ArticleFrontiers in cardiovascular medicine2026
Opioid overdose and cardiovascular disease-related mortality: a retrospective analysis using real-world data from the USA, 1999-2023.
Article in Frontiers in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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16 authors.
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Abstract
Background: Cardiovascular disease (CVD) is a leading cause of mortality in the U.S., a burden amplified by the ongoing opioid epidemic. This study characterized long-term trends and disparities in mortality involving both opioid overdose and CVD from 1999 to 2023. Methods: We conducted a retrospective analysis using death certificate data from the CDC WONDER multiple cause-of-death files. Data for adults aged 15 and older were analyzed using ICD-10 codes for CVD (I00-I99) and opioid overdose (T40.0, T40.1, T40.2, T40.3, T40.4). Age-adjusted mortality rates (AAMRs) per 100,000 population and crude mortality rates (CMRs) were calculated. Joinpoint regression determined the average annual percent change (AAPC). Results: A total of 112,430 deaths involving both opioid overdose and CVD were identified. The AAMR dramatically increased from 0.36 in 1999 to 4.08 in 2023 (AAPC: 10.96; 95% CI: 8.60-13.38; Conclusion: Opioid overdose and CVD-related mortality surged, disproportionately impacting men, NH Black individuals, Western regions, and non-metropolitan areas.
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