{"title":"Psychiatric Treatments with Short-Duration Psychedelics and AI-Driven Behavioral Monitoring","authors":"Robert B. Kargbo*, ","doi":"10.1021/acsmedchemlett.5c0003110.1021/acsmedchemlett.5c00031","DOIUrl":null,"url":null,"abstract":"<p >Integrating advanced pharmaceutical innovations and artificial intelligence (AI) offers transformative potential for psychiatric care. This Patent Highlight reviews novel therapeutic strategies, including the synergistic use of monoamine antidepressants and short-duration psychedelics, alongside AI-driven behavioral efficacy tracking. The combination of selective serotonin reuptake inhibitors (SSRIs) with short-acting psychedelics, such as <i>N</i>,<i>N</i>-dimethyltryptamine (DMT) and psilocybin, provides rapid and sustained improvements in treatment-resistant depression and anxiety. Meanwhile, AI-enhanced behavioral monitoring leverages motion tracking and machine learning to quantify treatment outcomes in animal models, accelerating drug development. Together, these approaches redefine therapeutic paradigms, offering personalized and effective treatments for psychiatric disorders.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 2","pages":"219–221 219–221"},"PeriodicalIF":3.5000,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Medicinal Chemistry Letters","FirstCategoryId":"3","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acsmedchemlett.5c00031","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, MEDICINAL","Score":null,"Total":0}
引用次数: 0
Abstract
Integrating advanced pharmaceutical innovations and artificial intelligence (AI) offers transformative potential for psychiatric care. This Patent Highlight reviews novel therapeutic strategies, including the synergistic use of monoamine antidepressants and short-duration psychedelics, alongside AI-driven behavioral efficacy tracking. The combination of selective serotonin reuptake inhibitors (SSRIs) with short-acting psychedelics, such as N,N-dimethyltryptamine (DMT) and psilocybin, provides rapid and sustained improvements in treatment-resistant depression and anxiety. Meanwhile, AI-enhanced behavioral monitoring leverages motion tracking and machine learning to quantify treatment outcomes in animal models, accelerating drug development. Together, these approaches redefine therapeutic paradigms, offering personalized and effective treatments for psychiatric disorders.
期刊介绍:
ACS Medicinal Chemistry Letters is interested in receiving manuscripts that discuss various aspects of medicinal chemistry. The journal will publish studies that pertain to a broad range of subject matter, including compound design and optimization, biological evaluation, drug delivery, imaging agents, and pharmacology of both small and large bioactive molecules. Specific areas include but are not limited to:
Identification, synthesis, and optimization of lead biologically active molecules and drugs (small molecules and biologics)
Biological characterization of new molecular entities in the context of drug discovery
Computational, cheminformatics, and structural studies for the identification or SAR analysis of bioactive molecules, ligands and their targets, etc.
Novel and improved methodologies, including radiation biochemistry, with broad application to medicinal chemistry
Discovery technologies for biologically active molecules from both synthetic and natural (plant and other) sources
Pharmacokinetic/pharmacodynamic studies that address mechanisms underlying drug disposition and response
Pharmacogenetic and pharmacogenomic studies used to enhance drug design and the translation of medicinal chemistry into the clinic
Mechanistic drug metabolism and regulation of metabolic enzyme gene expression
Chemistry patents relevant to the medicinal chemistry field.