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Gao L, Gaba A, Cui L, Yang HW, Saxena R, Scheer FAJL, Akeju O, Rutter MK, Lo MT, Hu K, Li P. Resting Heartbeat Complexity Predicts All-Cause and Cardiorespiratory Mortality in Middle- to Older-Aged Adults From the UK Biobank. J Am Heart Assoc 2021; 10:e018483. [PMID: 33461311 PMCID: PMC7955428 DOI: 10.1161/jaha.120.018483] [Citation(s) in RCA: 3] [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] [Indexed: 01/28/2023]
Abstract
Background Spontaneous heart rate fluctuations contain rich information related to health and illness in terms of physiological complexity, an accepted indicator of plasticity and adaptability. However, it is challenging to make inferences on complexity from shorter, more practical epochs of data. Distribution entropy (DistEn) is a recently introduced complexity measure that is designed specifically for shorter duration heartbeat recordings. We hypothesized that reduced DistEn predicted increased mortality in a large population cohort. Method and Results The prognostic value of DistEn was examined in 7631 middle‐older–aged UK Biobank participants who had 2‐minute resting ECGs conducted (mean age, 59.5 years; 60.4% women). During a median follow‐up period of 7.8 years, 451 (5.9%) participants died. In Cox proportional hazards models with adjustment for demographics, lifestyle factors, physical activity, cardiovascular risks, and comorbidities, for each 1‐SD decrease in DistEn, the risk increased by 36%, 56%, and 73% for all‐cause, cardiovascular, and respiratory disease–related mortality, respectively. These effect sizes were equivalent to the risk of death from being >5 years older, having been a former smoker, or having diabetes mellitus. Lower DistEn was most predictive of death in those <55 years with a prior myocardial infarction, representing an additional 56% risk for mortality compared with older participants without prior myocardial infarction. These observations remained after controlling for traditional mortality predictors, resting heart rate, and heart rate variability. Conclusions Resting heartbeat complexity from short, resting ECGs was independently associated with mortality in middle‐ to older‐aged adults. These risks appear most pronounced in middle‐aged participants with prior MI, and may uniquely contribute to mortality risk screening.
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Affiliation(s)
- Lei Gao
- Department of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA.,Medical Biodynamics Program Brigham and Women's Hospital Boston MA
| | - Arlen Gaba
- Medical Biodynamics Program Brigham and Women's Hospital Boston MA
| | - Longchang Cui
- Medical Biodynamics Program Brigham and Women's Hospital Boston MA
| | - Hui-Wen Yang
- Medical Biodynamics Program Brigham and Women's Hospital Boston MA
| | - Richa Saxena
- Department of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA.,Broad Institute of MIT and Harvard Cambridge MA.,Center for Genomic Medicine Massachusetts General Hospital Boston MA
| | - Frank A J L Scheer
- Broad Institute of MIT and Harvard Cambridge MA.,Division of Sleep Medicine Harvard Medical School Boston MA
| | - Oluwaseun Akeju
- Department of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA
| | - Martin K Rutter
- Division of Diabetes Endocrinology & Gastroenterology The University of Manchester Manchester UK
| | - Men-Tzung Lo
- Institute of Translational and Interdisciplinary Medicine and Department of Biomedical Sciences and Engineering National Central University Taoyuan Taiwan
| | - Kun Hu
- Medical Biodynamics Program Brigham and Women's Hospital Boston MA.,Division of Sleep Medicine Harvard Medical School Boston MA
| | - Peng Li
- Medical Biodynamics Program Brigham and Women's Hospital Boston MA.,Division of Sleep Medicine Harvard Medical School Boston MA
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Wessel N, Berg K, Kraemer JF, Gapelyuk A, Rietsch K, Hauser T, Kurths J, Wenzel D, Klein N, Kolb C, Belke R, Schirdewan A, Kääb S. Cardiac Autonomic Dysfunction and Incidence of de novo Atrial Fibrillation: Heart Rate Variability vs. Heart Rate Complexity. Front Physiol 2020; 11:596844. [PMID: 33363477 PMCID: PMC7752808 DOI: 10.3389/fphys.2020.596844] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 11/13/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The REACT DX registry evaluates standard therapies to episodes of long-lasting atrial tachyarrhythmias and assesses the quality of sensing and stability of the lead and the implantable cardioverter-defibrillator (ICD) (BIOTRONIK Lumax VR-T DX and successors) over at least a 1-year follow-up period. OBJECTIVE To study the association between the risk of de novo device-detected atrial fibrillation (AF), the autonomic perturbations before the onset of paroxysmal AF and a 7-days heart rate variability (7dHRV) 1 month after ICD implantation. METHODS The registry consists of 234 patients implanted with an ICD, including 10 with de novo long-lasting atrial tachyarrhythmias with no prior history of AF. The patients were matched via the propensity-score methodology as well as for properties directly influencing the ECGs recorded using GE CardioMem CM 3000. Heart rate variability (HRV) analysis was performed using standard parameters from time- and frequency-domains, and from non-linear dynamics. RESULTS No linear HRV was associated with an increased risk of AF (p = n.s.). The only significant approach was derived from symbolic dynamics with the parameter "forbidden words" which distinguished both groups on all 7 days of measurements (p < 0.05), thereby quantifying the heart rate complexity (HRC) as drastically lower in the de novo AF group. CONCLUSION Cardiac autonomic dysfunction denoted by low HRC may be associated with higher AF incidence. For patients with mild to moderate heart failure, standard HRV parameters are not appropriate to quantify cardiac autonomic perturbations before the onset of AF. Further studies are needed to determine the individual risk for AF that would enable interventions to restore autonomic balance in the general population.
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Affiliation(s)
- Niels Wessel
- Department of Physics, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Karsten Berg
- Department of Physics, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jan F. Kraemer
- Department of Physics, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Andrej Gapelyuk
- Department of Physics, Humboldt-Universität zu Berlin, Berlin, Germany
| | | | | | - Jürgen Kurths
- Department of Physics, Humboldt-Universität zu Berlin, Berlin, Germany
- Potsdam Institute for Climate Impact Research, Potsdam, Germany
- Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Dave Wenzel
- Clinic for Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany
| | | | - Christof Kolb
- Deutsches Herzzentrum München, Klinik für Herz- und Kreislauferkrankungen, Abteilung für Elektrophysiologie, Faculty of Medicine, Technische Universität München, Munich, Germany
| | | | | | - Stefan Kääb
- Medical Center of Ludwig-Maximilians-University of Munich, Munich, Germany
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Ginty AT, Kraynak TE, Kuan DC, Gianaros PJ. Ventromedial prefrontal cortex connectivity during and after psychological stress in women. Psychophysiology 2019; 56:e13445. [PMID: 31376163 DOI: 10.1111/psyp.13445] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 05/25/2019] [Accepted: 06/28/2019] [Indexed: 01/14/2023]
Abstract
The ventromedial prefrontal cortex (vmPFC) integrates sensory, affective, memory-related, and social information from diverse brain systems to coordinate behavioral and peripheral physiological responses according to contextual demands that are appraised as stressful. However, the functionality of the vmPFC during stressful experiences is not fully understood. Among 40 female participants, the present study evaluated (a) functional connectivity of the vmPFC during exposure to and recovery following an acute psychological stressor, (b) associations among vmPFC functional connectivity, heart rate, and subjective reports of stress across individuals, and (c) whether patterns of vmPFC functional connectivity were associated with distributed brain networks. Results showed that psychological stress increased vmPFC functional connectivity with individual brain areas implicated in stressor processing (e.g., insula, amygdala, anterior cingulate cortex) and decreased connectivity with the posterior cingulate cortex and thalamus. There were no statistical differences in vmPFC connectivity to individual brain areas during recovery, as compared with baseline. Spatial similarity analyses revealed stressor-evoked increased connectivity of the vmPFC with the so-called dorsal attention, ventral attention, and frontoparietal networks, as well as decreased connectivity with the default mode network. During recovery, vmPFC connectivity increased with the frontoparietal network. Finally, individual differences in heart rate and perceived stress were associated with vmPFC connectivity to the ventral attention, frontoparietal, and default mode networks. Psychological stress appears to alter network-level functional connectivity of the vmPFC in a manner that further relates to individual differences in stressor-evoked cardiovascular and affective reactivity.
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Affiliation(s)
- Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, Texas
| | - Thomas E Kraynak
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania.,Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Dora C Kuan
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Peter J Gianaros
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania.,Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, Pennsylvania
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Scholkmann F, Wolf U. The Pulse-Respiration Quotient: A Powerful but Untapped Parameter for Modern Studies About Human Physiology and Pathophysiology. Front Physiol 2019; 10:371. [PMID: 31024336 PMCID: PMC6465339 DOI: 10.3389/fphys.2019.00371] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/18/2019] [Indexed: 01/06/2023] Open
Abstract
A specific and unique aspect of cardiorespiratory activity can be captured by dividing the heart rate (HR) by the respiration rate (RR), giving the pulse-respiration quotient (PRQ = HR/RR). In this review article, we summarize the main findings of studies using and investigating the PRQ. We describe why the PRQ is a powerful parameter that captures complex regulatory states of the cardiorespiratory system, and we highlight the need to re-introduce the use of this parameter into modern studies about human physiology and pathophysiology. In particular, we show that the PRQ (i) changes during human development, (ii) is time-dependent (ultradian, circadian, and infradian rhythms), (iii) shows specific patterns during sleep, (iv) changes with physical activity and body posture, (v) is linked with psychophysical and cognitive activity, (vi) is sex-dependent, and (vii) is determined by the individual physiological constitution. Furthermore, we discuss the medical aspects of the PRQ in terms of applications for disease classification and monitoring. Finally, we explain why there should be a revival in the use of the PRQ for basic research about human physiology and for applications in medicine, and we give recommendations for the use of the PRQ in studies and medical applications.
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Affiliation(s)
- Felix Scholkmann
- Institute of Complementary and Integrative Medicine, University of Bern, Bern, Switzerland
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John-Henderson NA, Williams SE, Brindle RC, Ginty AT. Changes in sleep quality and levels of psychological distress during the adaptation to university: The role of childhood adversity. Br J Psychol 2018; 109:694-707. [DOI: 10.1111/bjop.12314] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 11/09/2017] [Indexed: 02/03/2023]
Affiliation(s)
| | - Sarah E. Williams
- School of Sport, Exercise and Rehabilitation Sciences; University of Birmingham; UK
| | - Ryan C. Brindle
- Department of Psychiatry; University of Pittsburgh; Pennsylvania USA
| | - Annie T. Ginty
- Department of Psychology and Neuroscience; Baylor University; Waco Texas USA
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Seifert G, Kanitz JL, Rihs C, Krause I, Witt K, Voss A. Rhythmical massage improves autonomic nervous system function: a single-blind randomised controlled trial. JOURNAL OF INTEGRATIVE MEDICINE-JIM 2018; 16:172-177. [PMID: 29598986 DOI: 10.1016/j.joim.2018.03.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Accepted: 12/21/2017] [Indexed: 01/25/2023]
Abstract
BACKGROUND Rhythmical massage therapy (RMT) is a massage technique used in anthroposophic medicine. OBJECTIVE The authors aimed to investigate the physiological action of RMT on the cardiovascular system by analysing heart rate variability (HRV). DESIGN, SETTING, PARTICIPANTS AND INTERVENTION This study was a randomised, controlled and single-blinded trial, involving 44 healthy women (mean age: (26.20 ± 4.71) years). The subjects were randomised to one of three arms: RMT with aromatic oil (RA), RMT without aromatic oil (RM) or standardised sham massage (SM). In the study the subjects were exposed to a standardised stress situation followed by one of the study techniques and Holter electrocardiograms (ECGs) were recorded for 24 h. MAIN OUTCOME MEASURES HRV parameters were calculated from linear (time and frequency domain) and nonlinear dynamics (symbolic dynamics, Poincare plot analysis) of the 24-h Holter ECG records. RESULTS Short- and long-term effects of massage on autonomic regulation differed significantly among the three groups. Immediately after an RMT session, stimulation of HRV was found in the groups RA and RM. The use of an aromatic oil produced greater short-term measurable changes in HRV compared with rhythmic massage alone, but after 24 h the effect was no longer distinguishable from the RM group. The lowest stimulation of HRV parameters was measured in the SM group. CONCLUSION RMT causes specific and marked stimulation of the autonomic nervous system. Use of a medicinal aromatic oil had only a temporary effect on HRV, indicating that the RM causes the most relevant long-term effect. The effect is relatively specific, as the physiological effects seen in the group of subjects who received only SM were considerably less pronounced. TRIAL REGISTRATION Registration trial DRKS00004164 on DRKS.
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Affiliation(s)
- Georg Seifert
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany.
| | - Jenny-Lena Kanitz
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany
| | - Carolina Rihs
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany
| | - Ingrid Krause
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany
| | - Katharina Witt
- Institute of Innovative Health Technologies, Ernst-Abbe-Hochschule, University of Applied Sciences, 07745 Jena, Germany
| | - Andreas Voss
- Institute of Innovative Health Technologies, Ernst-Abbe-Hochschule, University of Applied Sciences, 07745 Jena, Germany
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