Adverse cardiovascular events in patients with cancer: a biomarker-enhanced clinical risk score
Abstract Background/Introduction Continuously improving cancer-specific survival puts a growing proportion of cancer patients at risk of major adverse cardiovascular events (MACE), but reliable tools for cardiovascular risk prediction remain unavailable (1). Purpose To assess a broad panel of cardiovascular biomarkers and clinical risk factors and to provide a novel risk score for the prediction of MACE in cancer patients. Methods Among 2’192 patients with newly diagnosed or recurrent cancer, a broad panel of cardiovascular biomarkers, including NT-proBNP, P-/E-/L-selectins, ICAM-1, VCAM-1, sLOX-1, CRP, and Lp(a) were measured by blinded study personnel. Patients were followed prospectively for the occurrence of 2-year MACE and 5-year cardiovascular death (2,3). Uni- and multivariable competing risk models were fit to assess independent associations of cardiovascular risk factors and biomarkers with MACE, and a risk score was developed. Results Beyond clinical risk factors, ICAM-1, P-/E-/L-selectins and NT-proBNP levels were independently linked to 2-year MACE risk, though shape of associations differed markedly. A clinical risk score was derived, assigning +1 point for male sex, smoking, and age ≥60 years, and +2 points for ASCVD history, yielding a bootstrapped C-statistic of 0.76 (95%CI:0.71-0.81). Implementation of cardiovascular biomarkers conferred improved performance (0.83, 95%CI:0.78-0.88). A simplified model, solely informed by clinical variables and readily available NT-proBNP (+1 point for NT-proBNP≥230pg/mL), achieved similar performance (0.80, 95%CI:0.74-0.86), with a cumulative 2-year MACE incidence of 0% in low- and 11.0% in high-risk patients. Conclusions Cancer patients are at substantial MACE risk. The herein presented first-of-its-kind risk score, integrating traditional cardiovascular risk factors and biomarkers, including NT-proBNP, effectively predicts 2-year MACE and 5-year cardiovascular death.
Authors
- Ingrid Pabinger (ORCID: https://orcid.org/0000-0002-7677-9896)
- Thomas Suter (ORCID: https://orcid.org/0000-0003-2158-2479)
- Tetiana Lapikova-Bryhinska (ORCID: https://orcid.org/0000-0003-3405-6566)
- Fabrizio Montecucco (ORCID: https://orcid.org/0000-0003-0823-8729)
- Arnold von Eckardstein (ORCID: https://orcid.org/0000-0002-1666-2266)
- Cornelia Englisch (ORCID: https://orcid.org/0000-0001-9007-7738)
- Cihan Ay (ORCID: https://orcid.org/0000-0003-2607-9717)
- Ella Grilz (ORCID: https://orcid.org/0000-0003-3464-9783)
- T F Luescher (ORCID: https://orcid.org/0000-0002-5259-538X)
- Simon Kraler (ORCID: https://orcid.org/0000-0002-8245-7287)
- Stephan Nopp (ORCID: https://orcid.org/0000-0002-4504-482X)
- Federico Carbone (ORCID: https://orcid.org/0000-0003-2957-4078)
- Florian Moik (ORCID: https://orcid.org/0000-0001-7738-4119)
- Luca Liberale (ORCID: https://orcid.org/0000-0003-1472-7975)
- Alexander Akhmedov (ORCID: https://orcid.org/0000-0003-3052-9493)
Institutions
- University of Zurich (CH)
- University Hospital of Bern (CH)
- University Hospital of Zurich (CH)
- Medical University of Vienna (AT)
- University of Genoa (IT)
Publication Details
- Journal
- European Heart Journal
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1093/eurheartj/ehae666.3182
- Primary Topic
- Chemotherapy-induced cardiotoxicity and mitigation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Foundation for Cardiovascular Research
- Gesellschaft für Thrombose- und Hämostaseforschung