Evaluation of cardiorespiratory coupling (CRC) usually requires the simultaneous recording of heart period (HP) variability, derived from the electrocardiogram (ECG), and respiration. ECG-derived respiration (ECGDR) exploits the cardiac axis movement due to respiration to estimate respiratory activity directly from the ECG. Since CRC indexes could theoretically be computed using ECGDR, a comparison with results obtained through a more precise monitoring of respiratory activity such as the respiratory flow (RF) is warranted. Therefore, a mixed unpredictability index (MUPI) of HP variability from respiratory dynamics, computed via local k-nearest-neighbor approach, was calculated using ECGDR and RF in patients with preserved functional capacity (PFC) and with reduced functional capacity (RFC) before and after cardiopulmonary exercise test (CPET) protocol. The MUPI computed from RF was found to be significantly increased in PFC patients after CPET protocol, while no effect could be observed when considering the ECGDR. Moreover, the correlation between the two MUPI indexes was limited. We conclude that indexes of CRC might require more direct measures of respiration than ECGDR to detect pathophysiological differences.

Comparison between ECG-derived respiration and respiratory flow for the assessment of cardiorespiratory coupling before and after cardiopulmonary exercise test protocol / B. Cairo, V. Bari, F. Gelpi, B. De Maria, A. Mollo, F. Bandera, A. Porta. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-8861. - 49:(2022 Sep), pp. 1-4. (Intervento presentato al 49. convegno CinC Computing in Cardiology : 4th through 7th September tenutosi a Tampere (Finland) nel 2022) [10.22489/CinC.2022.103].

Comparison between ECG-derived respiration and respiratory flow for the assessment of cardiorespiratory coupling before and after cardiopulmonary exercise test protocol

B. Cairo
Primo
;
V. Bari
Secondo
;
F. Gelpi;F. Bandera
Penultimo
;
A. Porta
Ultimo
2022

Abstract

Evaluation of cardiorespiratory coupling (CRC) usually requires the simultaneous recording of heart period (HP) variability, derived from the electrocardiogram (ECG), and respiration. ECG-derived respiration (ECGDR) exploits the cardiac axis movement due to respiration to estimate respiratory activity directly from the ECG. Since CRC indexes could theoretically be computed using ECGDR, a comparison with results obtained through a more precise monitoring of respiratory activity such as the respiratory flow (RF) is warranted. Therefore, a mixed unpredictability index (MUPI) of HP variability from respiratory dynamics, computed via local k-nearest-neighbor approach, was calculated using ECGDR and RF in patients with preserved functional capacity (PFC) and with reduced functional capacity (RFC) before and after cardiopulmonary exercise test (CPET) protocol. The MUPI computed from RF was found to be significantly increased in PFC patients after CPET protocol, while no effect could be observed when considering the ECGDR. Moreover, the correlation between the two MUPI indexes was limited. We conclude that indexes of CRC might require more direct measures of respiration than ECGDR to detect pathophysiological differences.
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
Settore MED/11 - Malattie dell'Apparato Cardiovascolare
set-2022
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/970493
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