Artificial Intelligence to Enhance Precision Medicine in Cardio-Oncology: A Scientific Statement From the American Heart Association

医学 疾病 精密医学 心脏毒性 癌症 重症监护医学 个性化医疗 恶性肿瘤 内科学 肿瘤科 生物信息学 病理 化疗 生物
作者
Rohan Khera,Aarti Asnani,Jacob Krive,Daniel Addison,Han Zhu,Alexi Vasbinder,Matthew R. Fleming,Rima Arnaout,Pedram Razavi,Tochukwu Okwuosa
出处
期刊:Circulation [Wolters Kluwer]
标识
DOI:10.1161/hcg.0000000000000097
摘要

Artificial intelligence is poised to transform cardio-oncology by enabling personalized care for patients with cancer, who are at a heightened risk of cardiovascular disease due to both the disease and its treatments. The rising prevalence of cancer and the availability of multiple new therapeutic options has resulted in improved survival among patients with cancer and has expanded the scope of cardio-oncology to not only short-term but also long-term cardiovascular risks resulting from both cancer and its treatments. However, there is considerable heterogeneity in cardiovascular risk, driven by the nature of the malignancy as well as each individual’s unique characteristics. The use of novel therapies, such as targeted therapies and immune checkpoint inhibitors, across multiple cancer groups has also broadened the populations among which cardiotoxicity has become an important consideration of therapy. Therefore, the ability to understand and personalize cardiovascular risk management in patients with cancer is a key target for artificial intelligence, which can deduce and respond to complex patterns within the data. These advances necessitate an overview of established biomarkers of risk, spanning advanced imaging, diagnostic testing, and multi-omics, the evidence supporting their use, and the proven and proposed role of artificial intelligence in refining this risk to attain greater precision in risk prediction and management in cardio-oncologic care.
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