AI has discovered new biomarkers for high-risk heart disease patients
Hypertrophic cardiomyopathy (HCM) is a condition in which muscle tissue in the heart becomes thicker, with no obvious cause. This makes the heart less able to pump blood effectively. People with HCM have a range of symptoms and it can cause death. Unfortunately, early-stage HCM can be a challenge to identify - which makes studying early-stage HCM difficult.
Owkin has created the largest global registry of over 1,000 pre-symptomatic HCM patients. We have then used AI to identify biomarkers that could indicate higher progression risk in certain patients. These findings are particularly valuable as they focus on early-stage patients, traditionally underrepresented in medical registries that typically concentrate on late-stage, symptomatic cases. These biomarkers enable more proactive monitoring and highlight the need to update treatment strategies for early-stage disease management.
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Utilizing a real-world data cohort spanning multiple centers, we described the natural history of early-stage HCM patients and identified risk factors for disease progression.