What determines the optimal pharmacological treatment of atrial fibrillation? Insights from in silico trials in 800 virtual atria.
Albert DasíMichael T B PopeRohan S WijesurendraTim R BettsRafael Sachetto OliveiraAlfonso Bueno-OrovioBlanca RodriguezPublished in: The Journal of physiology (2023)
The best pharmacological treatment for each atrial fibrillation (AF) patient is unclear. We aim to exploit AF simulations in 800 virtual atria to identify key patient characteristics that guide the optimal selection of anti-arrhythmic drugs. The virtual cohort considered variability in electrophysiology and low voltage areas (LVA) and was developed and validated against experimental and clinical data from ionic currents to ECG. AF sustained in 494 (62%) atria, with large inward rectifier K + current (I K1 ) and Na + /K + pump (I NaK ) densities (I K1 0.11 ± 0.03 vs. 0.07 ± 0.03 S mF -1 ; I NaK 0.68 ± 0.15 vs. 0.38 ± 26 S mF -1 ; sustained vs. un-sustained AF). In severely remodelled left atrium, with LVA extensions of more than 40% in the posterior wall, higher I K1 (median density 0.12 ± 0.02 S mF -1 ) was required for AF maintenance, and rotors localized in healthy right atrium. For lower LVA extensions, rotors could also anchor to LVA, in atria presenting short refractoriness (median L-type Ca 2+ current, I CaL , density 0.08 ± 0.03 S mF -1 ). This atrial refractoriness, modulated by I CaL and fast Na + current (I Na ), determined pharmacological treatment success for both small and large LVA. Vernakalant was effective in atria presenting long refractoriness (median I CaL density 0.13 ± 0.05 S mF -1 ). For short refractoriness, atria with high I Na (median density 8.92 ± 2.59 S mF -1 ) responded more favourably to amiodarone than flecainide, and the opposite was found in atria with low I Na (median density 5.33 ± 1.41 S mF -1 ). In silico drug trials in 800 human atria identify inward currents as critical for optimal stratification of AF patient to pharmacological treatment and, together with the left atrial LVA extension, for accurately phenotyping AF dynamics. KEY POINTS: Atrial fibrillation (AF) maintenance is facilitated by small L-type Ca 2+ current (I CaL ) and large inward rectifier K + current (I K1 ) and Na + /K + pump. In severely remodelled left atrium, with low voltage areas (LVA) covering more than 40% of the posterior wall, sustained AF requires higher I K1 and rotors localize in healthy right atrium. For lower LVA extensions, rotors can also anchor to LVA, if the atria present short refractoriness (low I CaL ) Vernakalant is effective in atria presenting long refractoriness (high I CaL ). For short refractoriness, atria with fast Na + current (I Na ) up-regulation respond more favourably to amiodarone than flecainide, and the opposite is found in atria with low I Na . The inward currents (I CaL and I Na ) are critical for optimal stratification of AF patient to pharmacological treatment and, together with the left atrial LVA extension, for accurately phenotyping AF dynamics.
Keyphrases
- atrial fibrillation
- left atrial
- catheter ablation
- left atrial appendage
- oral anticoagulants
- direct oral anticoagulants
- case report
- percutaneous coronary intervention
- molecular docking
- blood pressure
- acute coronary syndrome
- heart rate
- combination therapy
- machine learning
- emergency department
- mitral valve
- ionic liquid
- heart rate variability
- inferior vena cava
- protein kinase
- single cell
- venous thromboembolism