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[New targets for prevention: identification of specific disease mechanisms]
1Heart Care Foundation, Firenze. amaseri@heartcarefound.org
Abstract:
Current therapeutic strategies have proven to be remarkably effective in correcting known cardiovascular risk factors but coronary events still occur in a significant number of patients. New therapeutic targets should be pursued in order to overcome traditional research methodology, which is focused on the reduction of the mean values. Novel clinical approaches should be based on the analysis of the outliers rather than focusing only on the distribution of the mean values. In this subset of patients that deviate most from the average, the identification of peculiar features is easier and may subsequently help to detect the same, but less marked, characteristics in the general patient population. An individually tailored therapy based on the underlying etiologic factors will be more effective than the present optimal treatment. The study of these outliers may lead to identify new cardiovascular risk factors and new therapeutic targets for future pharmacological research.
Insights
Focusing on outlier patients, not just averages, can reveal new cardiovascular risk factors and targets. This approach enables personalized therapies for better patient outcomes and future drug development.
Area of Science:
- Cardiology
- Pharmacology
- Biostatistics
Context:
- Current cardiovascular risk factor treatments are effective but do not prevent all coronary events.
- Traditional research focuses on mean value reduction, potentially overlooking crucial patient subgroups.
Purpose:
- To propose a novel research methodology focusing on outlier patients for identifying new cardiovascular risk factors and therapeutic targets.
- To advocate for individually tailored therapies based on unique patient etiological factors.
Summary:
- Investigating patients who significantly deviate from the average (outliers) can more easily reveal distinct characteristics.
- These identified outlier characteristics, even when less pronounced, may be present in the general patient population.
- This outlier-focused approach aims to uncover novel cardiovascular risk factors and inform future pharmacological research.
Impact:
- Shifts research focus from population averages to individual patient variability for more effective treatments.
- Enables the development of personalized cardiovascular therapies tailored to specific etiological factors.
- Potentially leads to the discovery of new drug targets and improved prevention of coronary events.
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