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Da Silva CD, Catai AM, Abreu RMD, Signini ÉDF, Galdino GAM, Lorevice L, Santos LM, Mendes RG. Cardiorespiratory coupling as an early marker of cardiac autonomic dysfunction in type 2 diabetes mellitus patients. Respir Physiol Neurobiol 2023; 311:104042. [PMID: 36858335 DOI: 10.1016/j.resp.2023.104042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 02/20/2023] [Accepted: 02/26/2023] [Indexed: 03/03/2023]
Abstract
The aim of this study was to assess cardiorespiratory coupling (CRC) in type 2 diabetes mellitus patients (T2DM) and apparently healthy individuals, in order to test the hypothesis that this method can provide additional knowledge to the information obtained through the heart rate variability (HRV). A cross-sectional study was conducted in T2DM patients(T2DMG=32) and health controls (CON=32). For CRC analysis, the electrocardiogram, arterial pressure, and thoracic respiratory movement were recorded at rest in supine position and during active standing. Beat-to-beat series of heart period and systolic arterial pressure were analyzed with the respiratory movement signal via a traditional non-causal approach, such as squared coherence function. In this sample of T2DM, no differences in HRV were observed when compared to the CON, but the T2DMG showed a reduction in resting CRC. We conclude that in CRC in T2DM, reflected by the squared coherence may already be compromised even before HRV changes.
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Affiliation(s)
- Claudio Donisete Da Silva
- Cardiopulmonary Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil
| | - Aparecida Maria Catai
- Cardiovascular Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil
| | - Raphael Martins de Abreu
- LUNEX University, International University of Health, Exercise & Sports S.A. 50, Department of Physiotherapy, Differdange, Luxembourg. 50 Avenue du Parc des Sports, L-4671, Differdange, Luxembourg; LUNEX ASBL Luxembourg Health & Sport Sciences Research Institute, Differdange, Luxembourg. 50 Avenue du Parc des Sports, L-4671, Differdange, Luxembourg
| | - Étore De Favari Signini
- Cardiovascular Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil
| | | | - Laura Lorevice
- Cardiopulmonary Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil
| | - Letícia Menegalli Santos
- Cardiopulmonary Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil
| | - Renata Gonçalves Mendes
- Cardiopulmonary Physical Therapy Laboratory, Department of Physical Therapy, Federal University of São Carlos, Brazil.
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Martinez-Alanis M, Calderón-Juárez M, Martínez-García P, González Gómez GH, Infante O, Pérez-Grovas H, Lerma C. Baroreflex Sensitivity Assessment Using the Sequence Method with Delayed Signals in End-Stage Renal Disease Patients. SENSORS (BASEL, SWITZERLAND) 2022; 23:260. [PMID: 36616859 PMCID: PMC9823877 DOI: 10.3390/s23010260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/13/2022] [Accepted: 12/22/2022] [Indexed: 06/17/2023]
Abstract
Impaired baroreflex sensitivity (BRS) is partially responsible for erratic blood pressure fluctuations in End-Stage Renal Disease (ESRD) patients on chronic hemodialysis (HD), which is related to autonomic nervous dysfunction. The sequence method with delayed signals allows for the measurement of BRS in a non-invasive fashion and the investigation of alterations in this physiological feedback system that maintains BP within healthy limits. Our objective was to evaluate the modified delayed signals in the sequence method for BRS assessment in ESRD patients without pharmacological antihypertensive treatment and compare them with those of healthy subjects. We recruited 22 healthy volunteers and 18 patients with ESRD. We recorded continuous BP to obtain a 15-min time series of systolic blood pressure and interbeat intervals during the supine position (SP) and active standing (AS) position. The time series with delays from 0 to 5 heartbeats were used to calculate the BRS, number of data points, number of sequences, and estimation error. The BRS from the ESRD patients was smaller than in healthy subjects (p < 0.05). The BRS estimation with the delayed sequences also increased the number of data points and sequences and decreased the estimation error compared to the original time series. The modified sequence method with delayed signals may be useful for the measurement of baroreflex sensitivity in ESRD patients with a shorter recording time and maintaining an estimation error below 0.01 in both the supine and active standing positions. With this framework, it was corroborated that baroreflex sensitivity in ESRD is decreased when compared with healthy subjects.
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Affiliation(s)
| | - Martín Calderón-Juárez
- Plan de Estudios Combinados en Medicina, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico
- Department of Electromechanical Instrumentation, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 04480, Mexico
| | - Paola Martínez-García
- Servicio de Radioterapia y Física Médica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 04480, Mexico
| | | | - Oscar Infante
- Department of Electromechanical Instrumentation, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 04480, Mexico
| | - Héctor Pérez-Grovas
- Department of Nephrology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 04510, Mexico
| | - Claudia Lerma
- Department of Electromechanical Instrumentation, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 04480, Mexico
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Galdino GAM, Moura-Tonello SCG, Linares SN, Milan-Mattos JC, Spavieri DL, Oliveira SM, Porta A, Beltrame T, Catai AM. Intracranial compliance in type 2 diabetes mellitus and its relationship with the cardiovascular autonomic nervous control. Braz J Med Biol Res 2022; 55:e12150. [PMID: 36102416 PMCID: PMC9467282 DOI: 10.1590/1414-431x2022e12150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 07/11/2022] [Indexed: 11/29/2022] Open
Abstract
The intracranial compliance in type 2 diabetes mellitus (T2DM) patients and the association with cardiovascular autonomic control have not been fully elucidated. The aim of this study was to assess intracranial compliance using the noninvasive intracranial pressure (niICP) and the monitoring of waveform peaks (P1, P2, and P3) and the relationship with cardiovascular autonomic control in T2DM patients. Thirty-two men aged 40-60 years without cardiovascular autonomic neuropathy (CAN) were studied: T2DMG (n=16) and control group CG (n=16). The niICP was evaluated by a noninvasive extracranial sensor placed on the scalp. Cardiovascular autonomic control was evaluated by indices of the baroreflex sensitivity (BRS), from temporal series of R-R intervals of electrocardiogram and systolic arterial pressure, during supine and orthostatic positions. The participants remained in the supine position for 15 min and then 15 min more in orthostatism. T2DMG presented a decrease of the P2/P1 ratio during the orthostatic position (P<0.001). There was a negative moderate correlation between the P2 peak with cardiovascular coupling (K2HP-SAPLF) in supine (r=-0.612, P=0.011) and orthostatic (r=-0.568, P=0.020) positions in T2DMG. We concluded that T2DM patients without CAN and cardiovascular complications presented intracranial compliance similar to healthy subjects. Despite preserved intracranial adjustments, T2DM patients had a response of greater magnitude in orthostatism. In addition, the decoupling between the heart period and blood pressure signal oscillations in low frequency appeared to be related to the worsening of intracranial compliance due to the increased P2 peak.
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Affiliation(s)
- G A M Galdino
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil
| | - S C G Moura-Tonello
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil
| | - S N Linares
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil
| | - J C Milan-Mattos
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil
| | - D L Spavieri
- Divisão de Ciência de Dados, brain4care, São Carlos, SP, Brasil
| | - S M Oliveira
- Divisão de Ciência de Dados, brain4care, São Carlos, SP, Brasil.,Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, SP, Brasil
| | - A Porta
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.,Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato, Milan, Italy
| | - T Beltrame
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil.,Samsung R&D Institute Brazil (SRBR), Campinas, SP, Brasil
| | - A M Catai
- Laboratório de Fisioterapia Cardiovascular, Departamento de Fisioterapia, Universidade Federal de São Carlos, São Carlos, SP, Brasil
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Pal A, Martinez F, Chatterjee R, Aysola RS, Harper RM, Macefield VG, Henderson LA, Macey PM. Baroreflex sensitivity during rest and pressor challenges in obstructive sleep apnea patients with and without CPAP. Sleep Med 2022; 97:73-81. [PMID: 35728308 DOI: 10.1016/j.sleep.2022.05.846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 05/09/2022] [Accepted: 05/29/2022] [Indexed: 01/25/2023]
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) increases sympathetic vasoconstrictor drive and reduces baroreflex sensitivity (BRS), the degree to which blood pressure changes modify cardiac output. Whether nighttime continuous positive airway pressure (CPAP) corrects BRS in the awake state in OSA remains unclear. We assessed spontaneous BRS using non-invasive continuous BP and ECG recordings at rest and during handgrip and Valsalva challenges, maneuvers that increase vasoconstrictor drive with progressively higher BP, in untreated OSA (unOSA), CPAP-treated OSA (cpOSA) and healthy (CON) participants. METHODS In a cross-sectional study of 104 participants, 34 unOSA (age mean±std, 50.6±14.1years; Respiratory Event Index [REI] 21.0±15.3 events/hour; 22male), 31 cpOSA (49.6±14.5years; REI 23.0±14.2 events/hour; 22male; self-report 4+hours/night,5+days/week,6months), and 39 CON (42.2±15.0years; 17male), we calculated BRS at rest and during handgrip and Valsalva. Additionally, we correlated BP variability (BPV) with BRS during these protocols. RESULTS BRS in unOSA, cpOSA and CON was, respectively (mean±sdv in ms/mmHg), at rest: 14.8±11.8, 15.8±17.0, 16.1±11.3; during handgrip 13.3±7.6, 12.7±8.4, 16.4±8.7; and during Valsalva 12.7±8.0, 11.5±6.6, 15.1±8.9. BRS was lower in cpOSA than CON for handgrip (p=0.04) and Valsalva (p=0.03). BRS was negatively correlated with BPV in unOSA during Valsalva and handgrip for cpOSA, both R=-0.4 (p=0.02). BRS was negatively correlated with OSA severity (levels: none, mild, moderate, severe) at R=-0.2 (p=0.04,n=104). CONCLUSIONS As expected, BRS was lower and BPV higher in OSA during the pressor challenges, and disease severity negatively correlated with BRS. In this cross-sectional study, both CPAP-treated (self-reported) and untreated OSA showed reduced BRS, leaving open whether within-person CPAP improves BRS.
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Affiliation(s)
- Amrita Pal
- UCLA School of Nursing, University of California Los Angeles, Los Angeles, CA, USA
| | - Fernando Martinez
- UCLA School of Nursing, University of California Los Angeles, Los Angeles, CA, USA
| | - Roopsha Chatterjee
- UCLA School of Nursing, University of California Los Angeles, Los Angeles, CA, USA
| | - Ravi S Aysola
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, USA
| | - Ronald M Harper
- Neurobiology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, USA
| | - Vaughan G Macefield
- Baker Heart and Diabetes Institute, Melbourne, and Department of Anatomy and Physiology, School of Biomedical Sciences, The University of Melbourne, USA
| | - Luke A Henderson
- Department of Anatomy and Histology, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Paul M Macey
- UCLA School of Nursing, University of California Los Angeles, Los Angeles, CA, USA.
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Petry D, Mirian de Godoy Marques C, Brum Marques JL. Baroreflex sensitivity with different lags and random forests for staging cardiovascular autonomic neuropathy in subjects with diabetes. Comput Biol Med 2020; 127:104098. [PMID: 33152669 DOI: 10.1016/j.compbiomed.2020.104098] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/22/2020] [Accepted: 10/25/2020] [Indexed: 10/23/2022]
Abstract
Impaired baroreflex sensitivity (BRS) may indicate cardiovascular autonomic neuropathy (CAN), which often remains undiagnosed during the initial course of diabetes mellitus. The baroreflex mechanism can be considered negative feedback because of baroreflex delay, the time delay between a change in blood pressure and the counteracting heart rate response. This work sought to analyze BRS considering lags from 1 to 10 RR intervals. We hypothesized that diabetic patients with subclinical CAN (SCAN) have a detectable delay in autonomic nervous system activity and that this would differ from patients without CAN (NCAN) and with established CAN (ECAN). In the first stage, 30 patients were included in an exploratory analysis using the Principal Component Analysis. Six indexes related to the BRS delay were proposed and considered significant for staging diabetic patients. Three indexes allowed for the differentiating of patients with and without CAN, and three indexes distinguished subjects with SCAN from subjects with NCAN or ECAN. Then, in the second stage, a random forest model was developed with 72 subjects, using the variables selected in the first stage. It was possible to detect SCAN, and to point out those subjects with the potential to change the CAN stage, allowing for the tracking of CAN progression. The model achieved a sensitivity of 96% and specificity of 100% to detect SCAN. Thus, the BRS analysis considering delayed reaction in the dynamics of heart rate variability may contribute to an accurate screening tool to staging CAN, in addition to indicating patients with most insidious disease progress.
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Affiliation(s)
- Daiana Petry
- Institute of Biomedical Engineering, Department of Electrical and Electronic Engineering, Federal University of Santa Catarina, Florianópolis, SC, Brazil; Department of Environmental Engineering, State University of Santa Catarina, Lages, SC, Brazil.
| | | | - Jefferson Luiz Brum Marques
- Institute of Biomedical Engineering, Department of Electrical and Electronic Engineering, Federal University of Santa Catarina, Florianópolis, SC, Brazil.
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6
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González GH, Infante O, Martínez-García P, Pérez-Grovas H, Saavedra N, Caviedes A, Becerra B, Lerma C. Dynamical interaction between heart rate and blood pressure of end-stage renal disease patients evaluated by cross recurrence plot diagonal analysis. J Appl Physiol (1985) 2020; 128:189-196. [PMID: 31804893 DOI: 10.1152/japplphysiol.00364.2019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The assessment of spontaneous variability of blood pressure and heart rate is based on specific physiological hypotheses about dynamic features, for example, the baroreflex modulation of heart rate over time in daily life. Usually, arterial baroreflex control of heart rate is explored without delays between blood pressure and heart rate data points, within a narrow range of values, excluding the analysis of saturation regions or low-threshold changes. In this work, we examine the dynamic interactions between systolic blood pressure (SBP) and interbeat interval (IBI), in 15-min length time series and for the first time using the analysis of diagonals derived from a cross-recurrence plots in healthy persons and end-stage renal disease (ESRD) patients. We found that ESRD patients have stronger intermittent dynamical interactions between IBI and SBP, but they lose most of the dynamical interactions. Although healthy subjects exhibit a continuously changing order of precedence between IBI and SBP at different lags, ESRD patients preserve this changing order of precedence only for lags >0 beats.NEW & NOTEWORTHY This study is the first to compare the time-variant pattern of systolic blood pressure (SBP) and interbeat interval (IBI) coupling between ESRD patients and healthy volunteers through the analysis of diagonal in cross-recurrence plots, and in the face of an orthostatic challenge. Our results demonstrated alternant interactions on the order of precedence (IBI → SBP or SBP→ IBI) at different time delays. This pattern is different in resting position and during active standing for the two groups studied, and interestingly, some association patterns are lost in ESRD patients. These patterns of alternant interactions on the order of precedence could be related to autonomic neural activities and cardiovascular synchronization at different scales both in time and space. This could reflect physiological adaptive flexibility of cardiovascular regulation. Losing some association patterns in ESRD may be the result of chronic adjustments of many physiological mechanisms (including chronic sympathetic hyperactivity), which could increase cardiovascular vulnerability to hemodynamic challenges.
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Affiliation(s)
- G Hortensia González
- Taller de Biofísica, Departamento de Física, Facultad de Ciencias, Universidad Nacional Autónoma de México, México, Distrito Federal, México
| | - Oscar Infante
- Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
| | - Paola Martínez-García
- Servicio de Radio-Oncología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México, Distrito Federal, México
| | - Héctor Pérez-Grovas
- Departamento de Nefrología, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
| | - Nadia Saavedra
- Departamento de Nefrología, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
| | - Amaya Caviedes
- Departamento de Nefrología, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
| | - Brayans Becerra
- Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
| | - Claudia Lerma
- Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez, México, Distrito Federal, México
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Xiao MX, Lu CH, Ta N, Jiang WW, Tang XJ, Wu HT. Application of a Speedy Modified Entropy Method in Assessing the Complexity of Baroreflex Sensitivity for Age-Controlled Healthy and Diabetic Subjects. ENTROPY 2019. [PMCID: PMC7515418 DOI: 10.3390/e21090894] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The percussion entropy index (PEIorginal) was recently introduced to assess the complexity of baroreflex sensitivity. This study aimed to investigate the ability of a speedy modified PEI (i.e., PEINEW) application to distinguish among age-controlled subjects with or without diabetes. This was carried out using simultaneous photo-plethysmo-graphy (PPG) pulse amplitude series and the R wave-to-R wave interval (RRI) series acquired from healthy subjects (Group 1, number = 42), subjects diagnosed as having diabetes mellitus type 2 with satisfactory blood sugar control (Group 2, number = 38), and type 2 diabetic patients with poor blood sugar control (Group 3, number = 35). Results from PEIorginal and multiscale cross-approximate entropy (MCAE) were also addressed with the same datasets for comparison. The results show that optimal prolongation between the amplitude series and RRI series could be delayed by one to three heartbeat cycles for Group 2, and one to four heartbeat cycles for Group 3 patients. Group 1 subjects only had prolongation for one heartbeat cycle. This study not only demonstrates the sensitivity of PEINEW and PEIorginal in differentiating between Groups 2 and 3 compared with MCAE, highlighting the feasibility of using percussion entropy applications in autonomic nervous function assessments, it also shows that PEINEW can considerably reduce the computational time required for such processes.
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Affiliation(s)
- Ming-Xia Xiao
- School of Computer Science and Information Engineering, Hefei University of Technology, No.193 Tunxi Road, Hefei, Anhui 230009, China; (M.-X.X.); (C.-H.L.); (W.-W.J.)
- School of Electrical and Information Engineering, North Minzu University, No. 204 North Wenchang Street, Yinchuan, Ningxia 750021, China;
| | - Chang-Hua Lu
- School of Computer Science and Information Engineering, Hefei University of Technology, No.193 Tunxi Road, Hefei, Anhui 230009, China; (M.-X.X.); (C.-H.L.); (W.-W.J.)
| | - Na Ta
- School of Electrical and Information Engineering, North Minzu University, No. 204 North Wenchang Street, Yinchuan, Ningxia 750021, China;
| | - Wei-Wei Jiang
- School of Computer Science and Information Engineering, Hefei University of Technology, No.193 Tunxi Road, Hefei, Anhui 230009, China; (M.-X.X.); (C.-H.L.); (W.-W.J.)
| | - Xiao-Jing Tang
- School of Science, Ningxia Medical University, No. 1160 Shengli Street, Yinchuan, Ningxia 750004, China;
| | - Hsien-Tsai Wu
- Department of Electrical Engineering, Dong Hwa University, No. 1, Sec. 2, Da Hsueh Rd., Shoufeng, Hualien 97401, Taiwan, China
- Correspondence:
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8
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Šapina M, Karmakar CK, Kramarić K, Garcin M, Adelson PD, Milas K, Pirić M, Brdarić D, Yearwood J. Multi-lag tone-entropy in neonatal stress. J R Soc Interface 2018; 15:rsif.2018.0420. [PMID: 30232242 DOI: 10.1098/rsif.2018.0420] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 08/29/2018] [Indexed: 11/12/2022] Open
Abstract
Heart rate variability (HRV) has been analysed using linear and nonlinear methods. In the framework of a controlled neonatal stress model, we applied tone-entropy (T-E) analysis at multiple lags to understand the influence of external stressors on healthy term neonates. Forty term neonates were included in the study. HRV was analysed using multi-lag T-E at two resting and two stress phases (heel stimulation and a heel stick blood drawing phase). Higher mean entropy values and lower mean tone values when stressed showed a reduction in randomness with increased sympathetic and reduced parasympathetic activity. A ROC analysis was used to estimate the diagnostic performances of tone and entropy and combining both features. Comparing the resting and simulation phase separately, the performance of tone outperformed entropy, but combining the two in a quadratic linear regression model, neonates in resting as compared to stress phases could be distinguished with high accuracy. This raises the possibility that when applied across short time segments, multi-lag T-E becomes an additional tool for more objective assessment of neonatal stress.
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Affiliation(s)
- Matej Šapina
- University hospital Osijek, Pediatric Clinic, J. Huttlera 4, 31000 Osijek, Croatia .,Medical faculty Osijek, Osijek, Cara Hadrijana 10E, 31000 Osijek, Croatia.,Faculty of Dental medicine and Health, Crkvena 21, 31000 Osijek, Croatia
| | - Chandan Kumar Karmakar
- School of Information Technology, Deakin University, Geelong, Australia.,Department of Electrical and Electronic Engineering, University of Melbourne, Melbourne, Australia
| | - Karolina Kramarić
- University hospital Osijek, Pediatric Clinic, J. Huttlera 4, 31000 Osijek, Croatia.,Medical faculty Osijek, Osijek, Cara Hadrijana 10E, 31000 Osijek, Croatia.,Faculty of Dental medicine and Health, Crkvena 21, 31000 Osijek, Croatia
| | | | - P David Adelson
- Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Krešimir Milas
- University hospital Osijek, Pediatric Clinic, J. Huttlera 4, 31000 Osijek, Croatia.,Medical faculty Osijek, Osijek, Cara Hadrijana 10E, 31000 Osijek, Croatia
| | - Marko Pirić
- Medical faculty Osijek, Osijek, Cara Hadrijana 10E, 31000 Osijek, Croatia
| | - Dario Brdarić
- Faculty of Dental medicine and Health, Crkvena 21, 31000 Osijek, Croatia.,Institute of Public Health for the Osijek-Baranya County, Drinska 8, 31000 Osijek, Croatia
| | - John Yearwood
- School of Information Technology, Deakin University, Geelong, Australia
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9
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González-Gómez GH, Infante O, Martínez-García P, Lerma C. Analysis of diagonals in cross recurrence plots between heart rate and systolic blood pressure during supine position and active standing in healthy adults. CHAOS (WOODBURY, N.Y.) 2018; 28:085704. [PMID: 30180620 DOI: 10.1063/1.5024685] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 05/07/2018] [Indexed: 06/08/2023]
Abstract
The inter beat interval (IBI) duration and systolic blood pressure (SBP) are cardiovascular variables related through several feedback mechanisms. We propose the analysis of diagonal lines in cross recurrence plots (CRPs) from IBI and SBP embedded within the same phase space to identify events where trajectories of both variables concur. The aim of the study was to describe the relationship between IBI and SBP of healthy subjects using CRP and diagonal analysis during baseline condition-supine position (SP)-and how the relationship changes during the physiological stress of active standing (AS). IBI and SBP time series were obtained from continuous blood pressure recordings during SP and AS (15 min each) in 19 young healthy subjects. IBI and SBP time series were embedded within a five-dimensional phase space using an embedding delay estimated from cross correlation between IBI and SBP. During SP, mean CRP showed high determinism (≥85%) and also brief but repeated events where both variables stay within a reduced space. Most quantitative recurrences analysis indexes of CRP increased significantly (p < 0.05) during AS. CRP analysis showed short diagonals indicating a very strong deterministic relationship between IBI and SBP with intermittent unlocking periods. The strength of IBI and SBP relationship increased during the physiological stress of AS. The CRP method allowed a rigorous quantitative description of the deterministic association between these two variables. Diagonal lines were intermittent and not always parallel, showing that there is not a defined and unique rhythm. This suggests the activation of different influences at different times and with different precedence between the heart rate and blood pressure in response to AS.
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Affiliation(s)
| | - Oscar Infante
- Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez, 14080 Mexico D.F., Mexico
| | - Paola Martínez-García
- Servicio de Radio-Oncología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, 14080 Mexico D.F., Mexico
| | - Claudia Lerma
- Departamento de Instrumentación Electromecánica, Instituto Nacional de Cardiología Ignacio Chávez, 14080 Mexico D.F., Mexico
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10
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Karmakar C, Kimura Y, Palaniswami M, Khandoker A. Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation. Biomed Signal Process Control 2015. [DOI: 10.1016/j.bspc.2015.05.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Karmakar CK, Khandoker AH, Jelinek HF, Palaniswami M. Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. Med Biol Eng Comput 2013; 51:537-46. [PMID: 23345007 DOI: 10.1007/s11517-012-1022-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Accepted: 12/18/2012] [Indexed: 10/27/2022]
Abstract
Cardiac autonomic neuropathy (CAN) is an irreversible condition affecting the autonomic nervous system, which leads to abnormal functioning of the visceral organs and affects critical body functions such as blood pressure, heart rate and kidney filtration. This study presents multi-lag Tone-Entropy (T-E) analysis of heart rate variability (HRV) at multiple lags as a screening tool for CAN. A total of 41 ECG recordings were acquired from diabetic subjects with definite CAN (CAN+) and without CAN (CAN-) and analyzed. Tone and entropy values of each patient were calculated for different beat sequence lengths (len: 50-900) and lags (m: 1-8). The CAN- group was found to have a lower mean tone value compared to that of CAN+ group for all m and len, whereas the mean entropy value was higher in CAN- than that in CAN+ group. Leave-one-out (LOO) cross-validation tests using a quadratic discriminant (QD) classifier were applied to investigate the performance of multi-lag T-E features. We obtained 100 % accuracy for tone and entropy with len = 250 and m = {2, 3} settings, which is better than the performance of T-E technique based on lag m = 1. The results demonstrate the usefulness of multi-lag T-E analysis over single lag analysis in CAN diagnosis for risk stratification and highlight the change in autonomic nervous system modulation of the heart rate associated with cardiac autonomic neuropathy.
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Affiliation(s)
- C K Karmakar
- Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville, Melbourne, VIC 3010, Australia.
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Abstract
This article is a brief review of baroreflex physiology, the definition and functional meaning of baroreflex sensitivity, and the methods used to measure baroreflex sensitivity. The arterial baroreflex is important for haemodynamic stability and for cardioprotection, and it has convincingly been demonstrated that baroreflex sensitivity, even when assessed with different methods, has a strong prognostic value. Development of new baroreflex assessing procedures is still ongoing, with a focus on increased reliability in difficult measuring circumstances, e.g., in patients with a weak baroreflex and in patients with frequent arrhythmias.
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