The study exploits a Wiener-Granger causality (WGC) approach in the time domain to assess directionality of the dynamical interactions between QT interval and heart period (HP) during a graded head-up tilt protocol challenging the cardiovascular control as a function of the tilt table inclination. QT interval and HP are approximated from the surface ECG as the temporal distance between the R-wave apex and T-wave offset and between two consecutive R-wave peaks respectively. The adopted WGC approach accounts for the confounding effect of respiration (RESP) affecting both QT and HP. Causality ratios (CRs) from HP to QT given RESP (CRHP→QT-RESP) and from QT to HP given RESP (CRQT→HP-RESP) were computed and their significance was tested via F-test. We found that, regardless of the tilt table angle, CRHP→QT-RESP is significant, while CRQT→HP-RESP is negligible. CRHP→QT-RESP showed a trend towards a decrease with tilt table angle. These findings suggested that the causal direction from HP over QT is dominant compared to the reverse one and sympathetic activation induced a QT-HP uncoupling.
Wiener-Granger causality in QT-HP variability interactions / A. Porta, V. Bari, A. Marchi, B. De Maria, S. Cerutti (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE[s.l] : IEEE Press, 2015. - ISBN 9781424492718. - pp. 1781-1784 (( Intervento presentato al 37. convegno EMBS tenutosi a Milano nel 2015 [10.1109/EMBC.2015.7318724].
Wiener-Granger causality in QT-HP variability interactions
A. PortaPrimo
;V. BariSecondo
;
2015
Abstract
The study exploits a Wiener-Granger causality (WGC) approach in the time domain to assess directionality of the dynamical interactions between QT interval and heart period (HP) during a graded head-up tilt protocol challenging the cardiovascular control as a function of the tilt table inclination. QT interval and HP are approximated from the surface ECG as the temporal distance between the R-wave apex and T-wave offset and between two consecutive R-wave peaks respectively. The adopted WGC approach accounts for the confounding effect of respiration (RESP) affecting both QT and HP. Causality ratios (CRs) from HP to QT given RESP (CRHP→QT-RESP) and from QT to HP given RESP (CRQT→HP-RESP) were computed and their significance was tested via F-test. We found that, regardless of the tilt table angle, CRHP→QT-RESP is significant, while CRQT→HP-RESP is negligible. CRHP→QT-RESP showed a trend towards a decrease with tilt table angle. These findings suggested that the causal direction from HP over QT is dominant compared to the reverse one and sympathetic activation induced a QT-HP uncoupling.| File | Dimensione | Formato | |
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