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时间序列分析在加拿大非监管阿片类药物供应中芬太尼浓度。

Time-Series Analysis of Fentanyl Concentration in the Unregulated Opioid Drug Supply in a Canadian Setting.

出版信息

Am J Epidemiol. 2022 Jan 24;191(2):241-247. doi: 10.1093/aje/kwab129.

Abstract

North America has been contending with an unregulated street drug supply in which opioids are often adulterated with illicitly manufactured fentanyl. The unpredictability of composition may result in an increased risk of overdose due to unexpected elevated concentrations of the high-potency drug. Using data from a community-based drug-checking project, we evaluated trends in fentanyl concentration of illicit opioids in the context of an overdose epidemic. Using a quantification model for fentanyl hydrochloride, historical Fourier-transform infrared spectra from opioid drug-checking samples were analyzed to determine fentanyl concentrations. Median monthly fentanyl concentrations were plotted, and polynomial and autoregressive time-series analyses were performed to examine trends over time. A total of 3,621 fentanyl-positive samples were included in the study, spanning November 2017 to December 2019. Monthly median fentanyl concentrations ranged from 4.5% to 10.4%. Time-series analyses indicated that a third-degree polynomial model fit the data well (R2 = 0.639), suggesting a cyclical pattern in median concentration over time. Notably, absolute variance in fentanyl concentration decreased by an average 0.1% per month (P < 0.001). Future research should explore the relationship between fentanyl concentration and overdose to identify potential targeted harm-reduction interventions that can respond to changes in observed fentanyl concentration.

摘要

北美一直在应对不受监管的街头毒品供应,其中阿片类药物经常被非法制造的芬太尼掺假。由于高浓度药物的浓度不可预测,可能会增加过量的风险。利用社区毒品检测项目的数据,我们评估了在过量流行的情况下,非法阿片类药物中芬太尼浓度的趋势。使用盐酸芬太尼的定量模型,对来自阿片类药物检测样本的历史傅里叶变换红外光谱进行分析,以确定芬太尼浓度。绘制每月中值芬太尼浓度,并进行多项式和自回归时间序列分析,以检查随时间的趋势。该研究共纳入 3621 份芬太尼阳性样本,时间跨度为 2017 年 11 月至 2019 年 12 月。每月中值芬太尼浓度范围为 4.5%至 10.4%。时间序列分析表明,三阶多项式模型拟合数据良好(R2 = 0.639),表明中位数浓度随时间呈周期性模式。值得注意的是,芬太尼浓度的绝对方差每月平均下降 0.1%(P < 0.001)。未来的研究应探讨芬太尼浓度与过量之间的关系,以确定潜在的针对性减少伤害的干预措施,可以应对观察到的芬太尼浓度的变化。

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