Table · dataset · 2026
Data Sheet 1_Mortality trends in deaths attributed to adverse drug reactions with cardiovascular disease listed among multiple causes in the United States, 1999–2020.docx
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fcvm.2026.1857514.s001
Background<p>Adverse drug reactions (ADRs) represent a significant cause of preventable mortality and continue to pose a major challenge to medication safety.
Description
However, national temporal and demographic patterns of deaths in which an ADR was assigned as the underlying cause and cardiovascular disease (CVD) was also listed on the death certificate remain poorly characterized.</p>Methods<p>We conducted a death certificate-based descriptive study using the CDC WONDER Multiple Cause of Death database from 1999 to 2020.
Included records were deaths in which an ADR-related ICD-10 code (Y40–Y59) was assigned as the underlying cause of death and a CVD code (I00–I99) was listed among the multiple causes of death. Age-adjusted mortality rates (AAMRs) per 100,000 population were calculated using the 2000 U.S. standard population. Temporal trends were assessed with Joinpoint regression, estimating annual percent change (APC) and average APC (AAPC).
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Mortality patterns were further analyzed by age, sex, race, region, and urbanization level, and drug categories recorded on the included death certificates were summarized descriptively.</p>Results<p>From 1999 to 2020, 3,976 CVD-listed ADR deaths were identified, corresponding to an overall AAMR of 0.057 per 100,000 U.S. population. The AAMR of these deaths increased significantly over the study period (AAPC = 4.755%, 95% CI: 3.513–6.428; P < 0.001).
Mortality burden increased with age, particularly among individuals aged 75 years and older. Males exhibited higher mortality rates than females, and significant disparities were evident by race and geography, with the highest burden observed in Black individuals and rural populations. Drug-specific analysis showed that unspecified drugs were recorded in 1,398 deaths (35.2%).
Anticoagulants were the most frequently recorded specified drug category (n = 948; 23.8% of all included deaths), particularly among decedents with cerebrovascular disease.</p>Conclusion<p>CVD-listed ADR mortality in the United States rose significantly from 1999 to 2020. The burden was most pronounced in older adults and disproportionately high among males, Black individuals, and rural residents. Anticoagulants were the most frequently recorded specified drug category.
These descriptive findings identify population-level patterns that warrant confirmation through studies incorporating medical records, prescribing data, and case-level clinical adjudication.</p>
Links
Where it is published
- DOI doi.org/10.3389/fcvm.2026.1857514.s001 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiology · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Cardiovascular disease · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Mortality · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Social Science
- Inferred from text
- Disease 75%
Provenance · 11 source records, 93 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34038177 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34038177 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34038177 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34038177 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34038177 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[disease].local:disease:cardiovascular-disease | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:cardiovascular-disease | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['cardiovascular disease'] |
| concepts[disease].local:disease:disease | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:320101 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:320101 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Cardiology'] |
| concepts[field].anzsrc:field:440304 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].anzsrc:field:440304 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['mortality'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |