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The opioid epidemic represents a national crisis. Oxycodone is one of the most prescribed opioid medications in the United States, whereas buprenorphine is currently the most prescribed medication for opioid use disorder (OUD) pharmacotherapy. Given the extensive use of prescription opioids and the global opioid epidemic, it is essential to understand how opioids modulate brain cell type function at the single-cell level. We performed single nucleus RNA-seq (snRNA-seq) using iPSC-derived forebrain organoids from three male OUD subjects in response to oxycodone, buprenorphine, or vehicle for seven days. We utilized the snRNA-seq data to identify differentially expressed genes following drug treatment using the Seurat integrative analysis pipeline. We utilized iPSC-derived forebrain organoids and single-cell sequencing technology as an unbiased tool to study cell-type-specific and drug-specific transcriptional responses. After quality control filtering, we analyzed 25787 cells and identified sixteen clusters using unsupervised clustering analysis. Our results reveal distinct transcriptional responses to oxycodone and buprenorphine by iPSC-derived brain organoids from patients with OUD. Specifically, buprenorphine displayed a significant influence on transcription regulation in glial cells. However, oxycodone induced type I interferon signaling in many cell types, including neural cells in brain organoids. Finally, we demonstrate that oxycodone, but not buprenorphine activated STAT1 and induced the type I interferon signaling in patients with OUD. These data suggest that elevation of STAT1 expression associated with OUD might play a role in transcriptional regulation in response to oxycodone. In summary, our results provide novel mechanistic insight into drug action at single-cell resolution.
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BACKGROUND AND PURPOSE: Acamprosate is an anti-craving drug used for the pharmacotherapy of alcohol use disorder (AUD). However, only some patients achieve optimal therapeutic outcomes. This study was designed to explore differences in metabolomic profiles between patients who maintained sobriety and those who relapsed, to determine whether those differences provide insight into variation in acamprosate treatment response phenotypes. EXPERIMENTAL APPROACH: We previously conducted an acamprosate trial involving 442 AUD patients, and 267 of these subjects presented themselves for a 3-month follow-up. The primary outcome was abstinence. Clinical information, genomic data and metabolomics data were collected. Baseline plasma samples were assayed using targeted metabolomics. KEY RESULTS: Baseline plasma arginine, threonine, α-aminoadipic acid and ethanolamine concentrations were associated with acamprosate treatment outcomes and baseline craving intensity, a measure that has been associated with acamprosate treatment response. We next applied a pharmacometabolomics-informed genome-wide association study (GWAS) strategy to identify genetic variants that might contribute to variations in plasma metabolomic profiles that were associated with craving and/or acamprosate treatment outcome. Gene expression data for induced pluripotent stem cell-derived forebrain astrocytes showed that a series of genes identified during the metabolomics-informed GWAS were ethanol responsive. Furthermore, a large number of those genes could be regulated by acamprosate. Finally, we identified a series of single nucleotide polymorphisms that were associated with acamprosate treatment outcomes. CONCLUSION AND IMPLICATIONS: These results serve as an important step towards advancing our understanding of disease pathophysiology and drug action responsible for variation in acamprosate response and alcohol craving in AUD patients.
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Disuasivos de Alcohol , Alcoholismo , Acamprosato/uso terapéutico , Disuasivos de Alcohol/uso terapéutico , Consumo de Bebidas Alcohólicas , Alcoholismo/tratamiento farmacológico , Alcoholismo/genética , Etanol , Estudio de Asociación del Genoma Completo , Humanos , Taurina/uso terapéuticoRESUMEN
RATIONALE: Opioid overdose deaths and healthcare costs associated with opioid use disorder (OUD) continue to escalate while the majority of addiction treatment providers in the United States do not use medication-assisted treatment (MAT) in spite of proven efficacy. The primary resistance to the use of MAT has been associated with the philosophical conflict many 12-step based treatment programs have with the use of these medications. OBJECTIVE: This study sought to determine whether patients self-selecting into a treatment program based upon the 12-step philosophy would elect to use MAT and, if so, what initial outcomes might result. METHODS: This naturalistic, prospective study of patients (Nâ¯=â¯253) with OUD included a combination of OUD-specific group therapy and the use of buprenorphine-naloxone, oral naltrexone, injectable naltrexone, or no medication with standard 12-step treatment initiated in a residential or day treatment setting with outpatient follow-up. Baseline assessment of subjects with OUD included level of craving and opioid withdrawal symptom severity. Post-residential treatment outcomes at 1- and 6-months included craving, opioid withdrawal, residential treatment completion, continuing care compliance, medication compliance, substance use frequency and 12-step meeting attendance. RESULTS: Irrespective of medication condition, nearly all patients successfully completed residential treatment and the majority attended additional programming afterward. Among those who elected to take a medication (71%), differences were associated with medication compliance. Patients who reported compliance with their medication at 1 and 6â¯months following residential treatment had significantly higher abstinence rates than patients who reported noncompliance. Among those who relapsed post-discharge, neither medication use nor compliance was significantly related to a change in the frequency of alcohol use days or drug use days at 6â¯months. CONCLUSION: These preliminary results suggest that it is feasible to administer medications, including partial opioid agonists like buprenorphine, within the context of 12-step based treatment and taking these medications as prescribed is associated with favorable outcomes.
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Terapia Conductista , Antagonistas de Narcóticos/uso terapéutico , Tratamiento de Sustitución de Opiáceos , Trastornos Relacionados con Opioides/terapia , Evaluación de Resultado en la Atención de Salud , Cooperación del Paciente , Tratamiento Domiciliario , Adulto , Atención Ambulatoria , Combinación Buprenorfina y Naloxona/administración & dosificación , Combinación Buprenorfina y Naloxona/uso terapéutico , Terapia Combinada , Centros de Día , Estudios de Factibilidad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Naltrexona/administración & dosificación , Naltrexona/uso terapéutico , Antagonistas de Narcóticos/administración & dosificación , Estudios ProspectivosRESUMEN
To make recovery, and not relapse, the expected outcome of the treatment of moderate to severe substance use disorders, 3 currently missing elements would need to be emphasized: (1) the definition of long-term recovery as the goal of all treatment and post-treatment interventions; (2) the provision of sustained post-treatment monitoring and professional and peer support, including drug testing; and (3) the insistence by others around the patients on sustained abstinence as crucial for those suffering from moderate to severe and prolonged substance use disorders. Each of these 3 elements is central to the distinctive care management system of the state physician health programs. This approach to the long-term management of substance use disorders fits with the new direction of healthcare for serious, chronic diseases-away from isolated, and expensive acute care episodes of care and toward sustained chronic disease management with long-term monitoring, support, and early re-intervention if and when needed.
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Manejo de Atención al Paciente/métodos , Trastornos Relacionados con Sustancias/terapia , Humanos , Trastornos Relacionados con Sustancias/rehabilitaciónRESUMEN
For years, treatment professionals have debated the virtues of medication maintenance versus psychosocial therapies for treating opioid addiction. In its response to the opioid crisis, Hazelden is attempting to bridge the difference by using a treatment protocol that involves both the conservative use of safe medications and psychosocial therapies while maintaining the ultimate goal of abstinence. This article discusses the recent and precipitous rise in opioid use, abuse, dependence and overdoses in the United States; the physician's role in creating and solving the problem; and Hazelden's unique approach to caring for people with opioid addiction.
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Epidemias , Prescripción Inadecuada , Trastornos Relacionados con Opioides/epidemiología , Trastornos Relacionados con Opioides/rehabilitación , Mal Uso de Medicamentos de Venta con Receta , Centros de Tratamiento de Abuso de Sustancias , Adolescente , Adulto , Buprenorfina/uso terapéutico , Terapia Combinada , Estudios Transversales , Preparaciones de Acción Retardada , Humanos , Minnesota , Naloxona/uso terapéutico , Tratamiento de Sustitución de Opiáceos , Rol del Médico , Psicoterapia de Grupo , Grupos de Autoayuda , Adulto JovenRESUMEN
Physicians are as likely to experience drug and alcohol addiction as anyone in the general population. They are more likely than others, however, to abuse prescription medications. Dealing with an impaired colleague is a difficult, emotionally charged job for physician leaders and hospital administrators, who've often had little training on how to handle such a situation. In addition to describing a case of an addicted physician, this article reviews data about the incidence of addiction among physicians and the challenges associated with confronting such a problem. It also describes the legal reporting requirements and resources such as the Minnesota Health Professionals Services Program and Physicians Serving Physicians that can help physicians get into treatment programs designed specifically for health care professionals. Physicians who go through such treatment programs and subsequent monitoring have been found to have remarkable recovery rates.
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Fentanilo , Inhabilitación Médica/legislación & jurisprudencia , Abuso de Sustancias por Vía Intravenosa/diagnóstico , Trastornos Relacionados con Sustancias/diagnóstico , Adulto , Buprenorfina/uso terapéutico , Terapia Combinada , Negación en Psicología , Humanos , Masculino , Notificación Obligatoria , Minnesota , Antagonistas de Narcóticos/uso terapéutico , Grupo Paritario , Psicoterapia de Grupo , Centros de Tratamiento de Abuso de Sustancias , Abuso de Sustancias por Vía Intravenosa/rehabilitación , Síndrome de Abstinencia a Sustancias/diagnóstico , Síndrome de Abstinencia a Sustancias/rehabilitación , Trastornos Relacionados con Sustancias/rehabilitaciónRESUMEN
Although the nature and scope of addictive disease are commonly reported in the lay press, the problem of physician addiction has largely escaped the public's attention. This is not due to physician immunity from the problem, because physicians have been shown to have addiction at a rate similar to or higher than that of the general population. Additionally, physicians' addictive disease (when compared with the general public) is typically advanced before identification and intervention. This delay in diagnosis relates to physicians' tendency to protect their workplace performance and image well beyond the time when their life outside of work has deteriorated and become chaotic. We provide an overview of the scope and risks of physician addiction, the challenges of recognition and intervention, the treatment of the addicted physician, the ethical and legal implications of an addicted physician returning to the workplace, and their monitored aftercare. It is critical that written policies for dealing with workplace addiction are in place at every employment venue and that they are followed to minimize risk of an adverse medical or legal outcome and to provide appropriate care to the addicted physician.