6533b830fe1ef96bd129687c

RESEARCH PRODUCT

Information transfer in QT-RR dynamics: Application to QT-correction

Ilya PotapovEsa RäsänenJoonas LatukkaJiyeong KimPerttu LuukkoKatriina Aalto-setälä

subject

AdultMaleInformation transfermedicine.medical_specialtyCorrection methodEntropyHeart Ventricles0206 medical engineeringAction Potentialslcsh:Medicine02 engineering and technology030204 cardiovascular system & hematology3121 Internal medicine114 Physical sciencesQT intervalArticleElectrocardiography03 medical and health sciences0302 clinical medicineHeart RateLääketieteen bioteknologia - Medical biotechnologyInternal medicinemedicineHumanslcsh:ScienceAgedMathematicsBeating rateMultidisciplinarylcsh:RSisätaudit - Internal medicineCorrected qtArrhythmias CardiacHeartMiddle Aged020601 biomedical engineeringHealthy individualsCardiologyFemalelcsh:QTransfer entropy3111 Biomedicine030217 neurology & neurosurgery

description

ABSTRACTThe relation between the electrical properties of the heart and the beating rate is essential for the heart functioning. This relation is central when calculating the “corrected QT interval” — an important measure of the risk of potentially lethal arrhythmias. We use the transfer entropy method from information theory to quantitatively study the mutual dynamics of the ventricular action potential duration (the QT interval) and the length of the beat-to-beat (RR) interval. We show that for healthy individuals there is a strong asymmetry in the information transfer: the information flow from RR to QT dominates over the opposite flow (from QT to RR), i.e. QT depends on RR to a larger extent than RR on QT. Moreover, the history of the intervals has a strong effect on the information transfer: at sufficiently long QT history length the information flow asymmetry inverts and the RR influence on QT dynamics weakens. Finally, we demonstrate that the widely used QT correction methods cannot properly capture the changes in the information flows between QT and RR. We conclude that our results obtained through a model-free informational perspective can be utilised to improve and test the QT correction schemes in clinics.

https://doi.org/10.1038/s41598-018-33359-1