47 results on '"cardiorespiratory interaction"'
Search Results
2. Variability of cardiorespiratory interactions under different breathing patterns
- Author
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Lukarski, Dushko, Stavrov, Dushko, and Stankovski, Tomislav
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- 2022
- Full Text
- View/download PDF
3. Chapter 9 - Pulmonary-cardiovascular interaction
- Author
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Noori, Shahab, Fisher, Elizabeth R., and Kluckow, Martin
- Published
- 2025
- Full Text
- View/download PDF
4. Cardiorespiratory and autonomic-nervous-system functioning of drug abusers treated by Zen meditation
- Author
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Lo, Pei-Chen, Tsai, Ping-Hsien, Kang, Hui-Jane, and Miao Tian, Wu Jue
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- 2019
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- View/download PDF
5. Case report: Extreme respiratory sinus arrhythmia in a non-athlete female student - a peculiar finding at the Physiology practicum.
- Author
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Karemaker, John M.
- Subjects
SINUS arrhythmia ,SINOATRIAL node ,BLOOD pressure ,VAGUS nerve ,CARDIAC pacing ,EXTREME sports - Abstract
During an ECG-training course, a case of extreme respiratory sinus arrhythmia (RSA) was found in a 19-year-old slender, female student who was not active in sports. The heart rate (HR) fluctuated from above 100 to below 60 beats per minute (bpm), often from one beat to the next. The pattern was repetitive and appeared to be linked to respiration, representing an extreme form of RSA. The initial recording of the HR and blood pressure (BP) by finger blood pressure showed concomitant drops in diastolic BP of up to 25 mmHg. The student agreed to participate in a short follow-up study, during which HR, BP, and respiration (measured by temperature and pCO
2 of the airflow at the nose) were recorded in the supine and upright tilted positions. Measurements were taken during 5 min of rest, during paced breathing (1 min each at 6, 10, and 15 breaths per min), and during end-expiratory breath-hold. This study presents a beat-by-beat analysis of the observed interrelations between respiration, HR, and BP. Her respiratory rate with maximal RSA was found to be only slightly lower than the spontaneous rate, at 10 versus 12 breaths per min. From the combined observations, it was concluded that, in this case, the baroreflex relationship between spontaneous BP and HR changes was overridden by near on/off gating of (possibly massive) cardiac vagal outflow. This is due to a central, respiration-coupled gating mechanism, with the vagus nerve being "on" during expiration and "off" during inspiration. Such a system will destabilize blood pressure. It shows an evolutionary remnant of optimizing lung perfusion during air inflation, regardless of the consequences for systemic blood pressure. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
6. Use of cardiorespiratory coherence to separate spectral bands of the heart rate variability
- Author
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Daoud, Mohamed, Ravier, Philippe, and Buttelli, Olivier
- Published
- 2018
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- View/download PDF
7. Case report: Extreme respiratory sinus arrhythmia in a non-athlete female student - a peculiar finding at the Physiology practicum
- Author
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John M. Karemaker
- Subjects
vagus nerve ,cardiorespiratory interaction ,evolution ,respiratory gating ,baroreflex ,heart rate ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
During an ECG-training course, a case of extreme respiratory sinus arrhythmia (RSA) was found in a 19-year-old slender, female student who was not active in sports. The heart rate (HR) fluctuated from above 100 to below 60 beats per minute (bpm), often from one beat to the next. The pattern was repetitive and appeared to be linked to respiration, representing an extreme form of RSA. The initial recording of the HR and blood pressure (BP) by finger blood pressure showed concomitant drops in diastolic BP of up to 25 mmHg. The student agreed to participate in a short follow-up study, during which HR, BP, and respiration (measured by temperature and pCO2 of the airflow at the nose) were recorded in the supine and upright tilted positions. Measurements were taken during 5 min of rest, during paced breathing (1 min each at 6, 10, and 15 breaths per min), and during end-expiratory breath-hold. This study presents a beat-by-beat analysis of the observed interrelations between respiration, HR, and BP. Her respiratory rate with maximal RSA was found to be only slightly lower than the spontaneous rate, at 10 versus 12 breaths per min. From the combined observations, it was concluded that, in this case, the baroreflex relationship between spontaneous BP and HR changes was overridden by near on/off gating of (possibly massive) cardiac vagal outflow. This is due to a central, respiration-coupled gating mechanism, with the vagus nerve being “on” during expiration and “off” during inspiration. Such a system will destabilize blood pressure. It shows an evolutionary remnant of optimizing lung perfusion during air inflation, regardless of the consequences for systemic blood pressure.
- Published
- 2024
- Full Text
- View/download PDF
8. Chapter 1 - Evolution of the cardiovascular autonomic nervous system in vertebrates
- Author
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Wang, Tobias, Filogonio, Renato, and Joyce, William
- Published
- 2023
- Full Text
- View/download PDF
9. SVM-based feature selection to optimize sensitivity–specificity balance applied to weaning
- Author
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Garde, Ainara, Voss, Andreas, Caminal, Pere, Benito, Salvador, and Giraldo, Beatriz F.
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- 2013
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10. Method of Extracting the Instantaneous Phases and Frequencies of Respiration from the Signal of a Photoplethysmogram.
- Author
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Borovkova, Ekaterina I., Ponomarenko, Vladimir I., Karavaev, Anatoly S., Dubinkina, Elizaveta S., and Prokhorov, Mikhail D.
- Subjects
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PHOTOPLETHYSMOGRAPHY , *RESPIRATION , *WAVELET transforms , *FREQUENCY spectra , *SIGNAL processing - Abstract
We propose for the first time a method for extracting the instantaneous phases of respiration from the signal of a photoplethysmogram (PPG). In addition to the instantaneous phases of respiration, this method allows for more accurately extracting the instantaneous frequencies of respiration from a PPG than other methods. The proposed method is based on a calculation of the element-wise product of the wavelet spectrum of a PPG and the sequence of intervals between the heartbeats extracted from a PPG, and a calculation of the skeleton of the resulting spectrum in the respiratory frequency range. It is shown that such an element-wise product makes it possible to extract the instantaneous phases and instantaneous frequencies of respiration more accurately than using the wavelet transform of a PPG signal or the sequence of the heartbeat intervals. The proposed method was verified by analyzing the signals from healthy subjects recorded during stress-inducing cognitive tasks. This method can be used in wearable devices for signal processing. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
11. Chapter 17 - Pulmonary-Cardiovascular Interaction
- Author
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Noori, Shahab and Kluckow, Martin
- Published
- 2019
- Full Text
- View/download PDF
12. Investigating Cardiorespiratory Interaction Using Ballistocardiography and Seismocardiography—A Narrative Review.
- Author
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Balali, Paniz, Rabineau, Jeremy, Hossein, Amin, Tordeur, Cyril, Debeir, Olivier, and van de Borne, Philippe
- Subjects
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HEART beat , *CENTER of mass , *RESPIRATION , *SLEEP disorders , *EXTREME environments , *VENTILATION monitoring - Abstract
Ballistocardiography (BCG) and seismocardiography (SCG) are non-invasive techniques used to record the micromovements induced by cardiovascular activity at the body's center of mass and on the chest, respectively. Since their inception, their potential for evaluating cardiovascular health has been studied. However, both BCG and SCG are impacted by respiration, leading to a periodic modulation of these signals. As a result, data processing algorithms have been developed to exclude the respiratory signals, or recording protocols have been designed to limit the respiratory bias. Reviewing the present status of the literature reveals an increasing interest in applying these techniques to extract respiratory information, as well as cardiac information. The possibility of simultaneous monitoring of respiratory and cardiovascular signals via BCG or SCG enables the monitoring of vital signs during activities that require considerable mental concentration, in extreme environments, or during sleep, where data acquisition must occur without introducing recording bias due to irritating monitoring equipment. This work aims to provide a theoretical and practical overview of cardiopulmonary interaction based on BCG and SCG signals. It covers the recent improvements in extracting respiratory signals, computing markers of the cardiorespiratory interaction with practical applications, and investigating sleep breathing disorders, as well as a comparison of different sensors used for these applications. According to the results of this review, recent studies have mainly concentrated on a few domains, especially sleep studies and heart rate variability computation. Even in those instances, the study population is not always large or diversified. Furthermore, BCG and SCG are prone to movement artifacts and are relatively subject dependent. However, the growing tendency toward artificial intelligence may help achieve a more accurate and efficient diagnosis. These encouraging results bring hope that, in the near future, such compact, lightweight BCG and SCG devices will offer a good proxy for the gold standard methods for assessing cardiorespiratory function, with the added benefit of being able to perform measurements in real-world situations, outside of the clinic, and thus decrease costs and time. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
13. NOVEL FINDINGS ON CARDIORESPIRATORY ROLE SWAPPING BY ASSESSING NONLINEAR DYNAMICAL INTERACTIONS.
- Author
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Lo, Pei-Chen
- Subjects
NONLINEAR dynamical systems ,PHASE space ,RESPIRATION ,LEFT heart atrium - Published
- 2022
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- View/download PDF
14. Treatment of Cheyne–Stokes respiration with adaptive servoventilation—analysis of patients with regard to therapy restriction.
- Author
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Stieglitz, Sven, Galetke, Wolfgang, and Esquinas, Antonio
- Subjects
- *
AORTIC stenosis , *LEFT ventricular hypertrophy , *VENTRICULAR ejection fraction , *HEART failure patients , *MORTALITY - Abstract
Purpose: The SERVE-HF study revealed no benefit of adaptive servoventilation (ASV) versus guideline-based medical treatment in patients with symptomatic heart failure, an ejection fraction (EF) ≤45% and a predominance of central events (apnoea-hypopnea Index [AHI] > 15/h). Because both all-cause and cardiovascular mortality were higher in the ASV group, an EF ≤ 45% in combination with AHI 15/h, central apnoea-hyponoea index [CAHI/AHI] > 50% and central apnoea index [CAI] > 10/h were subsequently listed as contraindications for ASV. The intention of our study was to analyse the clinical relevance of this limitation. Methods: Data were analysed retrospectively for patients treated with ASV who received follow-up echocardiography to identify contraindications for ASV. Results: Echocardiography was conducted in 23 patients. The echocardiogram was normal in 10 cases, a left ventricular hypertrophy with normal EF was found in 8 patients, there was an EF 45–50% in 2 cases and a valvular aortic stenosis (grade II) with normal EF was found in 1 case. EF <45% was present in just 2 cases, and only 1 of these patients also had more than 50% central events in the diagnostic night. Conclusion: The population typically treated with ASV is entirely different from the study population in SERVE-HF, as nearly half of the patients treated with ASV showed a normal echocardiogram. Thus, the modified indication for ASV has little impact on the majority of treated patients. The current pathomechanistic hypothesis of central apnoea must be reviewed. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
15. Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis.
- Author
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Dandan Zhang, Xi Long, Lin Xu, Werth, Jan, Wijshoff, Ralph, Aarts, Ronald M., and Andriessen, Peter
- Abstract
Cardiorespiratory interaction (CRI) has been intensively studied in adult sleep, yet not in preterm infants, in particular across different sleep states including wake (W), active sleep (AS), and quiet sleep (QS). The aim of this study was to quantify the interaction between cardiac and respiratory activities in different sleep states of preterm infants. The postmenstrual age (PMA) of preterm infants was also taken into consideration. The CRI during sleep was analyzed using a visibility graph (VG) method, enabling the nonlinear analysis of CRI in a complex network. For each sleep state, parameters quantifying various aspects of the CRI characteristics from constructed VG network including mean degree (D
m ) and its variability (Dsd ), clustering coefficient (CCm ) and its variability (CCsd ), assortativity coefficient (AC), and complexity (DSE ) were extracted from the CRI networks. The interaction effect of sleep state and PMA was found to be statistically significant on all CRI parameters except for AC and DSE . The main effect between sleep state and CRI parameters was statistically significant except for CCm , and that between PMA and CRI parameters was statistically significant except for DSE . In conclusion, the CRI of preterm infants is associated with sleep states and PMA in general. For preterm infants with a larger PMA, CRI has a more clustered pattern during different sleep states, where QS shows a more regular, stratified, and stronger CRI than other states. In the future, these parameters can be potentially used to separate sleep states in preterm infants. NEW & NOTEWORTHY The interaction between cardiac and respiratory activities is investigated in preterm infant sleep using an advanced nonlinear method (visibility graph) and some important characteristics are shown to be significantly different across sleep states, which has not been studied before. [ABSTRACT FROM AUTHOR]- Published
- 2021
- Full Text
- View/download PDF
16. Cardiorespiratory phase synchronization during normal rest and inward-attention meditation
- Author
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Wu, Shr-Da and Lo, Pei-Chen
- Published
- 2010
- Full Text
- View/download PDF
17. The Resting-State Pulse-Respiration Quotient of Humans: Lognormally Distributed and Centered Around a Value of Four.
- Author
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SCHOLKMANN, F., ZOHDI, H., and WOLF, U.
- Subjects
LOGNORMAL distribution ,RESPIRATION ,DISTRIBUTION (Probability theory) ,HEART beat ,REFERENCE values ,HUMAN beings - Abstract
The pulse-respiration quotient (heart rate divided by the respiration rate, PRQ = HR/RR) is a parameter capturing the complex state of cardiorespiratory interactions. We analysed 482 single PRQ values obtained from measurement on 134 healthy adult subjects (49 men, 85 women, age: 24.7 ± 3.4, range: 20-46 years) during rest. We found that the distribution of PRQ values (i) has a global maximum at around a value of 4 (median: 4.19) and (ii) follows a lognormal distribution function. A multimodality of the distribution, associated with several PRQ attractor states was not detected by our group-level based analysis. In summary, our analysis shows that in healthy humans the resting-state PRQ is around 4 and lognormally distributed. This finding supports claims about the special role of the 4 to 1 cardiorespiratory coupling in particular and the PRQ in general for physiological and medical views and applications. To the best of our knowledge, our study is the largest conducted so far in healthy adult humans about reference values of the PRQ during a resting-state at day. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
18. Respiratory sinus arrhythmia is a major component of heart rate variability in undisturbed, remotely monitored rattlesnakes, Crotalus durissus.
- Author
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Sanches, Pollyana V. W., Duran, Livia M., Leite, Cleo A. C., Taylor, Edwin W., Cruz, André L., and Dias, Daniel P. M.
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CARDIOPULMONARY system , *AUTONOMIC nervous system , *VAGUS nerve , *MYELINATION , *SINUS arrhythmia - Abstract
ECG recordings were obtained using an implanted telemetry device from the South American rattlesnake, Crotalus durissus, held under stable conditions without restraining cables or interaction with researchers. Mean heart rate (fH) recovered rapidly (<24 h) from anaesthesia and operative procedures. This preceded a more gradual development of heart rate variability (HRV), with instantaneous fH increasing during each lung ventilation cycle. Atropine injection increased mean fH and abolished HRV. Complete autonomic blockade revealed a cholinergic tonus on the heart of 55% and an adrenergic tonus of 37%. Power spectral analysis of HRV identified a peak at the same frequency as ventilation. This correlation was sustained after temperature changes and it was more evident, marked by a more prominent power spectrum peak, when ventilation is less episodic. This HRV component is homologous to that observed in mammals, termed respiratory sinus arrhythmia (RSA). Evidence for instantaneous control of fH indicated rapid conduction of activity in the cardiac efferent nervous supply, as supported by the description of myelinated fibres in the cardiac vagus. Establishment of HRV 10 days after surgical intervention seems a reliable indicator of the reestablishment of control of integrative functions by the autonomic nervous system.We suggest that this criterion could be applied to other animals exposed to natural or imposed trauma, thus improving protocols involving animal handling, including veterinarian procedures. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
19. Heart and breathing rate variability in the avian perinatal period: The chicken embryo as a model.
- Author
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Tomi, Satoko T., Ide, Ryoji, and Mortola, Jacopo P.
- Subjects
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PERINATAL growth , *CHICKEN embryos , *HEART beat , *EGG incubation , *RESPIRATION - Abstract
We used the chicken embryo at the internal pipping phase (just after the onset of pulmonary ventilation) as a model to quantify the changes in heart rate (fH), breathing frequency (fB) and their variabilities (heart rate variability and breathing rate variability) during air breathing (21% O2) and successive 20-min periods of 15%, 10% and 5% O2 and posthypoxic recovery. For each condition, and for both fH and fB, variability was quantified by time-domain analysis with five standard criteria; these produced qualitatively similar results, which were combined into a single variability index. In normoxia, breathing rate variability was about five times higher than heart rate variability. With 10% O2, the embryo's oxygen consumption (...O2 ) and breathing rate variability decreased while heart rate variability increased. In normoxia, respiratory sinus arrhythmia was recognisable in a minority of embryos; its average value was low (~2%) and decreased further with hypoxia. With very severe hypoxia (5% O2), in some cases, breathing stopped; when it did not, breathing rate variability was high. Within the 20-min post-hypoxia, all embryos recovered, and almost all parameters (fH, heart rate variability, fB, respiratory sinus arrhythmia and ...O2 ) were at the pre-hypoxic values; only breathing rate variability remained low. The possibility of simultaneous measurements of fB and fH makes the avian embryo, close to hatching, a suitable model for the investigations of heart rate variability and breathing rate variability in response to hypoxia during the transition from prenatal to postnatal life. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
20. The Effect of Breathing at the Resonant Frequency on the Nonlinear Dynamics of Heart Rate.
- Author
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Dimitriev, D. A., Saperova, E. V., Dimitriev, A. D., Indeikina, O. S., and Remizova, N. M.
- Subjects
- *
HEART beat , *NONLINEAR analysis , *HUMAN body - Abstract
Investigation of the nonlinear dynamics of the heart rate is crucial for understanding the physiological mechanisms of various functional states and understanding the adaptation capacity of the human body. The purpose of this study was to evaluate some quantitative parameters of the nonlinear parameters of resonance in the heart rate variability. The study included 70 healthy students who underwent paced breath training. The heart rate was recorded during breathing at different respiratory rates (spontaneous breathing, 4.5, 5, 5.5, 6, and 6.5 breaths/min). The resonant frequency was determined using heart-rate spectral analysis. Nonlinear analysis of HRV was performed using entropy measures (ApEn, SampEn, and MSE), Correlation dimension, Detrended Fluctuation Analysis (DFA), Recurrence Plot (REC, DET, Lmean, Lmax, and ShanEn), the Poincaré plot (SD1 and SD2), and time asymmetry (GI and P). We observed a decrease in the level of complexity, an increase in the self-similarity of the RR intervals, a decrease in the chaotic component, and an increase in rhythm asymmetry during breathing at resonant frequency. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
21. Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis
- Author
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Ralph Wijshoff, Lin Xu, Ronald M. Aarts, Jan Werth, Peter Andriessen, Xi Long, Dandan Zhang, Eindhoven MedTech Innovation Center, Signal Processing Systems, Biomedical Diagnostics Lab, Center for Care & Cure Technology Eindhoven, EngD School AP, School of Med. Physics and Eng. Eindhoven, and EAISI Foundational
- Subjects
medicine.medical_specialty ,endocrine system ,Physiology ,0206 medical engineering ,02 engineering and technology ,Infant sleep ,cardiorespiratory interaction ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Physiology (medical) ,medicine ,Humans ,business.industry ,Visibility graph ,Infant, Newborn ,Infant ,Cardiorespiratory fitness ,visibility graph ,020601 biomedical engineering ,Sleep in non-human animals ,Visibility graph analysis ,Sleep ,business ,preterm infant sleep ,Infant, Premature ,030217 neurology & neurosurgery - Abstract
Cardiorespiratory interaction (CRI) has been intensively studied in adult sleep, yet not in preterm infants, in particular across different sleep states including wake (W), active sleep (AS), and quiet sleep (QS). The aim of this study was to quantify the interaction between cardiac and respiratory activities in different sleep states of preterm infants. The postmenstrual age (PMA) of preterm infants was also taken into consideration. The CRI during sleep was analyzed using a visibility graph (VG) method, enabling the nonlinear analysis of CRI in a complex network. For each sleep state, parameters quantifying various aspects of the CRI characteristics from constructed VG network including mean degree (Dm) and its variability (Dsd), clustering coefficient (CCm) and its variability (CCsd), assortativity coefficient (AC) and complexity (DSE) were extracted from the CRI networks. The interaction effect of sleep state and PMA was found to be statistically significant on all CRI parameters but AC and DSE. The main effect between sleep state and CRI parameters was statistically significant except for CCm, and that between PMA and CRI parameters was statistically significant but DSE. In conclusion, the CRI of preterm infants is associated with sleep states and PMA in general. For preterm infants with a larger PMA, CRI has a more clustered pattern during different sleep states, where QS shows a more regular, stratified, and stronger CRI than other states. In the future, these parameters can be potentially used to separate sleep states in preterm infants.
- Published
- 2021
22. A portable multisensor system to assess cardiorespiratory interactions through photoplethysmography
- Author
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Gabriele Volpes, Laura Sparacino, Simone Valenti, Antonino Parisi, Alessandro Busacca, Luca Faes, Riccardo Pernice, Volpes G., Sparacino L., Valenti S., Parisi A., Busacca A., Faes L., and Pernice R.
- Subjects
electrocardiography (ECG) ,photoplethysmography (PPG) ,Granger causality ,breathing signal ,Portable biomedical device ,Settore ING-INF/06 - Bioingegneria Elettronica E Informatica ,cardiorespiratory interaction ,Settore ING-INF/01 - Elettronica - Abstract
Nowadays, the ever-growing interest to health and quality of life of individuals and the advancements in electronic devices technology are pushing the development of portable and wearable biomedical devices able to pursue a minimally invasive monitoring of physiological parameters in daily-life conditions. Such devices can now carry out a real-time assessment of the subjects’ overall health status and possibly even detect ongoing diseases. In this context, we have designed and implemented a multisensor portable system able to perform synchronous real-time acquisitions of electrocardiographic (ECG), photoplethysmographic (PPG) and airflow breathing signals. We investigated cardiorespiratory interactions between heart period and respiratory time series, extracted from combined ECG and breathing signals (considered as the reference), or using the PPG signal only, through Granger Causality measures in time and frequency domain. The aim was to assess to what extent the non-invasive and cost-effective PPG technique can be employed alone to assess cardiorespiratory interactions, thus avoiding the simultaneous acquisitions of ECG or breathing signals with more bulky or uncomfortable devices. The analysis was carried out on 6 healthy young subjects, undergoing a two-phase protocol consisting in spontaneous and controlled breathing phases. Our findings show that linear interactions measures behave similarly if ECG or PPG are used for detecting the heart period and sampling the airflow respiratory signal, while the utilization of a respiratory signal extracted through filtering or as the envelope of the PPG waveform could lead to causality underestimates and must be further investigated.
- Published
- 2022
- Full Text
- View/download PDF
23. Effects of slow and regular breathing exercise on cardiopulmonary coupling and blood pressure.
- Author
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Zhang, Zhengbo, Wang, Buqing, Wu, Hao, Chai, Xiaoke, Wang, Weidong, and Peng, Chung-Kang
- Subjects
- *
BREATHING exercises , *BLOOD pressure measurement , *CARDIOPULMONARY system , *RESPIRATORY measurements , *QUANTITATIVE research - Abstract
Investigation of the interaction between cardiovascular variables and respiration provides a quantitative and noninvasive approach to assess the autonomic control of cardiovascular function. The aim of this paper is to investigate the changes of cardiopulmonary coupling (CPC), blood pressure (BP) and pulse transit time (PTT) during a stepwise-paced breathing (SPB) procedure (spontaneous breathing followed by paced breathing at 14, 12.5, 11, 9.5, 8 and 7 breaths per minute, 3 min each) and gain insights into the characteristics of slow breathing exercises. RR interval, respiration, BP and PTT are collected during the SPB procedure (48 healthy subjects, 27 ± 6 years). CPC is assessed through investigating both the phase and amplitude dynamics between the respiration-induced components from RR interval and respiration by the approach of ensemble empirical mode decomposition. It was found that even though the phase synchronization and amplitude oscillation of CPC were both enhanced by the SPB procedure, phase coupling does not increase monotonically along with the amplitude oscillation during the whole procedure. Meanwhile, BP was reduced significantly by the SPB procedure (SBP: from 122.0 ± 13.4 to 114.2 ± 14.9 mmHg, p < 0.001, DBP: from 82.2 ± 8.6 to 77.0 ± 9.8 mmHg, p < 0.001, PTT: from 172.8 ± 20.1 to 176.8 ± 19.2 ms, p < 0.001). Our results demonstrate that the SPB procedure can reduce BP and lengthen PTT significantly. Compared with amplitude dynamics, phase dynamics is a different marker for CPC analysis in reflecting cardiorespiratory coherence during slow breathing exercise. Our study provides a methodology to practice slow breathing exercise, including the setting of target breathing rate, change of CPC and the importance of regular breathing. The applications and usability of the study results have also been discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
24. Treatment of Cheyne–Stokes respiration with adaptive servoventilation—analysis of patients with regard to therapy restriction
- Author
-
Sven Stieglitz, Antonio M. Esquinas, and Wolfgang Galetke
- Subjects
medicine.medical_specialty ,animal structures ,Population ,Periodische Atmung ,Heart failure ,030204 cardiovascular system & hematology ,Cheyne–Stokes respiration ,Original Studies ,03 medical and health sciences ,Sleep apnoea ,0302 clinical medicine ,030202 anesthesiology ,Ventricular hypertrophy ,Physiology (medical) ,Internal medicine ,Kardiorespiratorische Interaktion ,medicine ,Clinical significance ,education ,Herzinsuffizienz ,education.field_of_study ,Ejection fraction ,Periodic breathing ,business.industry ,Cardiorespiratory interaction ,medicine.disease ,Stenosis ,embryonic structures ,Schlafapnoe ,Cardiology ,medicine.symptom ,Central sleep apnoea ,business ,Zentrale Schlafapnoe - Abstract
The SERVE-HF study revealed no benefit of adaptive servoventilation (ASV) versus guideline-based medical treatment in patients with symptomatic heart failure, an ejection fraction (EF) ≤45% and a predominance of central events (apnoea-hypopnea Index [AHI] 15/h). Because both all-cause and cardiovascular mortality were higher in the ASV group, an EF ≤ 45% in combination with AHI 15/h, central apnoea-hyponoea index [CAHI/AHI] 50% and central apnoea index [CAI] 10/h were subsequently listed as contraindications for ASV. The intention of our study was to analyse the clinical relevance of this limitation.Data were analysed retrospectively for patients treated with ASV who received follow-up echocardiography to identify contraindications for ASV.Echocardiography was conducted in 23 patients. The echocardiogram was normal in 10 cases, a left ventricular hypertrophy with normal EF was found in 8 patients, there was an EF 45-50% in 2 cases and a valvular aortic stenosis (grade II) with normal EF was found in 1 case. EF45% was present in just 2 cases, and only 1 of these patients also had more than 50% central events in the diagnostic night.The population typically treated with ASV is entirely different from the study population in SERVE-HF, as nearly half of the patients treated with ASV showed a normal echocardiogram. Thus, the modified indication for ASV has little impact on the majority of treated patients. The current pathomechanistic hypothesis of central apnoea must be reviewed.Die SERVE-HF-Studie ergab keinen Vorteil der adaptiven Servoventilation (ASV) gegenüber der leitlinienbasierten medizinischen Therapie von Patienten mit symptomatischer Herzinsuffizienz, einer Ejektionsfraktion (EF) ≤45% und überwiegend zentralen Ereignissen (Apnoe-Hypopnoe-Index [AHI]15/h). Weil die Gesamt- und die kardiovaskulär bedingte Mortalität in der ASV-Gruppe höher waren, wurden eine EF ≤45% in Kombination mit einem AHI 15/h, einem zentralen Apnoe-Hypopnoe-Index (CAHI)/AHI50% und einem zentralen Apnoe-Index (CAI)10/h als Kontraindikationen für die ASV aufgeführt. Ziel der vorliegenden Studie war es, die klinische Relevanz dieser Einschränkungen zu untersuchen.Retrospektiv wurden die Daten von mit ASV behandelten Patienten ausgewertet, bei denen in der Nachsorge eine Echokardiographie zur Feststellung von Kontraindikationen für eine ASV erfolgt war.Bei 23 Patienten wurde eine Echokardiographie durchgeführt. In 10 Fällen war der Befund der Echokardiographie normal, eine linksventrikuläre Hypertrophie mit normaler EF wurde bei 8 Patienten festgestellt, eine EF von 45–50% bestand in 2 Fällen und eine valvuläre Aortenstenose (Grad II) mit normaler EF in einem Fall. Eine EF45% bestand in nur 2 Fällen, und lediglich einer dieser Patienten wies mehr als 50% zentrale Ereignisse in der diagnostisch ausgewerteten Nacht auf.Die gewöhnlich mit ASV behandelte Population stellt sich völlig anders dar als die Studienpopulation in der SERVE-HF-Studie, da fast die Hälfte der Patienten mit ASV-Therapie einen normalen Echokardiographiebefund aufwies. Daher hat die modifizierte Indikation für eine ASV nur geringen Einfluss auf die Mehrzahl der behandelten Patienten. Die aktuelle Hypothese zu den Pathomechanismen der zentralen Apnoe muss überprüft werden.
- Published
- 2020
25. Variación en el CO2 espirado (End Tidal CO2) como predictor de la respuesta a fluidos en cerdos anestesiados y ventilados.
- Author
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L., Tarragona, P., Donati, A., Zaccagnini, S., Fuensalida, A., Diaz, M., Ceballos, N., Nigro, and P., Otero
- Subjects
- *
CARBON dioxide , *SWINE , *CARDIAC output , *LONGITUDINAL method , *CARDIOPULMONARY system , *FLUIDS , *CARDIOPULMONARY resuscitation , *CARDIAC arrest - Abstract
The article titled "Variation in End Tidal CO2 as a Predictor of Fluid Responsiveness in Anesthetized and Ventilated Pigs" presents a prospective study conducted on anesthetized and ventilated pigs to evaluate the predictive capacity of changes in the value of End Tidal CO2 (EtCO2) to predict fluid responsiveness. Eleven pigs were used, and it was found that the change in EtCO2 (ΔEtCO2) showed a high predictive capacity to discriminate between fluid responders and non-responders. The results suggest that ΔEtCO2 can be used as an indicator to evaluate fluid responsiveness in anesthetized and ventilated pigs. [Extracted from the article]
- Published
- 2022
- Full Text
- View/download PDF
26. Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis
- Author
-
Zhang, Dandan, Long, Xi, Xu, Lin, Werth, Jan V.S.W., Wijshoff, R.W.C.G.R., Aarts, Ronald M., Andriessen, Peter, Zhang, Dandan, Long, Xi, Xu, Lin, Werth, Jan V.S.W., Wijshoff, R.W.C.G.R., Aarts, Ronald M., and Andriessen, Peter
- Abstract
Cardiorespiratory interaction (CRI) has been intensively studied in adult sleep, yet not in preterm infants, in particular across different sleep states including wake (W), active sleep (AS), and quiet sleep (QS). The aim of this study was to quantify the interaction between cardiac and respiratory activities in different sleep states of preterm infants. The postmenstrual age (PMA) of preterm infants was also taken into consideration. The CRI during sleep was analyzed using a visibility graph (VG) method, enabling the nonlinear analysis of CRI in a complex network. For each sleep state, parameters quantifying various aspects of the CRI characteristics from constructed VG network including mean degree (Dm) and its variability (Dsd), clustering coefficient (CCm) and its variability (CCsd), assortativity coefficient (AC) and complexity (DSE) were extracted from the CRI networks. The interaction effect of sleep state and PMA was found to be statistically significant on all CRI parameters but AC and DSE. The main effect between sleep state and CRI parameters was statistically significant except for CCm, and that between PMA and CRI parameters was statistically significant but DSE. In conclusion, the CRI of preterm infants is associated with sleep states and PMA in general. For preterm infants with a larger PMA, CRI has a more clustered pattern during different sleep states, where QS shows a more regular, stratified, and stronger CRI than other states. In the future, these parameters can be potentially used to separate sleep states in preterm infants.
- Published
- 2021
27. Fine temporal structure of cardiorespiratory synchronization.
- Author
-
Sungwoo Ahn, Solfest, Jessica, and Rubchinsky, Leonid L.
- Subjects
- *
SYNCHRONIZATION , *CARDIOPULMONARY system , *CORONARY disease , *DIAGNOSIS , *HEART beat measurement , *RESPIRATORY organ abnormalities , *HEART conduction system - Abstract
Cardiac and respiratory rhythms are known to exhibit a modest degree of phase synchronization, which is affected by age, diseases, and other factors. We study the fine temporal structure of this synchrony in healthy young, healthy elderly, and elderly subjects with coronary artery disease. We employ novel time-series analysis to explore how phases of oscillations go in and out of the phase-locked state at each cycle of oscillations. For the first time we show that cardiorespiratory system is engaged in weakly synchronized dynamics with a very specific temporal pattern of synchrony: the oscillations go out of synchrony frequently, but return to the synchronous state very quickly (usually within just 1 cycle of oscillations). Properties of synchrony depended on the age and disease status. Healthy subjects exhibited more synchrony at the higher (1:4) frequency-locking ratio between respiratory and cardiac rhythms, whereas subjects with coronary artery disease exhibited relatively more 1:2 synchrony. However, multiple short desynchronization episodes prevailed regardless of the age and disease status. The same average synchrony level could be alternatively achieved with few long desynchronizations, but this was not observed in the data. This implies functional importance of short desynchronization dynamics. These dynamics suggest that a synchronous state is easy to create if needed but is also easy to break. Short desynchronization dynamics may facilitate the mutual coordination of cardiac and respiratory rhythms by creating intermittent synchronous episodes. It may be an efficient background dynamics to promote adaptation of cardiorespiratory coordination to various external and internal factors. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
28. High-frequency oscillations of the heart rate during ramp load reflect the human anaerobic threshold.
- Author
-
Anosov, Oleg, Patzak, Andreas, Kononovich, Yury, and Persson, Pontus B.
- Subjects
HEART beat ,RESPIRATION ,PHYSIOLOGY ,BODY weight ,DYNAMOMETER ,ELECTROCARDIOGRAPHY - Abstract
The aim of this study was to analyze the dynamic behavior of the high-frequency component (HF > 0.15 Hz) of heart rate variability (HRV) and the respiratory frequency in relation to the anaerobic threshold (AT). Twenty-two healthy subjects [mean (SD) age: 24 (6) years, height: 175 (10) cm, body mass: 65 (11) kg] completed a ramp load, with increments of 20 W · min
-1 , on a cycle ergometer. The AT was determined by the V-slope-method. Respiratory movements of the thorax, and the electrocardiogram were monitored. The instantaneous frequency of the HF component of HRV and of the respiratory signal were obtained by the Hilbert transformation. Both frequencies were closely related, the cross correlation coefficient being between 0.84 and 0.99. Various patterns of HRV and respiration were observed during the protocol. Remarkably, however, in over 90% of these cases, a shift in the instantaneous frequency of the HF component occurred during the transition from aerobic to anaerobic work. The difference between the AT determined by gas analysis and the AT evaluated as the power output (ATf ), calculated using the approximation of the curve of the instantaneous frequency of HF by hyperbolic tangent functions, varied between 2 and 14%. In conclusion, the present study demonstrates significant changes in the behavior of the instantaneous frequency of HF in the region of the AT. [ABSTRACT FROM AUTHOR]- Published
- 2000
- Full Text
- View/download PDF
29. Is the baroreflex-ventilation correlation present in the teleost fish Nile tilapia (Oreochromis niloticus)?
- Author
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Oliveira, Isadora Anello de, Universidade Estadual Paulista (Unesp), and Florindo, Luiz Henrique [UNESP]
- Subjects
Barorreceptores ,Pressão arterial ,Cardiorespiratory interaction ,Hypertension ,Blood pressure ,Hipotensão ,Interação cardiorrespiratória ,Baroreceptors ,Hypotension ,Hipertensão - Abstract
Submitted by Isadora Anello de Oliveira (isadoranello@gmail.com) on 2019-04-09T17:55:45Z No. of bitstreams: 1 Dissertação Isadora Anello de Oliveira.pdf: 1761360 bytes, checksum: 7a0a8ed5253aefbac1b908a74b0fd300 (MD5) Rejected by Elza Mitiko Sato null (elzasato@ibilce.unesp.br), reason: Solicitamos que realize correções na submissão seguindo as orientações abaixo: Problema 01) No logotipo da universidade na CAPA não deve constar Instituto de Biociências, Letras e Ciências Exatas Problema 02) Nos agradecimentos, segundo a Portaria nº 206, de 4 de setembro de 2018, todos os trabalhos que tiveram financiamento CAPES deve constar nos agradecimentos a expressão exata: "O presente trabalho foi realizado com apoio da Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Código de Financiamento 001 Problema 03) A página 14 está em branco, o arquivo não deve conter páginas em branco. Lembramos que o arquivo depositado no repositório deve ser igual ao impresso, o rigor com o padrão da Universidade se deve ao fato de que o seu trabalho passará a ser visível mundialmente. Sua submissão será rejeitada para que você possa fazer as correções. Agradecemos a compreensão. on 2019-04-09T18:19:56Z (GMT) Submitted by Isadora Anello de Oliveira (isadoranello@gmail.com) on 2019-04-09T18:39:47Z No. of bitstreams: 1 Dissertação Isadora Anello de Oliveira.pdf: 1762015 bytes, checksum: 094022b811fdf16469680fdc38319efd (MD5) Approved for entry into archive by Elza Mitiko Sato null (elzasato@ibilce.unesp.br) on 2019-04-09T19:09:38Z (GMT) No. of bitstreams: 1 oliveira_ia_me_sjrp.pdf: 1762015 bytes, checksum: 094022b811fdf16469680fdc38319efd (MD5) Made available in DSpace on 2019-04-09T19:09:38Z (GMT). No. of bitstreams: 1 oliveira_ia_me_sjrp.pdf: 1762015 bytes, checksum: 094022b811fdf16469680fdc38319efd (MD5) Previous issue date: 2019-03-12 Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) Os mecanismos de modulação da pressão arterial a curto prazo estão relacionados ao sistema nervoso autônomo. A primeira e mais rápida ação para o controle da pressão é feita por barorreceptores. Estes receptores detectam variações na pressão e atuam enviando informações ao sistema nervoso central (SNC), o qual desencadeia reações autonômicas que geram mudanças na frequência cardíaca (fH), na força contrátil do coração e na resistência vascular sistêmica, causando vasodilatação ou vasoconstrição, que tendem a normalizar a pressão arterial. Além da função primária do barorreflexo de manter a pressão arterial estável, uma relação inversamente proporcional entre pressão arterial e as variáveis respiratórias já foi observada em mamíferos e em anfíbios. Neste último grupo, além dessa interação entre o barorreflexo e a ventilação, o reflexo barostático também está relacionado com o sistema linfático. Há dados que também sugerem a existência dessa modulação em répteis crocodilianos. Apesar de já ter sido observada em alguns grupos de vertebrados terrestres, a correlação entre o barorreflexo e a ventilação nunca foi estudada em peixes, embora tenha sido especulada a existência da mesma devido a considerável conservação evolutiva das redes neurais que coordenam o sistema cardiorrespiratório. Neste contexto, o presente estudo investigou a existência dessa modulação barorreflexo-ventilação em uma espécie de teleósteo, a tilápia-do-nilo (O. niloticus). Para isso foram feitas aplicações de um fármaco vasoconstritor, o cloridrato de fenilefrina, e de um fármaco vasodilatador, o nitroprussiato de sódio. Foram analisadas curvas de correlações sigmoidais entre a pressão arterial e a frequência cardíaca, para atestar a relação inversamente proporcional entre ambas. E também curvas de correlação e regressões lineares entre a pressão arterial e as variáveis respiratórias – frequência respiratória, amplitude ventilatória e ventilação total. Os resultados mostraram que, neste teleósteo, não existe uma relação inversamente proporcional entre a pressão arterial e as variáveis respiratórias estudadas. Isso devido às infusões do cloridrato de fenilefrina não terem ocasionado uma ação significativa em nenhuma variável, e atrelado ao nitroprussiato de sódio não provocar elevações na frequência respiratória. O que mostra que o barorreflexo não atua regulando a ventilação, demonstrando pela primeira vez que essa correlação provavelmente tenha surgido em grupos de vertebrados mais apicais do que se era especulado; ou que tenha existido em Actinopterygii mais basais, mas tenha sido perdida em algumas gerações e possivelmente reaparecido em grupos mais derivados (atavismo). The mechanisms of short-term blood pressure modulation are related to the autonomic nervous system. The first and fastest action for pressure control is made by baroreceptors. These receptors detect variations in pressure and act by sending information to the central nervous system (CNS), which triggers autonomic reactions that generate changes in heart rate (fH), in the contractile force of the heart and in systemic vascular resistance, causing vasodilation or vasoconstriction, which tend to normalize blood pressure. In addition to the primary function of baroreflex to maintain stable blood pressure, an inverse relationship between blood pressure and respiratory variables has been observed in mammals and amphibians. In amphibians, the barostatic reflex is also related to the lymphatic system. There are data that also suggest the existence of this modulation in crocodilian reptiles. Even though it has been observed in some groups of terrestrial vertebrates, the correlation between baroreflex and ventilation has never been studied in fish, although it has been speculated because of the considerable evolutionary conservation of the neural networks that coordinate the cardiorespiratory system. In this context, the present study investigated the existence of this baroreflex-ventilation modulation in a teleost species, the Nile tilapia (O. niloticus). For this, we made applications of a vasoconstrictor drug, phenylephrine hydrochloride, and a vasodilator drug, sodium nitroprusside. Sigmoid correlation curves between blood pressure and heart rate were analyzed to demonstrate an inversely proportional relationship between both of them. We also made correlation curves and linear regressions between blood pressure and respiratory variables - respiratory rate, ventilatory amplitude and total ventilation. The results showed that, in this teleost, there is no inversely proportional relationship between blood pressure and the respiratory variables studied. Because infusions of phenylephrine hydrochloride did not cause significant action in any variable, and also because sodium nitroprusside did not cause respiratory rate elevations.The results showed that, in this teleost, the baroreflex does not act regulating the ventilation, demonstrating for the first time that this correlation probably arose in groups of vertebrates more apical than it was speculated; or has existed in more basal fish groups, but has been lost in some generations and possibly reappeared in more derived groups (atavism).
- Published
- 2019
30. Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics
- Author
-
Gorana Mijatovic, Ivan Lazic, Tatjana Loncar-Turukalo, Riccardo Pernice, Luca Faes, Lazic, Ivan, Pernice, Riccardo, Loncar-Turukalo, Tatjana, Mijatovic, Gorana, and Faes, Luca
- Subjects
Information transfer ,medicine.medical_specialty ,Science ,QC1-999 ,General Physics and Astronomy ,Astrophysics ,01 natural sciences ,Article ,010305 fluids & plasmas ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,0103 physical sciences ,respiratory effort-related arousal (RERA) ,Medicine ,Vagal tone ,information dynamic ,business.industry ,Physics ,Cardiorespiratory interaction ,Apnea ,Cardiorespiratory fitness ,Cognition ,cardiorespiratory interactions ,apnea ,Risk factor (computing) ,QB460-466 ,Settore ING-INF/06 - Bioingegneria Elettronica E Informatica ,Breathing ,Sleep (system call) ,medicine.symptom ,information dynamics ,entropy ,business ,030217 neurology & neurosurgery - Abstract
Apnea and other breathing-related disorders have been linked to the development of hypertension or impairments of the cardiovascular, cognitive or metabolic systems. The combined assessment of multiple physiological signals acquired during sleep is of fundamental importance for providing additional insights about breathing disorder events and the associated impairments. In this work, we apply information-theoretic measures to describe the joint dynamics of cardiorespiratory physiological processes in a large group of patients reporting repeated episodes of hypopneas, apneas (central, obstructive, mixed) and respiratory effort related arousals (RERAs). We analyze the heart period as the target process and the airflow amplitude as the driver, computing the predictive information, the information storage, the information transfer, the internal information and the cross information, using a fuzzy kernel entropy estimator. The analyses were performed comparing the information measures among segments during, immediately before and after the respiratory event and with control segments. Results highlight a general tendency to decrease of predictive information and information storage of heart period, as well as of cross information and information transfer from respiration to heart period, during the breathing disordered events. The information-theoretic measures also vary according to the breathing disorder, and significant changes of information transfer can be detected during RERAs, suggesting that the latter could represent a risk factor for developing cardiovascular diseases. These findings reflect the impact of different sleep breathing disorders on respiratory sinus arrhythmia, suggesting overall higher complexity of the cardiac dynamics and weaker cardiorespiratory interactions which may have physiological and clinical relevance.
- Published
- 2021
- Full Text
- View/download PDF
31. A Simulation Study of Factors Influencing Respiratory Variations in Blood Flow with Special Reference to the Effects of the Phase Delay Between the Respiratory and Cardiac Cycles.
- Author
-
Amoore, John N. and Santamore, William P.
- Abstract
Respiratory variations in blood flow are initiated by the changing pressures within the intrathoracic and abdominal cavities, thereby altering the pressure gradients for blood flow into and out of the thoracic cavity. The respiratory venous return variations alter the right ventricular volume which directly affects left ventricular function through ventricular interdependence. Variations in right ventricular output affect, after transmission through the pulmonary circulation, left atrial inflow and hence left ventricular (LV) output. LV output is also directly affected by respiratory variations in the pressure gradient between the left ventricle and the systemic circulation. Any respiration-induced variations in the haemodynamic impedance to blood flow (collapse of the great veins, variations in pulmonary vascular impedance) will also contrib ute to flow variations. The heart rate changes with respiration affecting heart chamber filling and output.The wide variety of factors contributing to respira tory blood flow variations complicates its analysis. However, by enabling the individual factors to be separately considered, model studies provide a convenient method of analysing the effects of the different factors involved. [ABSTRACT FROM PUBLISHER]
- Published
- 1996
- Full Text
- View/download PDF
32. Die nichtlineare Dynamik der Herzfrequenz und die Kardiorespiratorische Kontrolle im Schlafen und Wachen.
- Author
-
Unbehaun, A., Patzak, A., Mrowka, R., and Schubert, E.
- Abstract
Copyright of Somnologie is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 1997
- Full Text
- View/download PDF
33. Analysis of cardiorespiratory interaction in patients submitted to the T-tube test in the weaning process implementing symbolic dynamics and neural networks
- Author
-
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya. BIOSPIN - Biomedical Signal Processing and Interpretation, Arizmendi Pereira, Carlos Julio, Solano, E.H., Gonzalez, H., González Acuña, Hernan, Giraldo Giraldo, Beatriz, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya. BIOSPIN - Biomedical Signal Processing and Interpretation, Arizmendi Pereira, Carlos Julio, Solano, E.H., Gonzalez, H., González Acuña, Hernan, and Giraldo Giraldo, Beatriz
- Abstract
The determination of the optimal time of the patients in weaning trial process from Mechanical Ventilation (MV), between patients capable of maintaining spontaneous breathing and patients that fail to maintain spontaneous breathing, is a very important task in intensive care unit. Symbolic Dynamic (SD) and Neural Networks (NN) techniques were applied in order to develop a classifier for the study of patients on weaning trial process. The respiratory pattern of each patient was characterized through different time series. In order to reduce the dimensionality of the system Forward Selection is implemented, obtaining a classification performance result of 85,96 ±6,26% with 64 variables differentiating between 3 classes analyzed at same time. © 2018 IEEE., Peer Reviewed, Postprint (published version)
- Published
- 2018
34. Information Decomposition in Bivariate Systems: Theory and Application to Cardiorespiratory Dynamics
- Author
-
Luca Faes, Alberto Porta, Giandomenico Nollo, Faes, Luca, Porta, Alberto, and Nollo, Giandomenico
- Subjects
causality ,Information dynamics ,Transfer entropy ,Dynamical systems theory ,Computation ,General Physics and Astronomy ,lcsh:Astrophysics ,Bivariate analysis ,Multivariate autoregressive processe ,Machine learning ,computer.software_genre ,Multivariate autoregressive processes ,Cardiorespiratory interactions ,Physics and Astronomy (all) ,Systems theory ,Dynamical systems ,lcsh:QB460-466 ,Decomposition (computer science) ,Statistical physics ,lcsh:Science ,Causality ,Heart rate variability ,Mathematics ,business.industry ,Cardiorespiratory interaction ,heart rate variability ,transfer entropy ,Dynamical system ,cardiorespiratory interactions ,dynamical systems ,lcsh:QC1-999 ,Information dynamic ,Cross entropy ,Settore ING-INF/06 - Bioingegneria Elettronica E Informatica ,multivariate autoregressive processes ,Benchmark (computing) ,lcsh:Q ,Artificial intelligence ,information dynamics ,business ,computer ,lcsh:Physics - Abstract
In the framework of information dynamics, the temporal evolution of coupled systems can be studied by decomposing the predictive information about an assigned target system into amounts quantifying the information stored inside the system and the information transferred to it. While information storage and transfer are computed through the known self-entropy (SE) and transfer entropy (TE), an alternative decomposition evidences the so-called cross entropy (CE) and conditional SE (cSE), quantifying the cross information and internal information of the target system, respectively. This study presents a thorough evaluation of SE, TE, CE and cSE as quantities related to the causal statistical structure of coupled dynamic processes. First, we investigate the theoretical properties of these measures, providing the conditions for their existence and assessing the meaning of the information theoretic quantity that each of them reflects. Then, we present an approach for the exact computation of information dynamics based on the linear Gaussian approximation, and exploit this approach to characterize the behavior of SE, TE, CE and cSE in benchmark systems with known dynamics. Finally, we exploit these measures to study cardiorespiratory dynamics measured from healthy subjects during head-up tilt and paced breathing protocols. Our main result is that the combined evaluation of the measures of information dynamics allows to infer the causal effects associated with the observed dynamics and to interpret the alteration of these effects with changing experimental conditions.
- Published
- 2015
- Full Text
- View/download PDF
35. Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis.
- Author
-
Zhang D, Long X, Xu L, Werth J, Wijshoff R, Aarts RM, and Andriessen P
- Subjects
- Humans, Infant, Infant, Newborn, Infant, Premature, Sleep
- Abstract
Cardiorespiratory interaction (CRI) has been intensively studied in adult sleep, yet not in preterm infants, in particular across different sleep states including wake (W), active sleep (AS), and quiet sleep (QS). The aim of this study was to quantify the interaction between cardiac and respiratory activities in different sleep states of preterm infants. The postmenstrual age (PMA) of preterm infants was also taken into consideration. The CRI during sleep was analyzed using a visibility graph (VG) method, enabling the nonlinear analysis of CRI in a complex network. For each sleep state, parameters quantifying various aspects of the CRI characteristics from constructed VG network including mean degree ( D
m ) and its variability ( Dsd ), clustering coefficient (CCm ) and its variability (CCsd ), assortativity coefficient (AC), and complexity ( DSE ) were extracted from the CRI networks. The interaction effect of sleep state and PMA was found to be statistically significant on all CRI parameters except for AC and DSE . The main effect between sleep state and CRI parameters was statistically significant except for CCm , and that between PMA and CRI parameters was statistically significant except for DSE . In conclusion, the CRI of preterm infants is associated with sleep states and PMA in general. For preterm infants with a larger PMA, CRI has a more clustered pattern during different sleep states, where QS shows a more regular, stratified, and stronger CRI than other states. In the future, these parameters can be potentially used to separate sleep states in preterm infants. NEW & NOTEWORTHY The interaction between cardiac and respiratory activities is investigated in preterm infant sleep using an advanced nonlinear method (visibility graph) and some important characteristics are shown to be significantly different across sleep states, which has not been studied before.- Published
- 2021
- Full Text
- View/download PDF
36. An integrated mathematical model of the human cardiopulmonary system: model validation under hypercapnia and hypoxia
- Author
-
Nicolas Wadih Chbat, Antonio Albanese, Limei Cheng, Mauro Ursino, Cheng, Limei, Albanese, Antonio, Ursino, Mauro, and Chbat, Nicolas W.
- Subjects
medicine.medical_specialty ,Physiology ,030204 cardiovascular system & hematology ,Cardiovascular control ,System model ,Hypercapnia ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Physiology (medical) ,medicine ,Humans ,Hemodynamic ,Hypoxia ,business.industry ,Respiratory control ,Medicine (all) ,Respiration ,Cardiorespiratory interaction ,Hemodynamics ,Models, Cardiovascular ,Cardiorespiratory fitness ,Hypoxia (medical) ,Anesthesia ,Cardiology ,Cardiopulmonary model ,medicine.symptom ,business ,Cardiology and Cardiovascular Medicine ,030217 neurology & neurosurgery ,Human - Abstract
A novel integrated physiological model of the interactions between the cardiovascular and respiratory systems has been in development for the past few years. The model has hundreds of parameters and variables representing the physical and physiological properties of the human cardiopulmonary system. It can simulate many dynamic states and scenarios. The description of the model and the results in normal resting conditions were presented in a companion paper (Albanese A, Cheng L, Ursino M, Chbat NW. Am J Physiol Heart Circ Physiol 310: 2016; doi:10.1152/ajpheart.00230.2014), where model predictions were compared against average population data from literature. However, it is also essential to test the model in abnormal or pathological conditions to prove its consistency. Hence, in this paper, we concentrate on testing the cardiopulmonary model under hypercapnic and hypoxic conditions, by comparing model's outputs to population-averaged cardiorespiratory data reported in the literature. The utility of this comprehensive model is demonstrated by testing the internal consistency of the simulated responses of a significant number of cardiovascular variables (heart rate, arterial pressure, and cardiac output) and respiratory variables (tidal volume, respiratory rate, minute ventilation, alveolar O2 and CO2 partial pressures) over a wide range of perturbations and conditions; namely, hypercapnia at 3–7% CO2 levels and hypoxia at 7–9% O2 levels with controlled CO2 (isocapnic hypoxia) and without controlled CO2 (hypocapnic hypoxia). Finally, a sensitivity analysis is performed to analyze the role of the main cardiorespiratory control mechanisms triggered by hypercapnia and hypoxia.
- Published
- 2014
37. Autonomic system modification in zen practitioners
- Author
-
Josuel Ora, Alessandra Fiorentini, and Luigi Tubani
- Subjects
Adult ,Male ,medicine.medical_specialty ,Respiratory rate ,media_common.quotation_subject ,cardiorespiratory interaction ,Autonomic Nervous System ,zen meditation ,Physical medicine and rehabilitation ,Respiratory Rate ,Heart Rate ,medicine ,24 hour ecg recording ,Humans ,Heart rate variability ,Meditation ,Vagal tone ,media_common ,heart rate variability ,business.industry ,Cardiorespiratory fitness ,General Medicine ,Middle Aged ,Autonomic nervous system ,Control of respiration ,Electrocardiography, Ambulatory ,Breathing ,Physical therapy ,Female ,business - Abstract
Background: Meditation in its various forms is a traditional exercise with a potential benefit on well-being and health. On a psychosomatic level these exercises seem to improve the salutogenetic potential in man.Especially the cardiorespiratory interaction seems to play an important role since most meditation techniques make use of special low frequency breathing patterns regardless of whether they result from a deliberate guidance of breathing or other mechanisms, for example, the recitation of specific verse. During the different exercises of Zen meditation the depth and the duration of each respiratory cycle is determined only by the process of breathing. Respiratory manoeuvres during Zazen meditation may produce HR variability changes similar to those produces during biofeedback.Recognition that the respiratory sinus arrhythmia (RSA) was mediated by efferent vagal activity acting on the sinus node led investigators to attempt to quantify the fluctuations in R-R intervals that were related to breathing. Materials and Methods: Nine Zen practitioners with five years of experience took part in the study. Autonomic nervous system function was evaluated by heart rate variability (HRV) analysis during 24-hours ECG recording during zen meditation and at rest. Results: The data of this small observational study confirm that ZaZen breathing falls within the range of low frequency HR spectral bands. Our data suggest that the modification of HR spectral power remained also in normal day when the subject have a normal breathing. Conclusion: We suggest that the changes in the breathing rate might modify the chemoreflex and the continuous practice in slow breathing can reduce chemoreflex. This change in the automonic control of respiration can be permanent with a resetting of endogenous circulatory rhythms.
- Published
- 2013
38. Intraoperative haemodynamic monitoring: a pilot study on integrated data collection, processing and modelling for extracting vital signs and beyond
- Author
-
Elisabetta Sabato, Manuela Ferrario, F. della Badia Giussi, Alessandro Fabrizio Sabato, Federico Aletti, Antonio Canichella, Giuseppe Baselli, Sergio Cerutti, Filadelfo Coniglione, Mario Dauri, Maria G. Signorini, Nicola Toschi, and M. Guerrisi
- Subjects
medicine.medical_specialty ,Remote patient monitoring ,Vital signs ,Hemodynamics ,Settore MED/41 - Anestesiologia ,Baroreflex ,Intra-operative ,Anesthesia ,Cardiorespiratory interaction ,Haemodynamic monitoring ,Integrated data ,Intraoperative monitoring ,LabViEW ,Monitoring device ,Non invasive estimation of baroreflex control of circulation ,Pilot studies ,System identification ,Vital sign ,Physical medicine and rehabilitation ,medicine ,business.industry ,Central venous pressure ,Blood flow ,Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin) ,Blood pressure ,business ,Venous return curve - Abstract
In this paper we illustrate an ongoing project focused on intraoperative monitoring of haemodynamic stability and cardiorespiratory interactions, and present an example analysis of vital signs recorded synchronously from multiple monitoring devices through a LabView©-based acquisition software termed “Global Collect”. We present two moving average models for the black box estimation of the gains of the cardiopulmonary baroreflex control of arterial resistance and of ventricular contractility, based on invasive, continuous measurements of arterial blood pressure and central venous pressure. As a proof-of-concept, we analyze the effects of a fluid-challenge maneuver performed during major surgery, quantifying the mechanisms through which such maneuvers are able to increase cardiac performance and hence enhance venous return. These preliminary results of a pilot case study demonstrate the potential of investigating autonomic nervous system control of circulation under general anesthesia in advancing intraoperative patient monitoring and aiding maintenance of haemodynamic stability in patients undergoing major surgery.
- Published
- 2010
39. Cardiorespiratory and autonomic-nervous-system functioning of drug abusers treated by Zen meditation.
- Author
-
Lo PC, Tsai PH, Kang HJ, and Miao Tian WJ
- Abstract
Addicted drugs like nicotine affect autonomic nervous system that results in arrhythmia and other cardiovascular diseases. Notable effects of Zen meditation on autonomic nervous system have been reported during the past decade. Holistic Detox Association (HDA) in Taiwan offered Zen-meditation program to drug addicts as the core scheme among a variety of drug addiction treatments. This paper reports the results of quantifying the cardiorespiratory interactions and autonomic nervous system function to evaluate the on-site effect of Zen meditation on drug rehab. Methods and schemes for quantifying time-domain heart rate variability were employed to electrocardiograph and respiratory signals. Peak-valley method was developed to quantify the respiratory sinus arrhythmia (RSA) behavior. Poincaré Plot Analysis was adopted to evaluate the cardiorespiratory functioning. Among 18 voluntary drug addicts during the 10-minute Zen meditation session, about two-third subjects have significant improvement in autonomic nervous system function characterized by heart rate variability (SDNN, RMSSD and pNN50). Group average of RSA increases from 33.43 ms(Rest) to 69.14 ms(AR Zen meditation). Poincaré-plot analysis reveals the improvement of SD1, SD2 and SD2/SD1 by respectively 14.7%, 19.8% and 8.8%. The group averages of all the parameters exhibit significantly positive changes in the 10-minute session of abdominal-respiration Zen meditation. Even the subject with heart transplant showed the improvement of all the quantitative indicators during the AR Zen meditation.
- Published
- 2018
- Full Text
- View/download PDF
40. Untersuchungen zur Entwicklung der kardiorespiratorischen Interaktion anhand gemeinsamer Rhythmen von Atmung und Herzaktion: Longitudinalstudie der ersten sechs Lebensmonate gesunder Säuglinge
- Author
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Aikele, Peter, Schlüter, B., Gmyrek, D., and Schubert, E.
- Subjects
Säugling ,610 Medizin ,respiratorische Sinusarrhythmie ,cardiorespiratory interaction ,YQ 1600 ,YQ 3000 ,infant ,YQ 2500 ,YQ 3100 ,Entwicklung ,kardiorespiratorische Interaktion ,ddc:610 ,respiratory sinus arrhythmia ,33 Medizin ,development - Abstract
Die vorliegende Arbeit untersuchte die Entwicklung nieder-und hochfrequenter rhythmischer kardiorespiratorischer gesunder Säuglinge. An 15 Probanden erfolgten im Schlaf im ersten Lebenshalbjahr jeweils 13 Messungen mit EKG-Ableitung und induktionsplethysmographischer Registrierung der thorakalen Atemexkursion. Schlafstadienbezogen erfolgten: · die Messung der Amplitude der respiratorischen Sinusarrhythmie (RSA), · die Bestimmung der größten negativen Korrelation zwischen Atemsignal und Herzperiodendauer-Zeitreihe (Kreuzkorrelationskoeffizient, KKK) mit der dazugehörigen Phasenverschiebung mittels Berechnung der Kreuzkorrelationsfunktion und · die Auswertung der Kohärenzspektren von Atmung und Herzaktion. RSA und KKK im ruhigen Schlaf nehmen im Verlauf des ersten Lebenshalbjahres zu. Der Verlauf ist nicht geradlinig, sondern weist signifikante Minima in den ersten Lebenstagen und am Ende der dritten Lebenswoche auf. Die Phasenverschiebung zwischen Atmung und RSA zeigt im ruhigen Schlaf Maxima am 7. und 21. Lebenstag ohne deutlichen Trend innerhalb des Beobachtungszeitraumes. RSA und KKK sind vom ersten Lebenstag an mit Atemfrequenz und Herzfrequenz negativ korreliert. RSA und KKK sind schlafstadienabhängig. Im Gegensatz zum ruhigen Schlaf konnte im aktiven Schlaf weder eine meßbare RSA, noch ein signifikanter KKK gefunden werden. Im Kohärenzspektrum waren jedoch ab dem 150. Lebenstag auch im aktiven Schlaf signifikante gemeinsame Rhythmen im Atemfrequenzbereich nachweisbar. Mit Hilfe der Kohärenzspektren konnten gemeinsame niederfrequente Rhythmen in Atmung und Herzaktion nur in 5.1 % aller Messungen im ruhigen Schlaf und nur in 3.1 % im aktiven Schlaf nachgewiesen werden. Die untersuchten Parameter der Interaktion von Atmung und Herzfrequenz Neugeborener unterscheiden sich von denen Erwachsener in den Absolutwerten. Für RSA und Phasenverschiebung konnte zeigte sich jedoch, daß sich die Werte Erwachsener und Neugeborener nur an verschiedenen Punkten einer gemeinsamen "Arbeitskurve" befinden. Die Ergebnisse lassen auf eine schon zum Zeitpunkt der Geburt vorhandene Reife der kardiorespiratorischen Interaktion schließen., In the present paper the development of rhythmic cardiorespiratory interactions in low and high frequency ranges were investigated in healthy infants. Data come from a longitudinal study of 14 infants, who were examined for 13 times during sleep during the first 6 months of live. The electrocardiogram and the thoracic respiratory effort were recorded. For quiet and active sleep the following parameters of cardiorespiratory interaction were analysed: · the amplitude of respiratory sinus arrhythmia (RSA), · the highest negative correlation (KKK) and the corresponding phase delay between respiratory signal and time series of heart period duration by means of calculating the cross correlation function and · the coherence in the low and high frequency range. RSA and KKK increase in the first 6 months of live. The course is not linear and has maxima in the first days and at the end of third week. The phase delay shows maxima at 7 th and 21 st day. RSA and KKK are negatively correlated with the respiratory rate and the heart rate from the first day of life up to the 6 th month of life. RSA and KKK depend on sleep state. In opposition to quiet sleep in active sleep neither a measurable RSA nor a significant KKK were found. Contrary, the coherence spectra showed common rhythms in the frequency range of the respiratory rate in the 5 th and 6 th month during active sleep. In the low frequency range common rhythms were observed only seldom, i.e. in 5.1 % of all measurements during quiet sleep and in 3.1 % during active sleep. The analysed parameters of cardiorespiratory interaction of newborns are different from that of adults regarding the absolute values. However the data suggest that the values of newborns and adults represent only different adjustments of a comparable control system. The results indicate a mature cardiorespiratory interaction in healthy newborns.
- Published
- 1998
- Full Text
- View/download PDF
41. Symbolic dynamics of physiological synchronization: Examples from bimanual movements and cardiorespiratory interaction
- Author
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Engbert, Ralf, Schiek, Michael, Scheffczyk, Christian, Kurths, Jürgen, Krampe, Ralf, Kliegl, Reinhold, and Drepper, Friedhelm
- Published
- 1997
- Full Text
- View/download PDF
42. Interaction of heart-rate fluctuations and respiration in 12 to 14-year-old children during sleeping and waking
- Author
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Unbehaun, Axel, Mrowka, Ralf, Schubert, Ernst, Patzak, Andreas, and Schwarz, Volker
- Published
- 1996
- Full Text
- View/download PDF
43. Untersuchungen zur Entwicklung der kardiorespiratorischen Interaktion anhand gemeinsamer Rhythmen von Atmung und Herzaktion: Longitudinalstudie der ersten sechs Lebensmonate gesunder Säuglinge
- Author
-
Schlüter, B., Gmyrek, D., Schubert, E., Aikele, Peter, Schlüter, B., Gmyrek, D., Schubert, E., and Aikele, Peter
- Abstract
Die vorliegende Arbeit untersuchte die Entwicklung nieder-und hochfrequenter rhythmischer kardiorespiratorischer gesunder Säuglinge. An 15 Probanden erfolgten im Schlaf im ersten Lebenshalbjahr jeweils 13 Messungen mit EKG-Ableitung und induktionsplethysmographischer Registrierung der thorakalen Atemexkursion. Schlafstadienbezogen erfolgten: · die Messung der Amplitude der respiratorischen Sinusarrhythmie (RSA), · die Bestimmung der größten negativen Korrelation zwischen Atemsignal und Herzperiodendauer-Zeitreihe (Kreuzkorrelationskoeffizient, KKK) mit der dazugehörigen Phasenverschiebung mittels Berechnung der Kreuzkorrelationsfunktion und · die Auswertung der Kohärenzspektren von Atmung und Herzaktion. RSA und KKK im ruhigen Schlaf nehmen im Verlauf des ersten Lebenshalbjahres zu. Der Verlauf ist nicht geradlinig, sondern weist signifikante Minima in den ersten Lebenstagen und am Ende der dritten Lebenswoche auf. Die Phasenverschiebung zwischen Atmung und RSA zeigt im ruhigen Schlaf Maxima am 7. und 21. Lebenstag ohne deutlichen Trend innerhalb des Beobachtungszeitraumes. RSA und KKK sind vom ersten Lebenstag an mit Atemfrequenz und Herzfrequenz negativ korreliert. RSA und KKK sind schlafstadienabhängig. Im Gegensatz zum ruhigen Schlaf konnte im aktiven Schlaf weder eine meßbare RSA, noch ein signifikanter KKK gefunden werden. Im Kohärenzspektrum waren jedoch ab dem 150. Lebenstag auch im aktiven Schlaf signifikante gemeinsame Rhythmen im Atemfrequenzbereich nachweisbar. Mit Hilfe der Kohärenzspektren konnten gemeinsame niederfrequente Rhythmen in Atmung und Herzaktion nur in 5.1 % aller Messungen im ruhigen Schlaf und nur in 3.1 % im aktiven Schlaf nachgewiesen werden. Die untersuchten Parameter der Interaktion von Atmung und Herzfrequenz Neugeborener unterscheiden sich von denen Erwachsener in den Absolutwerten. Für RSA und Phasenverschiebung konnte zeigte sich jedoch, daß sich die Werte Erwachsener und Neugeborener nur an verschiedenen Punkten einer gemeinsamen, In the present paper the development of rhythmic cardiorespiratory interactions in low and high frequency ranges were investigated in healthy infants. Data come from a longitudinal study of 14 infants, who were examined for 13 times during sleep during the first 6 months of live. The electrocardiogram and the thoracic respiratory effort were recorded. For quiet and active sleep the following parameters of cardiorespiratory interaction were analysed: · the amplitude of respiratory sinus arrhythmia (RSA), · the highest negative correlation (KKK) and the corresponding phase delay between respiratory signal and time series of heart period duration by means of calculating the cross correlation function and · the coherence in the low and high frequency range. RSA and KKK increase in the first 6 months of live. The course is not linear and has maxima in the first days and at the end of third week. The phase delay shows maxima at 7 th and 21 st day. RSA and KKK are negatively correlated with the respiratory rate and the heart rate from the first day of life up to the 6 th month of life. RSA and KKK depend on sleep state. In opposition to quiet sleep in active sleep neither a measurable RSA nor a significant KKK were found. Contrary, the coherence spectra showed common rhythms in the frequency range of the respiratory rate in the 5 th and 6 th month during active sleep. In the low frequency range common rhythms were observed only seldom, i.e. in 5.1 % of all measurements during quiet sleep and in 3.1 % during active sleep. The analysed parameters of cardiorespiratory interaction of newborns are different from that of adults regarding the absolute values. However the data suggest that the values of newborns and adults represent only different adjustments of a comparable control system. The results indicate a mature cardiorespiratory interaction in healthy newborns.
- Published
- 1998
44. The phylogeny and ontogeny of autonomic control of the heart and cardiorespiratory interactions in vertebrates.
- Author
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Taylor EW, Leite CA, Sartori MR, Wang T, Abe AS, and Crossley DA 2nd
- Subjects
- Animals, Autonomic Nervous System physiology, Cardiovascular Physiological Phenomena, Heart Rate, Phylogeny, Respiratory Physiological Phenomena, Vertebrates physiology
- Abstract
Heart rate in vertebrates is controlled by activity in the autonomic nervous system. In spontaneously active or experimentally prepared animals, inhibitory parasympathetic control is predominant and is responsible for instantaneous changes in heart rate, such as occur at the first air breath following a period of apnoea in discontinuous breathers like inactive reptiles or species that surface to air breathe after a period of submersion. Parasympathetic control, exerted via fast-conducting, myelinated efferent fibres in the vagus nerve, is also responsible for beat-to-beat changes in heart rate such as the high frequency components observed in spectral analysis of heart rate variability. These include respiratory modulation of the heartbeat that can generate cardiorespiratory synchrony in fish and respiratory sinus arrhythmia in mammals. Both may increase the effectiveness of respiratory gas exchange. Although the central interactions generating respiratory modulation of the heartbeat seem to be highly conserved through vertebrate phylogeny, they are different in kind and location, and in most species are as yet little understood. The heart in vertebrate embryos possesses both muscarinic cholinergic and β-adrenergic receptors very early in development. Adrenergic control by circulating catecholamines seems important throughout development. However, innervation of the cardiac receptors is delayed and first evidence of a functional cholinergic tonus on the heart, exerted via the vagus nerve, is often seen shortly before or immediately after hatching or birth, suggesting that it may be coordinated with the onset of central respiratory rhythmicity and subsequent breathing.
- Published
- 2014
- Full Text
- View/download PDF
45. Fine temporal structure of cardiorespiratory synchronization.
- Author
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Ahn S, Solfest J, and Rubchinsky LL
- Subjects
- Adult, Age Factors, Aged, Aged, 80 and over, Case-Control Studies, Electrocardiography, Humans, Signal Processing, Computer-Assisted, Time Factors, Young Adult, Coronary Artery Disease physiopathology, Heart Rate, Periodicity, Respiratory Mechanics
- Abstract
Cardiac and respiratory rhythms are known to exhibit a modest degree of phase synchronization, which is affected by age, diseases, and other factors. We study the fine temporal structure of this synchrony in healthy young, healthy elderly, and elderly subjects with coronary artery disease. We employ novel time-series analysis to explore how phases of oscillations go in and out of the phase-locked state at each cycle of oscillations. For the first time we show that cardiorespiratory system is engaged in weakly synchronized dynamics with a very specific temporal pattern of synchrony: the oscillations go out of synchrony frequently, but return to the synchronous state very quickly (usually within just 1 cycle of oscillations). Properties of synchrony depended on the age and disease status. Healthy subjects exhibited more synchrony at the higher (1:4) frequency-locking ratio between respiratory and cardiac rhythms, whereas subjects with coronary artery disease exhibited relatively more 1:2 synchrony. However, multiple short desynchronization episodes prevailed regardless of the age and disease status. The same average synchrony level could be alternatively achieved with few long desynchronizations, but this was not observed in the data. This implies functional importance of short desynchronization dynamics. These dynamics suggest that a synchronous state is easy to create if needed but is also easy to break. Short desynchronization dynamics may facilitate the mutual coordination of cardiac and respiratory rhythms by creating intermittent synchronous episodes. It may be an efficient background dynamics to promote adaptation of cardiorespiratory coordination to various external and internal factors.
- Published
- 2014
- Full Text
- View/download PDF
46. Effects of auditory stimulus timing in the respiratory cycle on the evoked cardiac response in man at rest
- Author
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Warzel, H. and Krell, D.
- Published
- 1984
- Full Text
- View/download PDF
47. Analysis of cardiorespiratory interaction in patients submitted to the T-tube test in the weaning process implementing symbolic dynamics and neural networks
- Author
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Hernando González, H Gonzalez Acuna, Carlos Arizmendi, Beatriz F. Giraldo, E. H Solano, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, and Universitat Politècnica de Catalunya. BIOSPIN - Biomedical Signal Processing and Interpretation
- Subjects
Signal processing ,Weaning trials Artificial intelligence ,Classification performance ,Computer science ,medicine.medical_treatment ,0206 medical engineering ,Symbolic dynamics ,Wean DB ,02 engineering and technology ,Machine learning ,computer.software_genre ,Respiratory pattern ,law.invention ,03 medical and health sciences ,Big data ,0302 clinical medicine ,Mechanical ventilation ,Electrònica mèdica ,law ,medicine ,Weaning ,030212 general & internal medicine ,Intensive care units ,Artificial neural network ,business.industry ,Cardiorespiratory interaction ,Cardiorespiratory fitness ,Neural network (nn) ,020601 biomedical engineering ,Intensive care unit ,Ventilation ,Medical electronics ,Enginyeria biomèdica::Electrònica biomèdica::Electrònica en cardiologia [Àrees temàtiques de la UPC] ,Spontaneous breathing ,Weaning trials ,Breathing ,Artificial intelligence ,business ,computer ,Neural networks - Abstract
The determination of the optimal time of the patients in weaning trial process from Mechanical Ventilation (MV), between patients capable of maintaining spontaneous breathing and patients that fail to maintain spontaneous breathing, is a very important task in intensive care unit. Symbolic Dynamic (SD) and Neural Networks (NN) techniques were applied in order to develop a classifier for the study of patients on weaning trial process. The respiratory pattern of each patient was characterized through different time series. In order to reduce the dimensionality of the system Forward Selection is implemented, obtaining a classification performance result of 85,96 ±6,26% with 64 variables differentiating between 3 classes analyzed at same time. © 2018 IEEE.
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