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. Porta
Primo
;
V. Bari
Secondo
;
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.
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
2015
Book Part (author)
File in questo prodotto:
File Dimensione Formato  
Porta_EMBC_2015_HPQT.pdf

accesso riservato

Tipologia: Publisher's version/PDF
Dimensione 760.32 kB
Formato Adobe PDF
760.32 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/364057
Citazioni
  • ???jsp.display-item.citation.pmc??? 0
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 2
  • OpenAlex ND
social impact