scholarly journals Effective buprenorphine use and tapering strategies: Endorsements and insights by people in recovery from opioid use disorder on a Reddit forum

2019 ◽  
Author(s):  
Rachel L Graves ◽  
Abeed Sarker ◽  
Mohammed Ali Al-Garadi ◽  
Yuan-chi Yang ◽  
Jennifer S Love ◽  
...  
Keyword(s):  
United States ◽  
Clinical Trials ◽  
Social Network ◽  
Language Processing ◽  
Recovery Process ◽  
The United States ◽  
Opioid Use Disorder ◽  
Evidence Based ◽  
Opioid Use ◽  
Successful Recovery

AbstractOpioid use disorder (OUD) is a public health emergency in the United States. Over 47,000 overdose-related deaths in 2017 involved opioids. Medication-assisted treatment (MAT), in particular, buprenorphine and buprenorphine combination products such as Suboxone®, is the most effective, evidence-based treatment for OUD. However, there are a limited number of conclusive scientific studies that provide guidance to medical professionals about strategies for using buprenorphine to achieve stable recovery. In this study, we used data-driven natural language processing methods to mine a total of 16,146 posts about buprenorphine from 1933 unique users on the anonymous social network Reddit. Analysis of a sample of these posts showed that 74% of the posts described users’ personal experiences and that the top three topics included advice on using Suboxone® (55.0%), Suboxone® dosage information (35.5%) and information about Suboxone® tapering (32.0%). Based on two models, one that incorporated ‘upvoting’ by other members and one that did not, we found that Reddit users reported more successful recovery with longer tapering schedules, particularly from 2.0 mg to 0.0 mg (median: 93 days; mean: 95 days), as compared to shorter tapering schedules investigated in past clinical trials. Diarrhea, insomnia, restlessness, and fatigue were commonly reported adverse events. Physical exercise, clonidine, and Imodium® were frequently reported to help during the recovery process. Due to the difficulties of conducting longer-term clinical trials involving patients with OUD, clinicians should consider other information sources including peer discussions from the abundant, real-time information available on Reddit.Significance StatementOpioid use disorder (OUD) is a national crisis in the United States and buprenorphine is one of the most effective evidence-based treatments. However, few studies have explored successful strategies for using and tapering buprenorphine to achieve stable recovery, particularly due to the difficulties of conducting long-term studies involving patients with OUD. In this study, we show that discussions on the anonymous social network Reddit may be leveraged, via automatic text mining methods, to discover successful buprenorphine use and tapering strategies. We discovered that longer tapering schedules, compared to those investigated in past clinical trials, may lead to (self-reported) sustained recovery. Furthermore, Reddit posts also provide key information regarding buprenorphine withdrawal, cravings, adjunct medications for withdrawal symptoms and relapse prevention strategies.

scholarly journals The United States’ Regulatory Environment Is Evolving to Accommodate a Coming Boom in Gene Therapy Research

2019 ◽  
Vol 24 (3) ◽  
pp. 147-152 ◽  
Author(s):  
Daniel Eisenman
Keyword(s):  
United States ◽  
Gene Therapy ◽  
Clinical Trials ◽  
The United States ◽  
Regulatory Environment ◽  
Evidence Based ◽  
Regulatory Structure ◽  
Regulatory Changes ◽  
Current State ◽  
Therapy Field

Introduction: A dramatic increase in the number of clinical trials involving gene-modified cell therapy and gene therapy is taking place. The field is on the verge of a boom, and the regulatory environment is evolving to accommodate the growth. Discussion: This commentary summarizes the current state of the field, including an overview of the growth. The United States (US) regulatory structure for gene therapy will be summarized, and the evolution of the oversight structure will be explained. Conclusion: The gene therapy field has recently produced its first FDA-approved therapeutics and has a pipeline of other investigational products in the final stages of clinical trials before they can be evaluated by the FDA as safe and effective therapeutics. As research continues to evolve, so must the oversight structure. Biosafety professionals and IBCs have always played key roles in contributing to the safe, evidence-based advancement of gene therapy research. With the recent regulatory changes and current surge in gene therapy research, the importance of those roles has increased dramatically.

scholarly journals Methadone Distribution Trends from 2017-2019 in the United States

2020 ◽  
Author(s):  
John A. Furst ◽  
Nicholas J. Mynarski ◽  
Kenneth L. McCall ◽  
Brian J. Piper
Keyword(s):  
United States ◽  
Rhode Island ◽  
Distribution Patterns ◽  
The United States ◽  
Opioid Use Disorder ◽  
Primary Objective ◽  
Treatment Programs ◽  
Opioid Use ◽  
Drug Enforcement ◽  
The Us

AbstractObjectiveMethadone is an evidence based treatment for opioid use disorder and is also employed for acute pain. The primary objective of this study was to explore methadone distribution patterns between the years 2017 and 2019 across the United States (US). This study builds upon previous literature that has analyzed prior years of US distribution patterns, and further outlines regional and state specific methadone trends.MethodsThe Drug Enforcement Administration’s Automated Reports and Consolidated Ordering System (ARCOS) was used to acquire the number of narcotic treatment programs (NTPs) per state and methadone distribution weight in grams. Methadone distribution by weight, corrected for state populations, and number of NTPs were compared from 2017 to 2019 between states, within regions, and nationally.ResultsBetween 2017 and 2019, the national distribution of methadone increased 12.30% for NTPs but decreased 34.57% for pain, for a total increase of 2.66%. While all states saw a decrease in distribution for pain, when compared regionally, the Northeast showed a significantly smaller decrease than all other regions. Additionally, the majority of states experienced an increase in distribution for NTPs and most states demonstrated a relatively stable or increasing number of NTPs, with an 11.49% increase in NTPs nationally. The number of NTPs per 100K in 2019 ranged from 2.08 in Rhode Island to 0.00 in Wyoming.ConclusionAlthough methadone distribution for OUD was increasing in the US, there were pronounced regional disparities.

The Opioid Crisis

2020 ◽  
Author(s):  
M. Aryana Bryan ◽  
Valerie Hruschak ◽  
Cory Dennis ◽  
Daniel Rosen ◽  
Gerald Cochran
Keyword(s):  
United States ◽  
Social Work ◽  
Management Practices ◽  
Critical Role ◽  
Work Practice ◽  
The United States ◽  
Social Work Practice ◽  
Opioid Use Disorder ◽  
Prescription Opioid ◽  
Opioid Use

Opioid-related deaths by overdoses quadrupled in the United States from the years 1999 to 2015. This rise in mortality predominately occurred in the wake of historic changes in pain management practices and aggressive marketing of opioid medications such as oxycontin. Prescription opioid misuse and subsequent addiction spilled over to heroin and fentanyl for many. This drug epidemic differed from others in its impact among non-Hispanic whites, leading to drastic changes in how the United States views addiction and chooses to respond. This article offers an overview of opioid use disorder (OUD), its treatment and its relationship with pain. It also discusses special populations affected and provides insight into future directions for research and social work practice surrounding opioid management in the United States. Because of the profession’s emphasis on the person and social environment as well as its focus on vulnerable and oppressed populations, social work plays a critical role in addressing the crisis.

scholarly journals Cannabis Use and Risk of Prescription Opioid Use Disorder in the United States

2018 ◽  
Vol 175 (1) ◽  
pp. 47-53 ◽  
Author(s):  
Mark Olfson ◽  
Melanie M. Wall ◽  
Shang-Min Liu ◽  
Carlos Blanco
Keyword(s):  
United States ◽  
The United States ◽  
Opioid Use Disorder ◽  
Cannabis Use ◽  
Prescription Opioid ◽  
Opioid Use ◽  
Prescription Opioid Use
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