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Non-invasive imaging as the cornerstone of cardiovascular precision medicine
Stephan Achenbach1, Friedrich Fuchs2, Alexandra Goncalves3,4
1Department of Cardiology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Universitätsklinikum Erlangen Medizinische Klinik 2-Kardiologie und Angiologie, Ulmenweg 18, 91054 Erlangen, Germany.
Insights
Cardiovascular (CV) imaging is crucial for precision medicine in heart disease. Advanced imaging techniques, combined with AI and omics, will personalize diagnosis and treatment for better patient outcomes.
Area of Science:
- Cardiovascular Imaging
- Precision Medicine
- Heart Disease
Background:
- Non-invasive CV imaging is vital for accurate patient phenotyping in coronary artery disease (CAD) and heart failure (HF).
- Multiple imaging modalities are often required for comprehensive diagnosis and management.
- Imaging aids in detecting stenoses, assessing cardiac function, quantifying damage, and identifying high-risk plaques.
Purpose of the Study:
- To review the role of cardiovascular imaging in advancing precision medicine for cardiovascular diseases.
- To highlight how imaging facilitates personalized diagnosis and treatment strategies.
Main Methods:
- Review of various non-invasive and invasive CV imaging modalities (echocardiography, nuclear cardiology, CT, CMR, angiography).
- Examples provided for CAD (stenosis detection, functional assessment, plaque imaging) and HF (etiology identification, damage quantification).
Main Results:
- Imaging is essential for individualizing diagnosis and management in CAD and HF.
- It helps determine optimal treatments to improve patient response and outcomes.
- Advances in imaging improve accuracy, sensitivity, and prognostic assessments.
Conclusions:
- Future state-of-the-art approaches will integrate imaging with AI, machine learning, and omics data.
- This integration will enhance understanding of CAD and HF pathologies.
- It will drive the development of novel, targeted therapies for cardiovascular diseases.
Aims:
To provide an overview of the role of cardiovascular (CV) imaging in facilitating and advancing the field of precision medicine in CV disease.
Methods And Results:
Non-invasive CV imaging is essential to accurately and efficiently phenotype patients with heart disease, including coronary artery disease (CAD) and heart failure (HF). Various modalities, such as echocardiography, nuclear cardiology, cardiac computed tomography (CT), cardiovascular magnetic resonance (CMR), and invasive coronary angiography, and in some cases a combination, can be required to provide sufficient information for diagnosis and management. Taking CAD as an example, imaging is essential for the detection and functional assessment of coronary stenoses, as well as for the quantification of cardiac function and ischaemic myocardial damage. Furthermore, imaging may detect and quantify coronary atherosclerosis, potentially identify plaques at increased risk of rupture, and guide coronary interventions. In patients with HF, imaging helps identify specific aetiologies, quantify damage, and assess its impact on cardiac function. Imaging plays a central role in individualizing diagnosis and management and to determine the optimal treatment for each patient to increase the likelihood of response and improve patient outcomes.
Conclusions:
Advances in all imaging techniques continue to improve accuracy, sensitivity, and standardization of functional and prognostic assessments, and identify established and novel therapeutic targets. Combining imaging with artificial intelligence, machine learning and computer algorithms, as well as with genomic, transcriptomic, proteomic, and metabolomic approaches, will become state of the art in the future to understand pathologies of CAD and HF, and in the development of new, targeted therapies.
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