Friedman Joseph, Romero Ruby, Funnell Arthur, Goodman-Meza David, Shover Chelsea L
Department of Psychiatry, University of California, San Diego.
Department of General Internal Medicine and Health Services Research, University of California, Los Angeles.
medRxiv. 2025 Jul 20:2025.06.27.25330444. doi: 10.1101/2025.06.27.25330444.
The ongoing overdose crisis in the United States is increasingly characterized by polysubstance involvement, shifting beyond single-drug fatalities to complex combinations that present novel public health challenges. However, most epidemiological literature describing the US overdose crisis has still primarily relied on traditional data sources, especially the CDC WONDER system that is limited to assessing drugs with established ICD-10 codes using a maximum of n=2 ICD-10 codes. In this analysis we leverage complete medical examiner records Los Angeles County examine the limitations of CDC WONDER data for detecting polysubstance drug deaths.
Deaths counts describing drug-involved deaths occurring in Los Angeles County were described using the CDC WONDER system, and medical examiner data from Los Angeles County. The average number of drugs, and the proportion of polysubstance deaths (involving 2 or more) involving 3 or more substances was summarized by year. Head-to-head comparisons were conducted of single-drug involvement, and UpSet plot visualization was employed for complex set analysis.
The average number of drugs present per drug-involved death increased from 1.72 in 2012 to a peak of 2.29 in 2023. The percentage of polysubstance deaths (2+ substances) that would not be fully characterizable using the CDC WONDER system given a 2 drug limit), increased from 51% in 2012 to a peak of 74% in 2023. The total number of unique polysubstance combinations with >2 substances increased from n=11 in 2012 to n=57 in 2023 and was n=39 in 2024. Overall concordance in single-substance death counts between CDC WONDER and medical examiner records was high among n=6 substances of interest. Across n=42 drug and year pairs observed between 2018 and 2024, the overall R according to a Pearson correlation analysis was 0.99.
Although concordance is very high for trends describing single-substance drug deaths, CDC WONDER fails to capture the majority of polysubstance deaths adequately. We find that a very large fraction of polysubstance deaths (about three quarters) are incompletely described using the 2 drug limit employed by CDC WONDER. This limitation has increased over time, as the complexity of polysubstance overdose deaths has increased. We illustrate a huge variety of polysubstance deaths that can be seen in medical examiner deaths. As the overdose crisis grows increasingly polysubstance in nature, improving the epidemiological tracking of deaths involving multiple drugs, and drugs not captured by ICD-10 codes currently, is of paramount importance. Here we highlight the gaps in existing traditional epidemiological sources which may serve as a motivating example for future improvements.
美国持续的药物过量危机越来越多地表现为多种物质混合使用,从单一药物致死转向复杂的药物组合,这带来了新的公共卫生挑战。然而,大多数描述美国药物过量危机的流行病学文献仍然主要依赖传统数据源,特别是疾病控制与预防中心(CDC)的WONDER系统,该系统仅限于使用最多n = 2个国际疾病分类第十版(ICD - 10)代码来评估已确定ICD - 10代码的药物。在本分析中,我们利用洛杉矶县完整的法医记录来研究CDC WONDER数据在检测多种物质药物死亡方面的局限性。
使用CDC WONDER系统以及洛杉矶县的法医数据来描述洛杉矶县发生的涉及药物的死亡人数。按年份总结了每种涉及药物死亡中药物的平均数量以及涉及3种或更多物质的多种物质死亡(涉及2种或更多)的比例。对单一药物使用情况进行了直接比较,并采用UpSet图可视化进行复杂集分析。
每种涉及药物死亡中出现的药物平均数量从2012年的1.72增加到2023年的峰值2.29。在给定2种药物限制的情况下,使用CDC WONDER系统无法完全描述的多种物质死亡(2种或更多物质)的百分比从2012年的51%增加到2023年的峰值74%。含有超过2种物质的独特多种物质组合总数从2012年的n = 11增加到2023年的n = 57,2024年为n = 39。在n = 6种感兴趣的物质中,CDC WONDER和法医记录之间单一物质死亡人数的总体一致性很高。在2018年至2024年观察到的n = 42个药物和年份对中,根据Pearson相关分析得出的总体R值为0.99。
尽管在描述单一物质药物死亡趋势方面一致性非常高,但CDC WONDER未能充分捕捉大多数多种物质死亡情况。我们发现,使用CDC WONDER采用的2种药物限制,很大一部分多种物质死亡(约四分之三)未得到充分描述。随着多种物质过量死亡的复杂性增加,这种局限性随着时间推移而增大。我们展示了法医死亡中可见的各种各样的多种物质死亡情况。随着药物过量危机在本质上越来越多地涉及多种物质,改善对涉及多种药物以及目前未被ICD - 10代码涵盖的药物的死亡的流行病学追踪至关重要。在此,我们强调了现有传统流行病学来源中的差距,这可能为未来的改进提供一个有启发性的例子。