Validation of a predictive index of early cardiotoxicity due to chemotherapy in patients with breast cancer

Authors

Keywords:

cardiotoxicidad; cáncer de mama; quimioterapia; predicción; índice de riesgo; validación; Cardiooncología.

Abstract

Introduction: Chemotherapy-induced cardiotoxicity is one of the leading causes of mortality in patients with breast cancer. Currently, there is no validated predictive index capable of identifying the risk of developing this complication at an early stage.
Objective: To validate a predictive index for early cardiotoxicity caused by chemotherapy in patients with breast cancer.

Methods: An analytical cohort study was conducted in 629 breast cancer patients treated with anthracyclines and taxanes at the Carlos Manuel de Céspedes Hospital in Bayamo, Cuba, between January 2019 and May 2022. A predictive index was developed using a sample of 327 patients and validated in an independent cohort of 302 patients. Sensitivity, specificity, predictive values, internal consistency (Cronbach’s alpha), calibration (Hosmer-Lemeshow test), and discriminatory capacity were evaluated. The index was compared against the SCORE2 scale as a reference standard.

Results: The index demonstrated excellent discriminatory capacity (area under the curve: 0.927 in the development cohort and 0.871 in the validation cohort). Sensitivity was 80.3% and specificity 99.2%, with a positive predictive value of 93.1% and a negative predictive value of 86.5%. The Hosmer-Lemeshow test showed good calibration (p = 0.222). Cronbach’s alpha coefficient was 0.712. The index outperformed SCORE2 in predictive power and clinical applicability in this setting.

Conclusions: The validated index reliably predicts the risk of cardiotoxicity and represents a useful tool for risk stratification and the implementation of cardioprotective strategies.

Downloads

Download data is not yet available.

Author Biography

Dr. C. Julio Alberto Pérez Domínguez, Hospital General Provincial "Carlos Manuel de Céspedes". Servicio de Cardiología.

Especialista de II grado en Cardiología, (Universidad de Ciencias Médicas de Holguín 2016. Doctor en Ciencias Médicas, (Universidad de Ciencias Médicas de Santiago de Cuba 2023); Profesor e investigador titular de la Universidad de Ciencias Médicas de Granma.

 Jefe de la Cátedra docente de Cardiología. Presidente del Capitulo Granma de la Sociedad Cubana de Cardiología

References

1. Global Burden of Disease 2019 Cancer Collaboration, Kocarnik JM, Compton K, et al. Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life Years for 29 Cancer Groups From 2010 to 2019: A Systematic Analysis for the Global Burden of Disease Study 2019. JAMA Oncol. 2022;8(3):420-444. DOI:10.1001/jamaoncol.2021.6987

2. Puckett LL, Saba SG, Henry S, Rosen S, Rooney E, Filosa SL, et al. Cardiotoxicity screening of long-term, breast cancer survivors. The CAROLE (Cardiac-Related Oncologic Late Effects) Study. Cancer Med. 2021; 10(15):5051-5061.

DOI:10.1002/cam4.4037

3. Couch LS, Lyon AR, López-Fernández T. Cardio-oncology: a new field requiring guidance. Eur Heart J Cardiovasc Imaging. 2023; 24(3):e47. DOI:10.1093/ehjci/jeac250

4. Upshaw JN, Ruthazer R, Miller KD, Parsons S K, Erban J K, O'Neill A M, et al. Personalized decision making in early stage breast cancer: applying clinical prediction models for anthracycline cardiotoxicity and breast cancer mortality demonstrates substantial heterogeneity of benefit-harm trade-off. Clin Breast Cancer. 2019; 19(4):259-267.e1. DOI:10.1016/j.clbc.2019.04.012

5. Averbuch T, Mamas MA, Van Spall HGC. Predicting risk of cardiotoxic effects in breast cancer: Are we there yet? JAMA Netw Open. 2023; 6(2):e230577.

DOI:10.1001/jamanetworkopen.2023.0577

6. Romann SW, Frey N, Lehmann L. Update zur ESC-LeitlinieKardioonkologie [The Cardio-Oncology Guideline - A Comprehensive Approach to Managing Cardiovascular Risks in Cancer Patients]. DtschMedWochenschr. 2024;149(12):719-723. DOI:10.1055/a-2104-6363

7. Leerink JM, Ehrhardt MJ, van Dalen EC. A call for harmonized surveillance recommendations in cardio-oncology. Eur Heart J. 2023; 44(31):3017-3018. DOI:10.1093/eurheartj/ehad268

8. Lyon AR, Dent S, Stanway S, Earl H, Brezden-Masley C, Cohen-Solal A, et al. Baseline cardiovascular risk assessment in cancer patients scheduled to receive cardiotoxic cancer therapies: a position statement and new risk assessment tools from the Cardio-Oncology Study Group of the Heart Failure Association of the European Society of Cardiology in collaboration with the International Cardio-Oncology Society. Eur J Heart Fail. 2020;22(11):1945-60.

DOI: https://doi.org/10.1002/ejhf.1920

9. Lyon AR, López-Fernández T, Couch LS, Asteggiano R, Aznar MC,Bergler-Klein J, et al. 2022 ESC Guidelines on cardio-oncology developed in collaboration with the European Hematology Association (EHA), the European Society for Therapeutic Radiology and Oncology (ESTRO) and the International Cardio-Oncology Society (IC-OS): Developed by the task force on cardio-oncology of the European Society of Cardiology (ESC). Eur Heart J, 2022; 43(41): 4229–4361.

DOI:https://doi.org/10.1093/eurheartj/ehac244

10. López Fernández T, Martín García A, Santaballa Beltrán A, Montero Luis A, García Sanz R, Monzón Ramos P, et al. Cardio-Onco-Hematología en la práctica clínica. Documento de consenso y recomendaciones. RevEspCardiol. 2017;70(6):474-86. DOI: https://doi.org/10.1016/j.recesp.2016.12.021

11. Código de Núremberg (1946). Observatori de Bioética i Dret. Parc Cientific de Barcelona. 2008. [acceso 06/09/2023]. Disponible en:

http://www.pcb.ub.es/bioeticaidret/archivos/norm/CodigoNuremberg.pdf

12. Declaración de Helsinki de la Asociación Médica Mundial (AMM). Principios éticos para las investigaciones médicas en seres humanos. Asociación Médica Mundial. WMA. 2017. [acceso 07/09/2023]. Disponible en:

https://www.wma.net/es/policies-post/declaracion-de-helsinki-de-la-amm-principios-eticos-para-las-investigaciones-medicas-en-seres-humanos/

13. Pérez Domínguez JA, González Aguilera JC, Álvarez Aliaga A, Rodríguez Peña MM. Índice predictivo de cardiotoxicidad precoz por quimioterapia en pacientes con cáncer de mama. Rev. cuba. cardiol. cir.cardiovasc. [Internet]. 28 de junio de 2024 [citado 6 de julio de 2025];30: e2250. Disponible en:

https://revcardiologia.sld.cu/index.php/revcardiologia/article/view/2250

14. Teske AJ. The ESC cardio-oncology 2022 guidelines; the ball is in our court. Eur Heart J Cardiovasc Imaging. 2023; 24(3):e45-e46. DOI:10.1093/ehjci/jeac219

15. Hueting TA, van Maaren MC, Hendriks MP, Koffijberg H, Siesling S. The majority of 922 prediction models supporting breast cancer decision-making are at high risk of bias. J ClinEpidemiol. 2022; 152:238-247.

DOI:10.1016/j.jclinepi.2022.10.016

16. Kaboré EG, Macdonald C, Kaboré A, Didier R, Arveux P, Meda N, et al. Risk prediction models for cardiotoxicity of chemotherapy among patients with breast cancer: a systematic review. JAMA Netw Open. 2023; 6(2):e230569.

DOI:10.1001/jamanetworkopen.2023.0569

17. Esteban-Fernández A, Carvajal Estupiñan JF, Gavira-Gómez JJ, Pernas, S., Moliner, P., Garay, A., Sánchez-González, Á, et al. Clinical profile and prognosis of a real-world cohort of patients with moderate or severe cancer therapy-induced cardiac dysfunction. Front Cardiovasc Med. 2021; 8:721080.

DOI:10.3389/fcvm.2021.721080

18. McKay AJ, Gunn LH, Ference BA, Dorresteijn, J., Berkelmans, G., Visseren, F, et al. Is the SMART risk prediction model ready for real-world implementation? A validation study in a routine care setting of approximately 380 000 individuals. Eur J PrevCardiol. 2022; 29(4):654-663. DOI:10.1093/eurjpc/zwab093

19. Battisti NML, Andres MS, Lee KA, Ramalingam S, Nash T, Mappouridou S, et al. Incidence of cardiotoxicity and validation of the Heart Failure Association-International Cardio-Oncology Society risk stratification tool in patients treated with trastuzumab for HER2-positive early breast cancer. Breast Cancer Res Treat. 2021; 188(1):149-163. DOI: 10.1007/s10549-021-06192-w

20. Cronin M, Crowley A, Davey MG, Ryan P, Abdelshafy M, Elkoumy A, et al. Heart Failure Association-International Cardio-Oncology Society Risk Score Validation in HER2-Positive Breast Cancer. J Clin Med. 2023; 12(4):1278. DOI: 10.3390/jcm12041278

21. Abdel-Qadir H, Thavendiranathan P, Austin PC, Lee DS, Amir E, Tu JV, et al. Development and validation of a multivariable prediction model for major adverse cardiovascular events after early stage breast cancer: a population-based cohort study. Eur Heart J. 2019; 40(48):3913-3920. DOI:10.1093/eurheartj/ehz460

22. Rodriguez R, Joseph H, Macrito R, Lee TA, Sweiss K. Risk prediction models for antineoplastic-associated cardiotoxicity in treatment of breast cancer: A systematic review. Am J HealthSystPharm. 2023; 80(19):1315-1325. DOI:10.1093/ajhp/zxad147

23. Rivero-Santana B, Saldaña-García J, Caro-Codón J, Zamora P, Moliner P, Martínez Monzonis A, et al, onbehalf of the CARDIOTOX RegistryInvestigators. Anthracycline-induced cardiovascular toxicity: validation of the Heart Failure Association and International Cardio-Oncology Society risk score. Eur Heart J. 2024; 00: 1-12. https://doi.org/10.1093/eurheartj/ehae496

Published

2026-04-16

How to Cite

1.
Pérez Domínguez DCJA. Validation of a predictive index of early cardiotoxicity due to chemotherapy in patients with breast cancer. Rev. cuba. cardiol. cir. cardiovasc. [Internet]. 2026 Apr. 16 [cited 2026 Apr. 22];32. Available from: https://revcardiologia.sld.cu/index.php/revcardiologia/article/view/3353

Issue

Section

Original Articles