathway of psilocybin that also reduces heroin seeking.
Molecular Psychiatry • 21 Oct 2024 • Research
opioidalcoholnicotinebrain sciencecravingrelapse
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This article may help explain addiction science through research on alcohol, nicotine, brain science, craving. The source abstract begins by describing: “Chronic alcohol use has important effects on the glutamate system.”
Key finding: These findings provide human evidence consistent with a robust preclinical literature supporting mGlu5 receptor drugs as pharmacotherapies for AUD.
Neuropsychopharmacology • 12 Sept 2020 • Research
alcoholnicotinebrain sciencecravingrelapse
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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, cocaine, brain science, withdrawal. The source abstract begins by describing: “Evidence indicates that the anterior (aIC), but not posterior (pIC), insular cortex promotes cued reinstatement of cocaine seeking after extinction in rats.”
Key finding: Moreover, the incubation of craving results suggest that new contingency learning is necessary to recruit the aIC in cued heroin seeking.
Neuropsychopharmacology • 18 Mar 2024 • Research
opioidcocainebrain sciencewithdrawalcravingrelapse
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