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Electrocardiogram-based index for the assessment of drug-induced hERG potassium channel block
Laura Burattini1, Agnese Sbrollini1, Laura Scinocca1
1Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy.
Insights
A new electrocardiogram (ECG) index, BECG(%), reliably assesses drug-induced hERG channel block. This non-invasive method evaluates cardiac repolarization changes, aiding in predicting potential drug risks.
Area of Science:
- Cardiology
- Pharmacology
- Biophysics
Background:
- Drug-induced block of the hERG potassium channel can lead to dangerous heart rhythm abnormalities like torsade de pointes.
- Assessing this block non-invasively is crucial for drug safety and patient monitoring.
Purpose of the Study:
- To develop and validate a novel, reliable index for non-invasive assessment of drug-induced hERG potassium channel block.
- To utilize electrocardiographic T-wave features for this assessment.
Main Methods:
- Measured early repolarization duration (ERD30%) and T-wave slope to amplitude ratio (TS/A) in 22 healthy subjects receiving hERG blockers.
- Developed a regression model (BECG(%) = a·ERD30% + b·TS/A + c·ERD30%·TS/A + d) to predict hERG block.
- Compared ECG-derived BECG(%) with plasma-based reference measurements (BREF(%)).
Main Results:
- The regression model yielded specific coefficients (a=-561.0 s-1, b=-9.7 s, c=77.2, d=138.9).
- In the testing dataset, a strong correlation (r=0.67, p < 10-81) was found between BECG(%) and BREF(%).
- The estimation error was -11.5 ± 16.7%.
Conclusions:
- The developed BECG(%) index is a reliable non-invasive tool for assessing drug-induced hERG potassium channel block.
- This index is effective independently of concomitant blocks in other ion channels.
- The findings support the use of ECG T-wave features for predicting drug-induced cardiac repolarization abnormalities.
Introduction:
Drug-induced block of the hERG potassium channel could predispose to torsade de pointes, depending on occurrence of concomitant blocks of the calcium and/or sodium channels. Since the hERG potassium channel block affects cardiac repolarization, the aim of this study was to propose a new reliable index for non-invasive assessment of drug-induced hERG potassium channel block based on electrocardiographic T-wave features.
Methods:
ERD30% (early repolarization duration) and TS/A (down-going T-wave slope to T-wave amplitude ratio) features were measured in 22 healthy subjects who received, in different days, doses of dofetilide, ranolazine, verapamil and quinidine (all being hERG potassium channel blockers and the latter three being also blockers of calcium and/or sodium channels) while undergoing continuous electrocardiographic acquisition from which ERD30% and TS/A were evaluated in fifteen time points during the 24 h following drug administration ("ECG Effects of Ranolazine, Dofetilide, Verapamil, and Quinidine in Healthy Subjects" database by Physionet). A total of 1320 pairs of ERD30% and TS/A measurements, divided in training (50%) and testing (50%) datasets, were obtained. Drug-induced hERG potassium channel block was modelled by the regression equation BECG(%) = a·ERD30% + b·TS/A+ c·ERD30%·TS/A + d; BECG(%) values were compared to plasma-based measurements, BREF(%).
Results:
Regression coefficients values, obtained on the training dataset, were: a = -561.0 s-1, b = -9.7 s, c = 77.2 and d = 138.9. In the testing dataset, correlation coefficient between BECG(%) and BREF(%) was 0.67 (p < 10-81); estimation error was -11.5 ± 16.7%.
Conclusion:
BECG(%) is a reliable non-invasive index for the assessment of drug-induced hERG potassium channel block, independently from concomitant blocks of other ions.
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