Biomarker-enhanced cardiovascular risk prediction in patients with cancer: a prospective cohort study
Background: Continuously improving cancer-specific survival puts a growing proportion of cancer patients at risk of major adverse cardiovascular events (MACE), but tailored tools for cardiovascular risk prediction remain unavailable. Objectives: To assess a broad panel of cardiovascular biomarkers and risk factors for the prediction of MACE and cardiovascular death in cancer patients. Methods: In total, 2192 patients with newly diagnosed or recurrent cancer were followed prospectively for the occurrence of 2-year MACE and 5-year cardiovascular death. Univariable and multivariable risk models were fit to assess independent associations of cardiovascular risk factors and biomarkers with adverse outcomes, and a risk score was developed. Results: Traditional cardiovascular risk factors and selected cancer types were linked to higher MACE risk. While levels of Lp(a), CRP, and GDF-15 did not associate with MACE, levels of ICAM-1, P-/E-/L-selectins, and NT-proBNP were independently linked to 2-year MACE risk. A clinical risk score was derived, assigning +1 point for male sex, smoking, and age of ≥60 years and +2 points for atherosclerotic disease, yielding a bootstrapped C-statistic of 0.76 (95% CI: 0.71-0.81) for the prediction of 2-year MACE. Implementation of biomarker data conferred improved performance (0.83, 95% CI: 0.78-0.88), with a simplified model showing similar performance (0.80, 95% CI: 0.74-0.86). The biomarker-enhanced and simplified prediction models achieved a C-statistic of 0.82 (95% CI: 0.71-0.93) and 0.74 (95% CI: 0.64-0.83) for the prediction of 5-year cardiovascular death. Conclusion: Biomarker-enhanced risk prediction strategies allow the identification of cancer patients at high risk of MACE and cardiovascular death. While external validation studies are ongoing, this first-of-its-kind risk score may provide the basis for personalized cardiovascular risk assessment across cancer entities.
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)
- Amedeo Tirandi (ORCID: https://orcid.org/0000-0003-1875-0160)
- 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)
- Florian A. Wenzl (ORCID: https://orcid.org/0000-0001-6654-9918)
- Simon Kraler (ORCID: https://orcid.org/0000-0002-8245-7287)
- Davide Ramoni (ORCID: https://orcid.org/0009-0006-8457-9911)
- Anna Lisa
- Federica La Rosa (ORCID: https://orcid.org/0000-0003-1671-6057)
- 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)
- Alessandro Scuricini
- Aurora Gavoci
- Federica Frè
- Cristina Michelauz
- Simone Isoppo (ORCID: https://orcid.org/0009-0007-6552-1770)
- Curzia Tortorella
- Thomas F. Lüscher
Institutions
- University of Bern (CH)
- King's College London (GB)
- Medical University of Graz (AT)
- University of Zurich (CH)
- University Hospital of Bern (CH)
- Harefield Hospital (GB)
- Comprehensive Cancer Center Vienna (AT)
- University Hospital of Zurich (CH)
- Kantonsspital Baden (CH)
- Ospedale Policlinico San Martino (IT)
- Imperial College London (GB)
- Medical University of Vienna (AT)
- University of Genoa (IT)
Publication Details
- Journal
- Journal of Thrombosis and Haemostasis
- Published
- 2024-09-01
- DOI
- https://doi.org/10.1016/j.jtha.2024.07.019
- Citations
- 9
- Primary Topic
- GDF15 and Related Biomarkers
- Type
- article
- Field-Weighted Citation Impact
- 4.23
Funders
- Foundation for Cardiovascular Research
- Ministero della Salute
- Gesellschaft für Thrombose- und Hämostaseforschung