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Skjevling L, Goll R, Hanssen HM, Johnsen PH. Faecal microbiota transplantation (FMT) in Norwegian outpatients with mild to severe myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS): protocol for a 12-month randomised double-blind placebo-controlled trial. BMJ Open 2024; 14:e073275. [PMID: 38858151 PMCID: PMC11168185 DOI: 10.1136/bmjopen-2023-073275] [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: 03/01/2023] [Accepted: 03/11/2024] [Indexed: 06/12/2024] Open
Abstract
INTRODUCTION The observed alteration of the intestinal microbiota in patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and the effect of transferring a healthy gut flora from a faecal donor using a faecal microbiota transplantation (FMT) will be explored in this trial. METHODS AND ANALYSIS This is a protocol for a randomised, double-blind, placebo-controlled, parallel-group, single-centre trial, with 12 months follow-up. 80 participants will be included and randomised (1:1:2) to either donor FMT (from two different donors) or placebo (autologous FMT). Participants will be included by the International Clinical Criteria for ME/CFS. The clinical measures of ME/CFS and disease activity include Modified DePaul Questionnaire, Fatigue Severity Scale (FSS), Hospital Anxiety and Depression Scale (HADS), 36-Item Short Form Health Survey (SF-36), ROMA IV criteria, Food Frequency Questionnaire, Repeatable Battery for the Assessment of Neuropsychological Status, heart rate variability testing and reports on the use of antibiotics and food supplements, as well as biobanking of blood, urine and faeces.The primary endpoint is proportion with treatment success in FSS score in donor versus autologous FMT group 3 months after treatment. Treatment success is defined as an FSS improvement of more than 1.2 points from baseline at 3 months after treatment. Adverse events will be registered throughout the study. ETHICS AND DISSEMINATION The Regional Committee for Medical Research Ethics Northern Norway has approved the study. The study has commenced in May 2019. Findings will be disseminated in international peer-reviewed journal(s), submitted to relevant conferences, and trial participants will be informed via phone calls. TRIAL REGISTRATION NUMBER NCT03691987.
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Affiliation(s)
- Linn Skjevling
- UiT The Arctic University of Norway, Tromso, Troms, Norway
- Medical Department, University Hospital of North Norway, Harstad, Troms, Norway
| | - Rasmus Goll
- UiT The Arctic University of Norway, Tromso, Troms, Norway
- Department of Gastroenterology, University Hospital of North Norway, Tromso, Troms, Norway
| | - Hege Marie Hanssen
- UiT The Arctic University of Norway, Tromso, Troms, Norway
- Medical Department, University Hospital of North Norway, Harstad, Troms, Norway
| | - Peter Holger Johnsen
- UiT The Arctic University of Norway, Tromso, Troms, Norway
- Medical Department, University Hospital of North Norway, Harstad, Troms, Norway
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Adam R, Lotankar Y, Sas C, Powell D, Martinez V, Green S, Cooper J, Bradbury K, Sive J, Hill DL. Understanding patterns of fatigue in health and disease: protocol for an ecological momentary assessment study using digital technologies. BMJ Open 2024; 14:e081416. [PMID: 38802273 PMCID: PMC11131111 DOI: 10.1136/bmjopen-2023-081416] [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: 11/23/2023] [Accepted: 05/10/2024] [Indexed: 05/29/2024] Open
Abstract
INTRODUCTION Fatigue is prevalent across a wide range of medical conditions and can be debilitating and distressing. It is likely that fatigue is experienced differently according to the underlying aetiology, but this is poorly understood. Digital health technologies present a promising approach to give new insights into fatigue.The aim of this study is to use digital health technologies, real-time self-reports and qualitative interview data to investigate how fatigue is experienced over time in participants with myeloma, long COVID, heart failure and in controls without problematic fatigue. Objectives are to understand which sensed parameters add value to the characterisation of fatigue and to determine whether study processes are feasible, acceptable and scalable. METHODS AND ANALYSIS An ecological momentary assessment study will be carried out over 2 or 4 weeks (participant defined). Individuals with fatigue relating to myeloma (n=10), heart failure (n=10), long COVID (n=10) and controls without problematic fatigue or a study condition (n=10) will be recruited. ECG patches will measure heart rate variability, respiratory rate, body temperature, activity and posture. A wearable bracelet accompanied by environment beacons will measure physical activity, sleep and room location within the home. Self-reports of mental and physical fatigue will be collected via smartphone app four times daily and on-demand. Validated fatigue and affect questionnaires will be completed at baseline and at 2 weeks. End-of-study interviews will investigate experiences of fatigue and study participation. A feedback session will be offered to participants to discuss their data.Data will be analysed using multilevel modelling and machine learning. Interviews and feedback sessions will be analysed using content or thematic analyses. ETHICS AND DISSEMINATION This study was approved by the East of England-Cambridge East Research Ethics Committee (22/EE/0261). The results will be disseminated in peer-reviewed journals and at international conferences. TRIAL REGISTRATION NUMBER NCT05622669.
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Affiliation(s)
- Rosalind Adam
- Academic Primary Care, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Yojana Lotankar
- Psychology and Neuroscience, University of Westminster, London, UK
| | - Corina Sas
- School of Computing and Communications, Lancaster University, Lancaster, UK
| | - Daniel Powell
- Health Psychology, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | | | - Stephen Green
- Department of Engineering, University of Cambridge, Cambridge, UK
| | - Jonathan Cooper
- James Watt School of Engineering, University of Glasgow, Glasgow, UK
| | | | - Jonathan Sive
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Derek L Hill
- Medical Physics & Biomedical engineering, University College London Faculty of Engineering Sciences, London, UK
- Panoramic Digital Health Ltd, Grenoble, France
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Emerson ND, Lavretsky H, Pittman WQ, Viswanathan N, Siddarth P. An open trial of biofeedback for long COVID. J Psychosom Res 2024; 179:111625. [PMID: 38458016 DOI: 10.1016/j.jpsychores.2024.111625] [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: 04/24/2023] [Revised: 02/21/2024] [Accepted: 02/21/2024] [Indexed: 03/10/2024]
Abstract
OBJECTIVE Biofeedback is a therapeutic treatment model that teaches self-regulation of autonomic functions to alleviate stress-related symptoms. "Long COVID" refers to chronic physical and cognitive sequelae post-SARS-CoV-2 infection. This study examined the efficacy of a six-week intervention, consisting of weekly one-hour sessions combining heart rate variability and temperature biofeedback, for alleviating mood symptoms, somatic symptoms and sleep disturbance of patients diagnosed with long COVID. METHODS Data were collected from 20 adult participants aged 22-63 (Mage = 44.1, SDage = 12.2) with varying long COVID symptoms. Within this single arm design, 16 of the 20 participants completed all six sessions of biofeedback; 14 completed an assessment at the three-month post-treatment time point. RESULTS Participants self-reported significant improvements in somatic, anxiety, and depressive symptoms, sleep quality, quality of life, and number of "bad days" immediately after the intervention and three months later (Cohen's d effect size (ES) = 1.09-0.46). Reduced number of medical doctor visits (ES = 0.85) and prescription drug use over the last month (odds ratio = 0.33), as well as improved emotional wellbeing (ES = 0.97) were observed at the three-month time point only. CONCLUSION Results suggest that this short, readily scalable intervention can be potentially efficacious in alleviating symptoms of long COVID. Despite notable improvements, the major limitation of this study is its lack of control group. While a randomized trial merits study, biofeedback appears to be a brief, effective, non-invasive, and low-cost treatment option for patients with chronic somatic symptoms secondary to SARS-CoV-2 infection. CLINICALTRIALS govID: NCT05120648.
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Affiliation(s)
- Natacha D Emerson
- UCLA Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, United States.
| | - Helen Lavretsky
- UCLA Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, United States
| | - William Q Pittman
- UCLA Department of Medicine, David Geffen School of Medicine, United States
| | - Nisha Viswanathan
- UCLA Department of Medicine, David Geffen School of Medicine, United States
| | - Prabha Siddarth
- UCLA Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, United States
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Gashi S, Oldrati P, Moebus M, Hilty M, Barrios L, Ozdemir F, Kana V, Lutterotti A, Rätsch G, Holz C. Modeling multiple sclerosis using mobile and wearable sensor data. NPJ Digit Med 2024; 7:64. [PMID: 38467710 PMCID: PMC10928076 DOI: 10.1038/s41746-024-01025-8] [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: 07/03/2023] [Accepted: 02/02/2024] [Indexed: 03/13/2024] Open
Abstract
Multiple sclerosis (MS) is a neurological disease of the central nervous system that is the leading cause of non-traumatic disability in young adults. Clinical laboratory tests and neuroimaging studies are the standard methods to diagnose and monitor MS. However, due to infrequent clinic visits, it is fundamental to identify remote and frequent approaches for monitoring MS, which enable timely diagnosis, early access to treatment, and slowing down disease progression. In this work, we investigate the most reliable, clinically useful, and available features derived from mobile and wearable devices as well as their ability to distinguish people with MS (PwMS) from healthy controls, recognize MS disability and fatigue levels. To this end, we formalize clinical knowledge and derive behavioral markers to characterize MS. We evaluate our approach on a dataset we collected from 55 PwMS and 24 healthy controls for a total of 489 days conducted in free-living conditions. The dataset contains wearable sensor data - e.g., heart rate - collected using an arm-worn device, smartphone data - e.g., phone locks - collected through a mobile application, patient health records - e.g., MS type - obtained from the hospital, and self-reports - e.g., fatigue level - collected using validated questionnaires administered via the mobile application. Our results demonstrate the feasibility of using features derived from mobile and wearable sensors to monitor MS. Our findings open up opportunities for continuous monitoring of MS in free-living conditions and can be used to evaluate and guide the effectiveness of treatments, manage the disease, and identify participants for clinical trials.
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Affiliation(s)
- Shkurta Gashi
- Department of Computer Science, ETH Zürich, Zürich, Switzerland.
- ETH AI Center, ETH Zürich, Zürich, Switzerland.
| | - Pietro Oldrati
- Institute for Implementation Science in Health Care, University of Zürich, Zürich, Switzerland
| | - Max Moebus
- Department of Computer Science, ETH Zürich, Zürich, Switzerland
| | - Marc Hilty
- Department of Neurology, University Hospital Zürich, Zürich, Switzerland
| | - Liliana Barrios
- Department of Computer Science, ETH Zürich, Zürich, Switzerland
| | - Firat Ozdemir
- Swiss Data Science Center, ETH Zürich & EPFL, Zürich, Switzerland
| | - Veronika Kana
- Department of Neurology, University Hospital Zürich, Zürich, Switzerland
| | - Andreas Lutterotti
- Department of Neurology, University Hospital Zürich, Zürich, Switzerland
| | - Gunnar Rätsch
- Department of Computer Science, ETH Zürich, Zürich, Switzerland
- ETH AI Center, ETH Zürich, Zürich, Switzerland
| | - Christian Holz
- Department of Computer Science, ETH Zürich, Zürich, Switzerland
- ETH AI Center, ETH Zürich, Zürich, Switzerland
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Liao LY, Chien LW, Liu CF. Far-infrared stimulation of Neiguan acupoints improves heart rate variability and ameliorate fatigue in hemodialysis patients: A randomized trial. J Chin Med Assoc 2024; 87:340-345. [PMID: 38289295 DOI: 10.1097/jcma.0000000000001060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND In 2018, 84 615 patients in Taiwan received hemodialysis, of which about 62% to 97% suffered from fatigue. Fatigue caused by hemodialysis may be mental or physical. However, the detailed mechanism remains unclear. This study aimed to evaluate whether far-infrared stimulation of the Neiguan acupoint (P6) could effectively reduce fatigue and improve heart rate variability (HRV) in hemodialysis patients. METHODS We conducted a two-arm, randomized trial in a hemodialysis center between March 2015 and March 2016. A total of 73 hemodialysis patients were included and were randomly assigned to an experimental group (n = 37) and a control group (n = 36). The experimental group received far-infrared radiation on Neiguan acupoint during hemodialysis for 12 weeks. The outcomes were fatigue level and HRV. RESULTS All patients showed moderate fatigue ( M = 26.00 ± 13.01, range = 0-78) at baseline. Far-infrared stimulation on Neiguan acupoint significantly reduced overall fatigue ( β = 24, p < 0.001) and improved HRV ( β = 74.36, p < 0.001). Compared to the control group, the experiment group had significantly reduced fatigue levels in all aspects such as reduced energy and motivation ( β = -2.97, p < 0.001), reduced physical strength ( β = -1.28, p < 0.01), reduced mental capability ( β = -2.38, p < 0.001), reduction in daily activities ( β = -1.48, p < 0.01), depressed mood and loss of control ( β = -1.21, p < 0.05) as well as increased autonomous nervous system activity ( β = 14.71, p < 0.01) in the third month of stimulation. CONCLUSION Far-infrared stimulation of the Neiguan acupoints effectively reduces fatigue and increases autonomic nervous system activity in hemodialysis patients.
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Affiliation(s)
- Ling-Yu Liao
- Department of Nursing, Taiwan Adventist Hospital, Taipei, Taiwan, ROC
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan, ROC
| | - Li-Wei Chien
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC
- Department of Obstetrics and Gynecology, Taipei Medical University Hospital, Taipei, Taiwan, ROC
| | - Chi-Feng Liu
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan, ROC
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Moebus M, Gashi S, Hilty M, Oldrati P, Holz C. Meaningful digital biomarkers derived from wearable sensors to predict daily fatigue in multiple sclerosis patients and healthy controls. iScience 2024; 27:108965. [PMID: 38362266 PMCID: PMC10867654 DOI: 10.1016/j.isci.2024.108965] [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: 04/21/2023] [Revised: 07/14/2023] [Accepted: 01/15/2024] [Indexed: 02/17/2024] Open
Abstract
Fatigue is the most common symptom among multiple sclerosis (MS) patients and severely affects the quality of life. We investigate how perceived fatigue can be predicted using biomarkers collected from an arm-worn wearable sensor for MS patients (n = 51) and a healthy control group (n = 23) at an unprecedented time resolution of more than five times per day. On average, during our two-week study, participants reported their level of fatigue 51 times totaling more than 3,700 data points. Using interpretable generalized additive models, we find that increased physical activity, heart rate, sympathetic activity, and parasympathetic activity while awake and asleep relate to perceived fatigue throughout the day-partly affected by dysfunction of the ANS. We believe our analysis opens up new research opportunities for fine-grained modeling of perceived fatigue based on passively collected physiological signals using wearables-for MS patients and healthy controls alike.
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Affiliation(s)
- Max Moebus
- Department of Computer Science, ETH Zürich, Stampfenbachstrasse 48, 8092 Zürich, Switzerland
- Competence Center for Rehabilitation Engineering and Science, ETH Zürich, Gloriastrasse 37/39, 8092 Zürich, Switzerland
| | - Shkurta Gashi
- Department of Computer Science, ETH Zürich, Stampfenbachstrasse 48, 8092 Zürich, Switzerland
- ETH AI Center, ETH Zürich, OAS J17, Binzmühlestrasse 13, 8092 Zürich, Switzerland
| | - Marc Hilty
- Neuroimmunology Department, University Hospital Zürich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Pietro Oldrati
- Neuroimmunology Department, University Hospital Zürich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - PHRT author consortium
- Department of Computer Science, ETH Zürich, Stampfenbachstrasse 48, 8092 Zürich, Switzerland
- ETH AI Center, ETH Zürich, OAS J17, Binzmühlestrasse 13, 8092 Zürich, Switzerland
- Neuroimmunology Department, University Hospital Zürich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
- Competence Center for Rehabilitation Engineering and Science, ETH Zürich, Gloriastrasse 37/39, 8092 Zürich, Switzerland
| | - Christian Holz
- Department of Computer Science, ETH Zürich, Stampfenbachstrasse 48, 8092 Zürich, Switzerland
- ETH AI Center, ETH Zürich, OAS J17, Binzmühlestrasse 13, 8092 Zürich, Switzerland
- Competence Center for Rehabilitation Engineering and Science, ETH Zürich, Gloriastrasse 37/39, 8092 Zürich, Switzerland
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Kang J, Payne SC, Sasangohar F, Mehta RK. Field-based longitudinal evaluation of multimodal worker fatigue assessments in offshore shiftwork. APPLIED ERGONOMICS 2024; 115:104164. [PMID: 37925754 DOI: 10.1016/j.apergo.2023.104164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 10/16/2023] [Accepted: 10/31/2023] [Indexed: 11/07/2023]
Abstract
Fatigue in offshore environments is a critical safety hazard, yet the utility of daily fatigue assessments has not been longitudinally examined in these environments. The aim of this exploratory longitudinal field study across two drillships in the Gulf of Mexico was to determine the changes in subjective, performance-based, and physiological fatigue measures over time across different shift types (day, night, and swing) and to identify correlations between these multimodal fatigue assessments. Repeated measures correlation analyses of daily fatigue data from seventy offshore workers revealed that while total sleep time remained unaffected by time on rig, workers' performances on the psychomotor vigilance test (PVT) deteriorated over time across all shift types. Several correlations between the various multimodal measures were consistent with the extant literature on worker fatigue symptoms and perceptual and physiological manifestations. These findings emphasize the utility of PVT and single item self-reports to capture worker fatigue in offshore shiftwork.
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Affiliation(s)
- John Kang
- Wm. Michael Barnes 64' Industrial & Systems Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Stephanie C Payne
- Department of Psychology, Texas A&M University, College Station, TX, 77843, USA
| | - Farzan Sasangohar
- Wm. Michael Barnes 64' Industrial & Systems Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Ranjana K Mehta
- Industrial & Systems Engineering, University of Wisconsin Madison, Madison, WI 53706 USA.
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Ryabkova VA, Rubinskiy AV, Marchenko VN, Trofimov VI, Churilov LP. Similar Patterns of Dysautonomia in Myalgic Encephalomyelitis/Chronic Fatigue and Post-COVID-19 Syndromes. PATHOPHYSIOLOGY 2024; 31:1-17. [PMID: 38251045 PMCID: PMC10801610 DOI: 10.3390/pathophysiology31010001] [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: 11/19/2023] [Revised: 12/26/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND There is a considerable overlap between the clinical presentation of post-COVID-19 condition (PCC) and myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). Many of their common symptoms can be linked to dysregulation of the autonomic nervous system (dysautonomia). This study aimed to objectively assess autonomic function in a general group of patients with PCC and in a group of patients with ME/CFS whose disease was not related to COVID-19. We hypothesize that the similarity in the chronic symptoms of patients with PCC and ME/CFS extends to objective autonomic nervous system abnormalities. METHODS Synchronous recordings of an electrocardiogram and continuous dynamics of blood pressure in the digital artery using the Penaz method were obtained using the spiroarteriocardiorhythmography method in 34 patients diagnosed with ME/CFS, in whom the onset of the disease was not associated with COVID-19, 29 patients meeting the PCC definition and 32 healthy controls. Heart rate variability (HRV) and systolic and diastolic blood pressure variability (BPV) were assessed at rest and in tests with fixed respiratory rates. Indicators of baroreflex regulation (baroreflex effectiveness index and baroreflex sensitivity) were additionally determined at rest. RESULTS The total power and power of low-frequency and high-frequency of RR interval variability at rest as well as baroreflex sensitivity were significantly lower both in PCC and ME/CFS patients compared to healthy controls. Several diagnostic prediction models for ME/CFS were developed based on HRV parameters. During slow breathing, the HRV parameters returned to normal in PCC but not in ME/CFS patients. The correlation analysis revealed a close relationship of HRV, BPV parameters and baroreflex sensitivity with fatigue, but not with HADS depressive/anxiety symptoms in the ME/CFS and PCC patients. CONCLUSIONS A similar pattern of HRV and baroreflex failure with signs of a pathological acceleration of age-dependent dysautonomia was identified in the ME/CFS and PCC patients. The clinical, diagnostic and therapeutic implications of these findings are discussed, in light of previously described relationships between inflammation, vascular pathology, atherosclerotic cardiovascular disease and autonomic dysfunction.
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Affiliation(s)
- Varvara A. Ryabkova
- Laboratory of the Mosaic of Autoimmunity, Saint Petersburg State University, 199034 Saint-Petersburg, Russia;
- Department of Pathology, Saint Petersburg State University, 199034 Saint-Petersburg, Russia
- Department of Hospital Therapy Named after Academician M.V. Chernorutskii, Research Institute of Rheumatology and Allergology, Pavlov First Saint Petersburg State Medical University, 197022 Saint-Petersburg, Russia; (V.N.M.); (V.I.T.)
| | - Artemiy V. Rubinskiy
- Department of Medical Rehabilitation and Adaptive Physical Culture, Pavlov First Saint Petersburg State Medical University, 197022 Saint-Petersburg, Russia;
| | - Valeriy N. Marchenko
- Department of Hospital Therapy Named after Academician M.V. Chernorutskii, Research Institute of Rheumatology and Allergology, Pavlov First Saint Petersburg State Medical University, 197022 Saint-Petersburg, Russia; (V.N.M.); (V.I.T.)
| | - Vasiliy I. Trofimov
- Department of Hospital Therapy Named after Academician M.V. Chernorutskii, Research Institute of Rheumatology and Allergology, Pavlov First Saint Petersburg State Medical University, 197022 Saint-Petersburg, Russia; (V.N.M.); (V.I.T.)
| | - Leonid P. Churilov
- Laboratory of the Mosaic of Autoimmunity, Saint Petersburg State University, 199034 Saint-Petersburg, Russia;
- Department of Pathology, Saint Petersburg State University, 199034 Saint-Petersburg, Russia
- Laboratory of Microangiopathic Mechanisms of Atherogenesis, Saint Petersburg State University, 199034 Saint-Petersburg, Russia
- Saint Petersburg Research Institute of Phthisiopulmonology, 191036 Saint Petersburg, Russia
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Corrado J, Iftekhar N, Halpin S, Li M, Tarrant R, Grimaldi J, Simms A, O'Connor RJ, Casson A, Sivan M. HEART Rate Variability Biofeedback for LOng COVID Dysautonomia (HEARTLOC): Results of a Feasibility Study. ADVANCES IN REHABILITATION SCIENCE AND PRACTICE 2024; 13:27536351241227261. [PMID: 38298551 PMCID: PMC10826406 DOI: 10.1177/27536351241227261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 01/03/2024] [Indexed: 02/02/2024]
Abstract
Introduction Post-COVID-19 syndrome, or Long Covid (LC) refers to symptoms persisting 12 weeks after the COVID-19 infection. LC comprises a wide range of dysautonomia symptoms, including fatigue, breathlessness, palpitations, dizziness, pain and brain fog. This study tested the feasibility and estimated the efficacy, of a Heart Rate Variability Biofeedback (HRV-B) programme via a standardised slow diaphragmatic breathing technique in individuals with LC. Methods LC patients underwent a 4-week HRV-B intervention for 10 minutes twice daily for 4 weeks using the Polar H10 ECG (Electrocardiogram) chest strap and Elite HRV phone application. Outcome measures C19-YRSm (Yorkshire Rehabilitation Scale modified), Composite Autonomic Symptom Score (COMPASS-31), WHO Disability Assessment Schedule (WHODAS), EQ5D-5L (EuroQol 5 Dimensions) and Root Mean Square of Successive Differences between heartbeats (RMSSD) using a Fitbit device were recorded before and after the intervention. The study was pre-registered at clinicaltrials.gov NCT05228665. Results A total of 13 participants (54% female, 46% male) completed the study with high levels of independent use of technology, data completeness and intervention adherence. There was a statistically significant improvement in C19YRS-m (P = .001), COMPASS-31 (P = .007), RMSSD (P = .047), WHODAS (P = .02) and EQ5D Global Health Score (P = .009). Qualitative feedback suggested participants could use it independently, were satisfied with the intervention and reported beneficial effects from the intervention. Conclusion HRV-B using diaphragmatic breathing is a feasible intervention for LC. The small sample size limits generalisability. HRV-B in LC warrants further exploration in a larger randomised controlled study.
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Affiliation(s)
- Joanna Corrado
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
- National Demonstration Centre of Rehabilitation Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Nafi Iftekhar
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Stephen Halpin
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
- National Demonstration Centre of Rehabilitation Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Mengyao Li
- Department of Electrical and Electronic Engineering, University of Manchester, Manchester, UK
| | - Rachel Tarrant
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
| | - Jennifer Grimaldi
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
| | - Alexander Simms
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Rory J O'Connor
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- National Demonstration Centre of Rehabilitation Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Alex Casson
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Department of Electrical and Electronic Engineering, University of Manchester, Manchester, UK
| | - Manoj Sivan
- Academic Department of Rehabilitation Medicine, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
- National Demonstration Centre of Rehabilitation Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Komber A, Chu SH, Zhao X, Komber H, Halbesma N, Mead G. Non-pharmacological interventions for the treatment of post-stroke fatigue: A systematic review. Int J Stroke 2023:17474930231221480. [PMID: 38062564 DOI: 10.1177/17474930231221480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2023]
Abstract
BACKGROUND Post-stroke fatigue (PSF) affects 50% of stroke survivors. Current guidance on management of this condition is limited. AIMS This systematic review and meta-analysis aimed to identify and analyze all randomized clinical trials (RCTs) of non-pharmacological interventions for the treatment of PSF. SUMMARY OF REVIEW Six electronic databases were searched from inception to January 2023 for English-language RCTs investigating the efficacy of non-pharmacological interventions versus passive controls in patients with PSF. The primary outcome was fatigue severity at the end of the intervention. The Cochrane risk-of-bias (ROB)2 tool was used to assess evidence quality. A total of 7990 records were retrieved, 333 studies were scrutinized, and 13 completed RCTs (484 participants) were included. Interventions included psychological therapies, physical therapies, and brain stimulation. Nine studies provided sufficient data for meta-analysis, of which seven also had follow-up data. Fatigue severity was lower in the intervention groups at the end of the intervention compared with control (participants = 310, standardized mean difference (SMD) = -0.57, 95% confidence intervals (CIs) (-0.87 to -0.28)) and at follow-up (participants = 112, SMD = -0.36, 95% CIs (-0.83 to 0.10)). Certainty in the effect estimate was downgraded to low for a serious ROB and imprecision. Subgroup analysis revealed significant benefits with physical therapy and brain stimulation but not psychological therapies, though sample sizes were low. CONCLUSION Non-pharmacological interventions improved fatigue but the quality of evidence was low. Further RCTs are needed for PSF management.
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Affiliation(s)
- Ahmad Komber
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Shuk Han Chu
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Xu Zhao
- Department of Chemistry, Oxford University, Oxford, UK
| | - Hend Komber
- Department of Radiology, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Gillian Mead
- Usher Institute, University of Edinburgh, Edinburgh, UK
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11
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van Campen C(LMC, Rowe PC, Visser FC. Worsening Symptoms Is Associated with Larger Cerebral Blood Flow Abnormalities during Tilt-Testing in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). MEDICINA (KAUNAS, LITHUANIA) 2023; 59:2153. [PMID: 38138257 PMCID: PMC10744908 DOI: 10.3390/medicina59122153] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023]
Abstract
Background and Objectives: During tilt testing, myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) patients experience an abnormal reduction in cerebral blood flow (CBF). The relationship between this CBF reduction and symptom severity has not been examined in detail. Our hypothesis was that ME/CFS severity is related to the degree of the CBF reduction during tilt testing. Materials and Methods: First, from our database, we selected ME/CFS patients who had undergone assessments of ME/CFS symptomatology and tilt tests on the same day, one at the first visit and the second during a follow-up. The change in symptomatology was related to the change in CBF during the tilt test. Second, we combined the data of two previously published studies (n = 219), where disease severity as defined by the 2011 international consensus criteria (ICC) was available but not published. Results: 71 patients were retested because of worsening symptoms. The ICC disease severity distribution (mild-moderate-severe) changed from 51/45/4% at visit-1 to 1/72/27% at follow-up (p < 0.0001). The %CBF reduction changed from initially 19% to 31% at follow-up (p < 0.0001). Of 39 patients with stable disease, the severity distribution was similar at visit-1 (36/51/13%) and at follow-up (33/49/18%), p = ns. The %CBF reduction remained unchanged: both 24%, p = ns. The combined data of the two previously published studies showed that patients with mild, moderate, and severe disease had %CBF reductions of 25, 29, and 33%, respectively (p < 0.0001). Conclusions: Disease severity and %CBF reduction during tilt testing are highly associated in ME/CFS: a more severe disease is related to a larger %CBF reduction. The data suggest a causal relationship where a larger CBF reduction leads to worsening symptoms.
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Affiliation(s)
| | - Peter C. Rowe
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA;
| | - Frans C. Visser
- Stichting CardioZorg, Planetenweg 5, 2132 HN Hoofddorp, The Netherlands;
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12
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Alexandre F, Molinier V, Hognon L, Charbonnel L, Calvat A, Castanyer A, Henry T, Marcenac A, Jollive M, Vernet A, Oliver N, Heraud N. Time-Course of Changes in Multidimensional Fatigue and Functional Exercise Capacity and Their Associations during a Short Inpatient Pulmonary Rehabilitation Program. COPD 2023; 20:55-63. [PMID: 36655947 DOI: 10.1080/15412555.2022.2164261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
This study aimed to assess the time-course of changes in multidimensional fatigue and functional exercise capacity and their associations during an inpatient pulmonary rehabilitation (PR) program. Seventy COPD patients from three centres were enrolled for a four-week PR program and were evaluated before (T0) and at the end of each week (T1, T2, T3, and T4). Weekly change in multidimensional fatigue was assessed by the multidimensional inventory questionnaire (MFI-20) and functional exercise capacity by the 6-minute walking distance (6MWD). Reaction time (RT) and heart rate variability (HRV) were also assessed as complementary markers of fatigue. HRV did not change during the study (all p > 0.05). MFI-20 score and RT decreased during the first part of the program (p < 0.001) and levelled off at T2 (all p > 0.05 compared with each preceding time). While 6MWD improved by almost 70% during the first part of the PR, it continued to increase, albeit at a greatly reduced pace, between T2 and T4 (p < 0.05). In parallel, a negative association was found between MFI-20 score and 6MWD at each evaluation time (r ranged from 0.43 to 0.71), with a significantly stronger T3 correlation compared with the other time periods (all p < 0.05). The strengthening of the association between fatigue and functional exercise capacity at T3, which occurred concomitantly with the slowdown of functional exercise capacity improvement, is consistent with a role for fatigue in the limitation of performance changes during PR. The limitation of fatigue during PR is thus an interesting aspect to improve the magnitude of performance changes.
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Affiliation(s)
- François Alexandre
- Direction de la recherche clinique et de l'innovation en Santé, Korian, Lodève, France
| | - Virginie Molinier
- Direction de la recherche clinique et de l'innovation en Santé, Korian, Lodève, France
| | - Louis Hognon
- Euromov Digital Health in Motion, University of Montpellier, IMT Mines Ales, Montpellier, France
| | | | | | | | - Thomas Henry
- Clinique du Souffle Les Clarines, Korian, Riom-ès-montagne, France
| | | | | | | | - Nicolas Oliver
- Direction de la recherche clinique et de l'innovation en Santé, Korian, Lodève, France.,Clinique du Souffle La Vallonie, Korian, Lodève, France
| | - Nelly Heraud
- Direction de la recherche clinique et de l'innovation en Santé, Korian, Lodève, France
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13
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Chen Y, Liu M, Zhou J, Bao D, Li B, Zhou J. Acute Effects of Fatigue on Cardiac Autonomic Nervous Activity. J Sports Sci Med 2023; 22:806-815. [PMID: 38045744 PMCID: PMC10690502 DOI: 10.52082/jssm.2023.806] [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: 08/20/2023] [Accepted: 11/23/2023] [Indexed: 12/05/2023]
Abstract
The onset of fatigue disrupts the functioning of the autonomic nervous system (ANS), potentially elevating the risk of life-threatening incidents and impairing daily performance. Previous studies mainly focused on physical fatigue (PF) and mental fatigue (MF) effects on the ANS, with limited knowledge concerning the influence of physical-mental fatigue (PMF) on ANS functionality. This study aimed to assess the immediate impact of PMF on ANS function and to compare its effects with those of PF and MF on ANS function. Thirty-six physically active college students (17 females) without burnout performed 60-min cycling exercises, AX-Continuous Performance Task (AX-CPT), and cycling combined with AX-CPT to induce PF, MF, and PMF respectively. Subjective fatigue levels were measured using the Rating of Perceived Exertion scale and the Visual Analog Scale-Fatigue. Heart rate variability was measured before and after each protocol to assess cardiac autonomic function. The proposed tasks successfully induced PF, MF, and PMF, demonstrated by significant changes in subjective fatigue levels. Compared with baseline, PMF decreased the root mean square of successive differences (RMSSD) between normal heartbeats (P < 0.001, d = 0.50), the standard deviation of normal-to-normal RR intervals (SDNN) (P < 0.01, d = 0.33), and the normalized high-frequency (nHF) power (P < 0.001, d = 0.32) while increased the normalized low-frequency (nLF) power (P < 0.001, d = 0.35) and the nLF/nHF ratio (P < 0.001, d = 0.40). Compared with MF, PMF significantly decreased RMSSD (P < 0.001, η2 = 0.431), SDNN (P < 0.001, η2 = 0.327), nLF (P < 0.01, η2 = 0.201), and nHF (P < 0.001, η2 = 0.377) but not the nLF/nHF ratio. There were no significant differences in ΔHRV (i.e., ΔRMSSD, ΔSDNN, ΔnLF/nHF, ΔnLF, and ΔnHF), heart rate, and training impulse between PF- and PMF-inducing protocols. Cognitive performance (i.e., accuracy) in AX-CPT during the PMF-inducing protocol was significantly lower than that during the MF-inducing protocol (P < 0.001, η2 = 0.101). PF and PMF increased sympathetic activity and decreased parasympathetic activity, while MF enhanced parasympathetic activity.
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Affiliation(s)
- Yan Chen
- Sports Department, Beihang University, Beijing, China
| | - Meng Liu
- Sports Coaching College; Beijing Sport University, Beijing, China
| | - Jun Zhou
- China Athletics College, Beijing Sport University, Beijing, China
| | - Dapeng Bao
- China Institute of Sport and Health Science, Beijing Sport University, Beijing, China
| | - Bin Li
- Cycling and Fencing Administrative Center, General Administration of Sport of China, Beijing, China
| | - Junhong Zhou
- Hebrew SeniorLife Hinda and Arthur Marcus Institute for Aging Research, Harvard Medical School, Boston, MA, United States
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14
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Chen SM, Chen WL, Tai CJ, Hsieh SH, Lin CK, Chen PY, Huang HC, Fan YC, Chiu HY. Effects of Self-Administered Acupressure on Fatigue Following Traumatic Brain Injury: A Randomized Controlled Trial. J Head Trauma Rehabil 2023; 38:E404-E413. [PMID: 36951471 DOI: 10.1097/htr.0000000000000861] [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: 03/24/2023]
Abstract
BACKGROUND Fatigue is a common symptom after a traumatic brain injury (TBI) and may persist for weeks or years. However, nonpharmacological management strategies for fatigue alleviations are almost nonexistent; thus, effective fatigue management programs are needed urgently. PURPOSES We aimed to evaluate the effects of self-administered acupressure programs on post-TBI fatigue and heart rate variability and identify the possible correlation between the improvements in fatigue symptoms and the changes in heart rate variability. DESIGN This randomized controlled trial included 2-point acupressure (TPA; n = 27), 5-point acupressure (FPA; n = 27), and usual care (UC, control; n = 27) groups who underwent several assessments before and after the study intervention. Heart rate variability was evaluated at baseline, weeks 2 and 3, and treatment completion. METHODS The TPA and FPA groups self-administered acupressure (3 minutes per acupoint; bilateral), thrice daily for 4 weeks, whereas the UC group received routine treatment without acupressure. RESULTS Both the TPA and FPA groups exhibited substantial improvements in fatigue symptoms compared with the baseline findings in the UC group. In addition, the TPA and FPA groups exhibited increased high-frequency power and mean number of times per hour in which the changes in successive normal sinus intervals (RR) gradually exceeded 50 ms (pNN50). Changes in high-frequency power and pNN50 were correlated with improvements in post-TBI fatigue symptoms. CONCLUSION Acupressure may alleviate chronic fatigue and enhance parasympathetic activity in TBI survivors. The enhancement of parasympathetic activity may be correlated with improvements in post-TBI fatigue symptoms. RELEVANCE TO CLINICAL PRACTICE Healthcare providers should incorporate self-administered acupressure into the care plans for TBI survivors to improve their fatigue symptoms.
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Affiliation(s)
- Shu-Mei Chen
- Department of Neurosurgery, Taipei Medical University Hospital and School of Medicine, Taipei Medical University, Taipei, Taiwan (Dr S. M. Chen); Departments of Nursing (Ms W. L. Chen) and Surgery, Division of Neurosurgery (Dr Lin), Far Eastern Memorial Hospital, New Taipei, Taiwan; School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan (Ms W. L. Chen and Drs Huang, and Chiu); Departments of Traditional Chinese Medicine (Dr Tai) and Nursing (Dr Chiu), Taipei Medical University Hospital, Taipei, Taiwan; Department of Nursing, En Chu Kong Hospital, New Taipei, Taiwan (Ms Hsieh); Department of Neurosurgery, Chang Gung Memorial Hospital and Community Medicine Research Center, Keelung Branch, Keelung, Taiwan (Dr P.Y. Chen); School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan (Dr Fan); and Research Center of Sleep Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan (Dr Chiu)
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15
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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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16
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Mooren FC, Böckelmann I, Waranski M, Kotewitsch M, Teschler M, Schäfer H, Schmitz B. Autonomic dysregulation in long-term patients suffering from Post-COVID-19 Syndrome assessed by heart rate variability. Sci Rep 2023; 13:15814. [PMID: 37739977 PMCID: PMC10516975 DOI: 10.1038/s41598-023-42615-y] [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: 01/23/2023] [Accepted: 09/12/2023] [Indexed: 09/24/2023] Open
Abstract
Post-COVID-19 Syndrome (PCS) is a condition with multiple symptoms partly related to dysregulation of the autonomic nerve system. Assessment of heart rate variability (HRV) using 24 h Holter-ECG may serve as a surrogate to characterize cardiac autonomic activity. A prospective study including 103 PCS patients (time after infection = 252 days, age = 49.0 ± 11.3 years, 45.7% women) was performed and patients underwent detailed clinical screening, cardiopulmonary exercise testing, and 24 h Holter monitoring. Data of PCS patients was compared to 103 CAD patients and a healthy control group (n = 90). After correction for age and sex, frequency-related variables differed in PCS patients compared to controls including LF/HFpower, LF/HFnu, and LF/HF ratio (24 h; p ≤ 0.001). By contrast, these variables were largely comparable between PCS and CAD patients, while sympathetic activation was highest in PCS patients during the 24 h period. Overall, PCS patients showed disturbed diurnal adjustment of HRV, with impaired parasympathetic activity at night. Patients hospitalized during acute infection showed an even more pronounced overactivation of sympathetic activity compared to patients who underwent ambulant care. Our data demonstrate persistent HRV alterations in PCS patients with long-term symptom duration, suggesting a sustained impairment of sympathovagal balance. Moreover, sympathetic overstimulation and diminished parasympathetic response in long-term PCS patients are comparable to findings in CAD patients. Whether HRV variables have a prognostic value in PCS and/or might serve as biomarkers indicating a successful interventional approach warrants further longitudinal studies.
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Affiliation(s)
- Frank C Mooren
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany.
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany.
| | - Irina Böckelmann
- Occupational Medicine, Faculty of Medicine, Otto-Von-Guericke University, Magdeburg, Germany
| | - Melina Waranski
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany
| | - Mona Kotewitsch
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany
| | - Marc Teschler
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany
| | - Hendrik Schäfer
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany
| | - Boris Schmitz
- Department of Rehabilitation Sciences, Faculty of Health, University of Witten/Herdecke, Witten, Germany
- DRV Clinic Königsfeld, Center for Medical Rehabilitation, Holthauser Talstraße 2, 58256, Ennepetal, Germany
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17
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Haloot J, Bhavaraju-Sanka R, Pillarisetti J, Verduzco-Gutierrez M. Autonomic Dysfunction Related to Postacute SARS-CoV-2 Syndrome. Phys Med Rehabil Clin N Am 2023; 34:563-572. [PMID: 37419532 DOI: 10.1016/j.pmr.2023.04.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2023]
Abstract
Persistence of symptoms beyond the initial acute phase of coronavirus disease-2019 (COVID-19) is termed postacute SARS-CoV-2 (PASC) and includes neurologic, autonomic, pulmonary, cardiac, psychiatric, gastrointestinal, and functional impairment. PASC autonomic dysfunction can present with dizziness, tachycardia, sweating, headache, syncope, labile blood pressure, exercise intolerance, and "brain fog." A multidisciplinary team can help manage this complex syndrome with nonpharmacologic and pharmacologic interventions.
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Affiliation(s)
- Justin Haloot
- Department of Internal Medicine, University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, USA
| | - Ratna Bhavaraju-Sanka
- Department of Neurology, UT Health San Antonio, Joe R. & Theresa Lozano Long School of Medicine, 7703 Floyd Curl Drive, Mail Code 7883, San Antonio, TX 78229, USA.
| | - Jayasree Pillarisetti
- Janey & Dolph Briscoe Division of Cardiology, 7703 Floyd Curl Drive, San Antonio, TX 78229, USA
| | - Monica Verduzco-Gutierrez
- Department of Rehabilitation Medicine, Joe R. & Teresa Lozano Long School of Medicine, UT Health at San Antonio Texas, 7703 Floyd Curl Drive, Room 628E, San Antonio, TX 78229, USA
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18
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Shinba T, Kuratsune D, Shinba S, Shinba Y, Sun G, Matsui T, Kuratsune H. Major Depressive Disorder and Chronic Fatigue Syndrome Show Characteristic Heart Rate Variability Profiles Reflecting Autonomic Dysregulations: Differentiation by Linear Discriminant Analysis. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23115330. [PMID: 37300057 DOI: 10.3390/s23115330] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/23/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023]
Abstract
Major depressive disorder (MDD) and chronic fatigue syndrome (CFS) have overlapping symptoms, and differentiation is important to administer the proper treatment. The present study aimed to assess the usefulness of heart rate variability (HRV) indices. Frequency-domain HRV indices, including high-frequency (HF) and low-frequency (LF) components, their sum (LF+HF), and their ratio (LF/HF), were measured in a three-behavioral-state paradigm composed of initial rest (Rest), task load (Task), and post-task rest (After) periods to examine autonomic regulation. It was found that HF was low at Rest in both disorders, but was lower in MDD than in CFS. LF and LF+HF at Rest were low only in MDD. Attenuated responses of LF, HF, LF+HF, and LF/HF to task load and an excessive increase in HF at After were found in both disorders. The results indicate that an overall HRV reduction at Rest may support a diagnosis of MDD. HF reduction was found in CFS, but with a lesser severity. Response disturbances of HRV to Task were observed in both disorders, and would suggest the presence of CFS when the baseline HRV has not been reduced. Linear discriminant analysis using HRV indices was able to differentiate MDD from CFS, with a sensitivity and specificity of 91.8% and 100%, respectively. HRV indices in MDD and CFS show both common and different profiles, and can be useful for the differential diagnosis.
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Affiliation(s)
- Toshikazu Shinba
- Department of Psychiatry, Shizuoka Saiseikai General Hospital, Shizuoka 422-8527, Japan
- Research Division, Saiseikai Research Institute of Health Care and Welfare, Tokyo 108-0073, Japan
- Autonomic Nervous System Consulting, Shizuoka 420-0839, Japan
| | - Daisuke Kuratsune
- Fatigue Science Laboratory Inc., Osaka 532-0011, Japan
- Department of Medical Science on Fatigue, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Shuntaro Shinba
- Autonomic Nervous System Consulting, Shizuoka 420-0839, Japan
| | - Yujiro Shinba
- Autonomic Nervous System Consulting, Shizuoka 420-0839, Japan
| | - Guanghao Sun
- Graduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan
| | - Takemi Matsui
- School of System Design, Tokyo Metropolitan University, Tokyo 191-0065, Japan
| | - Hirohiko Kuratsune
- Department of Metabolism, Endocrinology, and Molecular Medicine, Osaka Metropolitan University Graduate School of Medicine, Osaka 545-0051, Japan
- FMCC Co., Ltd., Osaka 532-0011, Japan
- Division of Health Science, Osaka University Graduate School of Medicine, Osaka 565-0871, Japan
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Maksoud R, Magawa C, Eaton-Fitch N, Thapaliya K, Marshall-Gradisnik S. Biomarkers for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS): a systematic review. BMC Med 2023; 21:189. [PMID: 37226227 DOI: 10.1186/s12916-023-02893-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 05/09/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a multifaceted condition that affects most body systems. There is currently no known diagnostic biomarker; instead, diagnosis is dependent on application of symptom-based case criteria following exclusion of any other potential medical conditions. While there are some studies that report potential biomarkers for ME/CFS, their efficacy has not been validated. The aim of this systematic review is to collate and appraise literature pertaining to a potential biomarker(s) which may effectively differentiate ME/CFS patients from healthy controls. METHODS This systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses and Cochrane review guidelines. PubMed, Embase and Scopus were systematically searched for articles containing "biomarker" and "ME/CFS" keywords in the abstract or title and if they included the following criteria: (1) were observational studies published between December 1994 and April 2022; (2) involved adult human participants; (3) full text is available in English (4) original research; (5) diagnosis of ME/CFS patients made according to the Fukuda criteria (1994), Canadian Consensus Criteria (2003), International Consensus Criteria (2011) or Institute of Medicine Criteria (2015); (6) study investigated potential biomarkers of ME/CFS compared to healthy controls. Quality and Bias were assessed using the Joanna Briggs Institute Critical Appraisal Checklist for Case Control Studies. RESULTS A total of 101 publications were included in this systematic review. Potential biomarkers ranged from genetic/epigenetic (19.8%), immunological (29.7%), metabolomics/mitochondrial/microbiome (14.85%), endovascular/circulatory (17.82%), neurological (7.92%), ion channel (8.91%) and physical dysfunction biomarkers (8.91%). Most of the potential biomarkers reported were blood-based (79.2%). Use of lymphocytes as a model to investigate ME/CFS pathology was prominent among immune-based biomarkers. Most biomarkers had secondary (43.56%) or tertiary (54.47%) selectivity, which is the ability for the biomarker to identify a disease-causing agent, and a moderate (59.40%) to complex (39.60%) ease-of-detection, including the requirement of specialised equipment. CONCLUSIONS All potential ME/CFS biomarkers differed in efficiency, quality, and translatability as a diagnostic marker. Reproducibility of findings between the included publications were limited, however, several studies validated the involvement of immune dysfunction in the pathology of ME/CFS and the use of lymphocytes as a model to investigate the pathomechanism of illness. The heterogeneity shown across many of the included studies highlights the need for multidisciplinary research and uniform protocols in ME/CFS biomarker research.
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Affiliation(s)
- Rebekah Maksoud
- National Centre for Neuroimmunology and Emerging Diseases (NCNED), Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia.
- Consortium Health International for Myalgic Encephalomyelitis, Griffith University, Gold Coast, Australia.
- School of Pharmacy and Medical Science, Griffith University, Gold Coast, Australia.
| | - Chandi Magawa
- National Centre for Neuroimmunology and Emerging Diseases (NCNED), Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
- Consortium Health International for Myalgic Encephalomyelitis, Griffith University, Gold Coast, Australia
- School of Pharmacy and Medical Science, Griffith University, Gold Coast, Australia
| | - Natalie Eaton-Fitch
- National Centre for Neuroimmunology and Emerging Diseases (NCNED), Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
- Consortium Health International for Myalgic Encephalomyelitis, Griffith University, Gold Coast, Australia
| | - Kiran Thapaliya
- National Centre for Neuroimmunology and Emerging Diseases (NCNED), Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
- Consortium Health International for Myalgic Encephalomyelitis, Griffith University, Gold Coast, Australia
| | - Sonya Marshall-Gradisnik
- National Centre for Neuroimmunology and Emerging Diseases (NCNED), Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
- Consortium Health International for Myalgic Encephalomyelitis, Griffith University, Gold Coast, Australia
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Baker AME, Maffitt NJ, Del Vecchio A, McKeating KM, Baker MR, Baker SN, Soteropoulos DS. Neural dysregulation in post-COVID fatigue. Brain Commun 2023; 5:fcad122. [PMID: 37304792 PMCID: PMC10257363 DOI: 10.1093/braincomms/fcad122] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 02/17/2023] [Accepted: 04/11/2023] [Indexed: 06/13/2023] Open
Abstract
Following infection with SARS-CoV-2, a substantial minority of people develop lingering after-effects known as 'long COVID'. Fatigue is a common complaint with a substantial impact on daily life, but the neural mechanisms behind post-COVID fatigue remain unclear. We recruited 37 volunteers with self-reported fatigue after a mild COVID infection and carried out a battery of behavioural and neurophysiological tests assessing the central, peripheral and autonomic nervous systems. In comparison with age- and sex-matched volunteers without fatigue (n = 52), we show underactivity in specific cortical circuits, dysregulation of autonomic function and myopathic change in skeletal muscle. Cluster analysis revealed no subgroupings, suggesting post-COVID fatigue is a single entity with individual variation, rather than a small number of distinct syndromes. Based on our analysis, we were also able to exclude dysregulation in sensory feedback circuits and descending neuromodulatory control. These abnormalities on objective tests may aid in the development of novel approaches for disease monitoring.
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Affiliation(s)
| | | | - Alessandro Del Vecchio
- Department Artificial Intelligence in Biomedical Engineering, Friedrich–Alexander University Erlangen–Nürnberg, 91052 Erlangen, Germany
| | | | - Mark R Baker
- Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, NE2 4HH, UK
| | - Stuart N Baker
- Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, NE2 4HH, UK
| | - Demetris S Soteropoulos
- Correspondence to: Dr Demetris S. Soteropoulos Biosciences Institute, Faculty of Medical Sciences, Framlington Place, Newcastle University Newcastle Upon Tyne, NE2 4HH, UK E-mail:
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21
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Sherif ZA, Gomez CR, Connors TJ, Henrich TJ, Reeves WB. Pathogenic mechanisms of post-acute sequelae of SARS-CoV-2 infection (PASC). eLife 2023; 12:e86002. [PMID: 36947108 PMCID: PMC10032659 DOI: 10.7554/elife.86002] [Citation(s) in RCA: 56] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 03/10/2023] [Indexed: 03/23/2023] Open
Abstract
COVID-19, with persistent and new onset of symptoms such as fatigue, post-exertional malaise, and cognitive dysfunction that last for months and impact everyday functioning, is referred to as Long COVID under the general category of post-acute sequelae of SARS-CoV-2 infection (PASC). PASC is highly heterogenous and may be associated with multisystem tissue damage/dysfunction including acute encephalitis, cardiopulmonary syndromes, fibrosis, hepatobiliary damages, gastrointestinal dysregulation, myocardial infarction, neuromuscular syndromes, neuropsychiatric disorders, pulmonary damage, renal failure, stroke, and vascular endothelial dysregulation. A better understanding of the pathophysiologic mechanisms underlying PASC is essential to guide prevention and treatment. This review addresses potential mechanisms and hypotheses that connect SARS-CoV-2 infection to long-term health consequences. Comparisons between PASC and other virus-initiated chronic syndromes such as myalgic encephalomyelitis/chronic fatigue syndrome and postural orthostatic tachycardia syndrome will be addressed. Aligning symptoms with other chronic syndromes and identifying potentially regulated common underlining pathways may be necessary for understanding the true nature of PASC. The discussed contributors to PASC symptoms include sequelae from acute SARS-CoV-2 injury to one or more organs, persistent reservoirs of the replicating virus or its remnants in several tissues, re-activation of latent pathogens such as Epstein-Barr and herpes viruses in COVID-19 immune-dysregulated tissue environment, SARS-CoV-2 interactions with host microbiome/virome communities, clotting/coagulation dysregulation, dysfunctional brainstem/vagus nerve signaling, dysautonomia or autonomic dysfunction, ongoing activity of primed immune cells, and autoimmunity due to molecular mimicry between pathogen and host proteins. The individualized nature of PASC symptoms suggests that different therapeutic approaches may be required to best manage specific patients.
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Affiliation(s)
- Zaki A Sherif
- Department of Biochemistry & Molecular Biology, Howard University College of MedicineWashington, District of ColumbiaUnited States
| | - Christian R Gomez
- Division of Lung Diseases, National Institutes of Health (NIH), National Heart, Lung and Blood Institute (NHLBI)BethesdaUnited States
| | - Thomas J Connors
- Department of Pediatrics, Division of Critical Care, Columbia University Vagelos College of Physicians and Surgeons and New York - Presbyterian Morgan Stanley Children's HospitalNew YorkUnited States
| | - Timothy J Henrich
- Division of Experimental Medicine, University of CaliforniaSan FranciscoUnited States
| | - William Brian Reeves
- Department of Medicine, Joe R. and Teresa Lozano Long School of Medicine, University of TexasSan AntonioUnited States
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22
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Ho YWB, Bressington D, Tsang MY, Pang HH, Li Y, Wong WK. Can heart rate variability be a bio-index of hope? A pilot study. Front Psychiatry 2023; 14:1119925. [PMID: 37025354 PMCID: PMC10070701 DOI: 10.3389/fpsyt.2023.1119925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/02/2023] [Indexed: 04/08/2023] Open
Abstract
Background Hope can affect the thinking habits, emotional regulations, and behaviors of individuals. Hope is considered as a positive trait by clinicians, who often assess the level of hope in psychological evaluations. Previous measurements of hope were largely based on self-reported questionnaires leading to the problem of subjectivity. Heart Rate Variability (HRV) is a bio index that is an objective, quick, cost effective, and non-invasive measurement. HRV has been used in the evaluation of physical health and some psychiatric conditions. However, it has not been tested for its potential to be a bio-index of the level of hope. Method This pilot cross-sectional observational study aimed to examine the relationships between HRV and the level of hope among adult Chinese people in Hong Kong. Convenience sampling was used and 97 healthy participants were recruited. Their level of hope was measured by the Dispositional Hope Scale-Chinese (DHS-C), and their HRV was quantified by emWave Pro Plus, a reliable sensor of HRV. Spearman's correlation coefficient analysis was performed on the HRV measurements and DHS-C. Results The DHS-C's overall mean score was 45.49. The mean scores of the subscale DHS-C (Agency) was 22.46, and the mean scores of DHS-C (Pathway) was 23.03. It was also revealed that there were significant, weak, and negative correlations between the level of hope and four out of ten HRV metrics. One HRV metric was found to have a significant, weak, and positive correlation with the level of hope. Conclusion This study provided initial evidence to support the use of HRV as a bio-index of hope. Implications of the current study and recommendations for future research directions are discussed.
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Affiliation(s)
- Ying Wai Bryan Ho
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Daniel Bressington
- College of Nursing and Midwifery, Charles Darwin University, Casuarina, NT, Australia
| | - Mei Yi Tsang
- Department of Occupational Therapy, Castle Peak Hospital, Hong Kong, Hong Kong SAR, China
| | - Hok Hoi Pang
- Hong Kong Psychological Services Center Limited, Hong Kong, Hong Kong SAR, China
| | - Yan Li
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Wai Kit Wong
- School of Nursing, Tung Wah College, Hong Kong, Hong Kong SAR, China
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23
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Clague-Baker N, Davenport TE, Madi M, Dickinson K, Leslie K, Bull M, Hilliard N. An international survey of experiences and attitudes towards pacing using a heart rate monitor for people with myalgic encephalomyelitis/chronic fatigue syndrome. Work 2023; 74:1225-1234. [PMID: 36938766 DOI: 10.3233/wor-220512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
BACKGROUND Myalgic encephalomyelitis (ME) is a complex, multi-system neurological condition. The defining feature of ME is post-exertional malaise (PEM) with over 30 symptoms triggered by physical, cognitive, emotional and social activity. The cause of PEM is unclear but one area of research using cardio-pulmonary exercise tests show a reduced ventilatory anaerobic threshold (VAT) with repeated tests leading to PEM. Pacing with heart rate monitoring (HRM) provides feedback to maintain activity intensity below the VAT. There is only one piece of research investigating the use of HRM although a number of guidelines recommend it. OBJECTIVE To identify the experiences and attitudes of people with ME towards HRM. METHODS A 40 question online survey was devised and released on ME websites, Twitter and Facebook pages. People with ME read the information sheet and followed an online link to the survey. The survey was open for three weeks and all answers were anonymous. RESULTS 488 people with ME completed the survey. Most participants were female, 35-50 years and with a reported illness of greater than 5 years. Over 100 types of HR monitor used. Over 30 benefits and over 30 negatives identified. HRM reduced severity of ME and severity and duration of PEM. CONCLUSION Although there are limitations, HRM has many benefits including helping PwME to understand and manage their PEM and support them to increase their activities, including work. There is a need for more research and education of healthcare professionals in the safe use of HRM.
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Affiliation(s)
- Nicola Clague-Baker
- Physiotherapy Department, School of Health Sciences, Institute of Population Health, University of Liverpool, Liverpool, UK.,Physios for ME, UK
| | - Todd E Davenport
- Department of Physical Therapy, School of Health Sciences, University of the Pacific, Stockton, CA, USA
| | - Mohammad Madi
- Department of Physical and Occupational Therapy, Faculty of Applied Medical Sciences, The Hashemite University, Zarqa, Jordan
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24
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Levin MD, Cathey BM, Smith K, Osgood S, Raja N, Fu YP, Kozel BA. Heart Rate Variability Analysis May Identify Individuals With Williams-Beuren Syndrome at Risk of Sudden Death. JACC Clin Electrophysiol 2023; 9:359-370. [PMID: 36752464 PMCID: PMC10065881 DOI: 10.1016/j.jacep.2022.10.010] [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: 12/23/2021] [Revised: 09/28/2022] [Accepted: 10/03/2022] [Indexed: 12/02/2022]
Abstract
BACKGROUND Williams-Beuren syndrome (WBS) (Online Mendelian Inheritance in Man #194050) is a rare genetic multisystem disorder resulting from a chromosomal microdeletion at 7q11.23. The condition is characterized by distinct facies, intellectual disability, and supravalvar aortic stenosis. Those with WBS have an increased risk of sudden death, but mechanisms underlying this phenotype are incompletely understood. OBJECTIVES The aim of this study was to quantify and compare autonomic activity as reflected by heart rate variability (HRV) measures in a cohort of individuals with WBS (n = 18) and age- and sex-matched control subjects (n = 18). METHODS We performed HRV analysis on 24-hour electrocardiography recordings using nonlinear, time and frequency domain analyses on a cohort of subjects with WBS and age- and sex-matched control subjects enrolled in a prospective cross-sectional study designed to characterize WBS disease natural history. RESULTS WBS subjects demonstrated diminished HRV (reflected by the SD of the NN intervals [P = 0.0001], SD of the average NN interval for 5-minute intervals over 24 hours [P < 0.0001], average of the 5-minute SDs of NN intervals for 24 hours [P = 0.0002], root mean square of successive differences of NN intervals [P = 0.0004], short axis of the Poincaré plot (SD1) [P < 0.0001], and long axis of the Poincaré plot [P < 0.0001]) and indirect markers of parasympathetic activity (reflected by the percent of NN intervals different from previous by 50% or more of local average [P < 0.0007], root mean square of successive differences of NN intervals [P = 0.0004], natural log high-frequency power [P = 0.0038], and SD1 [P < 0.0001]). Additional parameters were also significantly different, including natural log very low-frequency power (decreased; P = 0.0002), natural log low-frequency power (decreased; P = 0.0024), and SD1 divided by the long axis of the Poincaré plot (decreased; P < 0.0001). CONCLUSIONS Individuals with WBS demonstrate significant HRV abnormalities consistent with diminished autonomic reserve. Future studies will be needed to determine the relationship between autonomic dysregulation observed and sudden death risk seen in these patients. (Impact of Elastin Mediated Vascular Stiffness on End Organs; NCT02840448).
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Affiliation(s)
- Mark D Levin
- Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA.
| | - Brianna M Cathey
- Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA; School of Engineering Medicine, Texas A&M University, College Station, Texas, USA
| | - Kevin Smith
- Nursing Department, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Sharon Osgood
- Office of the Clinical Director, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Neelam Raja
- Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Yi-Ping Fu
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Beth A Kozel
- Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA.
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25
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Corrado J, Halpin S, Preston N, Whiteside D, Tarrant R, Davison J, Simms AD, O'Connor RJ, Casson A, Sivan M. HEART rate variability biofeedback for long COVID symptoms (HEARTLOC): protocol for a feasibility study. BMJ Open 2022; 12:e066044. [PMID: 36410797 PMCID: PMC9680157 DOI: 10.1136/bmjopen-2022-066044] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 11/08/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Long COVID (LC), also known as post-COVID-19 syndrome, refers to symptoms persisting 12 weeks after COVID-19 infection. It affects up to one in seven people contracting the illness and causes a wide range of symptoms, including fatigue, breathlessness, palpitations, dizziness, pain and brain fog. Many of these symptoms can be linked to dysautonomia or dysregulation of the autonomic nervous system after SARS-CoV2 infection. This study aims to test the feasibility and estimate the efficacy, of the heart rate variability biofeedback (HRV-B) technique via a standardised slow diaphragmatic breathing programme in individuals with LC. METHODS AND ANALYSIS 30 adult LC patients with symptoms of palpitations or dizziness and an abnormal NASA Lean Test will be selected from a specialist Long COVID rehabilitation service. They will undergo a 4-week HRV-B intervention using a Polar chest strap device linked to the Elite HRV phone application while undertaking the breathing exercise technique for two 10 min periods everyday for at least 5 days a week. Quantitative data will be gathered during the study period using: HRV data from the chest strap and wrist-worn Fitbit, the modified COVID-19 Yorkshire Rehabilitation Scale, Composite Autonomic Symptom Score, WHO Disability Assessment Schedule and EQ-5D-5L health-related quality of life measures. Qualitative feedback on user experience and feasibility of using the technology in a home setting will also be gathered. Standard statistical tests for correlation and significant difference will be used to analyse the quantitate data. ETHICS AND DISSEMINATION The study has received ethical approval from Health Research Authority (HRA) Leicester South Research Ethics Committee (21/EM/0271). Dissemination plans include academic and lay publications. TRIAL REGISTRATION NUMBER NCT05228665.
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Affiliation(s)
- Joanna Corrado
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
- National Demonstration Centre in Rehabilitation, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Stephen Halpin
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
- The University of Manchester, Manchester, Manchester, UK
| | - Nick Preston
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
| | - Diana Whiteside
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
| | - Rachel Tarrant
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
| | - Jennifer Davison
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
| | - Alexander D Simms
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Rory J O'Connor
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
- National Demonstration Centre in Rehabilitation, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Alexander Casson
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
- The University of Manchester, Manchester, Manchester, UK
| | - Manoj Sivan
- Academic Department of Rehabilitation Medicine, University of Leeds, Leeds, UK
- National Demonstration Centre in Rehabilitation, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Long COVID Rehabilitation Service, Leeds Community Healthcare NHS Trust, Leeds, UK
- The University of Manchester, Manchester, Manchester, UK
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26
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Antikainen E, Njoum H, Kudelka J, Branco D, Rehman RZU, Macrae V, Davies K, Hildesheim H, Emmert K, Reilmann R, Janneke van der Woude C, Maetzler W, Ng WF, O’Donnell P, Van Gassen G, Baribaud F, Pandis I, Manyakov NV, van Gils M, Ahmaniemi T, Chatterjee M. Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study. Front Physiol 2022; 13:968185. [PMID: 36452041 PMCID: PMC9702812 DOI: 10.3389/fphys.2022.968185] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 10/31/2022] [Indexed: 08/07/2023] Open
Abstract
Problems with fatigue and sleep are highly prevalent in patients with chronic diseases and often rated among the most disabling symptoms, impairing their activities of daily living and the health-related quality of life (HRQoL). Currently, they are evaluated primarily via Patient Reported Outcomes (PROs), which can suffer from recall biases and have limited sensitivity to temporal variations. Objective measurements from wearable sensors allow to reliably quantify disease state, changes in the HRQoL, and evaluate therapeutic outcomes. This work investigates the feasibility of capturing continuous physiological signals from an electrocardiography-based wearable device for remote monitoring of fatigue and sleep and quantifies the relationship of objective digital measures to self-reported fatigue and sleep disturbances. 136 individuals were followed for a total of 1,297 recording days in a longitudinal multi-site study conducted in free-living settings and registered with the German Clinical Trial Registry (DRKS00021693). Participants comprised healthy individuals (N = 39) and patients with neurodegenerative disorders (NDD, N = 31) and immune mediated inflammatory diseases (IMID, N = 66). Objective physiological measures correlated with fatigue and sleep PROs, while demonstrating reasonable signal quality. Furthermore, analysis of heart rate recovery estimated during activities of daily living showed significant differences between healthy and patient groups. This work underscores the promise and sensitivity of novel digital measures from multimodal sensor time-series to differentiate chronic patients from healthy individuals and monitor their HRQoL. The presented work provides clinicians with realistic insights of continuous at home patient monitoring and its practical value in quantitative assessment of fatigue and sleep, an area of unmet need.
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Affiliation(s)
- Emmi Antikainen
- VTT Technical Research Centre of Finland Ltd., Tampere, Finland
| | | | - Jennifer Kudelka
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Diogo Branco
- LASIGE, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
| | - Rana Zia Ur Rehman
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Victoria Macrae
- NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Kristen Davies
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Hanna Hildesheim
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Kirsten Emmert
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Ralf Reilmann
- George-Huntington-Institute, University of Münster, Münster, Germany
- Department of Clinical Radiology, University of Münster, Münster, Germany
- Department of Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | | | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Wan-Fai Ng
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
- NIHR Newcastle Biomedical Research Centre and NIHR Newcastle Clinical Research Facility, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Patricio O’Donnell
- Department of Psychiatry, Harvard Medical School, McLean Hospital, Belmont, MA, United States
| | | | | | | | | | - Mark van Gils
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Teemu Ahmaniemi
- VTT Technical Research Centre of Finland Ltd., Tampere, Finland
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27
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Hu S, Lin H, Zhang Q, Wang S, Zeng Q, He S. Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology. SENSORS (BASEL, SWITZERLAND) 2022; 22:6940. [PMID: 36146289 PMCID: PMC9505708 DOI: 10.3390/s22186940] [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: 08/12/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
Mental fatigue is a key cause of chronic diseases and traffic accidents, which is difficult to be quantitatively evaluated. In order to non-intrusively detect fatigue state, an optical fiber sensing system is proposed, which is non-invasive and does not require direct contact with skin. The fiber sensor was fabricated through phase mask exposure method and packaged by sensitivity-enhanced structure, which can suppress transverse force and increase signal amplitude by 5%. A fatigue-inducing experiment was carried out, and the heartbeat signals of 20 subjects under different fatigue states were collected by the proposed sensing system. A series of heart rate variability indicators were calculated from the sensing signals, and their statistical significance for fatigue was analyzed. The experiment results showed that the values of SDNN and LF/HF increased significantly with subjects' fatigue level. This study shows that the proposed fiber optic sensing system has practical value in fatigue state monitoring.
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Affiliation(s)
- Siqi Hu
- Shanghai Aviation Electric Co., Ltd., Shanghai 201100, China
- College of optical science and engineering, Zhejiang University, Hangzhou 310000, China
| | - Huaguan Lin
- College of optical science and engineering, Zhejiang University, Hangzhou 310000, China
| | - Quanqing Zhang
- Shanghai Aviation Electric Co., Ltd., Shanghai 201100, China
| | - Sheng Wang
- Shanghai Aviation Electric Co., Ltd., Shanghai 201100, China
| | - Qingbing Zeng
- Shanghai Aviation Electric Co., Ltd., Shanghai 201100, China
| | - Sailing He
- College of optical science and engineering, Zhejiang University, Hangzhou 310000, China
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28
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Nonimprovement in Chronic Fatigue Syndrome: Relation to Activity Patterns, Uplifts and Hassles, and Autonomic Dysfunction. Psychosom Med 2022; 84:669-678. [PMID: 35420586 PMCID: PMC9271593 DOI: 10.1097/psy.0000000000001082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To test a model of nonimprovement in chronic fatigue syndrome (CFS) using self-report activity patterns (e.g., "push-crash"), uplifts and hassles, and a biological measure of cardiac autonomic function. Activity pattern impacts on symptoms and objective measures of autonomic and physical activity were also examined. METHODS This prospective study in CFS collected all data remotely, including 6 months of weekly web diaries that recorded symptom ratings, activity patterns, and hassles and uplifts. In addition, 6 months of weekly heart monitoring and 3 months of daily waking actigraphy data were collected. Improvement or nonimprovement status was assessed using semistructured interviews at the 6-month follow-up. RESULTS A total of 148 individuals (87.2% female) were enrolled, and 12.2% were lost to follow-up. Participants reporting nonimprovement ( n = 92), as compared with improvement ( n = 38), showed greater autonomic dysfunction (lower heart rate variability, group difference = 5.93 [SE = 2.73] milliseconds; p = .032) and lower mean intensity of behavioral uplifts (group difference = 0.14 [SE = 0.16]; p = .043), but no significant differences in any activity pattern, including push-crash, limiting activity, and healthy pacing. CONCLUSIONS This study provided evidence for linking patient-reported nonimprovement to a biological variable indexing autonomic dysfunction and a behavioral measure indicating a deficit in psychological uplifts. These findings suggest a possible marker of illness trajectory that could potentially advance the biomedical underpinnings of CFS.Trial Registration:ClinicalTrials.gov ID: NCT02948556.
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29
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Kleefeld F, Scherret E, Knebel F, Messroghli D, Heidecker B, Wetz C, Schatka I, Barzen G, Tschöpe C, Amthauer H, Hahn K. Same same, but different? The neurological presentation of wildtype transthyretin (ATTRwt) amyloidosis. Amyloid 2022; 29:92-101. [PMID: 34994254 DOI: 10.1080/13506129.2021.2014448] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND Both hereditary transthyretin (ATTRv) amyloidosis and wildtype transthyretin (ATTRwt) amyloidosis can be associated with neurological diseases such as carpal tunnel syndrome and polyneuropathy. While ATTRv amyloidosis has been extensively studied, to date little is known about neurological complications of ATTRwt amyloidosis. In particular, the prevalence, pattern and extent of polyneuropathy and autonomic dysfunction has not been adequately investigated in the context of ATTRwt amyloidosis. To tackle this issue, we aimed to characterise the neurological presentation of ATTRwt amyloidosis and to compare between the presentations of ATTRv and ATTRwt amyloidoses. PATIENTS AND METHODS Between November 2019 and September 2020, we included 50 patients with ATTRwt amyloidosis in this cohort study. All patients presented to the amyloidosis centre in Berlin, Germany and underwent neurological, cardiological and radiological work-up including neurological examination, laboratory testing, nerve conduction studies (NCS), echocardiography and scintigraphy. Patients were screened for symptoms of autonomic dysregulation and a subgroup of patients underwent tilt-table testing for orthostatic dysregulation. RESULTS The cohort included 46 men and 4 women; the mean age of the study participants was 80.6 (standard deviation [SD] ± 5.0) years. All patients showed signs of cardiomyopathy on echocardiography. Neurological examination revealed peripheral, symmetric and length-depended predominately sensory polyneuropathy in 74% (n = 37) of patients. Neuropathy impairment scores (NIS) ranged from 0 to 50 with an average score of 8.4 (SD ± 10.1) indicating mild to moderate impairment. 90% and 92% of patients were classified as FAP stage I and PND stage I, respectively. Unilateral or bilateral carpal tunnel syndrome (CTS) was present in 70% (n = 35) and spinal stenosis was seen in 11% (n = 5) of patients. We detected a low rate of autonomic symptoms with a median COMPASS-31 total score of 18.4 points (IQR 32.4 points). Additional tilt-table testing of a subgroup of 8 patients yielded negative results for orthostatic intolerance. CONCLUSION Distal-symmetric, predominantly sensory polyneuropathy is a common neurological complication in ATTRwt amyloidosis besides carpal tunnel syndrome and spinal stenosis, further substantiating the systemic character of the disease. Compared to ATTRv amyloidosis, the severity of polyneuropathy in ATTRwt amyloidosis is milder and without relevant motor involvement. Symptoms of autonomic dysfunction were not common in this cohort. Nevertheless, ATTRwt amyloidosis is a treatable disease and should be included in the differential diagnosis of sensory polyneuropathy in the elderly.
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Affiliation(s)
- Felix Kleefeld
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Neurologie mit Experimenteller Neurologie, Charité Universitätsmedizin Berlin, Germany
| | - Elise Scherret
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Neurologie mit Experimenteller Neurologie, Charité Universitätsmedizin Berlin, Germany
| | - Fabian Knebel
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Medizinische Klinik mit Schwerpunkt Kardiologie und Angiologie, Charité Universitätsmedizin Berlin, Campus Mitte, Germany.,Klinik für Innere Medizin mit Schwerpunkt Kardiologie, Sana Klinikum Lichtenberg, Berlin, Germany
| | - Daniel Messroghli
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Deutsches Herzzentrum Berlin (DHZB), Germany
| | - Bettina Heidecker
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Medizinische Klinik für Kardiologie, Charité Universitätsmedizin Berlin, Campus Benjamin Franklin, Germany
| | - Christoph Wetz
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Nuklearmedizin, Charité Universitätsmedizin Berlin, Germany
| | - Imke Schatka
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Nuklearmedizin, Charité Universitätsmedizin Berlin, Germany
| | - Gina Barzen
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Medizinische Klinik mit Schwerpunkt Kardiologie und Angiologie, Charité Universitätsmedizin Berlin, Campus Mitte, Germany
| | - Carsten Tschöpe
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Medizinische Klinik für Kardiologie, Charité Universitätsmedizin Berlin, Campus Virchow, Germany.,Berlin Institute of Health (BIH) at Charite; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Germany
| | - Holger Amthauer
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Nuklearmedizin, Charité Universitätsmedizin Berlin, Germany
| | - Katrin Hahn
- Amyloidosis Center Charité Berlin (ACCB), Charité Universitätsmedizin Berlin, Germany.,Klinik für Neurologie mit Experimenteller Neurologie, Charité Universitätsmedizin Berlin, Germany
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30
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Alfonso C, Capdevila L. Heart rate variability, mood and performance: a pilot study on the interrelation of these variables in amateur road cyclists. PeerJ 2022; 10:e13094. [PMID: 35378933 PMCID: PMC8976468 DOI: 10.7717/peerj.13094] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 02/20/2022] [Indexed: 01/12/2023] Open
Abstract
Objective The present study seeks to explore the relationship between measures of cycling training on a given day and the heart rate variability (HRV) and mood states obtained the following morning. The association between HRV and mood state is also studied, as is the relationship between internal and external measures of training. Methods During a 6-week period, five recreational road cyclists collected 123 recordings of morning HRV and morning mood, and 66 recordings of training power and rate of perceived exertion (RPE). Training power was used as an external measure of performance and RPE as an internal measure of performance. The HRV parameters used in the study were the mean of RR intervals (mean RR) and the standard deviation of all RR intervals (SDNN) as time domain analysis, and the normalized high frequency band (HFnu), normalized low frequency band (LFnu) and the ratio between low and high frequency bands, as frequency domain analysis. Mood was measured using a 10-point cognitive scale. Results It was found that the higher the training power on a given day, the lower the HFnu and the higher LF/HF were on the following morning. At the same time, results showed an inverse relationship between training and mood, so the tougher a training session, the lower the mood the following day. A relationship between morning HRV and mood was also found, so that the higher mean RR and HFnu, the more positive the mood (r = 0.497 and r = 0.420 respectively; p < 0.001). Finally, RPE correlated positively with external power load variables (IF: r = 0.545; p < 0.001). Conclusion Altogether, the results indicate a relationship between training of cyclists on a given day and their morning HRV and mood state on the following day. Mood and HRV also seem positively related. It is argued that developing a monitoring system that considers external and internal training loads, together with morning mood, could help understand the state of the individual, enabling feedback to athletes to facilitate the adaptation to training and to prevent problems associated with overtraining. However, more research is needed to further understand the association between the different variables considered.
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Affiliation(s)
- Carla Alfonso
- Laboratory of Sport Psychology, Department of Basic Psychology, Universitat Autónoma de Barcelona, Barcelona, Spain,Sport Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Lluis Capdevila
- Laboratory of Sport Psychology, Department of Basic Psychology, Universitat Autónoma de Barcelona, Barcelona, Spain,Sport Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
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31
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Sriton B, Ruangthai R, Phoemsapthawee J. Postexercise hypotension and heart rate variability response after water- and land-based high-intensity interval exercise in prehypertensive obese men. J Exerc Rehabil 2022; 18:57-67. [PMID: 35356142 PMCID: PMC8934611 DOI: 10.12965/jer.2142644.322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 12/12/2021] [Indexed: 11/22/2022] Open
Abstract
A randomized crossover trial was carried out in prehypertensive obese men to compare postexercise hypotension and heart rate variability (HRV) following water-based and land-based high-intensity interval exercises (HIIEs). Nine prehypertensive obese participants, aged 23.6± 2.4 years, were randomly assigned to one of three interventions: no-exercise control, HIIE with immersion up to the chest, or HIIE on dry land. In the evenings of three separate days, participants performed either of the interventions. Matched with exercise volume, both HIIEs composed of 5 repetitions of 30-sec sprints at maximum effort followed by a 4-min rest. Ambulatory blood pressure and HRV were measured before the interventions and over the 24-hr following period. Both HIIEs resulted in significant reductions of average 24-hr mean arterial pressure (−6.7 mmHg). Notably, the water-based HIIE resulted in a significantly higher reduction of 24-hr systolic blood pressure (SBP) (−9 mmHg) than the land-based HIIE, particularly at night, in addition to a significantly longer duration of postexercise hypotension. Finally, the water-based HIIE was more effective at restoring HRV during recovery. Our findings demonstrated postexercise hypotension following the HIIEs, particularly the water-based HIIE. During recovery, the water-based HIIE was remarkably effective at restoring HRV. These findings indicate that water-based HIIE is more effective at reducing SBP and requires less recovery time than land-based HIIE in prehypertensive obese men.
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Affiliation(s)
| | | | - Jatuporn Phoemsapthawee
- Corresponding author: Jatuporn Phoemsapthawee, Department of Sports Science and Health, Faculty of Sports Science, Kasetsart University, Nakhon Pathom 73140, Thailand,
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Investigation on the Prediction of Cardiovascular Events Based on Multi-Scale Time Irreversibility Analysis. Symmetry (Basel) 2021. [DOI: 10.3390/sym13122424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Investigation of the risk factors associated with cardiovascular disease (CVD) plays an important part in the prevention and treatment of CVD. This study investigated whether alteration in the multi-scale time irreversibility of sleeping heart rate variability (HRV) was a risk factor for cardiovascular events. The D-value, based on analysis of multi-scale increments in HRV series, was used as the measurement of time irreversibility. Eighty-four subjects from an open-access database (i.e., the Sleep Heart Health Study) were included in this study. None of them had any CVD history at baseline; 42 subjects had cardiovascular events within 1 year after baseline polysomnography and were classed as the CVD group, and the other 42 subjects in the non-CVD group were age matched with those in the CVD group and had no cardiovascular events during the 15-year follow-up period. We compared D-values of sleeping HRV between the CVD and non-CVD groups and found that the D-values of the CVD group were significantly lower than those of the non-CVD group on all 10 scales, even after adjusting for gender and body mass index. Moreover, we investigated the performance of a machine learning model to classify CVD and non-CVD subjects. The model, which was fed with a feature space based on the D-values on 10 scales and trained by a random forest algorithm, achieved an accuracy of 80.8% and a positive prediction rate of 86.7%. These results suggest that the decreased time irreversibility of sleeping HRV is an independent predictor of cardiovascular events that could be used to assist the intelligent prediction of cardiovascular events.
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Post-Acute Sequelae of COVID-19 and Cardiovascular Autonomic Dysfunction: What Do We Know? J Cardiovasc Dev Dis 2021; 8:jcdd8110156. [PMID: 34821709 PMCID: PMC8621226 DOI: 10.3390/jcdd8110156] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 11/10/2021] [Indexed: 02/07/2023] Open
Abstract
Post-acute sequelae of SARS-CoV-2 (PASC), or long COVID syndrome, is emerging as a major health issue in patients with previous SARS-CoV-2 infection. Symptoms commonly experienced by patients include fatigue, palpitations, chest pain, dyspnea, reduced exercise tolerance, and “brain fog”. Additionally, symptoms of orthostatic intolerance and syncope suggest the involvement of the autonomic nervous system. Signs of cardiovascular autonomic dysfunction appear to be common in PASC and are similar to those observed in postural orthostatic tachycardia syndrome and inappropriate sinus tachycardia. In this review, we report on the epidemiology of PASC, discuss current evidence and possible mechanisms underpinning the dysregulation of the autonomic nervous system, and suggest nonpharmacological and pharmacological interventions to treat and relieve symptoms of PASC-associated dysautonomia.
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Chronic Fatigue Syndrome and Cardiovascular Disease: JACC State-of-the-Art Review. J Am Coll Cardiol 2021; 78:1056-1067. [PMID: 34474739 DOI: 10.1016/j.jacc.2021.06.045] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 06/21/2021] [Indexed: 11/22/2022]
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a medically unexplained illness characterized by severe fatigue limiting normal daily activities for at least 6 months accompanied by problems with unrefreshing sleep, exacerbation of symptoms following physical or mental efforts (postexertional malaise [PEM]), and either cognitive reports or physiological evidence of orthostatic intolerance in the form of either orthostatic tachycardia and/or hypocapnia. Although rarely considered to have cardiac dysfunction, ME/CFS patients frequently have reduced stroke volume with a significant inverse relation between cardiac output and PEM severity. Magnetic resonance imaging of ME/CFS patients compared with normal control subjects found significantly reduced stroke, end-systolic, and end-diastolic volumes together with reduced end-diastolic wall mass. Another cardiovascular abnormality is reduced nocturnal blood pressure assessed by 24-hour monitoring. Autonomic dysfunction is also frequently observed with postural orthostatic tachycardia and/or hypocapnia. Two consecutive cardiopulmonary stress tests may provide metabolic data substantiating PEM.
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35
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Martínez OM, Fossion R, Piceno YG, Lopez-Gomez RE, López-Espinosa E, Jiménez-Estrada I, Quiroz-González S. Heart Rate Variability and Psychometric Analysis in Patients with Hyperactive Heart Fire Syndrome. J Acupunct Meridian Stud 2021; 14:137-148. [DOI: 10.51507/j.jams.2021.14.4.137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 06/04/2021] [Accepted: 06/14/2021] [Indexed: 01/01/2023] Open
Affiliation(s)
- Oliverio Medina Martínez
- Department of Acupuncture and Rehabilitation, State University of Ecatepec Valley, Ecatepec State of México, Mexico
| | - Ruben Fossion
- Institute for Nuclear Science, National Autonomous University of México, Mexico City, Mexico
- Complexity Science Center (C3), National Autonomous University of México, Mexico City, Mexico
| | - Yolanda García Piceno
- Department of Acupuncture and Rehabilitation, State University of Ecatepec Valley, Ecatepec State of México, Mexico
- Transdiciplinary Health Academic Group (CAST-UNEVE-CA03), Ecatepec State of Mexico, Mexico
| | - Rosa E. Lopez-Gomez
- Department of Acupuncture and Rehabilitation, State University of Ecatepec Valley, Ecatepec State of México, Mexico
- Transdiciplinary Health Academic Group (CAST-UNEVE-CA03), Ecatepec State of Mexico, Mexico
| | - Emma López-Espinosa
- Department of Acupuncture and Rehabilitation, State University of Ecatepec Valley, Ecatepec State of México, Mexico
- Transdiciplinary Health Academic Group (CAST-UNEVE-CA03), Ecatepec State of Mexico, Mexico
| | - Ismael Jiménez-Estrada
- Department of Physiology, Biophysics and Neuroscience, Center for Research and Advanced Studies, National Polytechnic Institute, Mexico City, Mexico
| | - Salvador Quiroz-González
- Department of Acupuncture and Rehabilitation, State University of Ecatepec Valley, Ecatepec State of México, Mexico
- Transdiciplinary Health Academic Group (CAST-UNEVE-CA03), Ecatepec State of Mexico, Mexico
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Fernandez-Guerra P, Gonzalez-Ebsen AC, Boonen SE, Courraud J, Gregersen N, Mehlsen J, Palmfeldt J, Olsen RKJ, Brinth LS. Bioenergetic and Proteomic Profiling of Immune Cells in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients: An Exploratory Study. Biomolecules 2021; 11:961. [PMID: 34209852 PMCID: PMC8301912 DOI: 10.3390/biom11070961] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/17/2021] [Accepted: 06/18/2021] [Indexed: 01/22/2023] Open
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a heterogeneous, debilitating, and complex disease. Along with disabling fatigue, ME/CFS presents an array of other core symptoms, including autonomic nervous system (ANS) dysfunction, sustained inflammation, altered energy metabolism, and mitochondrial dysfunction. Here, we evaluated patients' symptomatology and the mitochondrial metabolic parameters in peripheral blood mononuclear cells (PBMCs) and plasma from a clinically well-characterised cohort of six ME/CFS patients compared to age- and gender-matched controls. We performed a comprehensive cellular assessment using bioenergetics (extracellular flux analysis) and protein profiles (quantitative mass spectrometry-based proteomics) together with self-reported symptom measures of fatigue, ANS dysfunction, and overall physical and mental well-being. This ME/CFS cohort presented with severe fatigue, which correlated with the severity of ANS dysfunction and overall physical well-being. PBMCs from ME/CFS patients showed significantly lower mitochondrial coupling efficiency. They exhibited proteome alterations, including altered mitochondrial metabolism, centred on pyruvate dehydrogenase and coenzyme A metabolism, leading to a decreased capacity to provide adequate intracellular ATP levels. Overall, these results indicate that PBMCs from ME/CFS patients have a decreased ability to fulfill their cellular energy demands.
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Affiliation(s)
- Paula Fernandez-Guerra
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, 8200 Aarhus, Denmark; (A.C.G.-E.); (N.G.); (J.P.)
- KMEB, Department of Endocrinology, Odense University Hospital and Department of Clinical Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Ana C. Gonzalez-Ebsen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, 8200 Aarhus, Denmark; (A.C.G.-E.); (N.G.); (J.P.)
| | - Susanne E. Boonen
- Department of Clinical Genetics, Odense University Hospital, 5000 Odense, Denmark;
| | - Julie Courraud
- Section for Clinical Mass Spectrometry, Danish Center for Neonatal Screening, Department of Congenital Disorders, Statens Serum Institute, 2300 Copenhagen, Denmark;
| | - Niels Gregersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, 8200 Aarhus, Denmark; (A.C.G.-E.); (N.G.); (J.P.)
| | - Jesper Mehlsen
- Section for Surgical Pathophysiology, Juliane Marie Center, Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Johan Palmfeldt
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, 8200 Aarhus, Denmark; (A.C.G.-E.); (N.G.); (J.P.)
| | - Rikke K. J. Olsen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, 8200 Aarhus, Denmark; (A.C.G.-E.); (N.G.); (J.P.)
| | - Louise Schouborg Brinth
- Department of Clinical Physiology and Nuclear Medicine, Nordsjaellands Hospital, 2400 Hilleroed, Denmark;
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Analysis of Gender Differences in HRV of Patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Using Mobile-Health Technology. SENSORS 2021; 21:s21113746. [PMID: 34071326 PMCID: PMC8197911 DOI: 10.3390/s21113746] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/20/2021] [Accepted: 05/22/2021] [Indexed: 01/09/2023]
Abstract
In a previous study using mobile-health technology (mHealth), we reported a robust association between chronic fatigue symptoms and heart rate variability (HRV) in female patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). This study explores HRV analysis as an objective, non-invasive and easy-to-apply marker of ME/CFS using mHealth technology, and evaluates differential gender effects on HRV and ME/CFS core symptoms. In our methodology, participants included 77 ME/CFS patients (32 men and 45 women) and 44 age-matched healthy controls (19 men and 25 women), all self-reporting subjective scores for fatigue, sleep quality, anxiety, and depression, and neurovegetative symptoms of autonomic dysfunction. The inter-beat cardiac intervals are continuously monitored/recorded over three 5-min periods, and HRV is analyzed using a custom-made application (iOS) on a mobile device connected via Bluetooth to a wearable cardiac chest band. Male ME/CFS patients show increased scores compared with control men in all symptoms and scores of fatigue, and autonomic dysfunction, as with women in the first study. No differences in any HRV parameter appear between male ME/CFS patients and controls, in contrast to our findings in women. However, we have found negative correlations of ME/CFS symptomatology with cardiac variability (SDNN, RMSSD, pNN50, LF) in men. We have also found a significant relationship between fatigue symptomatology and HRV parameters in ME/CFS patients, but not in healthy control men. Gender effects appear in HF, LF/HF, and HFnu HRV parameters. A MANOVA analysis shows differential gender effects depending on the experimental condition in autonomic dysfunction symptoms and HF and HFnu HRV parameters. A decreased HRV pattern in ME/CFS women compared to ME/CFS men may reflect a sex-related cardiac autonomic dysfunction in ME/CFS illness that could be used as a predictive marker of disease progression. In conclusion, we show that HRV analysis using mHealth technology is an objective, non-invasive tool that can be useful for clinical prediction of fatigue severity, especially in women with ME/CFS.
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Nacul L, Authier FJ, Scheibenbogen C, Lorusso L, Helland IB, Martin JA, Sirbu CA, Mengshoel AM, Polo O, Behrends U, Nielsen H, Grabowski P, Sekulic S, Sepulveda N, Estévez-López F, Zalewski P, Pheby DFH, Castro-Marrero J, Sakkas GK, Capelli E, Brundsdlund I, Cullinan J, Krumina A, Bergquist J, Murovska M, Vermuelen RCW, Lacerda EM. European Network on Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (EUROMENE): Expert Consensus on the Diagnosis, Service Provision, and Care of People with ME/CFS in Europe. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:510. [PMID: 34069603 PMCID: PMC8161074 DOI: 10.3390/medicina57050510] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 05/13/2021] [Accepted: 05/13/2021] [Indexed: 02/07/2023]
Abstract
Designed by a group of ME/CFS researchers and health professionals, the European Network on Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (EUROMENE) has received funding from the European Cooperation in Science and Technology (COST)-COST action 15111-from 2016 to 2020. The main goal of the Cost Action was to assess the existing knowledge and experience on health care delivery for people with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) in European countries, and to enhance coordinated research and health care provision in this field. We report our findings and make recommendations for clinical diagnosis, health services and care for people with ME/CFS in Europe, as prepared by the group of clinicians and researchers from 22 countries and 55 European health professionals and researchers, who have been informed by people with ME/CFS.
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Affiliation(s)
- Luis Nacul
- London School of Hygiene and Tropical Medicine, Faculty of Infectious and Tropical Diseases, London WC1E 7HT, UK
- BC Women’s Hospital, Vancouver, BC V6H 3N1, Canada
| | | | - Carmen Scheibenbogen
- Institute of Medical Immunology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany;
| | - Lorenzo Lorusso
- Neurology and Stroke Unit—Neuroscience Department—A.S.S.T.—Lecco, 23900 Merate, Italy;
| | - Ingrid Bergliot Helland
- National Advisory Unit on CFS/ME, Oslo University Hospital, Rikshospitalet OUS, 0372 Oslo, Norway;
| | - Jose Alegre Martin
- Chronic Fatigue Unit, Hospital Universitari Vall d’Hebron University Hospital (VHIR), Universitat Autònoma de Barcelona, E-08035 Barcelona, Spain;
| | - Carmen Adella Sirbu
- Central Military Emergency University Hospital, Titu Maiorescu University, 040441 Bucharest, Romania;
| | - Anne Marit Mengshoel
- Institute of Health and Society, Medical Faculty, University of Oslo, Box 1089 Blindern, 0317 Oslo, Norway;
| | - Olli Polo
- Bragée ME/CFS Center, 115 26 Stockholm, Sweden;
| | - Uta Behrends
- Department of Pediatrics, School of Medicine, Technical University of Munich, 80333 Munich, Germany;
| | - Henrik Nielsen
- Privat Hospitalet Danmark, 2920 Charlottenlund, Denmark;
| | - Patricia Grabowski
- Department of Hematology, Oncology and Tumor Immunology, Institute for Medical Immunology, Charite Medical School, 10117 Berlin, Germany;
| | - Slobodan Sekulic
- Medical Faculty Novi Sad, University of Novi Sad, 21000 Novi Sad, Serbia;
| | - Nuno Sepulveda
- Centre of Statistics and Its Applications, University of Lisbon, 1749-016 Lisbon, Portugal;
| | | | - Pawel Zalewski
- Department of Hygiene, Epidemiology, Ergonomics and Postgraduate Education, Nicolaus Copernicus University in Torun, Collegium Medicum, 85-067 Bydgoszcz, Poland;
| | - Derek F. H. Pheby
- Society and Health, Buckinghamshire New University (retired), High Wycombe HP11 2JZ, UK;
| | - Jesus Castro-Marrero
- Division of Rheumatology, ME/CFS Research Unit (Lab 009–Box 02), Vall d’Hebron Hospital Research Institute (VHIR), Val d’Hebron Hospital Research Unit (VIHR), Passeig de la Val d’Hebron 119-129, E-08035 Barcelona, Spain;
| | - Giorgos K. Sakkas
- Department of PE and Sports Science, University of Thessaly, 421 00 Trikala, Greece;
| | - Enrica Capelli
- Department of Earth and Environmental Sciences, University of Pavia, 27100 Pavia, Italy;
| | - Ivan Brundsdlund
- Department of Regional Health Research, University Hospital of Southern Denmark, 5000 Odense, Denmark;
| | - John Cullinan
- School of Business & Economics, National University of Ireland Galway, University Road, H91 TK33 Galway, Ireland;
| | - Angelika Krumina
- Department of Infectiology and Dermatology, Riga Stradins University, LV-1067 Riga, Latvia;
| | - Jonas Bergquist
- Department of Chemistry—Biomedical Center, Analytical Chemistry and Neuro Chemistry, Uppsala University, 751 23 Uppsala, Sweden;
- The Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) Collaborative Research Centre, Uppsala University, 751 23 Uppsala, Sweden
| | - Modra Murovska
- Institute of Microbiology and Virology, Riga Stradins University, LV-1067 Riga, Latvia;
| | | | - Eliana M. Lacerda
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK;
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Townsend L, Moloney D, Finucane C, McCarthy K, Bergin C, Bannan C, Kenny RA. Fatigue following COVID-19 infection is not associated with autonomic dysfunction. PLoS One 2021; 16:e0247280. [PMID: 33630906 PMCID: PMC7906457 DOI: 10.1371/journal.pone.0247280] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 02/03/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The long-term clinical and physiological consequences of COVID-19 infection remain unclear. While fatigue has emerged as a common symptom following infection, little is known about its links with autonomic dysfunction. SARS-CoV-2 is known to infect endothelial cells in acute infection, resulting in autonomic dysfunction. Here we set out to test the hypothesis that this results in persistent autonomic dysfunction and is associated with post-COVID fatigue in convalescent patients. METHODS We recruited 20 fatigued and 20 non-fatigued post-COVID patients (median age 44.5 years, 36/40 (90%) female, median time to follow up 166.5 days). Fatigue was assessed using the Chalder Fatigue Scale. These underwent the Ewing's autonomic function test battery, including deep breathing, active standing, Valsalva manoeuvre and cold-pressor testing, with continuous electrocardiogram and blood pressure monitoring, as well as near-infrared spectroscopy-based cerebral oxygenation. 24-hour ambulatory blood pressure monitoring was also conducted, and patients completed the generalised anxiety disorder-7 questionnaire. We assessed between-group differences in autonomic function test results and used unadjusted and adjusted linear regression to investigate the relationship between fatigue, anxiety, and autonomic test results. RESULTS We found no pathological differences between fatigued and non-fatigued patients on autonomic testing or on 24-hour blood pressure monitoring. Symptoms of orthostatic intolerance were reported by 70% of the fatigued cohort at the time of active standing, with no associated physiological abnormality detected. Fatigue was strongly associated with increased anxiety (p <0.001), with no patients having a pre-existing diagnosis of anxiety. CONCLUSIONS These results demonstrate the significant burden of fatigue, symptoms of autonomic dysfunction and anxiety in the aftermath of COVID-19 infection, but reassuringly do not demonstrate pathological findings on autonomic testing.
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Affiliation(s)
- Liam Townsend
- Department of Infectious Diseases, St James’s Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - David Moloney
- The Irish Longitudinal Study on Ageing (TILDA), Trinity College Dublin, Dublin, Ireland
- Falls and Syncope Unit, Mercer’s Institute for Successful Ageing, St James’s Hospital, Dublin, Ireland
| | - Ciaran Finucane
- Falls and Syncope Unit, Mercer’s Institute for Successful Ageing, St James’s Hospital, Dublin, Ireland
- Department of Medical Physics and Bioengineering, Mercer’s Institute for Successful Ageing, St James’s Hospital, Dublin, Ireland
| | - Kevin McCarthy
- The Irish Longitudinal Study on Ageing (TILDA), Trinity College Dublin, Dublin, Ireland
- Falls and Syncope Unit, Mercer’s Institute for Successful Ageing, St James’s Hospital, Dublin, Ireland
| | - Colm Bergin
- Department of Infectious Diseases, St James’s Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Ciaran Bannan
- Department of Infectious Diseases, St James’s Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Rose-Anne Kenny
- The Irish Longitudinal Study on Ageing (TILDA), Trinity College Dublin, Dublin, Ireland
- Falls and Syncope Unit, Mercer’s Institute for Successful Ageing, St James’s Hospital, Dublin, Ireland
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Manca R, Khan K, Mitolo M, De Marco M, Grieveson L, Varley R, Wilkinson ID, Venneri A. Modulatory effects of cognitive exertion on regional functional connectivity of the salience network in women with ME/CFS: A pilot study. J Neurol Sci 2021; 422:117326. [PMID: 33556867 DOI: 10.1016/j.jns.2021.117326] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 01/18/2021] [Accepted: 01/18/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND A common symptom of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is post-exertional malaise (PEM). Various brain abnormalities have been observed in patients with ME/CFS, especially in insular and limbic areas, but their link with ME/CFS symptoms is still unclear. This pilot study aimed at investigating the association between PEM in ME/CFS and changes in functional connectivity (FC) of two main networks: the salience network (SN) and the default-mode network (DMN). METHODS A total of 16 women, 6 with and 10 without ME/CFS, underwent clinical and MRI assessment before and after cognitive exertion. Resting-state FC maps of 7 seeds (3 for the SN and 4 for the DMN) and clinical measures of fatigue, pain and cognition were analysed with repeated-measure models. FC-symptom change associations were also investigated. RESULTS Exertion induced increases in fatigue and pain in patients with ME/CFS compared to the control group, while no changes were found in cognitive performance. At baseline, patients showed altered FC between some DMN seeds and frontal areas and stronger FC between all SN seeds and left temporal areas and the medulla. Significantly higher FC increases in patients than in controls were found only between the right insular seed and frontal and subcortical areas; these increases correlated with worsening of symptoms. CONCLUSIONS Cognitive exertion can induce worsening of ME/CFS-related symptoms. These changes were here associated with strengthening of FC of the right insula with areas involved in reward processing and cognitive control.
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Affiliation(s)
- Riccardo Manca
- Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Katija Khan
- Department of Clinical Medical Sciences, Psychiatry Unit, University of the West Indies, St. Augustine Campus, Trinidad and Tobago
| | - Micaela Mitolo
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Diagnostica Funzionale Neuroradiologica, Bologna, Italy
| | - Matteo De Marco
- Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Lynsey Grieveson
- Faculty of Medicine, Dentistry & Health, University of Sheffield, UK
| | - Rosemary Varley
- Department of Language and Cognition, University College London, London, UK
| | - Iain D Wilkinson
- Academic Unit of Radiology, University of Sheffield, Sheffield, UK
| | - Annalena Venneri
- Department of Neuroscience, University of Sheffield, Sheffield, UK.
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Luo H, Lee PA, Clay I, Jaggi M, De Luca V. Assessment of Fatigue Using Wearable Sensors: A Pilot Study. Digit Biomark 2020; 4:59-72. [PMID: 33442581 DOI: 10.1159/000512166] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 10/06/2020] [Indexed: 12/30/2022] Open
Abstract
Background Fatigue is a broad, multifactorial concept encompassing feelings of reduced physical and mental energy levels. Fatigue strongly impacts patient health-related quality of life across a huge range of conditions, yet, to date, tools available to understand fatigue are severely limited. Methods After using a recurrent neural network-based algorithm to impute missing time series data form a multisensor wearable device, we compared supervised and unsupervised machine learning approaches to gain insights on the relationship between self-reported non-pathological fatigue and multimodal sensor data. Results A total of 27 healthy subjects and 405 recording days were analyzed. Recorded data included continuous multimodal wearable sensor time series on physical activity, vital signs, and other physiological parameters, and daily questionnaires on fatigue. The best results were obtained when using the causal convolutional neural network model for unsupervised representation learning of multivariate sensor data, and random forest as a classifier trained on subject-reported physical fatigue labels (weighted precision of 0.70 ± 0.03 and recall of 0.73 ± 0.03). When using manually engineered features on sensor data to train our random forest (weighted precision of 0.70 ± 0.05 and recall of 0.72 ± 0.01), both physical activity (energy expenditure, activity counts, and steps) and vital signs (heart rate, heart rate variability, and respiratory rate) were important parameters to measure. Furthermore, vital signs contributed the most as top features for predicting mental fatigue compared to physical ones. These results support the idea that fatigue is a highly multimodal concept. Analysis of clusters from sensor data highlighted a digital phenotype indicating the presence of fatigue (95% of observations) characterized by a high intensity of physical activity. Mental fatigue followed similar trends but was less predictable. Potential future directions could focus on anomaly detection assuming longer individual monitoring periods. Conclusion Taken together, these results are the first demonstration that multimodal digital data can be used to inform, quantify, and augment subjectively captured non-pathological fatigue measures.
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Affiliation(s)
- Hongyu Luo
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | - Ieuan Clay
- Evidation Health Inc., San Mateo, California, USA
| | - Martin Jaggi
- Machine Learning and Optimization Laboratory, EPFL, Lausanne, Switzerland
| | - Valeria De Luca
- Novartis Institutes for Biomedical Research, Basel, Switzerland
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The Interplay between Oxidative Stress, Exercise, and Pain in Health and Disease: Potential Role of Autonomic Regulation and Epigenetic Mechanisms. Antioxidants (Basel) 2020; 9:antiox9111166. [PMID: 33238564 PMCID: PMC7700330 DOI: 10.3390/antiox9111166] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 11/20/2020] [Accepted: 11/21/2020] [Indexed: 02/07/2023] Open
Abstract
Oxidative stress can be induced by various stimuli and altered in certain conditions, including exercise and pain. Although many studies have investigated oxidative stress in relation to either exercise or pain, the literature presents conflicting results. Therefore, this review critically discusses existing literature about this topic, aiming to provide a clear overview of known interactions between oxidative stress, exercise, and pain in healthy people as well as in people with chronic pain, and to highlight possible confounding factors to keep in mind when reflecting on these interactions. In addition, autonomic regulation and epigenetic mechanisms are proposed as potential mechanisms of action underlying the interplay between oxidative stress, exercise, and pain. This review highlights that the relation between oxidative stress, exercise, and pain is poorly understood and not straightforward, as it is dependent on the characteristics of exercise, but also on which population is investigated. To be able to compare studies on this topic, strict guidelines should be developed to limit the effect of several confounding factors. This way, the true interplay between oxidative stress, exercise, and pain, and the underlying mechanisms of action can be revealed and validated via independent studies.
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Entropy-Based Measures of Hypnopompic Heart Rate Variability Contribute to the Automatic Prediction of Cardiovascular Events. ENTROPY 2020; 22:e22020241. [PMID: 33286015 PMCID: PMC7516674 DOI: 10.3390/e22020241] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 02/17/2020] [Accepted: 02/19/2020] [Indexed: 12/22/2022]
Abstract
Surges in sympathetic activity should be a major contributor to the frequent occurrence of cardiovascular events towards the end of nocturnal sleep. We aimed to investigate whether the analysis of hypnopompic heart rate variability (HRV) could assist in the prediction of cardiovascular disease (CVD). 2217 baseline CVD-free subjects were identified and divided into CVD group and non-CVD group, according to the presence of CVD during a follow-up visit. HRV measures derived from time domain analysis, frequency domain analysis and nonlinear analysis were employed to characterize cardiac functioning. Machine learning models for both long-term and short-term CVD prediction were then constructed, based on hypnopompic HRV metrics and other typical CVD risk factors. CVD was associated with significant alterations in hypnopompic HRV. An accuracy of 81.4% was achieved in short-term prediction of CVD, demonstrating a 10.7% increase compared with long-term prediction. There was a decline of more than 6% in the predictive performance of short-term CVD outcomes without HRV metrics. The complexity of hypnopompic HRV, measured by entropy-based indices, contributed considerably to the prediction and achieved greater importance in the proposed models than conventional HRV measures. Our findings suggest that Hypnopompic HRV assists the prediction of CVD outcomes, especially the occurrence of CVD event within two years.
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