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Kiselev AR, Posnenkova OM, Karavaev AS, Shvartz VA, Novikov MY, Gridnev VI. Frequency-Domain Features and Low-Frequency Synchronization of Photoplethysmographic Waveform Variability and Heart Rate Variability with Increasing Severity of Cardiovascular Diseases. Biomedicines 2024; 12:2088. [PMID: 39335601 PMCID: PMC11429429 DOI: 10.3390/biomedicines12092088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024] Open
Abstract
Objective-Heart rate variability (HRV) and photoplethysmographic waveform variability (PPGV) are available approaches for assessing the state of cardiovascular autonomic regulation. The goal of our study was to compare the frequency-domain features and low-frequency (LF) synchronization of the PPGV and HRV with increasing severity of cardiovascular diseases. Methods-Our study included 998 electrocardiogram (ECG) and finger photoplethysmogram (PPG) recordings from subjects, classified into five categories: 53 recordings from healthy subjects, aged 28.1 ± 6.2 years, 536 recordings from patients with hypertension (HTN), 49.0 ± 8.8 years old, 185 recordings from individuals with stable coronary artery disease (CAD) (63.9 ± 9.3 years old), 104 recordings from patients with myocardial infarction (MI) that occurred three months prior to the recordings (PMI) (65.1 ± 11.0 years old), and 120 recordings from study subjects with acute myocardial infarction (AMI) (64.7 ± 11.5 years old). Spectral analyses of the HRV and PPGV were carried out, along with an assessment of the synchronization strength between LF oscillations of the HRV and of PPGV (synchronization index). Results-Changes in all frequency-domain indices and the synchronization index were observed along the following gradient: healthy subjects → patients with HTN → patients with CAD → patients with PMI → patients with AMI. Similar frequency-domain indices of the PPGV and HRV show little relationship with each other. Conclusions-The frequency-domain indices of the PPGV are highly sensitive to the development of any cardiovascular disease and, therefore, are superior to the HRV indices in this regard. The S index is an independent parameter from the frequency-domain indices.
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Affiliation(s)
- Anton R Kiselev
- Coordinating Center for Fundamental Research, National Medical Research Center for Therapy and Preventive Medicine, 10 Petroverigsky Pereulok, Bld. 3, Moscow 101990, Russia
| | - Olga M Posnenkova
- Institute of Cardiology Research, Saratov State Medical University, Saratov 410012, Russia
| | - Anatoly S Karavaev
- Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov 410012, Russia
| | - Vladimir A Shvartz
- Department of Surgical Treatment for Interactive Pathology, Bakulev National Medical Research Center for Cardiovascular Surgery, Moscow 121552, Russia
| | - Mikhail Yu Novikov
- Coordinating Center for Fundamental Research, National Medical Research Center for Therapy and Preventive Medicine, 10 Petroverigsky Pereulok, Bld. 3, Moscow 101990, Russia
| | - Vladimir I Gridnev
- Institute of Cardiology Research, Saratov State Medical University, Saratov 410012, Russia
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Ishbulatov YM, Karavaev AS, Kiselev AR, Simonyan MA, Prokhorov MD, Ponomarenko VI, Mironov SA, Gridnev VI, Bezruchko BP, Shvartz VA. Mathematical modeling of the cardiovascular autonomic control in healthy subjects during a passive head-up tilt test. Sci Rep 2020; 10:16525. [PMID: 33020530 PMCID: PMC7536219 DOI: 10.1038/s41598-020-71532-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 08/18/2020] [Indexed: 01/10/2023] Open
Abstract
A mathematical model is proposed for the autonomic control of cardiovascular system, which takes into account two separated self-exciting sympathetic control loops of heart rate and peripheral vascular tone. The control loops are represented by self-exciting time-delay systems and their tone depends on activity of the aortic, carotid, and lower-body baroreceptors. The model is used to study the dynamics of the adaptive processes that manifest in a healthy cardiovascular system during the passive head-up tilt test. Computer simulation provides continuous observation of the dynamics of the indexes and variables that cannot be measured in the direct experiment, including the noradrenaline concentration in vessel wall and heart muscle, tone of the sympathetic and parasympathetic control, peripheral vascular resistance, and blood pressure. In the supine and upright positions, we estimated the spectral characteristics of the model variables, especially in the low-frequency band, and the original index of total percent of phase synchronization between the low-frequency oscillations in heart rate and blood pressure signals. The model demonstrates good quantitative agreement with the dynamics of the experimentally observed indexes of cardiovascular system that were averaged for 50 healthy subjects.
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Affiliation(s)
- Yurii M Ishbulatov
- Department of Innovative Cardiological Information Technology, Institute of Cardiological Research, Saratov State Medical University, Saratov, Russia.,Department of Surgical Treatment for Interactive Pathology, Bakulev Scientific Center for Cardiovascular Surgery, Moscow, Russia
| | - Anatoly S Karavaev
- Department of Innovative Cardiological Information Technology, Institute of Cardiological Research, Saratov State Medical University, Saratov, Russia.,Laboratory of Nonlinear Dynamics Modeling, Saratov Branch of the Institute of Radio Engineering and Electronics of Russian Academy of Sciences, Saratov, Russia.,Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov, Russia
| | - Anton R Kiselev
- Department of Innovative Cardiological Information Technology, Institute of Cardiological Research, Saratov State Medical University, Saratov, Russia. .,Department of Surgical Treatment for Interactive Pathology, Bakulev Scientific Center for Cardiovascular Surgery, Moscow, Russia. .,Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov, Russia.
| | - Margarita A Simonyan
- Department of Atherocslerosis and Chronic Ischemic Heart Disease, Institute of Cardiological Research, Saratov, Russia
| | - Mikhail D Prokhorov
- Laboratory of Nonlinear Dynamics Modeling, Saratov Branch of the Institute of Radio Engineering and Electronics of Russian Academy of Sciences, Saratov, Russia
| | - Vladimir I Ponomarenko
- Laboratory of Nonlinear Dynamics Modeling, Saratov Branch of the Institute of Radio Engineering and Electronics of Russian Academy of Sciences, Saratov, Russia.,Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov, Russia
| | - Sergey A Mironov
- Department of Innovative Cardiological Information Technology, Institute of Cardiological Research, Saratov State Medical University, Saratov, Russia
| | - Vladimir I Gridnev
- Department of Innovative Cardiological Information Technology, Institute of Cardiological Research, Saratov State Medical University, Saratov, Russia.,Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov, Russia
| | - Boris P Bezruchko
- Laboratory of Nonlinear Dynamics Modeling, Saratov Branch of the Institute of Radio Engineering and Electronics of Russian Academy of Sciences, Saratov, Russia.,Department of Dynamic Modeling and Biomedical Engineering, Saratov State University, Saratov, Russia
| | - Vladimir A Shvartz
- Department of Surgical Treatment for Interactive Pathology, Bakulev Scientific Center for Cardiovascular Surgery, Moscow, Russia
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Kiselev AR, Mironov SA, Karavaev AS, Kulminskiy DD, Skazkina VV, Borovkova EI, Shvartz VA, Ponomarenko VI, Prokhorov MD. A comprehensive assessment of cardiovascular autonomic control using photoplethysmograms recorded from the earlobe and fingers. Physiol Meas 2016; 37:580-95. [PMID: 27027461 DOI: 10.1088/0967-3334/37/4/580] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We compare the spectral indices of photoplethysmogram variability (PPGV) estimated using photoplethysmograms recorded from the earlobe and the middle fingers of the right and left hand and analyze their correlation with similar indices of heart rate variability (HRV) in 30 healthy subjects (26 men) aged 27 (25, 29) years (median with inter-quartile ranges) at rest and under the head-up tilt test. The following spectral indices of PPGV and HRV were compared: mean heart rate (HR), total spectral power (TP), high-frequency (HF) and low-frequency (LF) ranges of TP in percents (HF% and LF%), LF/HF ratio, and spectral coherence. We assess also the index S of synchronization between the LF oscillations in HRV and PPGV. The constancy of blood pressure (BP) and moderate increase of HR under the tilt test indicate the presence of fast processes of cardiovascular adaptation with the increase of the sympathetic activity in studied healthy subjects. The impact of respiration on the PPGV spectrum (accessed by HF%) is less than on the HRV spectrum. It is shown that the proportion of sympathetic vascular activity (accessed by LF%) is constant in the PPGV of three analyzed PPGs during the tilt test. The PPGV for the ear PPG was less vulnerable to breathing influence accessed by HF% (independently from body position) than for PPGs from fingers. We reveal the increase of index S under the tilt test indicating the activation of interaction between the heart and distal vessels. The PPGV spectra for finger PPGs from different hands are highly coherent, but differ substantially from the PPGV spectrum for the ear PPG. We conclude that joint analysis of frequency components of PPGV (for the earlobe and finger PPGs of both hands) and HRV and assessment of their synchronization provide additional information about cardiovascular autonomic control.
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Affiliation(s)
- A R Kiselev
- Department of New Cardiological Informational Technologies, Research Institute of Cardiology, Saratov State Medical University n.a. V.I. Razumovsky, Saratov, Russia. Department of Surgical Treatment for Interactive Pathology, Bakulev Scientific Center for Cardiovascular Surgery, Moscow, Russia
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Efremov K, Brisinda D, Venuti A, Iantorno E, Cataldi C, Fioravanti F, Fenici R. Heart rate variability analysis during head-up tilt test predicts nitroglycerine-induced syncope. Open Heart 2014; 1:e000063. [PMID: 25332802 PMCID: PMC4195932 DOI: 10.1136/openhrt-2014-000063] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Revised: 05/06/2014] [Accepted: 05/28/2014] [Indexed: 01/15/2023] Open
Abstract
Objective The aim of this study was to determine whether or not heart rate variability (HRV) analysis during the first 20 min of head-up tilt testing could predict whether patients will develop syncope after nitroglycerine administration. Design 64 patients with previous loss of consciousness underwent head-up tilt testing with the Italian protocol, which involves the administration of nitroglycerine after 20 min of tilt. HRV parameters were analysed from 5 min intervals selected during pretest supine rest (phase 1), the first 5 min (phase 2) and the last 5 min (phase 3) of passive 20 min of tilting, prior to the administration of nitroglycerine. Differences in power (ms2) of the spectral components between the various phases of tilting were calculated for each patient and expressed as Δ. Results 20 patients (group 1, 9 women, mean age 43.2±24.5 years) had a syncope during tilt testing after nitroglycerine, while the other 44 (group 2, 24 women, mean age 41±20.5 years) did not. In group 1, the HRV spectral parameters high frequency (HF) and total power (TP) had a significant decrement from phases 2 to 3 (p=0.012 and 0.027, respectively), while in group 2 the average HF and TP values did not change. The Δ of spectral parameters between phases 2 and 3 were able to differentiate between the two groups and to predict syncope after nitroglycerine administration (p<0.05). Conclusions HRV analysis within the first 20 min of passive tilting demonstrated that patients with nitroglycerine-induced syncope are characterised by a progressive decrement of parasympathetic activity, which does not occur in patients with a negative response to nitroglycerine. If confirmed on a wider population, HRV analysis could replace nitroglycerine administration and shorten the duration of the tilt test.
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Affiliation(s)
- Kristian Efremov
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Donatella Brisinda
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Angela Venuti
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Emilia Iantorno
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Claudia Cataldi
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Francesco Fioravanti
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
| | - Riccardo Fenici
- Catholic University of the Sacred Heart, Biomagnetism Center, Clinical Physiology , Rome , Italy
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Zeng H, Ge K, Zhang W, Wang G, Guo L. The Effect of Orthostatic Training in the Prevention of Vasovagal Syncope and Its Influencing Factors. Int Heart J 2008; 49:707-12. [DOI: 10.1536/ihj.49.707] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Hui Zeng
- Department of Cardiology, Peking University Third Hospital
| | - Kanyi Ge
- Department of Cardiology, Peking University Third Hospital
| | - Weilun Zhang
- Department of Cardiology, Peking University Third Hospital
| | - Guang Wang
- Department of Cardiology, Peking University Third Hospital
| | - Lijun Guo
- Department of Cardiology, Peking University Third Hospital
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Mayuga KA, Fouad‐Tarazi F. Dynamic changes in T-wave amplitude during tilt table testing: correlation with outcomes. Ann Noninvasive Electrocardiol 2007; 12:246-50. [PMID: 17617070 PMCID: PMC6932404 DOI: 10.1111/j.1542-474x.2007.00168.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Changes in autonomic tone may play a role in syncope. Autonomic tone has been shown to affect cardiac repolarization in the ECG. Changes in the T wave can be seen during head-up tilt table (HUT) testing with unknown significance or relationship to outcomes. METHODS Twelve-lead ECGs during HUT testing from 150 patients were reviewed from a prospectively collected registry database. ECGs during supine-rest, 30-45-70 degrees tilt, and 5-minute supine recovery were reviewed. Changes in the T wave, that is, decreased amplitude with or without becoming negative or flipping from negative to positive, were recorded for each stage. Outcomes of the HUT test include nondiagnostic, postural orthostatic hypotension (POH), postural orthostatic tachycardia syndrome (POTS), and vasovagal response (VVR). Age (Younger: <50 year old; Older: > or = 50 year old) and gender were analyzed. RESULTS Of 150 patients (108 women; 80 Younger), 135 had T-wave changes during HUT; changes resolved in 114 patients during supine recovery. Changes mostly occurred in inferior and anterolateral leads. POH occurred in 114 patients, POTS in 67, and VVR in 30. T-wave changes in V1 inversely correlated with POH (P = 0.005). T-wave changes in inferior leads II, III, aVF and in anterolateral leads V3-V6 positively correlated with POTS (P < 0.05). Female gender and younger age correlated with POTS independent of the leads (P < 0.05). Concomitant T-wave changes in V5 and V6 correlated with VVR; changes in aVF also correlated with VVR (P < 0.05). CONCLUSIONS Dynamic T-wave changes during HUT testing in inferior and anterolateral leads are associated with POTS and VVR independent of age and gender. Changes in autonomic tone may play a role and need further study.
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Affiliation(s)
- Kenneth A. Mayuga
- Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, OH
| | - Fetnat Fouad‐Tarazi
- Department of Cardiovascular Medicine, The Cleveland Clinic Foundation, Cleveland, OH
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Suzuki M, Hori S, Aikawa N. Application of the Recent American Practice Resources for Risk Stratification System for Patients Presenting to a Japanese Emergency Department Because of Syncope. Int Heart J 2007; 48:513-22. [PMID: 17827823 DOI: 10.1536/ihj.48.513] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND The American College of Physicians (ACP) and the American College of Emergency Physicians (ACEP) recently published practice guidelines and recommendations for evaluation of patients with syncope based on historical, physical, and ECG findings. The objective of the present study was to determine if risk stratification using these practice resources is valid in a series of Japanese patients. METHODS AND RESULTS A total of 912 consecutive patients brought to our emergency department between 1988 and 1997 because of syncope were identified. Follow-up information about mortality was obtained for 707 patients by means of mailed questionnaires and from medical records, and the mortality data were analyzed by the actuarial life-table method. A total of 187 patients who fulfilled the admission criteria according to the ACP guidelines were found to have higher overall and cardiac mortality than the other 520 patients (P < 0.0001), and 153 patients who fulfilled the admission criteria according to the ACEP recommendations also had higher overall and cardiac mortality than the other 554 patients (P < 0.0001). CONCLUSIONS The recent American practice recommendations can be used for risk stratification of syncope patients in Japan. Historical, physical, and ECG findings available on presentation can be used to stratify the risk of mortality in patients brought to Japanese emergency departments because of syncope.
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Affiliation(s)
- Masaru Suzuki
- Department of Emergency Medicine, Keio University, Tokyo, Japan
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