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Published on: February 14, 2017
CARDIOKIN1: Computational Assessment of Myocardial Metabolic Capability in Healthy Controls and Patients With Valve
Nikolaus Berndt1, Johannes Eckstein1,2, Iwona Wallach1,2
1Institute of Computer-Assisted Cardiovascular Medicine (N.B., J.E., I.W., S.N., M. Kelm, L.G., M.S., A.H., T.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, and Humboldt-Universität zu Berlin, Germany.
Insights
Heart disease can impair the heart
Area of Science:
- Cardiology
- Biochemistry
- Computational Biology
Background:
- Heart diseases often reduce the heart muscle's pumping capacity.
- Mismatches in cardiomyocyte ATP production and demand contribute to heart dysfunction.
- Assessing myocardial ATP production (MVATP) relative to workload is crucial for understanding disease and guiding treatment.
Purpose of the Study:
- To develop and utilize a kinetic model of cardiac energy metabolism (CARDIOKIN1).
- To assess the energy status of the left ventricle in healthy individuals and patients with valvular heart disease.
- To investigate the relationship between myocardial ATP production, workload, and cardiac function.
Main Methods:
- Developed CARDIOKIN1, a comprehensive kinetic model of cardiac energy metabolism.
- Scaled maximal enzyme activities using protein abundance data from left ventricle tissue.
- Quantified left ventricular energy status, including ATP consumption at rest (MVATP[rest]) and maximal workload (MVATP[max]).
Main Results:
- Patients with aortic stenosis or mitral valve insufficiency showed increased MVATP[rest] and decreased MVATP[max] compared to controls.
- A reduced myocardial ATP production reserve was observed in patients, despite preserved ejection fraction.
- Energetic status correlated with mechanical energy demand and cardiac output, indicating coupled cardiac functionality and energetic performance.
Conclusions:
- Left ventricular ATP-producing capacity is diminished in patients with valvular dysfunction.
- Diminished ATP production capacity positively correlates with mechanical energy demand and cardiac output.
- Significant variability exists in myocardial energetic status among patients with similar clinical markers.
Background:
Many heart diseases can result in reduced pumping capacity of the heart muscle. A mismatch between ATP demand and ATP production of cardiomyocytes is one of the possible causes. Assessment of the relation between myocardial ATP production (MVATP) and cardiac workload is important for better understanding disease development and choice of nutritional or pharmacologic treatment strategies. Because there is no method for measuring MVATP in vivo, the use of physiology-based metabolic models in conjunction with protein abundance data is an attractive approach.
Method:
We developed a comprehensive kinetic model of cardiac energy metabolism (CARDIOKIN1) that recapitulates numerous experimental findings on cardiac metabolism obtained with isolated cardiomyocytes, perfused animal hearts, and in vivo studies with humans. We used the model to assess the energy status of the left ventricle of healthy participants and patients with aortic stenosis and mitral valve insufficiency. Maximal enzyme activities were individually scaled by means of protein abundances in left ventricle tissue samples. The energy status of the left ventricle was quantified by the ATP consumption at rest (MVATP[rest]), at maximal workload (MVATP[max]), and by the myocardial ATP production reserve, representing the span between MVATP(rest) and MVATP(max).
Results:
Compared with controls, in both groups of patients, MVATP(rest) was increased and MVATP(max) was decreased, resulting in a decreased myocardial ATP production reserve, although all patients had preserved ejection fraction. The variance of the energetic status was high, ranging from decreased to normal values. In both patient groups, the energetic status was tightly associated with mechanic energy demand. A decrease of MVATP(max) was associated with a decrease of the cardiac output, indicating that cardiac functionality and energetic performance of the ventricle are closely coupled.
Conclusions:
Our analysis suggests that the ATP-producing capacity of the left ventricle of patients with valvular dysfunction is generally diminished and correlates positively with mechanical energy demand and cardiac output. However, large differences exist in the energetic state of the myocardium even in patients with similar clinical or image-based markers of hypertrophy and pump function. Registration: URL: https://www.clinicaltrials.gov; Unique identifiers: NCT03172338 and NCT04068740.
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