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Updated: Oct 25, 2025

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Decision Science Can Inform Clinical Trade-Offs Regarding Cardiotoxic Cancer Treatments
Arielle S Gillman1, Jacqueline B Vo2, Anju Nohria3
1Division of Cancer Control and Population Sciences, Cancer Prevention Fellowship Program, Basic Biobehavioral and Psychological Sciences Branch, Behavioral Research Program, National Cancer Institute, Bethesda, MD, USA.
Insights
Cancer treatment can harm the heart, leading to cardiotoxicity. Doctors and patients may overlook less cardiotoxic options due to mental shortcuts, impacting cancer survivorship.
Area of Science:
- Oncology
- Cardiology
- Behavioral Science
Background:
- Cardiotoxicity is a major concern for cancer survivors, causing non-cancer deaths.
- Heart disease is the leading cause of death in cancer survivors.
- A tradeoff exists between aggressive cancer treatment and preventing future cardiotoxicity.
Purpose of the Study:
- To examine how cognitive heuristics influence decisions regarding cancer treatment and cardiotoxicity.
- To highlight the impact of mental shortcuts on choosing between aggressive treatment and heart health.
- To propose solutions for mitigating bias in clinical oncology.
Main Methods:
- Review of research on cognitive heuristics and medical decision-making.
- Application of heuristic research to the cancer treatment vs. cardiotoxicity tradeoff.
- Discussion of implications for oncology practice and future research.
Main Results:
- Cognitive heuristics like delay discounting and default bias can lead to suboptimal treatment choices.
- These mental shortcuts can cause providers and patients to overlook less cardiotoxic yet effective cancer treatments.
- Bias in decision-making can negatively affect cancer survivorship by increasing cardiotoxicity risk.
Conclusions:
- Cognitive heuristics significantly impact clinical decisions regarding cancer treatment and cardiotoxicity.
- Addressing these biases is crucial for improving cancer survivorship and patient outcomes.
- Further research is needed to develop strategies for reducing bias in oncology practice.
Abstract:
Cancer treatment-related cardiotoxicity (ie, heart failure, coronary artery disease, vascular diseases, arrhythmia) is a growing cancer survivorship concern within oncology practice; heart disease is the leading cause of noncancer death in cancer survivors and surpasses cancer as the leading cause of death for some cancers with higher survival rates. The issue of cardiotoxicity introduces a critical tradeoff that must be acknowledged and reconciled in clinical oncology practice: treating cancer aggressively and effectively in the present vs preventing future cardiotoxicity. Although many cancers must be treated as aggressively as possible, for others, multiple treatment options are available. Yet even when effective and less cardiotoxic treatments are available, they are not always chosen. Wariness to choose equally effective but less cardiotoxic treatment options may result in part from providers' and patients' reliance on "cognitive heuristics," or mental shortcuts that people (including, research shows, medical professionals) use to simplify complex judgments. These heuristics include delay discounting, availability and affect heuristics, and default bias. In the current commentary, we describe relevant research that illuminates how use of heuristics leads to biased medical decision making and translate how this research may apply when the tradeoff between aggressive cancer treatment and preventing future cardiotoxicity is considered. We discuss the implications of these biases in oncology practice, offer potential solutions to reduce bias, and call for future research in this area.
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