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Wyatt B, Forstmann N, Badier N, Hamy AS, De Larochelambert Q, Antero J, Danino A, Vercamer V, De Villele P, Vittrant B, Lanz T, Reyal F, Toussaint JF, Delrieu L. Changes in Physical Activity, Heart Rate, and Sleep Measured by Activity Trackers During the COVID-19 Pandemic Across 34 Countries: Retrospective Analysis. J Med Internet Res 2025; 27:e68199. [PMID: 40184182 PMCID: PMC12008701 DOI: 10.2196/68199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/24/2024] [Accepted: 01/16/2025] [Indexed: 04/05/2025] Open
Abstract
BACKGROUND The COVID-19 pandemic disrupted behavior within populations, affecting physical activity (PA), heart rate (HR), and sleep characteristics in particular. Activity trackers provide unique insights into these changes, enabling large-scale, real-time monitoring. OBJECTIVE This study aims to analyze the associations between the features of the COVID-19 pandemic worldwide and PA, HR, and sleep parameters, using data collected from activity trackers over a 3-year period. METHODS We performed a retrospective analysis using anonymized data collected from the 208,818 users of Withings Steel HR activity trackers, spanning 34 countries, over a 3-year period from January 2019 to March 2022. Key metrics analyzed included daily step counts, average heart rate, and sleep duration. The statistical methods used included descriptive analyses, time-trend analysis, and mixed models to evaluate the impact of restriction measures, controlling for potential confounders such as sex, age, and seasonal variations. RESULTS We detected a significant decrease in PA, with a 12.3% reduction in daily step count (from 5802 to 5082 steps/d) over the 3 years. The proportion of sedentary individuals increased from 38% (n=14,177) in 2019 to 52% (n=19,510) in 2020 and remained elevated at 51% (n=18,972) in 2022, while the proportion of active individuals dropped from 8% (n=2857) to 6% (n=2352) in 2020 before returning to 8% (n=2877) in 2022. In 2022, the global population had not returned to prepandemic PA levels, with a noticeable persistence of inactivity. During lockdowns, HR decreased by 1.5%, which was associated with lower activity levels. Sleep duration increased during restrictions, particularly in the countries with the most severe lockdowns (eg, an increase of 15 min in countries with stringent measures compared to 5 min in less restricted regions). CONCLUSIONS The sustained decrease in PA and its physiological consequences highlight the need for public health strategies to mitigate the long-term effects of the measures taken during the pandemic. Despite the gradual lifting of restrictions, PA levels have not fully recovered, with lasting implications for global health. If similar circumstances arise in the future, priority should be given to measures for effectively increasing PA to counter the increase in sedentary behavior, mitigate health risks, and prevent the rise of chronic diseases.
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Affiliation(s)
- Bastien Wyatt
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
| | - Nicolas Forstmann
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
| | - Nolwenn Badier
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
| | - Anne-Sophie Hamy
- Residual Tumor and Response to Treatment Laboratory, Translational Research Department, INSERM, U932 Immunity and Cancer, Institut Curie, Université Paris Cité, Paris, France
| | - Quentin De Larochelambert
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
| | - Juliana Antero
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
| | - Arthur Danino
- Residual Tumor and Response to Treatment Laboratory, Translational Research Department, INSERM, U932 Immunity and Cancer, Institut Curie, Université Paris Cité, Paris, France
| | | | | | | | - Thomas Lanz
- Department of Anesthesiology, Clinique de la Sauvegarde, Lyon, France
| | - Fabien Reyal
- Residual Tumor and Response to Treatment Laboratory, Translational Research Department, INSERM, U932 Immunity and Cancer, Institut Curie, Université Paris Cité, Paris, France
- Department of Surgical Oncology, Institut Curie, Université Paris Cité, Paris, France
| | - Jean-François Toussaint
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
- CIMS (Center for Investigations in Medicine and Sports), Hôtel-Dieu, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Lidia Delrieu
- Institute for Research in bioMedicine and Epidemiology of Sport, Université Paris Cité, Paris, France
- INSEP (Institut National du Sport, de l'Expertise et de la Performance), Paris, France
- Residual Tumor and Response to Treatment Laboratory, Translational Research Department, INSERM, U932 Immunity and Cancer, Institut Curie, Université Paris Cité, Paris, France
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Harrell M, Dayal D, Rahaman C, Dekle J, Lister R, Skelton A, Brabston E, Evely T, Casp A, Momaya AM. Using Wearable Technology to Evaluate Sleep and Stress for Physicians. South Med J 2025; 118:213-220. [PMID: 40153857 DOI: 10.14423/smj.0000000000001816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/01/2025]
Abstract
OBJECTIVES Physician stress and burnout are increasingly prevalent issues that often are exacerbated by chronic sleep deprivation. Poor sleep not only compromises the well-being of physicians but also can negatively affect patient care and safety. As wearable technology has become more advanced, the potential is growing to use these devices to monitor and analyze physiological metrics such as sleep and stress levels in real time. This systemic review aims to investigate the use of wearable technology to track sleep quality, stress, and burnout among physicians at various levels of training. METHODS A systematic review was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines using Medline, Cochrane, and Embase to identify studies that used wearable technology to monitor sleep and stress outcomes in physicians. Inclusion criteria focused on studies that specifically measured sleep quality, stress, and burnout using wearable technology. Thirteen studies were included in this review. Data extracted from the included studies detailed study design, participant characteristics, type of wearable technology used, and measured sleep outcomes and heart rate variability (HRV) data. RESULTS The data of 540 physicians were included in this study, with Emergency Medicine and Trauma Surgery representing the largest proportion of specialties assessed. Physicians not on call slept an average of 398.3 ± 49.0 minutes per night, whereas those on call slept an average of 226.0 ± 71.3 minutes per night. Physicians also spent 82.5 ± 13.4 minutes in rapid eye movement sleep per night and 41.3 ± 21.8 minutes awake in bed before falling asleep. HRV measures showed an average standard deviation of the R-R intervals across studies of 62.7 ± 28.8 milliseconds. CONCLUSIONS Wearable technology data indicate that physicians sleep less than the recommended amount per night and have reduced sleep quality measures. HRV data indicate increased levels of stress and burnout. The data provided by wearable technology may improve physician well-being and ultimately patient care.
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Affiliation(s)
- Maxwell Harrell
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Dev Dayal
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Clay Rahaman
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Joe Dekle
- University of Alabama at Birmingham Heersink School of Medicine, Birmingham
| | | | - Adam Skelton
- University of Alabama at Birmingham Heersink School of Medicine, Birmingham
| | - Eugene Brabston
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Thomas Evely
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Aaron Casp
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
| | - Amit M Momaya
- From the Department of Orthopaedic Surgery, University of Alabama at Birmingham, Birmingham
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3
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Jiao C, Yang A, Zhao H, Yi R, Gou S, Sha Y, Wen W, Jiao L, Skubic M. Self-Supervised, Non-Contact Heartbeat Detection Based on Ballistocardiograms Utilizing Physiological Information Guidance. IEEE J Biomed Health Inform 2025; 29:2589-2602. [PMID: 40030671 DOI: 10.1109/jbhi.2024.3509875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Ballistocardiograms (BCG) is a passive, non-contact heart rate detection technology that requires no action on the part of the individual. However, during the BCG signal acquisition process, the surface pressure generated by cardiac contraction is easily disturbed by external factors, and as people's health deteriorates, the j-peak (the main peak of the BCG signal) is no longer prominent. Our aim is to establish a non-contact, self-supervised heart rate detection method based on physiological information, to improve the accuracy and robustness of BCG heart rate detection under wider and more adverse conditions. The algorithm is guided by the heart rate estimation based on BCG itself, thereby reconstructing a signal with physiological significance. We also propose a heartbeat mapping algorithm based on Bidirectional Long Short-Term Memory Network (BiLSTM) for extracting global deep features, achieving real-time heartbeat prediction, and eliminating local deviations brought about by reconstruction. To verify the effectiveness of the proposed method, this paper evaluated 40 young subjects and 4 elderly subjects. Compared with the existing state-of-the-art methods, beat-to-beat heart rate estimation and heartbeat detection both performed excellently, surpassing most methods using precise labels. The experimental results show that the proposed method achieves effective heartbeat detection, demonstrating robustness and effectiveness in the face of unavoidable noise and variations.
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Rogers DW, Himariotis AT, Sherriff TJ, Proulx QJ, Duong MT, Noel SE, Cornell DJ. Test-Retest Reliability and Concurrent Validity of Photoplethysmography Finger Sensor to Collect Measures of Heart Rate Variability. Sports (Basel) 2025; 13:29. [PMID: 39997960 PMCID: PMC11861371 DOI: 10.3390/sports13020029] [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: 12/02/2024] [Revised: 01/10/2025] [Accepted: 01/16/2025] [Indexed: 02/26/2025] Open
Abstract
The purpose of the current study was to determine the test-retest reliability and concurrent validity of a photoplethysmography (PPG) finger sensor when collecting heart rate variability (HRV) metrics in reference to electrocardiography (ECG) and heart rate monitor (HRM) devices. Five minutes of R-R interval data were collected from 45 participants (23 females; age: 23.13 ± 4.45 yrs; body mass index: 25.39 ± 4.13 kg/m2) in the supine and seated positions in testing sessions 48 h apart. Moderate-to-excellent test-retest reliability of the HRV data collected from the PPG sensor was identified (ICC2,1 = 0.60-0.93). Additionally, similar standard errors of the mean, coefficient of variation, and minimal detectable change metrics were observed across all devices. Statistically significant (p < 0.05) differences were identified in the HRV data between the PPG sensor and ECG and HRM devices; however, these differences were interpreted as trivial-to-small (g = 0.00-0.59). Further, the PPG sensor tended to only overestimate HRV metrics by <0.5 ms and near perfect relationships (r = 0.91-1.00) and very large-to-near perfect agreement (CCC = 0.81-1.00) were identified between collection methods. The PPG sensor demonstrated adequate test-retest reliability and concurrent validity in both the supine and seated resting positions.
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Affiliation(s)
- Donald W. Rogers
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
- Department of Public Health, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Andreas T. Himariotis
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Thomas J. Sherriff
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Quentin J. Proulx
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Megan T. Duong
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Sabrina E. Noel
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Public Health, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - David J. Cornell
- Health Assessment Laboratory, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.W.R.); (A.T.H.); (T.J.S.); (Q.J.P.); (M.T.D.); (S.E.N.)
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA
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Estrella T, Capdevila L. Identification of Athleticism and Sports Profiles Throughout Machine Learning Applied to Heart Rate Variability. Sports (Basel) 2025; 13:30. [PMID: 39997961 PMCID: PMC11860660 DOI: 10.3390/sports13020030] [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: 11/13/2024] [Revised: 01/03/2025] [Accepted: 01/20/2025] [Indexed: 02/26/2025] Open
Abstract
Heart rate variability (HRV) is a non-invasive health and fitness indicator, and machine learning (ML) has emerged as a powerful tool for analysing large HRV datasets. This study aims to identify athletic characteristics using the HRV test and ML algorithms. Two models were developed: Model 1 (M1) classified athletes and non-athletes using 856 observations from high-performance athletes and 494 from non-athletes. Model 2 (M2) identified an individual soccer player within a team based on 105 observations from the player and 514 from other team members. Three ML algorithms were applied -Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)- and SHAP values were used to interpret the results. In M1, the SVM algorithm achieved the highest performance (accuracy = 0.84, ROC AUC = 0.91), while in M2 Random Forest performed best (accuracy = 0.92, ROC AUC = 0.94). Based on these results, we propose an athleticism index and a soccer identification index derived from HRV data. The findings suggest that ML algorithms, such as SVM and RF, can effectively generate indices based on HRV for identifying individuals with athletic characteristics or distinguishing athletes with specific sports profiles. These insights underscore the importance of integrating HRV assessments systematically into training regimens for enhanced athletic evaluation.
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Affiliation(s)
- Tony Estrella
- Sport Research Institute, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain;
- Laboratory of Sport Psychology, Department of Basic Psychology, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
| | - Lluis Capdevila
- Sport Research Institute, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain;
- Laboratory of Sport Psychology, Department of Basic Psychology, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
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Zeng R, Shen H, He Y, Ge LK, Zhao D, Zhu S, Cai L, Wang Y, Mehling WE, Wei GX. Exploring Individual Differences in Interoception Among Athletes Based on a Three-Dimensional Construct of Interoception. Psychophysiology 2025; 62:e14766. [PMID: 39865370 DOI: 10.1111/psyp.14766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 11/16/2024] [Accepted: 12/27/2024] [Indexed: 01/28/2025]
Abstract
Previous studies demonstrated that sensorimotor training enhances interoceptive abilities. Athletes are highly engaged in performance-driven physical training and often incorporate-to varying degrees-sensorimotor training into their routines. In this study, we investigated the role of individual differences in interoception by comparing professional athletes of different performance levels and both sexes with recreational athletes and controls, applying a three-dimensional model of interoception. Twenty-six elite athletes, 52 recreational athletes, and 50 college students were recruited from national sports teams, local sports training centers, and local universities. We used the Multidimensional Assessment of Interoperative Awareness (MAIA), the Heartbeat Detecting Task (HDT), and a numeric rating scale based on HDT to measure interoceptive sensibility, accuracy, and awareness. At average, athletes showed significantly higher interoceptive sensibility, interoceptive accuracy, and interoceptive awareness than controls. Elite athletes reported significantly higher scores in all measures of interception compared to recreational athletes. Intriguingly, Non-Distracting for interoceptive sensibility was positively correlated with the level of experience in elite athletes. Male athletes had better interoceptive sensibility and interoceptive awareness compared to female athletes in the elite group, while no significant sex differences were detected in the other two groups. These results indicated that level of sport experience and sex are associated with differences in interoceptive accuracy, interoceptive sensibility, and interoceptive awareness. It also suggests that interoceptive ability is possibly an experience-dependent trait for athletic performance, which provides insight for improving sports performance through an approach of enhancing interoceptive ability.
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Affiliation(s)
- Renjie Zeng
- School of Psychology, Beijing Sport University, Beijing, China
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
- School of Physical Education and Sport, Henan University, Kaifeng, China
| | - Haoran Shen
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
- School of Physical Education and Sport, Henan University, Kaifeng, China
| | - Yaping He
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
- School of Physical Education and Sport, Henan University, Kaifeng, China
| | - Li-Kun Ge
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
- School of Physical Education and Sport, Henan University, Kaifeng, China
| | - Daliang Zhao
- Guangzhou Ersha Sports Training Center, Guangzhou, China
| | - Shijie Zhu
- Guangzhou Ersha Sports Training Center, Guangzhou, China
| | - Li Cai
- Guangzhou Sport University, Guangzhou, China
| | - Yu Wang
- School of Education and Psychology, Tianjin University of Sport, Tianjing, China
| | - Wolf E Mehling
- Osher Center for Integrative Health, Department of Family and Community Medicine, University of California, San Francisco, USA
| | - Gao-Xia Wei
- School of Psychology, Beijing Sport University, Beijing, China
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
- School of Physical Education and Sport, Henan University, Kaifeng, China
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Dos Santos Disessa H, Monteiro PHM, da Silva Zacharias V, da Costa Rosa CS, Monteiro HL. A systematic review and meta-analysis investigating the impact of exercise interventions on heart rate variability in hemodialysis patients. Sci Rep 2024; 14:30818. [PMID: 39730561 DOI: 10.1038/s41598-024-81217-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 11/25/2024] [Indexed: 12/29/2024] Open
Abstract
Patients with chronic kidney disease have a high incidence of cardiovascular diseases, and autonomic dysfunction has a determinant role in the relevant declines. Physical exercise influences heart rate variability and cardiac autonomic modulation. Thus, our objective was to systematically review, with a meta-analysis, the correlation between physical exercise interventions and alterations in cardiac autonomic modulation in hemodialysis patients. A customized research strategy was used across four databases. The search yielded 392 studies, with eight randomized clinical trials included (396 participants), indicating that the investigated indices favor the intervention group by increasing autonomic activity. The exercise training probably increases the standard deviation of all NN intervals (20.71 ms CI 95% [9.55, 31.87], p < 0.001, I²=95%) compared to the control group and showing an moderate certainty, was the most commonly used index (seven studies). Mean RR (35.57 ms CI 95% [14.56, 56.57], p = 0.91, I²=0%), the root mean square sum of squares of differences between NN intervals (10.55 ms CI 95% [6.75, 14.34], p = 0.37, I²=4%), and LF/HF (0.28 ms (n.u) [0.11, 0.44], p = 0.18, I²=39%) were also in favor of the training group. However, based on the GRADE analysis we are uncertain whether Mean RR can increase after an exercise intervention, as well RMSSD and LF/HF may increase slightly, we obtained low certainty of this evidence. The exact magnitude of the impact of physical training on the alteration of cardiac autonomic modulation in this patient population has yet to be conclusively defined.
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Affiliation(s)
| | | | - Vitor da Silva Zacharias
- Exercise Assessment and Prescription Laboratory, São Paulo State University (UNESP), São Paulo, Brazil
| | - Clara Suemi da Costa Rosa
- Exercise Assessment and Prescription Laboratory, São Paulo State University (UNESP), São Paulo, Brazil
| | - Henrique Luiz Monteiro
- Exercise Assessment and Prescription Laboratory, São Paulo State University (UNESP), São Paulo, Brazil
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8
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Iwamoto M, Hirabayashi S, Atsumi N. In-silico simultaneous respiratory and circulatory measurement during voluntary breathing, exercise, and mental stress: A computational approach. PLoS Comput Biol 2024; 20:e1012645. [PMID: 39689064 DOI: 10.1371/journal.pcbi.1012645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 11/16/2024] [Indexed: 12/19/2024] Open
Abstract
Voluntary breathing (VB), short-term exercise (STE), and mental stress (MS) can modulate breathing rate (BR), heart rate (HR), and blood pressure (BP), thereby affecting human physical and mental state. While existing experimental studies have explored the relationship between VB, STE, or MS and BR, HR, and BP changes, their findings remain fragmented due to individual differences and challenges in simultaneous, BR, HR, and BP measurements. We propose a computational approach for in-silico simultaneous measurements of the physiological values by comprehensive prediction of the respiratory and circulatory system responses to VB, STE, or MS. Our integrated model combines a respiratory system with a circulatory model, leveraging actor-critic reinforcement learning to control respiratory muscles. We introduce specific parameters to account for involuntary or VB and hyperventilation induced by STE. We modeled mental stress as an electrical input to the amygdala based on prior studies indicating that stress leads to amygdala hyperactivity. Our predictions for breathing rate (BR), tidal volume, minute ventilation, HR, and BP are validated against literature data obtained during various conditions, including different VB patterns (ranging from 6 to 14 bpm), active or passive knee flexion STE, and MS load. The model demonstrates good agreement with experimental results and highlights its ability to explore the mechanism of individual differences. Our model predicts heart rate variability (HRV) indices of total power spectral density and the ellipse area of Poincaré plot. Notably, slow deep breathing at a BR of 6 bpm increases HRV indices, promoting relaxation and cognitive performance. Conversely, MS elevates BP but reduces HRV indices, indicating an unstable and risky state for mental and physical health. Overall, our proposed computational approach provides simultaneous and reasonable predictions of various physiological values, accounting for individual variations through specific parameters.
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Affiliation(s)
- Masami Iwamoto
- Human Science Research-Domain, Toyota Central R&D Labs., Inc., Nagakute, Japan
| | - Satoko Hirabayashi
- Human Science Research-Domain, Toyota Central R&D Labs., Inc., Nagakute, Japan
| | - Noritoshi Atsumi
- Human Science Research-Domain, Toyota Central R&D Labs., Inc., Nagakute, Japan
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Ding Y, Tan K, Sheng L, Ren H, Su Z, Yang H, Zhang X, Li J, Hu P. Integrated mental stress smartwatch based on sweat cortisol and HRV sensors. Biosens Bioelectron 2024; 265:116691. [PMID: 39182413 DOI: 10.1016/j.bios.2024.116691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 08/11/2024] [Accepted: 08/18/2024] [Indexed: 08/27/2024]
Abstract
Mental stress, a human's common emotion that is difficult to recognize and describe, can give rise to serious psychological disorders. Skin and sweat are easily accessible sources of biomarkers and bio-signals that contain information about mental stress. It is challenging for current wearable devices to monitor psychological stress in real-time with a non-invasive manner. Therefore, we have developed a smartwatch integrated with a sweat cortisol sensor and a heart rate variation (HRV) sensor. This smartwatch can simultaneously record the cortisol levels in sweat and HRV index in real time over a long period. The cortisol sensors based on organic electrochemical transistor (OECT) are fabricated by utilizing the Prussian-blue (PB) doped molecular imprinting polymer (MIP) modified gate electrode. The sensor signal current will decrease following the combination of sweat cortisol, due to the blocking of the PBMIP conductive path, demonstrating good sensitivity, selectivity, and stability. The HRV sensor is manufactured by a photoplethysmography method. We have integrated the two sensors into a wearable smartwatch that can match well with the mobile phone APP and the upper computer software. Through the use of this smartwatch, we have observed a negative correlation between cortisol levels in sweat and the HRV index in short-term stressful environments. Our research presents a great progress in real-time and non-invasive monitoring human's stress levels, which promotes not only the stress management, but also better psychological research.
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Affiliation(s)
- Yanan Ding
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Kaiwen Tan
- School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, 150001, China
| | - Li Sheng
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Huiwen Ren
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Zhen Su
- School of Materials Science and Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Hongying Yang
- School of Materials Science and Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Xin Zhang
- School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - Jianyang Li
- School of Materials Science and Engineering, Harbin Institute of Technology, Harbin, 150001, China
| | - PingAn Hu
- Key Laboratory of Micro-systems and Micro-structures Manufacturing of Ministry of Education, Harbin Institute of Technology, Harbin, 150001, China; School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150001, China; School of Materials Science and Engineering, Harbin Institute of Technology, Harbin, 150001, China.
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10
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Gronwald T, Schaffarczyk M, Hoos O. Orthostatic testing for heart rate and heart rate variability monitoring in exercise science and practice. Eur J Appl Physiol 2024; 124:3495-3510. [PMID: 39259398 DOI: 10.1007/s00421-024-05601-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 08/28/2024] [Indexed: 09/13/2024]
Abstract
Orthostatic testing, involving the transition from different body positions (e.g., from lying or sitting position to an upright or standing position), offers valuable insights into the autonomic nervous system (ANS) functioning and cardiovascular regulation reflected through complex adjustments in, e.g., measures of heart rate (HR) and heart rate variability (HRV). This narrative review explores the intricate physiological mechanisms underlying orthostatic stress responses and evaluates its significance for exercise science and sports practice. Into this matter, active orthostatic testing (e.g., active standing up) challenges the cardiovascular autonomic function in a different way than a passive tilt test. It is well documented that there is a transient reduction in blood pressure while standing up, leading to a reflex increase in HR and peripheral vasoconstriction. After that acute response systolic and diastolic blood pressures are usually slightly increased compared to supine lying body position. The ANS response to standing is initiated by instantaneous cardiac vagal withdrawal, followed by sympathetic activation and vagal reactivation over the first 25-30 heartbeats. Thus, HR increases immediately upon standing, peaking after 15-20 beats, and is less marked during passive tilting due to the lack of muscular activity. Standing also decreases vagally related HRV indices compared to the supine position. In overtrained endurance athletes, both parasympathetic and sympathetic activity are attenuated in supine and standing positions. Their response to standing is lower than in non-overtrained athletes, with a tendency for further decreased HRV as a sign of pronounced vagal withdrawal and, in some cases, decreased sympathetic excitability, indicating a potential overtraining state. However, as a significant main characteristic, it could be noted that additional pathophysiological conditions consist in a reduced responsiveness or counter-regulation of neural drive in ANS according to an excitatory stimulus, such as an orthostatic challenge. Hence, especially active orthostatic testing could provide additional information about HR(V) reactivity and recovery giving valuable insights into athletes' training status, fatigue levels, and adaptability to workload. Measuring while standing might also counteract the issue of parasympathetic saturation as a common phenomenon especially in well-trained endurance athletes. Data interpretation should be made within intra-individual data history in trend analysis accounting for inter-individual variations in acute responses during testing due to life and physical training stressors. Therefore, additional measures (e.g., psychometrical scales) are required to provide context for HR and HRV analysis interpretation. However, incidence of orthostatic intolerance should be evaluated on an individual level and must be taken into account when considering to implement orthostatic testing in specific subpopulations. Recommendations for standardized testing procedures and interpretation guidelines are developed with the overall aim of enhancing training and recovery strategies. Despite promising study findings in the above-mentioned applied fields, further research, thorough method comparison studies, and systematic reviews are needed to assess the overall perspective of orthostatic testing for training monitoring and fine-tuning of different populations in exercise science and training.
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Affiliation(s)
- Thomas Gronwald
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany.
- G-Lab, Faculty of Applied Sport Sciences and Personality, BSP Business and Law School, Berlin, Germany.
| | - Marcelle Schaffarczyk
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Am Kaiserkai 1, 20457, Hamburg, Germany
| | - Olaf Hoos
- Center for Sports and Physical Education, Faculty of Human Sciences, Julius-Maximilians-University Wuerzburg, Würzburg, Germany
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Soler-López A, Moreno-Villanueva A, Gómez-Carmona CD, Pino-Ortega J. The Role of Biomarkers in Monitoring Chronic Fatigue Among Male Professional Team Athletes: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2024; 24:6862. [PMID: 39517758 PMCID: PMC11548435 DOI: 10.3390/s24216862] [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: 09/26/2024] [Revised: 10/16/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
This systematic review synthesizes evidence on biomarker responses to physiological loads in professional male team sport athletes, providing insights into induced fatigue states. Structured searches across major databases yielded 28 studies examining various biomarkers in elite team sport players. Studies evaluated muscle damage markers, anabolic/catabolic hormones reflecting metabolic strain, inflammatory markers indicating immune activity and tissue damage, immunological markers tied to infection risk, and oxidative stress markers showing redox imbalances from excessive physiological load. Responses were examined in official matches and training across competitive seasons. The evidence shows that professional team sports induce significant alterations in all studied biomarkers, reflecting measurable physiological strain, muscle damage, oxidative stress, inflammation, and immunosuppression during intensive exercise. These effects tend to be larger and more prolonged after official matches compared to training. Reported recovery time courses range from 24-h to several days post-exercise. Monitoring biomarkers enables quantifying cumulative fatigue and physiological adaptations to training/competition loads, helping to optimize performance while mitigating injury and overtraining. Key biomarkers include creatine kinase, testosterone, cortisol, testosterone/cortisol ratio, salivary immunoglobulin-A, and markers of inflammation and oxidative stress. Further research should extend biomarker monitoring to cover psychological stress and affective states alongside physiological metrics for deeper insight into athlete wellness and readiness.
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Affiliation(s)
- Alejandro Soler-López
- Department of Physical Activity and Sport, Faculty of Sport Sciences, University of Murcia, 30720 San Javier, Spain
- BioVetMed & SportSci Research Group, University of Murcia, 30100 Murcia, Spain
| | - Adrián Moreno-Villanueva
- BioVetMed & SportSci Research Group, University of Murcia, 30100 Murcia, Spain
- Faculty of Health Sciences, Isabel I University, 09003 Burgos, Spain
| | - Carlos D Gómez-Carmona
- BioVetMed & SportSci Research Group, University of Murcia, 30100 Murcia, Spain
- Research Group in Optimization of Training and Sports Performance (GOERD), Department of Didactics of Music Plastic and Body Expression, Faculty of Sport Science, University of Extremadura, 10003 Caceres, Spain
- Department of Music, Plastic and Body Expression, Faculty of Human and Social Sciences, University of Zaragoza, 44003 Teruel, Spain
| | - José Pino-Ortega
- Department of Physical Activity and Sport, Faculty of Sport Sciences, University of Murcia, 30720 San Javier, Spain
- BioVetMed & SportSci Research Group, University of Murcia, 30100 Murcia, Spain
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Tanner V, Millet GP, Bourdillon N. Agreement Between Heart Rate Variability - Derived vs. Ventilatory and Lactate Thresholds: A Systematic Review with Meta-Analyses. SPORTS MEDICINE - OPEN 2024; 10:109. [PMID: 39379776 PMCID: PMC11461412 DOI: 10.1186/s40798-024-00768-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 08/30/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Determining thresholds by measuring blood lactate levels (lactate thresholds) or gas exchange (ventilatory thresholds) that delineate the different exercise intensity domains is crucial for training prescription. This systematic review with meta-analyses aims to assess the overall validity of the first and second heart rate variability - derived threshold (HRVT1 and HRVT2, respectively) by computing global effect sizes for agreement and correlation between HRVTs and reference - lactate and ventilatory (LT-VTs) - thresholds. Furthermore, this review aims to assess the impact of subjects' characteristics, HRV methods, and study protocols on the agreement and correlation between LT-VTs and HRVTs. METHODS Systematic computerised searches for studies determining HRVTs during incremental exercise in humans were conducted. The agreements and correlations meta-analyses were conducted using a random-effect model. Causes of heterogeneity were explored by subgroup analysis and meta-regression with subjects' characteristics, incremental exercise protocols, and HRV methods variables. The methodological quality was assessed using QUADAS-2 and STARDHRV tools. The risk of bias was assessed by funnel plots, fail-safe N test, Egger's test of the intercept, and the Begg and Mazumdar rank correlation test. RESULTS Fifty included studies (1160 subjects) assessed 314 agreements (95 for HRVT1, 219 for HRVT2) and 246 correlations (82 for HRVT1, 164 for HRVT2) between LT-VTs and HRVTs. The standardized mean differences were trivial between HRVT1 and LT1-VT1 (SMD = 0.08, 95% CI -0.04-0.19, n = 22) and between HRVT2 and LT2-VT2 (SMD = -0.06, 95% CI -0.15-0.03, n = 42). The correlations were very strong between HRVT1 and LT1-VT1 (r = 0.85, 95% CI 0.75-0.91, n = 22), and between HRVT2 and LT2-VT2 (r = 0.85, 95% CI 0.80-0.89, n = 41). Moreover, subjects' characteristics, type of ergometer, or initial and incremental workload had no impact on HRVTs determination. CONCLUSION HRVTs showed trivial differences and very strong correlations with LT-VTs and might thus serve as surrogates. These results emphasize the usefulness of HRVTs as promising, accessible, and cost-effective means for exercise and clinical prescription purposes.
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Affiliation(s)
- Valérian Tanner
- Quartier UNIL-Centre, Institute of Sport Sciences, University of Lausanne, Bâtiment Synathlon, Lausanne, 1015, Switzerland.
| | - Grégoire P Millet
- Quartier UNIL-Centre, Institute of Sport Sciences, University of Lausanne, Bâtiment Synathlon, Lausanne, 1015, Switzerland
| | - Nicolas Bourdillon
- Quartier UNIL-Centre, Institute of Sport Sciences, University of Lausanne, Bâtiment Synathlon, Lausanne, 1015, Switzerland
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13
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Dal N, Tok S, Balıkçı İ, Yılmaz SE, Binboğa E. Comparison of Heart Rate Variability Psychological Responses and Performance in Virtual and Real Archery. Brain Behav 2024; 14:e70070. [PMID: 39378317 PMCID: PMC11460634 DOI: 10.1002/brb3.70070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 08/28/2024] [Accepted: 08/31/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND This study examines the psychophysiological differences between virtual reality (VR) and real archery. It explores whether VR archery induces heart rate (HR), heart rate variability (HRV), and breathing rates similar to those experienced in real archery. Additionally, the study assesses differences in perceived anxiety, difficulty, confidence, rate of perceived exertion (RPE), and shooting performance between the two modalities, providing insights into the efficacy of VR as a training tool for archery. METHODS Twenty-two (women: 8) individuals aged 20-24 participated in the study. We first recorded individuals' resting HR, HRV, and breathing rates during baseline. Afterward, participants shot 10 real and virtual arrows from 18 m, whereas their HR, HRV, and breathing rate were measured, each lasting 4 min. Performance in VR and real archery was determined separately as the sum of the shots. We performed paired sample t-tests to compare individuals' performance, psychological, and psychophysiological responses recorded during VR and real arrow shooting. Afterward, we compared percentage changes between VR and real archery. RESULTS Results showed that HR and root mean square of successive differences (RMMSD) were significantly higher during real archery compared to virtual archery. In addition, VR archery led to a greater percentage change in RMSSD compared to real archery. Participants reported greater RPE and perceived difficulty after real archery. Performance was also higher during VR archery than real archery. CONCLUSIONS Consequently, the results of the present study illustrated that VR, and real archery might lead to different autonomic response patterns in terms of vagal activity.
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Affiliation(s)
- Nihal Dal
- Faculty of Sports SciencesManisa Celal Bayar UniversityManisaTurkey
| | - Serdar Tok
- Faculty of Sports SciencesManisa Celal Bayar UniversityManisaTurkey
| | - İlker Balıkçı
- Faculty of Sports SciencesManisa Celal Bayar UniversityManisaTurkey
| | - Said Enes Yılmaz
- Faculty of Sports SciencesManisa Celal Bayar UniversityManisaTurkey
| | - Erdal Binboğa
- Department of BiophysicsFaculty of Medicine, Ege UniversityIzmirTurkey
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Michaeli Izak E, Kodesh E, Weissman-Fogel I. Vagal tone, pain sensitivity and exercise-induced hypoalgesia: The effect of physical activity level. Eur J Pain 2024; 28:1524-1535. [PMID: 38606718 DOI: 10.1002/ejp.2275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 03/29/2024] [Accepted: 04/06/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Vagal activity has analgesic effects that are attributed to exercise-induced hypoalgesia (EIH). High vagal tone and low pain sensitivity are reported in individuals who routinely exercise yet, their association is unclear. Furthermore, it is unknown if the heightened vagal tone following high physical activity predicts and intensifies EIH. METHODS Fifty-one healthy participants (27 low-moderately physically active; 27 females) underwent a resting-state electrocardiogram followed by heart rate variability analysis. Pain measurements, including pressure (PPT) and heat (HPT) pain thresholds, ratings of tonic heat pain (THP) and conditioned pain modulation (CPM) paradigm, were conducted pre- and post-exercise on a cycle ergometer. RESULTS The highly active group demonstrated higher vagal tone compared to the low-moderately active (root mean square of successive differences between R-R intervals: 63.96.92 vs. 34.78 ms, p = 0.018; percentage of successive R-R intervals that exceed 50 ms: 24.41 vs. 11.52%, p = 0.012). Based on repeated-measure ANOVA, the highly active group showed higher PPT at pre-exercise, compared to the low-moderately active group (382 kPa vs. 327 kPa; p = 0.007). Post-exercise, both groups demonstrated EIH, increased HPT (p = 0.013) and decreased THP ratings (p < 0.001). Linear regression revealed that only in the low-moderately active group, higher vagal tone was associated with more efficient pre-exercise CPM and a greater reduction in THP ratings post-exercise (p ≤ 0.01). CONCLUSIONS Highly active individuals demonstrate greater vagal tone and lower pain sensitivity but no greater EIH. Vagal tone moderates pain inhibition efficiency and EIH only in low-moderately active individuals. These findings suggest that physical activity level moderates the vagal-pain association via the endogenous analgesia system. SIGNIFICANCE Highly physically active individuals exhibit greater vagal tone and reduced sensitivity to experimental pain, yet they do not benefit more from exercise-induced hypoalgesia (EIH) compared to low-moderately active individuals. Moreover, low-moderately active individuals with greater vagal tone exhibited more efficient endogenous pain inhibition and greater EIH, suggestive of the moderation effect of physical activity level on vagal-pain associations.
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Affiliation(s)
- Ela Michaeli Izak
- Physical Therapy Department, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Einat Kodesh
- Physical Therapy Department, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Irit Weissman-Fogel
- Physical Therapy Department, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
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Gorgulu R, Oruç H, Vasile C, Corlaci I, Voinea F. Orienteering Is More than Just Running! Acute Effect of Competitive Pressure on Autonomic Cardiac Activity among Elite Orienteering Athletes. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1547. [PMID: 39336588 PMCID: PMC11434041 DOI: 10.3390/medicina60091547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/10/2024] [Accepted: 09/17/2024] [Indexed: 09/30/2024]
Abstract
Background and Objectives: Orienteering is a sport characterized by high physical exertion and intense mental demands, which increase susceptibility to errors. Understanding the impact of such errors on psychophysiological responses, particularly on heart rate variability (HRV), is essential. This study aimed to investigate the relationship between psychophysiological indicators and checkpoint errors made by elite orienteers during official competition. Materials and Methods: Fifty-three orienteers participated in this study, and their performance was continuously monitored and recorded by using a global positioning system (GPS) and HRV data. Errors made during the orienteering events were identified and analyzed. HRV data were examined in three temporal segments: before, during, and after the identified and standardized errors. Results: The analyses indicated that errors significantly impacted HRV indices across multiple domains: the time domain, frequency domain, and nonlinear domain. Additionally, a significant effect of sex on the normalized the root mean square of successive differences (r-MSSD) before and after the error was observed. Conclusions: The findings of this study underscore the significant impact of errors made by orienteers on cardiovascular responses, as evidenced by measurable alterations in HRV metrics. Cardiovascular activity, represented by the HRV, can provide useful information for coaches and sport psychologists to adopt effective training programs for athletes.
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Affiliation(s)
- Recep Gorgulu
- Psychology of Elite Performance Laboratory (PePLaB), Faculty of Sport Sciences, Bursa Uludag University, Bursa 16059, Turkey
| | - Hilal Oruç
- Department of Physical Education and Sports, Faculty of Sport Sciences, Bursa Uludag University, Bursa 16059, Turkey;
| | - Cristian Vasile
- Educational Sciences Department, Faculty of Letters and Sciences, Petroleum-Gas University of Ploiesti, 100680 Ploiesti, Romania;
| | - Ionuț Corlaci
- Physical and Sports Education Department, Faculty of Physical Education and Sport, National University of Physical Education and Sports, 060057 Bucharest, Romania;
| | - Florin Voinea
- Department of Physical Education, Sport and Physiotherapy, Faculty of Physical Education of Sport, Ovidius University of Constanta, 900470 Constanta, Romania;
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Kim KR, Kang TW, Kim H, Lee YJ, Lee SH, Yi H, Kim HS, Kim H, Min J, Ready J, Millard-Stafford M, Yeo WH. All-in-One, Wireless, Multi-Sensor Integrated Athlete Health Monitor for Real-Time Continuous Detection of Dehydration and Physiological Stress. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2403238. [PMID: 38950170 PMCID: PMC11434103 DOI: 10.1002/advs.202403238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/03/2024] [Indexed: 07/03/2024]
Abstract
Athletes are at high risk of dehydration, fatigue, and cardiac disorders due to extreme performance in often harsh environments. Despite advancements in sports training protocols, there is an urgent need for a non-invasive system capable of comprehensive health monitoring. Although a few existing wearables measure athlete's performance, they are limited by a single function, rigidity, bulkiness, and required straps and adhesives. Here, an all-in-one, multi-sensor integrated wearable system utilizing a set of nanomembrane soft sensors and electronics, enabling wireless, real-time, continuous monitoring of saliva osmolality, skin temperature, and heart functions is introduced. This system, using a soft patch and a sensor-integrated mouthguard, provides comprehensive monitoring of an athlete's hydration and physiological stress levels. A validation study in detecting real-time physiological levels shows the device's performance in capturing moments (400-500 s) of synchronized acute elevation in dehydration (350%) and physiological strain (175%) during field training sessions. Demonstration with a few human subjects highlights the system's capability to detect early signs of health abnormality, thus improving the healthcare of sports athletes.
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Affiliation(s)
- Ka Ram Kim
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Tae Woog Kang
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Hodam Kim
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Yoon Jae Lee
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Sung Hoon Lee
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Hoon Yi
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Hyeon Seok Kim
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Hojoong Kim
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Jihee Min
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, 30322, USA
| | - Jud Ready
- Electro-Optical Systems Laboratory, Georgia Tech Research Institute, Atlanta, GA, 30332, USA
| | | | - Woon-Hong Yeo
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Tech and Emory University School of Medicine, Atlanta, GA, 30332, USA
- Parker H. Petit Institute for Bioengineering and Biosciences, Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, Atlanta, GA, 30332, USA
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Biggs AT, Jensen AE, Kelly KR. Heart rate of fire: exploring direct implementation of physiological measurements in realistic shoot/don't-shoot simulations. Front Sports Act Living 2024; 6:1444655. [PMID: 39267813 PMCID: PMC11390588 DOI: 10.3389/fspor.2024.1444655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/12/2024] [Indexed: 09/15/2024] Open
Abstract
Introduction Shooting simulations provide an excellent opportunity to train use-of-force decisions in controlled environments. Recently, military and law enforcement organizations have expressed a growing desire to integrate physiological measurement into simulations for training and feedback purposes. Although participants can easily wear physiological monitors in these scenarios, direct implementation into training may not be simple. Theoretical problems exist in the ultra-short heart rate variability windows associated with use-of-force training, and practical problems emerge as existing scenario libraries at training organizations were not designed for physiological monitoring. Methods The current study explored the challenges and possibilities associated with direct implementation of physiological monitoring into an existing library of firearms training scenarios. Participants completed scenarios in a shooting simulator using existing military training scenarios while wearing a device to monitor their heart rate. Results The results revealed lower heart rate variability (approximately 6%) occurred in scenarios where participants did not have to fire weapons, indicating that don't-shoot scenarios may actually impose more cognitive stress on shooters. Additional evidence further demonstrated how both behavioral and physiological factors could be used concomitantly to predict unintentionally firing on non-hostile actors. However, behavioral measures were more predictive (e.g., β = .221) than physiological measures (e.g., β = -.132) when the latter metrics were limited to specific scenarios. Qualitative results suggest that simply applying physiological monitoring to existing shooting simulations may not yield optimal results because it would be difficult to directly integrate physiological measurement in a meaningful way without re-designing some elements of the simulations, the training procedure, or both. Discussion Future use-of-force shooting simulations should consider designing novel scenarios around the physiological measurement rather than directly implementing physiological assessments into existing libraries of scenarios.
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Affiliation(s)
- Adam T Biggs
- Medical Department, Naval Special Warfare Command, San Diego, CA, United States
| | - Andrew E Jensen
- Leidos, Inc., San Diego, CA, United States
- Warfighter Performance Department, Naval Health Research Center, San Diego, CA, United States
| | - Karen R Kelly
- Warfighter Performance Department, Naval Health Research Center, San Diego, CA, United States
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Ladriñán-Maestro A, Sánchez-Infante J, Martín-Vera D, Sánchez-Sierra A. Influence of an inspiratory muscle fatigue protocol on healthy youths on respiratory muscle strength and heart rate variability. A randomized controlled trial. Front Physiol 2024; 15:1457019. [PMID: 39247158 PMCID: PMC11377326 DOI: 10.3389/fphys.2024.1457019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
Introduction: Inspiratory muscle fatigue has been shown to have effects on the autonomic nervous system and physical condition. This study aimed to evaluate the influence of an inspiratory muscle fatigue protocol on respiratory muscle strength and heart rate variability in healthy youths. Materials and Methods: A randomized controlled clinical trial, employing double-blinding, was conducted with twenty-seven participants aged 18-45 years, non-smokers and engaged in sports activity at least three times a week for a minimum of 1 year. Participants were randomly assigned to three groups: Inspiratory Muscle Fatigue group, Activation group, and Control group. Measurements of heart rate variability, diaphragmatic ultrasound, and maximum inspiratory pressure were taken at two stages: before the intervention and immediately after treatment. Results: In our results with respect to baseline to post-treatment, the inspiratory muscle fatigue group showed lower values in the Sniff contraction velocity variable (10.96 cm/s ± 1.99-8.34 cm/s ± 1.23; p < 0.01) and higher values in the activation group (10.59 cm/s ± 0.89-12.66 cm/s ± 1.15; p < 0.01) with respect to the control group (10.27 cm/s ± 1.48-9.97 cm/s ± 1.42). On the other hand, the inspiratory muscle fatigue group showed higher values in the Low frequency variable (49.37 n.u. ± 13.91 to 69.48 n.u. ± 8.22; p < 0.01) and lower values in the activation group (57.92 n.u. ± 8.37 to 41.59 n.u. ± 11.21; p < 0.01) with respect to the control group (50.83 n.u. ± 17.30 to 52.10 n.u. ± 20.64). Additionally, significant correlations were found between respiratory variables and heart rate variability variables. Conclusion: Acute fatigue of the inspiratory musculature appears to negatively impact heart rate variability and inspiratory muscle strength in healthy youths. Clinical Trial Registration: https://clinicaltrials.gov/study/NCT06278714; Identifier: NCT06278714.
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Affiliation(s)
- Arturo Ladriñán-Maestro
- School for Doctoral Studies and Research, Universidad Europea de Madrid, Madrid, Spain
- Research Group on Exercise Therapy and Functional Rehabilitation, Faculty of Sports Sciences, Universidad Europea de Madrid, Madrid, Spain
- Faculty of Physiotherapy and Nursing of Toledo, Universidad de Castilla-La Mancha, Toledo, Spain
| | - Jorge Sánchez-Infante
- Faculty of Physiotherapy and Nursing of Toledo, Universidad de Castilla-La Mancha, Toledo, Spain
- Department of Sport Sciences, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Spain
- Physiotherapy Research Group of Toledo (GIFTO), Faculty of Physiotherapy and Nursing, Universidad de Castilla-La Mancha, Toledo, Spain
- Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Daniel Martín-Vera
- Research Group on Exercise Therapy and Functional Rehabilitation, Faculty of Sports Sciences, Universidad Europea de Madrid, Madrid, Spain
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Spain
| | - Alberto Sánchez-Sierra
- Research Group on Exercise Therapy and Functional Rehabilitation, Faculty of Sports Sciences, Universidad Europea de Madrid, Madrid, Spain
- Faculty of Physiotherapy and Nursing of Toledo, Universidad de Castilla-La Mancha, Toledo, Spain
- Physiotherapy Research Group of Toledo (GIFTO), Faculty of Physiotherapy and Nursing, Universidad de Castilla-La Mancha, Toledo, Spain
- Department of Physiotherapy, Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Spain
- Clínica Sierra Varona SL, Toledo, Spain
- Department of Physical Therapy, Camilo José Cela University, Madrid, Spain
- Department of Physical Therapy, Universidad Alfonso X El Sabio, Villanueva de la Cañada, Spain
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Sanchis C, Plaza M, Checa I, Monleón C. Combined effects of a Mediterranean diet and respiratory muscle training on higher education woodwind musicians: A randomized controlled trial. Heliyon 2024; 10:e35495. [PMID: 39170324 PMCID: PMC11336701 DOI: 10.1016/j.heliyon.2024.e35495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 06/19/2024] [Accepted: 07/30/2024] [Indexed: 08/23/2024] Open
Abstract
A two-factor within subjects and randomized controlled was conducted with three groups (two experimental and one control) to explore the effects of the Mediterranean diet and respiratory muscle training on ventilatory fatigue, stress, and emotional performance of woodwind musicians. 70 students from the Valencia Conservatory of Music were recruited and randomized into three groups: respiratory training group + nutrition program (RTG; n = 17), control group (CG; n = 35) and nutrition program group (NPG; n = 18). The nutritional program was based on Mediterranean a diet. Body composition, emotional intelligence, physiological stress and ventilatory response were assessed for all groups before and after intervention. Mixed ANOVA showed main effects of diet and training interventions on emotional attention (F = 8.042; p = 0.006), clarity (F = 9.306; p = 0.003), repair (F = 5.527; p = 0.022), Forced-Expiratory-Volume (F = 30.196; p < 0.000) and Forced-Vital-Capacity (F = 21.052; p < 0.000), with both interventions improving emotional intelligence and ventilatory variables. Bonferroni post-hoc analysis revealed significant differences of RTG and CG for emotional attention (MD = 4.60; p = 0.023), comprehension (MD = 5.734; p = 0.005), repair (MD = 8.576; p < 0.000), FEV1 (MD = 0.862; p = 0.005), and FCV (MD = 1.608; p < 0.001); with similar results when comparing NTG and CG: emotional attention (MD = 4.156; p = 0.041), comprehension (MD = 4.473; p = 0.033), repair (MD = 6.511; p = 0.001), Forced-Expiratory-Volume (MD = 1.608; p < 0.001), and Forced-Vital-Capacity (MD = 1.183; p < 0.001). No significant effects of experimental groups were observed for physiological stress variables (p > 0.05). This results suggests that respiratory training enhances emotional intelligence and lessens respiratory fatigue in musicians, and a combination of a Mediterranean diet and respiratory muscle training further boosts emotional intelligence, albeit with limited impact on physiological stress. This study represents a novel investigation into the approach by dietary interventions and respiratory muscle training in wind musicians since there are no studies that analyze it.
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Affiliation(s)
- Carlos Sanchis
- Catholic University of Valencia “San Vicente Mártir”, Faculty of Physical Education and Sports Sciences, Valencia, Spain
| | - Marcos Plaza
- Doctoral School, Catholic University of Valencia “San Vicente Mártir”, Faculty of Physical Education and Sports Sciences, Valencia, Spain
| | - Irene Checa
- Department of Developmental and Educational Psychology, Faculty of Psychology and Speech Therapy, University of Valencia, Valencia, Spain
| | - Cristina Monleón
- Catholic University of Valencia “San Vicente Mártir”, Faculty of Physical Education and Sports Sciences, Valencia, Spain
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20
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Piatek S, Voigt-Zimmermann S, Böckelmann I. Heart Rate Variability in a Vocal Stress Test with Special Consideration of the Objective Voice Function. J Voice 2024:S0892-1997(24)00230-3. [PMID: 39117518 DOI: 10.1016/j.jvoice.2024.07.019] [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: 06/08/2024] [Accepted: 07/16/2024] [Indexed: 08/10/2024]
Abstract
OBJECTIVE Many employees, especially in voice-intensive professions, are under psychological stress at work, which is very difficult to objectify. The aim of the study was to analyze correlations between heart rate variability (HRV) parameters and objective voice function using weighted voice parameters (Dysphonia Severity Index [DSI]) in order to determine whether subjects with impaired vocal function show a predominance of sympathetic control during a vocal stress test. STUDY DESIGN Prospective. METHODS Fifty-three people of working age were examined. After asking for sociodemographic, occupational, and voice-related data, the objective voice function was determined using the DiVAS voice diagnostics system, and a 20-minute vocal stress test was performed. The electrocardiogram was recorded using medilog AR12plus during the vocal stress test and in a 5-minute rest phase before and a 5-minute recovery phase after the test. HRV was analyzed using the Kubios HRV Premium software. RESULTS HRV was reduced during the vocal stress test compared to the resting and recovery phase. A Spearman correlation analysis showed significant correlations, particularly between the frequency-related HRV parameters and the DSI. The DSI correlated positively with the high frequency (HF) band (the relative power and the normalized unit). The DSI correlated negatively with the quotient between low frequency and HF and the low frequency normalized unit. CONCLUSION During a vocal stress test, adults in working age show a correlation between parameters of objective vocal function and parameters of HRV. The more impaired the objective vocal function, the higher the predominance of sympathetic activation under vocal stress. The voice can therefore be seen as a "warning signal" for the processes in the autonomic nervous system. The use of preventive strategies for stress management and for voice health appears to be particularly beneficial in vocally stressful occupations in order to achieve a positive effect on parasympathetic activity.
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Affiliation(s)
- Stephanie Piatek
- Department of Occupational Medicine, Otto von Guericke University Magdeburg, Magdeburg, Germany.
| | - Susanne Voigt-Zimmermann
- Department of Speech Science and Phonetics, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Irina Böckelmann
- Department of Occupational Medicine, Otto von Guericke University Magdeburg, Magdeburg, Germany
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21
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Sammito S, Thielmann B, Böckelmann I. Update: factors influencing heart rate variability-a narrative review. Front Physiol 2024; 15:1430458. [PMID: 39165281 PMCID: PMC11333334 DOI: 10.3389/fphys.2024.1430458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 07/22/2024] [Indexed: 08/22/2024] Open
Abstract
Objective Heart rate variability (HRV) is an important non-invasive marker for the assessment of an organism's autonomic physiological regulatory pathways. Lower HRV has been shown to correlate with increased mortality. HRV is influenced by various factors or diseases. The aim of this narrative review is to describe the current state of knowledge on factors influencing HRV and their significance for interpretation. Methods The narrative review only included reviews, meta-analyses, and cohort studies which were published until 2021. HRV confounders were grouped into four categories (non-influenceable physiological factors, diseases, influenceable lifestyle factors and external factors). Results The review found that HRV was decreased not only in non-influenceable physiological factors (e.g., age, gender, ethnicity) but also in connection with various number of acute and chronic diseases (e.g., psychiatric diseases, myocardial infarction, heart failure), influenceable lifestyle factors (e.g., alcohol abuse, overweight, physical activity), and external factors (e.g., heat, noise, shift work, harmful- and hazardous substances). Conclusion In order to improve the quality of HRV studies and to ensure accurate interpretation, it is recommended that confounders be taken into account in future diagnostic measurements or measurements in the workplace (e.g., as part of health promotion measures) in order to counteract data bias.
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Affiliation(s)
- Stefan Sammito
- German Air Force Centre of Aerospace Medicine, Cologne, Germany
- Occupational Medicine, Faculty of Medicine, Otto von Guericke University, Magdeburg, Germany
| | - Beatrice Thielmann
- Occupational Medicine, Faculty of Medicine, Otto von Guericke University, Magdeburg, Germany
| | - Irina Böckelmann
- Occupational Medicine, Faculty of Medicine, Otto von Guericke University, Magdeburg, Germany
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22
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Rentería LI, Greenwalt CE, Johnson S, Kviatkovsky SA, Dupuit M, Angeles E, Narayanan S, Zeleny T, Ormsbee MJ. Early Detection of COVID-19 in Female Athletes Using Wearable Technology. Sports Health 2024; 16:512-517. [PMID: 37401442 PMCID: PMC10333556 DOI: 10.1177/19417381231183709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Heart rate variability (HRV), respiratory rate (RR), and resting heart rate (RHR) are common variables measured by wrist-worn activity trackers to monitor health, fitness, and recovery in athletes. Variations in RR are observed in lower-respiratory infections, and preliminary data suggest changes in HRV and RR are linked to early detection of COVID-19 infection in nonathletes. HYPOTHESIS Wearable technology measuring HRV, RR, RHR, and recovery will be successful for early detection of COVID-19 in NCAA Division I female athletes. STUDY DESIGN Cohort study. LEVEL OF EVIDENCE Level 2. METHODS Female athletes wore WHOOP, Inc. bands through the 2020 to 2021 competitive season. Of the athletes who tested positive for COVID (n = 33), 14 had enough data to be assessed (N = 14; 20.0 ± 1.3 years; 69.8 ± 7.2 kg; 172.0 ± 8.3 cm). Roughly 2 weeks of noninfected days were used to set baseline levels of HRV, RR, recovery, and RHR to compare with -3, -2, and -1 days before a positive COVID-19 result. RESULTS Increases in RR (P = 0.02) were detected on day -3. RHR (P < 0.01) and RR increased (P < 0.01), while HRV decreased (P < 0.05) on day -1, compared with baseline. Differences were noted in all variables on the day of the positive COVID-19 result: decreased HRV (P < 0.05) and recovery scores (P < 0.01), and increased RHR (P < 0.01) and RR (P < 0.01). CONCLUSION In female athletes, wearable technology was successful in predicting COVID-19 infection through changes in RR 3 days before a positive test, and also HRV and RHR the day before a positive test. CLINICAL RELEVANCE Wearable technology may be used, as part of a multifaceted approach, for the early detection of COVID-19 in elite athletes through monitoring of HRV, RR, and RHR for overall team health.
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Affiliation(s)
- Liliana I. Rentería
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida
| | - Casey E. Greenwalt
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida
| | - Sarah Johnson
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida
| | - Shiloah A. Kviatkovsky
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida, and Center for Aging and Longevity, Geriatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Marine Dupuit
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida, and Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), Clermont Auvergne University, Clermont-Ferrand, France
| | - Elisa Angeles
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida
| | - Sachin Narayanan
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida
| | | | - Michael J. Ormsbee
- Institute of Sports Science and Medicine, Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida, and School of Health Sciences, Discipline of Biokinetics, Exercise and Leisure Sciences, University of KwaZulu-Natal, Durban, South Africa
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23
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Ihsan Khan MS, Prasad R, Rabeh N, Kassab C, Aouda S, Dimassi Z, Saleem S, Jelinek HF. Baevsky's Stress Index as a Sensitive Indicator for Biofeedback Efficacy in Medical Students: a Pilot Study. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039297 DOI: 10.1109/embc53108.2024.10782708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Medical students often encounter stress, impacting their mental health and academic achievements. Biofeedback is an efficient stress management tool, but its efficacy in medical students is still poorly studied. A key biofeedback metric is heart rate variability (HRV), which detects stress through changes in autonomic nervous system activity. More advanced and sensitive metrics like Baevsky's Stress Index (BSI) have emerged. This study is the first to apply BSI in a medical student sample. We involved seven students who undertook 2-3 biofeedback sessions weekly for six weeks, using the emWave biofeedback program linked to a Zukor game. Both HRV and BSI were analyzed. Results showed a significant decrease (p=0.00781) in median BSI from 76.3 (IQR=52.1) to 45.2 (IQR=19.9), alongside improvements in HRV, suggesting a more relaxed state post-intervention. BSI offers deeper insights into individual stress levels and the impact of a 6-week biofeedback program on medical students. However, the small sample size and external variables necessitate further studies for validation.
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24
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Jelmini JD, Gribble PA, Abel MG, Whitehurst LN, Heebner NR. The Influence of Emergency Call Volume on Occupational Workload and Sleep Quality in Urban Firefighters. J Occup Environ Med 2024; 66:580-589. [PMID: 38640943 DOI: 10.1097/jom.0000000000003115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
OBJECTIVE The aim of the study is to determine the impact of emergency call volume on exertion, autonomic activity, and sleep among urban structural firefighters. METHODS Thirty-four firefighters wore a wrist-based monitor to track sleep and autonomic parameters and rated their level of perceived exertion (Borg Rating of Perceived Exertion) and subjective sleepiness after a 24-hour shift. Predictive variables included total run time and total run time after 11:59 PM. RESULTS Total run time and sleep duration accounted for Borg Rating of Perceived Exertion and subjective sleepiness, while total run time and total run time after 11:59 PM accounted for sleep durations on-duty. CONCLUSIONS The current results suggest that emergency call volume is associated with indicators of exertion and sleep. As such, call volume tracking is an important consideration for departments to ensure personnel readiness and wellness and provide a method of tracking the occupational demands experienced by firefighters on-duty.
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Affiliation(s)
- Jacob D Jelmini
- From the Sports Medicine Research Institute, College of Health Sciences, University of Kentucky, Lexington, Kentucky (J.D.J., N.R.H.); Department of Athletic Training and Clinical Nutrition, University of Kentucky, Lexington, Kentucky (P.A.G.); First Responder Research Laboratory, Department of Kinesiology and Health Promotion, University of Kentucky, Lexington, Kentucky (M.G.A.); and Department of Psychology, University of Kentucky, Lexington, Kentucky (L.N.W.)
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25
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Sammito S, Thielmann B, Klussmann A, Deußen A, Braumann KM, Böckelmann I. Guideline for the application of heart rate and heart rate variability in occupational medicine and occupational health science. J Occup Med Toxicol 2024; 19:15. [PMID: 38741189 PMCID: PMC11089808 DOI: 10.1186/s12995-024-00414-9] [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: 12/10/2023] [Accepted: 04/24/2024] [Indexed: 05/16/2024] Open
Abstract
This updated guideline replaces the "Guideline for the application of heart rate and heart rate variability in occupational medicine and occupational health science" first published in 2014. Based on the older version of the guideline, the authors have reviewed and evaluated the findings on the use of heart rate (HR) and heart rate variability (HRV) that have been published in the meantime and incorporated them into a new version of this guideline.This guideline was developed for application in clinical practice and research purposes in the fields of occupational medicine and occupational science to complement evaluation procedures with respect to exposure and risk assessment at the workplace by the use of objective physiological workload indicators. In addition, HRV is also suitable for assessing the state of health and for monitoring the progress of illnesses and preventive medical measures. It gives an overview of factors influencing the regulation of the HR and HRV at rest and during work. It further illustrates methods for measuring and analyzing these parameters under standardized laboratory and real workload conditions, areas of application as well as the quality control procedures to be followed during the recording and evaluation of HR and HRV.
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Affiliation(s)
- Stefan Sammito
- Department of Occupational Medicine, Medical Faculty, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.
- German Air Force Centre of Aerospace Medicine, Experimental Aerospace Medicine Research, Flughafenstraße 1, Cologne, 51147, Germany.
| | - Beatrice Thielmann
- Department of Occupational Medicine, Medical Faculty, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
| | - Andre Klussmann
- Competence Centre Health (CCG), Department Health Sciences, University of Applied Sciences (HAW) Hamburg, Hamburg, Germany
| | - Andreas Deußen
- Department of Physiology, Medical Faculty, TU Dresden, Dresden, Germany
| | | | - Irina Böckelmann
- Department of Occupational Medicine, Medical Faculty, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
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26
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Fennell CRJ, Mauger AR, Hopker JG. Inter-day reliability of heart rate complexity and variability metrics in healthy highly active younger and older adults. Eur J Appl Physiol 2024; 124:1409-1424. [PMID: 38054978 PMCID: PMC11055755 DOI: 10.1007/s00421-023-05373-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/11/2023] [Indexed: 12/07/2023]
Abstract
PURPOSE To investigate the inter-day reliability of time-domain, frequency-domain, and nonlinear HRV metrics in healthy highly active younger and older adults. The study also assessed the effect of age on the HRV metrics. METHODS Forty-four older adults (34 M, 10F; 59 ± 5 years;V ˙ O 2peak = 40.9 ± 7.6 ml kg-1 min-1) and twenty-two younger adults (16 M, 6F; 22 ± 4 years;V ˙ O 2peak = 47.2 ± 12.8 ml kg-1 min-1) attended the laboratory. Visit one assessed aerobic fitness through an exercise test. In visits two and three, participants completed a 30-min supine RR interval measurement to derive the HRV metrics. RESULTS The younger group (YG) and older group (OG) demonstrated poor to good day-to-day relative and absolute reliability for all HRV metrics (OG, ICCs = 0.33 to 0.69 and between day CVs = 3.8 to 29.2%; YG, ICCs = 0.37 to 0.93 and between day CVs = 3.5 to 36.5%). There was a significant reduction in ApEn (P < 0.001), SampEn (P = 0.031), RMSSD (P < 0.001), SDNN (P < 0.001), LF power (P < 0.001) and HF power (P < 0.001), HRV metrics with ageing. There was no significant effect of age the complexity metrics DFA α1 (P = 0.107), α2 (P = 0.147) and CI-8 (P = 0.493). CONCLUSION HRV metrics are reproducible between days in both healthy highly active younger and older adults. There is a decline in linear and nonlinear HRV metrics with age, albeit there being no age-related change in the nonlinear metrics, DFA α1, α2 and CI-8.
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Affiliation(s)
- Christopher R J Fennell
- School of Sport and Exercise Sciences, University of Kent, Chipperfield Building, Canterbury, Kent, CT2 7PE, UK.
| | - Alexis R Mauger
- School of Sport and Exercise Sciences, University of Kent, Chipperfield Building, Canterbury, Kent, CT2 7PE, UK
| | - James G Hopker
- School of Sport and Exercise Sciences, University of Kent, Chipperfield Building, Canterbury, Kent, CT2 7PE, UK
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27
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Cruz AÂS, Wanner SP, Stieler E, Romão J, Esteves AM, Andrade HDA, Lôbo ILB, Amaral AS, Rabelo PCR, de Mello MT, Silva A. Cardiac autonomic nervous activity during different sleep stages in individuals with spinal cord injury: The influence of physical training. Sleep Med 2024; 117:25-32. [PMID: 38503197 DOI: 10.1016/j.sleep.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 02/29/2024] [Accepted: 03/06/2024] [Indexed: 03/21/2024]
Abstract
OBJECTIVE The present study assessed the influence of physical training on cardiac autonomic activity in individuals with spinal cord injury (SCI) during different sleep stages. METHODS Twenty-six volunteers were allocated into three groups: 9 sedentary individuals without SCI (control, CON); 8 sedentary tetraplegic individuals with chronic SCI (SED-SCI); 9 physically trained tetraplegic individuals with chronic SCI (TR-SCI). All participants underwent nocturnal polysomnography to monitor sleep stages: wakefulness, non-rapid eye movement (NREM) sleep (N1, N2, and N3 stages), and REM sleep. The electrocardiography data obtained during this exam were extracted to analyze the heart rate variability (HRV). RESULTS Sleep stages influenced HRV in the time [RR interval and root mean square of successive RR interval differences (RMSSD)] and frequency [low-frequency (LF) and high-frequency (HF) powers and LF-to-HF ratio] domains (P < 0.05). SED-SCI individuals showed unchanged HRV compared to CON (P > 0.05). When comparing the TR-SCI and SED-SCI groups, no significant differences in HRV were reported in the time domain (P > 0.05). However, in the frequency domain, more accentuated HF power was observed in TR-SCI than in SED-SCI individuals during the N2 and N3 stages and REM sleep (P < 0.05). Moreover, TR-SCI had higher HF power than CON during the N3 stage (P < 0.05). CONCLUSIONS TR-SCI individuals have greater HF power, indicative of parasympathetic modulation, than sedentary (injured or not injured) individuals during different sleep stages. Therefore, enhanced parasympathetic activity induced by physical training may improve cardiac autonomic modulation during sleep in individuals with chronic SCI.
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Affiliation(s)
- Aline Ângela Silva Cruz
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Samuel Penna Wanner
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Eduardo Stieler
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Júlia Romão
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Andrea Maculano Esteves
- Faculdade de Ciências Aplicadas, Universidade Estadual de Campinas, R. Pedro Zaccaria, 1300, Jardim Santa Luiza, Limeira, SP, Brazil
| | - Henrique de Araújo Andrade
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Ingrid Ludimila Bastos Lôbo
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Adriana Souza Amaral
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Patrícia Conceição Rocha Rabelo
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Marco Túlio de Mello
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil
| | - Andressa Silva
- Escola de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, Brazil.
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28
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Jüres F, Kaufmann C, Riesel A, Grützmann R, Heinzel S, Elsner B, Bey K, Wagner M, Kathmann N, Klawohn J. Heart rate and heart rate variability in obsessive-compulsive disorder: Evidence from patients and unaffected first-degree relatives. Biol Psychol 2024; 189:108786. [PMID: 38531496 DOI: 10.1016/j.biopsycho.2024.108786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 03/16/2024] [Accepted: 03/22/2024] [Indexed: 03/28/2024]
Abstract
Altered heart rate (HR) and heart rate variability (HRV) are common observations in psychiatric disorders. Yet, few studies have examined these cardiac measures in obsessive-compulsive disorder (OCD). The current study aimed to investigate HR and HRV, indexed by the root mean square of successive differences (RMSSD) and further time domain indices, as putative biological characteristics of OCD. Electrocardiogram was recorded during a five-minute resting state. Group differences between patients with OCD (n = 96), healthy participants (n = 112), and unaffected first-degree relatives of patients with OCD (n = 47) were analyzed. As potential moderators of group differences, we examined the influence of age and medication, respectively. As results indicated, patients with OCD showed higher HR and lower HRV compared to healthy participants. These group differences were not moderated by age. Importantly, subgroup analyses showed that only medicated patients displayed lower HRV compared to healthy individuals, while HR alterations were evident in unmedicated patients. Regarding unaffected first-degree relatives, group differences in HRV remained at trend level. Further, an age-moderated group differentiation showed that higher HRV distinguished relatives from healthy individuals in young adulthood, whereas at higher age lower HRV was indicative of relatives. Both the role of familial risk and medication in HRV alterations need further elucidation. Pending future studies, alterations in HR and potentially HRV might serve as useful indices to characterize the pathophysiology of OCD.
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Affiliation(s)
- Franziska Jüres
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany.
| | - Christian Kaufmann
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany
| | - Anja Riesel
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany; Universität Hamburg, Department of Psychology, Hamburg, Germany
| | - Rosa Grützmann
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany; MSB Medical School Berlin, Department of Psychology, Berlin, Germany
| | - Stephan Heinzel
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany; Freie Universität Berlin, Department of Education and Psychology, Berlin, Germany; TU Dortmund University, Department of Educational Sciences and Psychology, Dortmund, Germany
| | - Björn Elsner
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany
| | - Katharina Bey
- University Hospital Bonn, Department of Psychiatry and Psychotherapy, Bonn, Germany
| | - Michael Wagner
- University Hospital Bonn, Department of Psychiatry and Psychotherapy, Bonn, Germany
| | - Norbert Kathmann
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany
| | - Julia Klawohn
- Humboldt-Universität zu Berlin, Department of Psychology, Berlin, Germany; MSB Medical School Berlin, Department of Medicine, Berlin, Germany
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29
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Maset-Roig R, Caplliure-Llopis J, de Bernardo N, Privado J, Alarcón-Jiménez J, Martín-Ruiz J, Botella-Navas M, Villarón-Casales C, Sancho-Cantus D, de la Rubia Ortí JE. Analysis of Heart Rate Variability in Individuals Affected by Amyotrophic Lateral Sclerosis. SENSORS (BASEL, SWITZERLAND) 2024; 24:2355. [PMID: 38610566 PMCID: PMC11014346 DOI: 10.3390/s24072355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 03/25/2024] [Accepted: 04/06/2024] [Indexed: 04/14/2024]
Abstract
INTRODUCTION Amyotrophic lateral sclerosis (ALS) produces alterations in the autonomic nervous system (ANS), which explains the cardiac manifestations observed in patients. The assessment of heart rate variability (HRV) is what best reflects the activity of the ANS on heart rate. The Polar H7 Bluetooth® device proves to be a non-invasive and much faster technology than existing alternatives for this purpose. OBJECTIVE The goal of this study is to determine HRV using Polar H7 Bluetooth technology in ALS patients, comparing the obtained measurements with values from healthy individuals. METHOD The sample consisted of 124 participants: 68 diagnosed with ALS and 56 healthy individuals. Using Polar H7 Bluetooth technology and the ELITE HRV application, various HRV measurements were determined for all participants, specifically the HRV index, RMSSD, RMSSD LN, SDNN index, PNN50, LF, HF, LF/HF ratio, HR average, and HF peak frequency. RESULTS Statistically significant differences were observed between ALS patients and healthy individuals in the HRV index, RMSSD, RMSSD LN, SDNN index, PNN50, HF, and LF, where healthy individuals exhibited higher scores. For the HR average, the ALS group showed a higher value. Values were similar when comparing men and women with ALS, with only a higher HF peak frequency observed in women. CONCLUSION The Polar H7 Bluetooth® device is effective in determining heart rate variability alterations in ALS, being a promising prognostic tool for the disease.
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Affiliation(s)
- Rosa Maset-Roig
- Doctoral Degree School, Catholic University San Vicente Mártir, 46001 Valencia, Spain;
| | - Jordi Caplliure-Llopis
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (J.C.-L.); (M.B.-N.); (J.E.d.l.R.O.)
| | - Nieves de Bernardo
- Department of Physiotherapy, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (N.d.B.); (J.A.-J.)
| | - Jesús Privado
- Department of Methodology of Behavioral Sciences, Universidad Complutense de Madrid, Campus de Somosaguas, Pozuelo de Alarcón, 28223 Madrid, Spain;
| | - Jorge Alarcón-Jiménez
- Department of Physiotherapy, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (N.d.B.); (J.A.-J.)
| | - Julio Martín-Ruiz
- Department of Health and Functional Evaluation, Faculty of Physical Activity and Sports Sciences, Catholic University San Vicente Mártir, 46001 Valencia, Spain;
| | - Marta Botella-Navas
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (J.C.-L.); (M.B.-N.); (J.E.d.l.R.O.)
| | - Carlos Villarón-Casales
- Biomechanics & Physiotherapy in Sports (BIOCAPS), Faculty of Health Sciences, Spain, European University of Valencia, 46001 Valencia, Spain
| | - David Sancho-Cantus
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (J.C.-L.); (M.B.-N.); (J.E.d.l.R.O.)
| | - José Enrique de la Rubia Ortí
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (J.C.-L.); (M.B.-N.); (J.E.d.l.R.O.)
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Dominic D, Thirugnana Sambandam S, Anburaj H, Gopalakrishnan N. Correlation Between Heart Rate Variability and Agility Scores of Elite Badminton Players: A Pilot Study. Cureus 2024; 16:e58267. [PMID: 38752072 PMCID: PMC11094346 DOI: 10.7759/cureus.58267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 04/14/2024] [Indexed: 05/18/2024] Open
Abstract
Introduction Heart rate variability (HRV) indexes the autonomic nervous system, and HRV values are found to be higher in elite badminton players. Since an athlete's agility has a direct influence on badminton sporting performance, this study will analyze the correlation between HRV and agility. Aim The study's primary aim is to analyze the correlation between HRV and agility scores of elite badminton players. Methodology Ten elite badminton players who are currently participating at the state and national levels were recruited for the study. The study's participants were aged between 18 and 21 years, had a body mass index (BMI) of less than 22.9 kg/m2, were currently training 10-12 sessions of badminton per week (120-180 minutes per session), and had no comorbidities, injuries, or illnesses. For a duration of 14 days, a cross-sectional study design was utilized to evaluate the badminton players. Participants were tested in two blocks; each block consisted of five days of HRV and agility testing (Southeast Missouri [SEMO] agility test) followed by a break for two days. Higher agility performance was reflected by a lower SEMO agility test score. Results Data were analyzed using IBM SPSS Statistics for Windows, Version 27.0 (IBM Corp., Armonk, NY). HRV and agility scores had a negative correlation, as indicated by the two-tailed Spearman correlation analysis (rs(8) = -0.82, P < 0.01). Conclusions The results showed that HRV and agility scores are highly correlated in elite badminton players. The results indicate that higher HRV values lead to better agility performance. Future studies need to be conducted on a large scale to evaluate the correlation in a diverse population.
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Affiliation(s)
- Dobson Dominic
- Sports Medicine, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, IND
| | - Sneha Thirugnana Sambandam
- Sports Medicine, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, IND
| | - Harshavardhini Anburaj
- Sports Medicine, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, IND
| | - Narayanaswamy Gopalakrishnan
- Cardiology, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, IND
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Gąsior JS, Gąsienica-Józkowy M, Młyńczak M, Rosoł M, Makuch R, Baranowski R, Werner B. Heart rate dynamics and asymmetry during sympathetic activity stimulation and post-stimulation recovery in ski mountaineers-a pilot exploratory study. Front Sports Act Living 2024; 6:1336034. [PMID: 38495673 PMCID: PMC10941344 DOI: 10.3389/fspor.2024.1336034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/12/2024] [Indexed: 03/19/2024] Open
Abstract
There is a lack of studies on non-linear heart rate (HR) variability in athletes. We aimed to assess the usefulness of short-term HR dynamics and asymmetry parameters to evaluate the neural modulation of cardiac activity based on non-stationary RR interval series by studying their changes during sympathetic nervous system activity stimulation (isometric handgrip test) and post-stimulation recovery in professional ski mountaineers. The correlation between the changes in the parameters and the respiratory rate (RespRate) and also the duration of the career was analyzed. Short-term (5 min) and ultra-short-term (1 min) rates of patterns with no variations (0V), number of acceleration runs of length 1 (AR1), and short-term Porta's Index were greater, whereas Guzik's Index (GI) was smaller during sympathetic stimulation compared to rest. GI increased and the number of AR1 decreased during recovery. Greater increases in GI and RMSSD were associated with greater decreases in RespRate during recovery. Greater increases in RespRate from rest to short-term sympathetic stimulation were associated with greater increases in 0V (Max-min method) and AR1 but also with greater decreases in decelerations of short-term variance and accelerations and decelerations of long-term variance. Greater increases in 0V (Max-min method) and number of AR1 during sympathetic stimulation were associated with a shorter career duration. Greater decreases in these parameters during recovery were associated with a longer career duration. Changes in measures of HR dynamics and asymmetry, calculated based on short-term non-stationary RRi time series induced by sympathetic stimulation and post-stimulation recovery, reflected sympathovagal shift and were associated with condition-related alterations in RespRate and career duration in athletes who practice ski mountaineering.
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Affiliation(s)
- Jakub S. Gąsior
- Department of Pediatric Cardiology and General Pediatrics, Medical University of Warsaw, Warsaw, Poland
| | | | - Marcel Młyńczak
- Faculty of Mechatronics, Institute of Metrology and Biomedical Engineering, Warsaw University of Technology, Warsaw, Poland
| | - Maciej Rosoł
- Faculty of Mechatronics, Institute of Metrology and Biomedical Engineering, Warsaw University of Technology, Warsaw, Poland
| | - Robert Makuch
- Department of Physical Education, Kazimierz Pulaski University of Technology and Humanities in Radom, Radom, Poland
| | - Rafał Baranowski
- Department of Heart Rhythm Disorders, National Institute of Cardiology, Warsaw, Poland
| | - Bożena Werner
- Department of Pediatric Cardiology and General Pediatrics, Medical University of Warsaw, Warsaw, Poland
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Iellamo F. Acute responses and chronic adaptations to exercise in humans: a look from the autonomic nervous system window. J Sports Med Phys Fitness 2024; 64:137-150. [PMID: 37791830 DOI: 10.23736/s0022-4707.23.15353-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
The objective of this review was to give an overview on the current knowledge on the neural mechanisms of cardiovascular regulation during acute exercise and the autonomic adaptations brought about by chronic exercise, that is, exercise training. Evidence derived mainly from human studies, which supports the contribution of the different control mechanisms, namely the centralcommand, the reflex drive from active muscles and the arterial baroreflex, with the attendant modifications in autonomic nervous system activity, in determining the acute cardiovascular responses to exercise are discussed, along with some controversial issues and evolving concepts in exercise physiology. In particular, data that show how the various neural mechanisms involved in cardiovascular regulation during exercise are differently modulated by factors related to the muscular activity being performed, such as the type and intensity of exercise and the size of the active muscle masses are presented, stressing the plasticity of the neural network. Thereafter, the clinical implications pertaining neural cardiovascular adaptations to exercise training are presented and discussed, in the context of cardiac diseases. In particular, I will summarize a series of investigations performed in our laboratory that utilized a new training methodology and different exercise formats to quantify the training load in cardiac patients. The way by which individualized exercise training doses affects the autonomic nervous system and the cardiorespiratory adaptations is highlighted.
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Affiliation(s)
- Ferdinando Iellamo
- Department of Clinical Sciences and Translational Medicine, Tor Vergata University, Rome, Italy -
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González-Fernández FT, Silva AF, Castillo Rodriguez A, Onetti-Onetti W, Clemente FM. Effects of 8 weeks pre-season training on physical fitness, heart rate variability and cognition in women soccer players. Heliyon 2024; 10:e24955. [PMID: 38312538 PMCID: PMC10835283 DOI: 10.1016/j.heliyon.2024.e24955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 01/17/2024] [Accepted: 01/17/2024] [Indexed: 02/06/2024] Open
Abstract
The aim of this study was to explore the variations (pre-post) of (i) Anthropometric measures: weight, body mass index, lean and muscle mass, (ii) Physical fitness: countermovement jump (CMJ) and VO2max, (iii) heart rate variability (HRV) (recumbent and sitting): mean RR, RMSSD, NN50 and NN50 %, (iv) Psychomotor Vigilance Task, and v) SART: ACC Go, ACC NoGo and reaction times in semi-professional women soccer players from the second division of the Spanish League. The analysis indicated that lean mass improved after the observation period (p = .05, d = -0.38), while no other significant changes in anthropometric measures were observed. Additionally, CMJ and aerobic power were also improved (p<.01, d>0.50). The RMSSD [recumbent (d = -0.73) and sitting (d = -0.52)] and NN50 [recumbent (d = -0.69) and sitting (d = -0.70)] increased after the period of observation (p < .05). Reaction time also significantly improved after the period of observation [PVT (d = 0.42) and SART (d = -0.89)]. Correlations performed between measures revealed that smaller body mass and body mass index were largely associated with greater NN50 (r < 0.83, p = .001). Additionally, greater CMJ and aerobic fitness were associated with greater HRV [recumbent (r = -51, p = .001) and sitting (r = -0.60, p = .01). The main findings of this study were that there was no relationship between cognitive performance and physical fitness, but HRV was related to body composition and physical fitness during the pre-season in women soccer players.
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Affiliation(s)
| | - Ana Filipa Silva
- Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Portugal
- Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal
| | - Alfonso Castillo Rodriguez
- Departamento de Didáctica de las Lenguas, Artes y Deportes, Universidad de Málaga, Andalucía-Tech, IBIMA, Málaga, Spain
| | | | - Filipe Manuel Clemente
- Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Portugal
- Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal
- Gdansk University of Physical Education and Sport, 80-336 Gdańsk, Poland
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Ferreira ÁA, Abreu RMD, Teixeira RS, da Silva Neto HR, Roriz PIL, Silveira MS, de Novaes Assis Dantas FM, De Andrade AD, Schwingel PA, Neves VR. Applicability of heart rate variability for cardiac autonomic assessment in long-term COVID patients: A systematic review. J Electrocardiol 2024; 82:89-99. [PMID: 38103537 DOI: 10.1016/j.jelectrocard.2023.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
PURPOSE To carry out a systematic review to determine the main methods used to study the heart rate variability (HRV) in individuals after the acute phase of COVID-19. METHODS The study followed the Preferred Items for Reporting for Systematic Reviews and Meta-Analyses (PRISMA) statement. PubMed, Web of Science, Scopus and CINAHAL electronic databases were searched from the inception to November 2022. The studies were included if they used HRV assessment based on linear and non-linear methods in long-term COVID-19 patients. Review studies, theses and dissertations, conference abstracts, longitudinal studies, studies conducted on animals and studies that included individuals in the acute phase of the COVID-19 were excluded. The methodological quality of the studies was analyzed using the Joanna Briggs Institute's critical evaluation checklist for cross-sectional analytical studies. RESULTS HRV was mainly assessed using 24-h Holter monitoring in 41.6% (5/12) of the studies, and 12‑lead ECG was used in 33.3% (4/12). Regarding the type of assessment, 66.6% (8/12) of the studies only used linear analysis, where 25% (3/12) used analysis in the time domain, and 41.6% (5/12) used both types. Non-linear methods were combined with the previously cited linear method in 25% (3/12) of the studies. Moreover, 50% (6/12) of the studies demonstrated post-COVID-19 autonomic dysfunction, with an increase in the predominance of cardiac sympathetic modulation. The average score of the evaluation checklist was 6.6, characterized as having reasonable methodological quality. CONCLUSION 24-h Holter and 12‑lead ECG are considered effective tools to assess HRV in post-COVID-19 patients. Furthermore, the findings reveal diverse effects of COVID-19 on the autonomic nervous system's sympathovagal balance, which might be influenced by secondary factors such as disease severity, patients' overall health, evaluation timing, post-infection complications, ventilatory functions, and age.
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Affiliation(s)
- Ádrya Aryelle Ferreira
- Postgraduation Program in Functional Rehabilitation and Performance (PPGRDF), UPE, Petrolina, PE, Brazil; Department of Physiotherapy, University of Pernambuco (UPE), Petrolina, PE, Brazil
| | - Raphael Martins de Abreu
- LUNEX University, International University of Health, Exercise & Sports S.A. 50, Department of Physiotherapy, 50 Avenue du Parc des Sports, L-4671 Differdange, Luxembourg; LUNEX ASBL Luxembourg Health & Sport Sciences Research Institute, 50 Avenue du Parc des Sports, L-4671 Differdange, Luxembourg.
| | | | | | - Pedro Igor Lustosa Roriz
- Postgraduation Program in Functional Rehabilitation and Performance (PPGRDF), UPE, Petrolina, PE, Brazil; Department of Physiotherapy, University of Pernambuco (UPE), Petrolina, PE, Brazil
| | - Matheus Sobral Silveira
- Postgraduation Program in Functional Rehabilitation and Performance (PPGRDF), UPE, Petrolina, PE, Brazil; Department of Nutrition, University of Pernambuco (UPE), Petrolina, PE, Brazil
| | | | - Armele Dornelas De Andrade
- Postgraduation Program in Physiotherapy of the Federal University of Pernambuco (UFPE), Recife, PE, Brazil
| | - Paulo Adriano Schwingel
- Postgraduation Program in Functional Rehabilitation and Performance (PPGRDF), UPE, Petrolina, PE, Brazil; Department of Nutrition, University of Pernambuco (UPE), Petrolina, PE, Brazil
| | - Victor Ribeiro Neves
- Postgraduation Program in Functional Rehabilitation and Performance (PPGRDF), UPE, Petrolina, PE, Brazil; Department of Physiotherapy, University of Pernambuco (UPE), Petrolina, PE, Brazil
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Laborde S, Wanders J, Mosley E, Javelle F. Influence of physical post-exercise recovery techniques on vagally-mediated heart rate variability: A systematic review and meta-analysis. Clin Physiol Funct Imaging 2024; 44:14-35. [PMID: 37754676 DOI: 10.1111/cpf.12855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 09/06/2023] [Accepted: 09/14/2023] [Indexed: 09/28/2023]
Abstract
In sports, physical recovery following exercise-induced fatigue is mediated via the reactivation of the parasympathetic nervous system (PNS). A noninvasive way to quantify the reactivation of the PNS is to assess vagally-mediated heart rate variability (vmHRV), which can then be used as an index of physical recovery. This systematic review and meta-analysis investigated the effects of physical recovery techniques following exercise-induced fatigue on vmHRV, specifically via the root mean square of successive differences (RMSSD). Randomized controlled trials from the databases PubMed, WebOfScience, and SportDiscus were included. Twenty-four studies were part of the systematic review and 17 were included in the meta-analysis. Using physical post-exercise recovery techniques displayed a small to moderate positive effect on RMSSD (k = 22, Hedges' g = 0.40, 95% confidence interval [CI] = 0.20-0.61, p = 0.04) with moderate heterogeneity. In the subgroup analyses, cold water immersion displayed a moderate to large positive effect (g = 0.75, 95% CI: 0.42-1.07) compared with none for other techniques. For exercise type, physical recovery techniques performed after resistance exercise (g = 0.69, 95% CI: 0.48-0.89) demonstrated a larger positive effect than after cardiovascular intermittent (g = 0.52, 95% CI: 0.06-0.97), while physical recovery techniques performed after cardiovascular continuous exercise had no effect. No significant subgroup differences for training status and exercise intensity were observed. Overall, physical post-exercise recovery techniques can accelerate PNS reactivation as indexed by vmHRV, but the effectiveness varies with the technique and exercise type.
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Affiliation(s)
- Sylvain Laborde
- Department of Performance Psychology, Institute of Psychology, German Sport University Cologne, Cologne, Germany
- UFR STAPS, Normandie Université, Caen, France
| | - Jannik Wanders
- Department of Performance Psychology, Institute of Psychology, German Sport University Cologne, Cologne, Germany
| | - Emma Mosley
- Solent University Southampton, Southampton, UK
| | - Florian Javelle
- NeuroPsychoImmunology Research Unit, Department of Molecular and Cellular Sports Medicine, Institute for Cardiovascular Research and Sports Medicine, German Sport University Cologne, Cologne, Germany
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Štursová P, Budinská X, Nováková Z, Dobšák P, Babula P. Sports activities and cardiovascular system change. Physiol Res 2023; 72:S429-S444. [PMID: 38165749 PMCID: PMC10861254 DOI: 10.33549/physiolres.935238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 09/24/2023] [Indexed: 02/01/2024] Open
Abstract
Sports activity is generally considered to be beneficial to health. The World Health Organization (WHO) recommends physical activity as part of a healthy lifestyle. Sports activities significantly affect the cardiovascular system. A number of studies show that they significantly reduce the risk of cardiovascular disease as well as decrease cardiovascular mortality. This review discusses changes in various cardiovascular parameters in athletes - vagotonia/bradycardia, hypertrophy of heart, ECG changes, blood pressure, and variability of cardiovascular parameters. Because of its relationship to the cardiovascular system, VO2max, which is widely used as an indicator of cardiorespiratory fitness, is also discussed. The review concludes with a discussion of reactive oxygen species (ROS) and oxidative stress, particularly in relation to changes in the cardiovascular system in athletes. The review appropriately summarizes the above issues and points out some new implications.
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Affiliation(s)
- P Štursová
- Department of Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
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Zhou X, Zhou J, Zhang F, Shu Q, Wang QY, Wu Y, Chang HM, Zhang B, Yu Q, Cai RL. A New Target of Electroacupuncture Pretreatment Mediated Sympathetic Nervous to Improve MIRI: Glutamatergic Neurons in Fastigial Nucleus of the Cerebellum. Neuroscience 2023; 535:124-141. [PMID: 37923164 DOI: 10.1016/j.neuroscience.2023.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 10/11/2023] [Accepted: 10/17/2023] [Indexed: 11/07/2023]
Abstract
Ischemic heart disease is a fatal cardiovascular disease that irreversibly impairs the function of the heart, followed by reperfusion leading to a further increase in infarct size. Clinically, we call it myocardial ischemia-reperfusion injury (MIRI). A growing number of clinical observations and experimental studies have found electroacupuncture (EA) to be effective in alleviating MIRI. This study attempts to investigate whether glutamatergic neurons in fastigial nucleus (FN) of the cerebellum are involved in EA pretreatment to alleviate MIRI via sympathetic nerves, and the potential mechanisms of EA pretreatment process. A MIRI model was established by ligating the coronary artery of the left anterior descending branch of the heart for 30 minutes, followed by 2 hours of reperfusion. Multichannel physiological recordings, electrocardiogram, cardiac ultrasound, chemical genetics, enzyme-linked immunosorbent assay and immunofluorescence staining methods were combined to demonstrate that EA pretreatment inhibited neuronal firing and c-Fos expression in FN of the cerebellum and reduced cardiac sympathetic firing. Meanwhile, EA pretreatment significantly reduced cardiac ejection fraction (EF), shortening fraction (SF), percentage infarct area, decreased myocardial norepinephrine (NE), creatine kinase isoenzyme MB (CK-MB) concentrations, and improved MIRI-induced myocardial tissue morphology. The results were similar to the inhibition of glutamatergic neurons in FN. However, the activation of glutamatergic neurons in FN diminished the aforementioned effects of EA pretreatment. This study revealed that glutamatergic neurons in FN of the cerebellum is involved in EA pretreatment mediated sympathetic nervous and may be a potential mediator for improving MIRI.
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Affiliation(s)
- Xiang Zhou
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China; Anhui Wannan Rehabilitation Hospital (The Fifth People's Hospital of Wuhu), Wuhu 241000, Anhui Province, China
| | - Jie Zhou
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Fan Zhang
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Qi Shu
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Qian-Yi Wang
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Yan Wu
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Hui-Min Chang
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Bin Zhang
- College of Acupuncture and Moxibustion, Anhui University of Chinese Medicine, Hefei 230038, Anhui Province, China
| | - Qing Yu
- Institute of Acupuncture and Meridian Research, Anhui Academy of Chinese Medicine, Hefei 230038, Anhui Province, China; Anhui Province Key Laboratory of Meridian Viscera Correlationship, Hefei 230038, China.
| | - Rong-Lin Cai
- Institute of Acupuncture and Meridian Research, Anhui Academy of Chinese Medicine, Hefei 230038, Anhui Province, China; Anhui Province Key Laboratory of Meridian Viscera Correlationship, Hefei 230038, China; Key Laboratory of Xin'an Medicine, Ministry of Education, Hefei 230038, China.
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Aguilar-Torán J, Rabost-Garcia G, Toinga-Villafuerte S, Álvarez-Carulla A, Colmena-Rubil V, Fajardo-Garcia A, Cardona-Bonet A, Casals-Terré J, Muñoz-Pascual X, Miribel-Català P, Punter-Villagrasa J. Novel Sweat-Based Wearable Device for Advanced Monitoring of Athletic Physiological Biometrics. SENSORS (BASEL, SWITZERLAND) 2023; 23:9473. [PMID: 38067846 PMCID: PMC10708619 DOI: 10.3390/s23239473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/13/2023] [Accepted: 11/17/2023] [Indexed: 12/18/2023]
Abstract
Blood testing has traditionally been the gold standard for the physiological analysis and monitoring of professional athletes. In recent years, blood testing has moved out of the laboratory thanks to portable handheld devices, such as lactate meters. However, despite its usefulness and widespread use, blood testing has several drawbacks and limitations, such as the need for the athlete to stop exercising for blood extraction and the inability to have data continuously collected. In this scenario, sweat has become an alternative to blood testing because of its rich content of electrolytes and metabolites, as well as small quantities of sugars, proteins, and ions. Nevertheless, there are few devices capable of analyzing this biofluid and providing useful information to users. In this paper, an electronic system designed for the autonomous analysis of sweat electrolytes and metabolites along with heart rate dynamics is presented. This system is part of a novel wearable device tailored for athletes that offers to the user a real-time assessment of their physiological status and performance.
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Affiliation(s)
- Javier Aguilar-Torán
- Onalabs Inno-Hub SL, 08290 Cerdanyola del Vallès, Spain
- Department of Electronics and Biomedical Engineering, Barcelona University, 08028 Barcelona, Spain
| | - Genis Rabost-Garcia
- Onalabs Inno-Hub SL, 08290 Cerdanyola del Vallès, Spain
- Department of Mechanical Engineering, Polytechnic University of Catalonia, 08222 Terrassa, Spain
| | | | | | - Valeria Colmena-Rubil
- Onalabs Inno-Hub SL, 08290 Cerdanyola del Vallès, Spain
- Department of Chemistry, Autonomous University of Barcelona, 08193 Cerdanyola del Vallès, Spain
| | | | | | - Jasmina Casals-Terré
- Department of Mechanical Engineering, Polytechnic University of Catalonia, 08222 Terrassa, Spain
| | | | - Pere Miribel-Català
- Department of Electronics and Biomedical Engineering, Barcelona University, 08028 Barcelona, Spain
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Fernández-Mendoza G, Méndez-Fernández A, Alves-Figueiredo HJ, García-Rivas G, Santillán M. Exploring the mechanisms underlying stroke volume variability reduction in a murine model of heart failure with reduced ejection fraction. PLoS One 2023; 18:e0292687. [PMID: 37883390 PMCID: PMC10602350 DOI: 10.1371/journal.pone.0292687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
Heart failure with reduced ejection fraction (HFrEF) is accompanied by disregulation of cardiovascular function. Heart rate variability (HRV) is commonly used to assess autonomic dysfunction in HFrEF. However, analysis of stroke volume variability (SVV) may provide additional insights. We examined HRV and SVV in a mouse model of HFrEF. HFrEF mice exhibited reduced stroke volume and ejection fraction versus controls, confirming cardiac contractile dysfunction. HRV was preserved in HFrEF mice. However, SVV was markedly diminished, indicating dissociation between HRV and SVV regulation. Using a mathematical model, we propose that Frank-Starling mechanism abnormalities in HFrEF disrupt SVV independent of HRV. Assessing SVV could thus provide unique insights beyond HRV into cardiovascular control deficits in HFrEF.
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Affiliation(s)
- Gemma Fernández-Mendoza
- Departamento de Física, Escuela Superior de Física y Matemáticas, Instituto Politécnico Nacional, Ciudad de México, México
| | | | - Hugo J. Alves-Figueiredo
- Cátedra de Cardiología y Medicina Vascular, School of Medicine and Health Sciences, Tecnologico de Monterrey, Monterrey, NL, Mexico
| | - Gerardo García-Rivas
- The Institute for Obesity Research, Tecnologico de Monterrey, Monterrey, NL, Mexico
| | - Moisés Santillán
- Unidad Monterrey, Centro de Investigación y de Estudios Avanzados, Apodaca NL, México
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Zeiner K, Dabiri B, Burns C, Kummer L, Kaniusas E. Mental and physiological wellbeing while rowing across the North Atlantic: a single-case study of subjective versus objective data. Front Physiol 2023; 14:1244438. [PMID: 37795264 PMCID: PMC10546170 DOI: 10.3389/fphys.2023.1244438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/08/2023] [Indexed: 10/06/2023] Open
Abstract
Introduction: Unassisted rowing across the Atlantic Ocean is an extreme undertaking challenging the human body in every possible way. The reported rowing journey lasted for 42 days in a small vessel with 12 rowers, each rowing for 12 h a day, broken into 3 h shifts. This schedule disrupts the natural circadian cycle and autonomic balance, affecting subjective and objective wellbeing and sleep quality, that lack continuous empirical quantification. Methods: With a self-reported questionnaire and objective heart rate variability measurements every second day in a single female rower, we monitor evolutions of the subjective sleep quality and mental wellbeing as well as autonomic body control over the journey duration. We evaluate the hypothesis that extreme rowing impairs subjective and objective data in a similar way over time and that 3 h shifts diminish the circadian rhythm of the autonomic body control. Results: The sleep quality was mainly influenced by wake ups during sleep, while mental wellbeing was predominantly influenced by physical exhaustion. The perceived sleep quality and wellbeing dropped 2-3 days after the start with the rower not yet accommodated, in the middle of the journey with major wake ups, and again 5-6 days prior to the end with major exhaustion of the participant. Evolutions of the subjective perceptions diverge from that of the heart rate variability. The body's autonomic recovery during short sleep periods progressively decreases over the journey duration while the vagal activity rises and the sympathovagal balance shifts towards vagal tone. The shifts of 3 h weaken the circadian rhythm of the heart rate variability. Discussion: Our results demonstrate how human body meets extreme mental and physical exhaustion on the high seas. The gained physiological and psychological insights also offer a basis for effective preparation of undertakings involving extreme physical exhaustion and sleep deprivation.
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Malta ES, Lopes VHF, Esco MR, Zagatto AM. Repeated cold-water immersion improves autonomic cardiac modulation following five sessions of high-intensity interval exercise. Eur J Appl Physiol 2023; 123:1939-1948. [PMID: 37103570 DOI: 10.1007/s00421-023-05205-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 04/19/2023] [Indexed: 04/28/2023]
Abstract
PURPOSE The study aimed to investigate the effect of repeated cold-water immersion (CWI) after high-intensity interval exercise sessions on cardiac-autonomic modulation, neuromuscular performance, muscle damage markers, and session internal load. METHODS Twenty-one participants underwent five sessions of high-intensity interval exercise (6-7 bouts of 2 min; pause of 2 min) over a two-week period. Participants were allocated randomly into either a group that underwent CWI (11-min; 11 °C) or a group that performed passive recovery after each exercise session. Before the exercise sessions were performed, countermovement jump (CMJ) and heart rate variability were recorded (i.e., rMSSD, low and high frequency power and its ratio, SD1 and SD2). Exercise heart rate was calculated by recording the area under the curve (AUC) response. Internal session load was evaluated 30 min after each session. Blood concentrations of creatine kinase and lactate dehydrogenase were analyzed before the first visit and 24 h after the last sessions. RESULTS The CWI group presented higher rMSSD than the control group at each time point (group-effect P = 0.037). The SD1 was higher in CWI group when compared to the control group following the last exercise session (interaction P = 0.038). SD2 was higher in CWI group compared to the control group at each time point (group-effect P = 0.030). Both groups presented equal CMJ performance (P > 0.05), internal load (group-effect P = 0.702; interaction P = 0.062), heart rate AUC (group-effect P = 0.169; interaction P = 0.663), and creatine kinase and lactate dehydrogenase blood concentrations (P > 0.05). CONCLUSION Repeated post-exercise CWI improves cardiac-autonomic modulation. However, no differences in neuromuscular performance, muscle damage markers, or session internal load were demonstrated between the groups.
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Affiliation(s)
- Elvis Souza Malta
- Laboratory of Physiology and Sport Performance -LAFIDE and Post-graduate Program in Movement Sciences, Department of Physical Education, School of Sciences, São Paulo State University-UNESP, Av. Eng. Luiz Edmundo Carrijo Coube, 14-01, Vargem LimpaBauru, SP, CEP 17033-360, Brazil
| | - Vithor Hugo Fialho Lopes
- Laboratory of Physiology and Sport Performance -LAFIDE and Post-graduate Program in Movement Sciences, Department of Physical Education, School of Sciences, São Paulo State University-UNESP, Av. Eng. Luiz Edmundo Carrijo Coube, 14-01, Vargem LimpaBauru, SP, CEP 17033-360, Brazil
| | - Michael R Esco
- Exercise Physiology Laboratory, Department of Kinesiology, University of Alabama, Tuscaloosa, AL, USA
| | - Alessandro Moura Zagatto
- Laboratory of Physiology and Sport Performance -LAFIDE and Post-graduate Program in Movement Sciences, Department of Physical Education, School of Sciences, São Paulo State University-UNESP, Av. Eng. Luiz Edmundo Carrijo Coube, 14-01, Vargem LimpaBauru, SP, CEP 17033-360, Brazil.
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DeBlauw JA, Stein JA, Blackman C, Haas M, Makle S, Echevarria I, Edmonds R, Ives SJ. Heart rate variability of elite female rowers in preparation for and during the national selection regattas: a pilot study on the relation to on water performance. Front Sports Act Living 2023; 5:1245788. [PMID: 37691642 PMCID: PMC10483281 DOI: 10.3389/fspor.2023.1245788] [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: 06/23/2023] [Accepted: 08/08/2023] [Indexed: 09/12/2023] Open
Abstract
Elite athletes require a delicate balance of physiological and psychological stress and recovery-essential for achieving optimal performance. Monitoring heart rate variability (HRV) provides a non-invasive estimation of both physiological and psychological stress levels, offering potentially valuable insights into health, performance, and adaptability. Previous studies, primarily conducted on male participants, have shown an association between HRV and performance in the context of rowing training. However, given the rigorous nature of rowing training, it is crucial to investigate HRV in elite rowers, particularly during the U.S. national selection regattas (NSR). Purpose To comprehensively analyze elite female rowers, evaluating acute changes in HRV and subjective psychometrics during the NSR. Methods Five elite female rowers (26 ± 2 years, 180 ± 8 cm, 82 ± 8 kg, 19 ± 6%fat) were recruited and tracked prior to and during NSR I and II. Morning HRV measures were completed using photoplethysmography (HRV4training) along with self-reported levels of fatigue, soreness, rating of perceived exertion, mentally energy and physical condition. Results Significant decreases were observed in log transformed root-mean square of successive differences (LnRMSSD; p = 0.0014) and fatigue (p = 0.01) from pre-to-during NSR, while mental energy (p = 0.01), physical condition (p = 0.01), and motivation (p = 0.006) significantly increased. These psychometric measures returned to pre-NSR levels, at post-NSR (all p < 0.05), though HRV remained slightly suppressed. NSR on-water performance was not correlated to LnRMSSD or the change in LnRMSSD (p > 0.05). Discussion HRV and psychometric measures are sensitive to the stress of elite rowing competition in females. However, HRV was not associated with on-water rowing performance during an elite rowing competition.
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Affiliation(s)
- Justin A. DeBlauw
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Jesse A. Stein
- Oak Ridge Institute for Science and Education, Belcamp, MD, United States
- United States Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Carolyn Blackman
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Melissa Haas
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Seraya Makle
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Isis Echevarria
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Rohan Edmonds
- Department of Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stephen J. Ives
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
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Kayacan Y, Makaracı Y, Ucar C, Amonette WE, Yıldız S. Heart Rate Variability and Cortisol Levels Before and After a Brief Anaerobic Exercise in Handball Players. J Strength Cond Res 2023; 37:1479-1485. [PMID: 36727970 DOI: 10.1519/jsc.0000000000004411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
ABSTRACT Kayacan, Y, Makaracı, Y, Ucar, C, Amonette, WE, and Yıldız, S. Heart rate variability and cortisol levels before and after a brief anaerobic exercise in handball players. J Strength Cond Res 37(7): 1479-1485, 2023-Evaluating stress in athletes is important for monitoring overall physiologic load and is a core practice for sport performance teams. This study examined relationships between 2 metrics of training stress, heart rate variability (HRV) and cortisol, before and after intense anaerobic power testing. Electrocardiogram recordings and saliva samples were collected before and immediately after a Wingate anaerobic power test (WAnT-30) from professional handball players ( n = 20) and sedentary controls ( n = 18). Between-group differences and correlations were computed to assess study hypotheses. No differences were observed in HRV frequency-dependent parameters between groups, but in athletes, Min. R-R ( p < 0.01) and Avg.R-R ( p = 0.03) before WAnT-30 and the percentage of successive normal cardiac beat intervals greater than 50 milliseconds (i.e., pNN50; p = 0.03) after WAnT-30 were elevated. A high positive correlation was detected between the pretest and post-test cortisol levels in athletes ( p = 0.0001; r = 0.87) but not in sedentary individuals. No correlations were observed between the cortisol levels and WAnT-30 power parameters in either group. Relationships were evident in the standard deviation of RR intervals ( p = 0.02, r = -0.53), square root of the mean squared difference of successive RR intervals ( p = 0.043, r = -0.46), very low frequency ( p = 0.032; r = -0.480), high-frequency ( p = 0.02; r = -0.52) variables, and pretesting cortisol in athletes. These findings suggest that HRV analysis is a valuable tool for examining cardiovascular regulation, independent of cortisol; the data may provide valuable information for performance teams in evaluating acute stress.
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Affiliation(s)
- Yıldırım Kayacan
- Yasar Dogu Faculty of Sports Sciences, Ondokuz Mayıs University, Samsun, Turkey
| | - Yücel Makaracı
- Faculty of Sport Sciences, Karamanoğlu Mehmetbey University, Karaman, Turkey
| | - Cihat Ucar
- Faculty of Medicine, Department of Physiology, Adıyaman University, Adıyaman, Turkey
| | - William E Amonette
- Health and Human Performance Institute, University of Houston-Clear Lake, Houston, Texas; and
| | - Sedat Yıldız
- Faculty of Medicine, Department of Physiology, Inönü University, Malatya, Turkey
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Gao L, Gaba A, Li P, Saxena R, Scheer FAJL, Akeju O, Rutter MK, Hu K. Heart rate response and recovery during exercise predict future delirium risk-A prospective cohort study in middle- to older-aged adults. JOURNAL OF SPORT AND HEALTH SCIENCE 2023; 12:312-323. [PMID: 34915199 DOI: 10.1016/j.jshs.2021.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/10/2021] [Accepted: 11/17/2021] [Indexed: 05/17/2023]
Abstract
BACKGROUND Delirium is a neurocognitive disorder characterized by an abrupt decline in attention, awareness, and cognition after surgical/illness-induced stressors on the brain. There is now an increasing focus on how cardiovascular health interacts with neurocognitive disorders given their overlapping risk factors and links to subsequent dementia and mortality. One common indicator for cardiovascular health is the heart rate response/recovery (HRR) to exercise, but how this relates to future delirium is unknown. METHODS Electrocardiogram data were examined in 38,740 middle- to older-aged UK Biobank participants (mean age = 58.1 years, range: 40-72 years; 47.3% males) who completed a standardized submaximal exercise stress test (15-s baseline, 6-min exercise, and 1-min recovery) and required hospitalization during follow-up. An HRR index was derived as the product of the heart rate (HR) responses during exercise (peak/resting HRs) and recovery (peak/recovery HRs) and categorized into low/average/high groups as the bottom quartile/middle 2 quartiles/top quartile, respectively. Associations between 3 HRR groups and new-onset delirium were investigated using Cox proportional hazards models and a 2-year landmark analysis to minimize reverse causation. Sociodemographic factors, lifestyle factors/physical activity, cardiovascular risk, comorbidities, cognition, and maximal workload achieved were included as covariates. RESULTS During a median follow-up period of 11 years, 348 participants (9/1000) newly developed delirium. Compared with the high HRR group (16/1000), the risk for delirium was almost doubled in those with low HRR (hazard ratio = 1.90, 95% confidence interval (95%CI): 1.30-2.79, p = 0.001) and average HRR (hazard ratio = 1.54, 95%CI: 1.07-2.22, p = 0.020)). Low HRR was equivalent to being 6 years older, a current smoker, or ≥3 additional cardiovascular disease risks. Results were robust in sensitivity analysis, but the risk appeared larger in those with better cognition and when only postoperative delirium was considered (n = 147; hazard ratio = 2.66, 95%CI: 1.46-4.85, p = 0.001). CONCLUSION HRR during submaximal exercise is associated with future risk for delirium. Given that HRR is potentially modifiable, it may prove useful for neurological risk stratification alongside traditional cardiovascular risk factors.
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Affiliation(s)
- Lei Gao
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Medical Biodynamics Program, Brigham and Women's Hospital, Boston, MA 02115, USA; Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA.
| | - Arlen Gaba
- Medical Biodynamics Program, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Peng Li
- Medical Biodynamics Program, Brigham and Women's Hospital, Boston, MA 02115, USA; Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Richa Saxena
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Division of Diabetes, Endocrinology and Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester M13 9PL, UK
| | - Frank A J L Scheer
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA; Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Oluwaseun Akeju
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Martin K Rutter
- Division of Diabetes, Endocrinology and Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester M13 9PL, UK; Diabetes, Endocrinology and Metabolism Centre, Manchester University National Health Service Foundation Trust, Manchester M13 9WL, UK
| | - Kun Hu
- Medical Biodynamics Program, Brigham and Women's Hospital, Boston, MA 02115, USA; Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA; Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
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Muñoz-Diosdado A, Solís-Montufar ÉE, Zamora-Justo JA. Visibility Graph Analysis of Heartbeat Time Series: Comparison of Young vs. Old, Healthy vs. Diseased, Rest vs. Exercise, and Sedentary vs. Active. ENTROPY (BASEL, SWITZERLAND) 2023; 25:e25040677. [PMID: 37190463 PMCID: PMC10137780 DOI: 10.3390/e25040677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/11/2023] [Accepted: 04/13/2023] [Indexed: 05/17/2023]
Abstract
Using the visibility graph algorithm (VGA), a complex network can be associated with a time series, such that the properties of the time series can be obtained by studying those of the network. Any value of the time series becomes a node of the network, and the number of other nodes that it is connected to can be quantified. The degree of connectivity of a node is positively correlated with its magnitude. The slope of the regression line is denoted by k-M, and, in this work, this parameter was calculated for the cardiac interbeat time series of different contrasting groups, namely: young vs. elderly; healthy subjects vs. patients with congestive heart failure (CHF); young subjects and adults at rest vs. exercising young subjects and adults; and, finally, sedentary young subjects and adults vs. active young subjects and adults. In addition, other network parameters, including the average degree and the average path length, of these time series networks were also analyzed. Significant differences were observed in the k-M parameter, average degree, and average path length for all analyzed groups. This methodology based on the analysis of the three mentioned parameters of complex networks has the advantage that such parameters are very easy to calculate, and it is useful to classify heartbeat time series of subjects with CHF vs. healthy subjects, and also for young vs. elderly subjects and sedentary vs. active subjects.
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Affiliation(s)
- Alejandro Muñoz-Diosdado
- Instituto Politécnico Nacional, Unidad Profesional Interdisciplinaria de Biotecnología, Mexico City 07340, Mexico
| | - Éric E Solís-Montufar
- Instituto Politécnico Nacional, Unidad Profesional Interdisciplinaria de Biotecnología, Mexico City 07340, Mexico
| | - José A Zamora-Justo
- Instituto Politécnico Nacional, Unidad Profesional Interdisciplinaria de Biotecnología, Mexico City 07340, Mexico
- Instituto Tecnológico de Santo Domingo (INTEC), Santo Domingo 10602, Dominican Republic
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Karim S, Chahal A, Khanji MY, Petersen SE, Somers V. Autonomic Cardiovascular Control in Health and Disease. Compr Physiol 2023; 13:4493-4511. [PMID: 36994768 PMCID: PMC10406398 DOI: 10.1002/cphy.c210037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Autonomic neural control of the cardiovascular system is formed of complex and dynamic processes able to adjust rapidly to mitigate perturbations in hemodynamics and maintain homeostasis. Alterations in autonomic control feature in the development or progression of a multitude of diseases with wide-ranging physiological implications given the neural system's responsibility for controlling inotropy, chronotropy, lusitropy, and dromotropy. Imbalances in sympathetic and parasympathetic neural control are also implicated in the development of arrhythmia in several cardiovascular conditions sparking interest in autonomic modulation as a form of treatment. A number of measures of autonomic function have shown prognostic significance in health and in pathological states and have undergone varying degrees of refinement, yet adoption into clinical practice remains extremely limited. The focus of this contemporary narrative review is to summarize the anatomy, physiology, and pathophysiology of the cardiovascular autonomic nervous system and describe the merits and shortfalls of testing modalities available. © 2023 American Physiological Society. Compr Physiol 13:4493-4511, 2023.
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Affiliation(s)
- Shahid Karim
- Mayo Clinic, Rochester, Minnesota, USA
- William Harvey Research Institute, NIHR Barts Biomedical Centre, Queen Mary University London, UK
| | - Anwar Chahal
- Mayo Clinic, Rochester, Minnesota, USA
- University of Pennsylvania, Pennsylvania, USA
- William Harvey Research Institute, NIHR Barts Biomedical Centre, Queen Mary University London, UK
| | - Mohammed Y. Khanji
- William Harvey Research Institute, NIHR Barts Biomedical Centre, Queen Mary University London, UK
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Newham University Hospital, Barts Health NHS Trust, London, UK
| | - Steffen E. Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Centre, Queen Mary University London, UK
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Health Data Research UK, London, UK
- Alan Turing Institute, London, UK
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47
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Hassanein F, Masoud IM, Awwad ZM, Abdel-Salam H, Salem M, Shehata AI. Microbial bowel infections-induced biochemical and biological abnormalities and their effects on young Egyptian swimmers. Sci Rep 2023; 13:4597. [PMID: 36944683 PMCID: PMC10030829 DOI: 10.1038/s41598-023-31708-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 03/16/2023] [Indexed: 03/23/2023] Open
Abstract
Swimmers' personal hygiene affects the spread of microbes in pools. The present study aimed to determine the incidence of microbial infections among young Egyptian swimmers and its impact on swimmers' scores. From January 2020 to June 2021, 528 public club swimmers were examined cross-sectionally. Swimmers were divided into two groups according to their star tests and their scores in the competition (group 1 with a high score and group 2 with a low score). Stool samples, biochemical and biological parameters were assessed. Microbial infections were 54% for intestinal parasitosis and 2.8% for Helicobacter pylori. The rate of intestinal parasitosis was higher among Gp2 as compared to Gp1. The results also revealed higher prevalence of Cryptosporidium spp., Giardia lamblia, Entameba histolytica, and Cyclospora among Gp2 than Gp1. Swimming frequency, and duration influenced the infectious status that induced anemia, abnormal blood pressure, and heart rate. Infected swimmers with cryptosporidiosis had higher alanine transaminase levels, white blood cells, and differential cells but lower aspartate transaminase levels. Giardiasis showed higher reduction in the biochemical markers including ferritin, lactoferrin, iron, and transferrin among Gp 2, compared to Gp 1 and thus affected the swimmers' scores. Thus, raising swimmers' hygiene awareness and targeting health education is obliged.
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Affiliation(s)
- Faika Hassanein
- Department of Microbiology and Immunology, Faculty of Dentistry, Pharos University in Alexandria, Alexandria, Egypt.
| | - Inas M Masoud
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Pharos University in Alexandria, Alexandria, Egypt
| | - Zeinab M Awwad
- Department of Pharmacology and Therapeutics, Faculty of Pharmacy, Pharos University in Alexandria, Alexandria, Egypt
| | - Hussin Abdel-Salam
- Department of Water Sports Training, Faculty of Fitness Education, Alexandria University, Alexandria, Egypt
| | - Mohamed Salem
- Department of Water Sports Training, Faculty of Fitness Education, Alexandria University, Alexandria, Egypt
| | - Amany I Shehata
- Department of Tropical Health, High Institute of Public Health, Alexandria University, Alexandria, Egypt
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Polyák A, Topal L, Zombori-Tóth N, Tóth N, Prorok J, Kohajda Z, Déri S, Demeter-Haludka V, Hegyi P, Venglovecz V, Ágoston G, Husti Z, Gazdag P, Szlovák J, Árpádffy-Lovas T, Naveed M, Sarusi A, Jost N, Virág L, Nagy N, Baczkó I, Farkas AS, Varró A. Cardiac electrophysiological remodeling associated with enhanced arrhythmia susceptibility in a canine model of elite exercise. eLife 2023; 12:80710. [PMID: 36815557 PMCID: PMC10014074 DOI: 10.7554/elife.80710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 02/16/2023] [Indexed: 02/24/2023] Open
Abstract
The health benefits of regular physical exercise are well known. Even so, there is increasing evidence that the exercise regimes of elite athletes can evoke cardiac arrhythmias including ventricular fibrillation and even sudden cardiac death (SCD). The mechanism of exercise-induced arrhythmia and SCD is poorly understood. Here, we show that chronic training in a canine model (12 sedentary and 12 trained dogs) that mimics the regime of elite athletes induces electrophysiological remodeling (measured by ECG, patch-clamp, and immunocytochemical techniques) resulting in increases of both the trigger and the substrate for ventricular arrhythmias. Thus, 4 months sustained training lengthened ventricular repolarization (QTc: 237.1±3.4 ms vs. 213.6±2.8 ms, n=12; APD90: 472.8±29.6 ms vs. 370.1±32.7 ms, n=29 vs. 25), decreased transient outward potassium current (6.4±0.5 pA/pF vs. 8.8±0.9 pA/pF at 50 mV, n=54 vs. 42), and increased the short-term variability of repolarization (29.5±3.8 ms vs. 17.5±4.0 ms, n=27 vs. 18). Left ventricular fibrosis and HCN4 protein expression were also enhanced. These changes were associated with enhanced ectopic activity (number of escape beats from 0/hr to 29.7±20.3/hr) in vivo and arrhythmia susceptibility (elicited ventricular fibrillation: 3 of 10 sedentary dogs vs. 6 of 10 trained dogs). Our findings provide in vivo, cellular electrophysiological and molecular biological evidence for the enhanced susceptibility to ventricular arrhythmia in an experimental large animal model of endurance training.
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Affiliation(s)
- Alexandra Polyák
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Leila Topal
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Noémi Zombori-Tóth
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Noémi Tóth
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - János Prorok
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- ELKH-SZTE Research Group for Cardiovascular Pharmacology, Eötvös Loránd Research NetworkSzegedHungary
| | - Zsófia Kohajda
- ELKH-SZTE Research Group for Cardiovascular Pharmacology, Eötvös Loránd Research NetworkSzegedHungary
| | - Szilvia Déri
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | | | - Péter Hegyi
- Centre for Translational Medicine and Institute of Pancreatic Diseases, Semmelweis UniversityBudapestHungary
- Institute for Translational Medicine, Medical School, University of PécsPécsHungary
- Translational Pancreatology Research Group, Interdisciplinary Centre of Excellence for Research Development and Innovation, University of SzegedSzegedHungary
| | - Viktória Venglovecz
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Gergely Ágoston
- Institute of Family Medicine, University of SzegedSzegedHungary
| | - Zoltán Husti
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Péter Gazdag
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Jozefina Szlovák
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Tamás Árpádffy-Lovas
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Muhammad Naveed
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Annamária Sarusi
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
| | - Norbert Jost
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- ELKH-SZTE Research Group for Cardiovascular Pharmacology, Eötvös Loránd Research NetworkSzegedHungary
- Department of Pharmacology and Pharmacotherapy, Interdisciplinary Excellence Centre, University of SzegedSzegedHungary
| | - László Virág
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- Department of Pharmacology and Pharmacotherapy, Interdisciplinary Excellence Centre, University of SzegedSzegedHungary
| | - Norbert Nagy
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- ELKH-SZTE Research Group for Cardiovascular Pharmacology, Eötvös Loránd Research NetworkSzegedHungary
| | - István Baczkó
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- Department of Pharmacology and Pharmacotherapy, Interdisciplinary Excellence Centre, University of SzegedSzegedHungary
| | - Attila S Farkas
- Department of Internal Medicine, Cardiology ward, University of SzegedSzegedHungary
| | - András Varró
- Department of Pharmacology and Pharmacotherapy, University of SzegedSzegedHungary
- ELKH-SZTE Research Group for Cardiovascular Pharmacology, Eötvös Loránd Research NetworkSzegedHungary
- Department of Pharmacology and Pharmacotherapy, Interdisciplinary Excellence Centre, University of SzegedSzegedHungary
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49
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Viti A, Panconi G, Guarducci S, Garfagnini S, Mondonico M, Bravi R, Minciacchi D. Modulation of Heart Rate Variability following PAP Ion Magnetic Induction Intervention in Subjects with Chronic Musculoskeletal Pain: A Pilot Randomized Controlled Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3934. [PMID: 36900946 PMCID: PMC10001461 DOI: 10.3390/ijerph20053934] [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: 01/12/2023] [Revised: 02/18/2023] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
Abstract
Heart rate variability (HRV) analysis has emerged as a simple and non-invasive technique to indirectly evaluate the autonomic nervous system (ANS), and it is considered a sensible and advanced index of health status. Pulsed electromagnetic fields (PEMFs) are widely used in clinical settings for improving the health status of individuals with chronic musculoskeletal pain. The aim of the present single-blind, randomized, placebo-controlled parallel pilot study was to investigate the acute effect of a single session of PEMFs stimulation by a PAP ion magnetic induction (PAPIMI) device on ANS activity, as measured by HRV, in patients with chronic musculoskeletal pain, and compare such effect with that induced by a sham (control) PAPIMI inductor. Thirty-two patients were randomized into two groups: PAPIMI intervention (PAP) (n = 17) and sham PAPIMI intervention (SHAM-PAP) (n = 15). HRV was assessed before and following the interventions. The PAP group showed a significant increase in all values of the time-domain parameters (SDNN, RMSSD, NN50, and pNN50) and the HF component of HRV, suggesting a parasympathetic effect. In contrast, the SHAM-PAP group showed no significant differences in all HRV indices following the intervention. Preliminary findings suggested that PAPIMI inductor could influence ANS activity and provided initial evidence of the potential physiological response induced by the PAPIMI device.
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Affiliation(s)
- Antonio Viti
- Centro Fisioterapico Apuano, Via delle Contrade 242, 55047 Lucca, Italy
| | - Giulia Panconi
- Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, Italy
| | - Sara Guarducci
- Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, Italy
| | | | - Mosè Mondonico
- Centro Fisioterapico Apuano, Via delle Contrade 242, 55047 Lucca, Italy
| | - Riccardo Bravi
- Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, Italy
| | - Diego Minciacchi
- Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134 Florence, Italy
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50
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Shevets V, Sherstiuk L, Bumeister V, Lychko V, Korenkov O, Ivakhnyuk T, Sotnikov D, Brizhata I. Cardiovascular Reaction to Orthostatic Test Among Non-functional Overreaching Athletes with Vegetative Disorders (The Physical Therapist Perspective). ACTA BALNEOLOGICA 2023. [DOI: 10.36740/abal202301107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Aim: The non-functional overreaching requires a deeper study because its diagnosing is not based on conventional methods. Orthostatic and clinostatic tests make it easy and quick to detect health problems. The purpose of this research is defining orthostatic reactions among 68 athletes with and without signs of non-functional overreaching.
Materials and Methods: Our research comprises 2 groups of 68 athletes subdivided by presence of non-functional overreaching. The first group includes 27 persons with vegetative disorder signs. The second group covers 41 individuals without non-functional overreaching. For all of them, we conducted orthostatic tests to record blood pressure and heart rate horizontally and vertically.
Results: The research showed that 9 athletes (33.3% of the O+ group) had unsatisfactory results after body tests in horizontal and vertical positions. All athletes revealed the orthostatic tolerance disorder. For 5 sportsmen, the latter was accompanied by the clinostatic overreaction. Resting heart rate did not vary considerably between both groups (р=0.412). However, orthostatic tests reflected the sharp index rise among 9 individuals. For non-functional overreaching athletes, the mean value (р<0.001) exceeded the corresponding one in the O- group more than twofold.
Conclusions: Although today it is possible to differentiate orthostatic-clinostatic tolerance from vegetative dysfunction, further research must be conducted to clarify this syndrome types and to improve physical recovery for non-functional overreaching athletes.
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