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Buckley BJR, van Hout L, Fitzhugh C, Lip GYH, Taylor RS, Thijssen DHJ. Exercise-based cardiac rehabilitation for patients with atrial fibrillation: a narrative review. EUROPEAN HEART JOURNAL OPEN 2025; 5:oeaf025. [PMID: 40161304 PMCID: PMC11953005 DOI: 10.1093/ehjopen/oeaf025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 02/05/2025] [Accepted: 02/28/2025] [Indexed: 04/02/2025]
Abstract
The role of physical activity (i.e. any bodily movement that requires energy expenditure) and exercise (i.e. planned, structured, and repetitive physical activity to improve/maintain fitness) in the primary and secondary prevention of atrial fibrillation (AF) is increasingly recognized. Physical activity has been associated with lower risks to develop AF and associated complications (e.g. stroke, heart failure, and myocardial infarction). Exercise-based cardiac rehabilitation (ExCR) is increasingly examined in the treatment of AF and sometimes combined with rhythm control strategies (e.g. catheter ablation). Nonetheless, several important clinical, practical, and mechanistic questions remain not fully understood. This state-of-the-art review first provides a contemporary update on the evidence base for the clinical effects of ExCR in AF. Despite the ongoing need for high-quality studies, existing randomized controlled trials and cohort studies suggest ExCR reduces AF burden, lowers risks for major adverse cardiovascular events, and improves health-related quality of life. Second, to facilitate implementation of ExCR, we have observed comparable effects of distinct exercise protocols (e.g. type of training and centre-/home-based) and discussed similarity of effectiveness across patient characteristics (e.g. age, sex, and AF subtype). Critically, we have discussed potential barriers that may prohibit the uptake of ExCR for patients with AF, categorized at clinician- (e.g. referral and training), patient- (e.g. motivation, transportation, and psychosocial factors), and system-levels (e.g. insurance and resources). Third, we have summarized the potential mechanisms underlying these effects of ExCR, classified by their potential role in reducing AF burden (e.g. atrial/ventricular function, autonomic balance, and inflammation) and lowering risks for adverse events (e.g. modifiable risk factors, vascular function, and thrombogenesis). Based on the increasing evidence for clinical benefits, e.g. improved health-related quality of life and better clinical outcomes, we advocate stronger focus on regular physical activity and referral to multidisciplinary ExCR for sustainable lifestyle changes within the ESC AF-CARE pathway for the prevention and treatment of AF.
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Affiliation(s)
- Benjamin J R Buckley
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Liverpool John Moores University, Research Institute for Sport and Exercise Sciences, Byrom Street, Liverpool L3 3AF, UK
| | - Liz van Hout
- Department of Medical BioSciences, Cardiovascular Physiology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, The Netherlands
| | - Charlotte Fitzhugh
- Liverpool John Moores University, Research Institute for Sport and Exercise Sciences, Byrom Street, Liverpool L3 3AF, UK
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Selma Lagerløfs Vej 249, 9260 Gistrup, Aalborg, Denmark
| | - Rod S Taylor
- MRC/CSO Social and Public Health Sciences Unit & Robertson Centre for Biostatistics, School of Health and Well Being, University of Glasgow, Glasgow, UK
| | - Dick H J Thijssen
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Medical BioSciences, Cardiovascular Physiology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, The Netherlands
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2
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Rodríguez García PL, Pérez Soto JJ, García Cantó E, Tarraga Marcos PJ, Tárraga López PJ. Habit of physical-sports practice and the healthy lifestyle among Spanish adults from 22 to 72 years of age. CLINICA E INVESTIGACION EN ARTERIOSCLEROSIS : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE ARTERIOSCLEROSIS 2025:500756. [PMID: 39875288 DOI: 10.1016/j.arteri.2024.500756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 12/12/2024] [Accepted: 12/16/2024] [Indexed: 01/30/2025]
Abstract
BACKGROUND Physical-sports habits in adulthood constitute one of the predictors of physical, psychological and social health within healthy lifestyles. METHODS The Acquired Healthy Lifestyle Assessment Scale was applied to a sample of 788 subjects between the ages of 22 and 72 and the dimension that makes up physical-sports practice habits was analyzed. RESULTS 74.4% of adults have habits of physical-sports practice that are not healthy or unhealthy, 18.8% tend towards health and only 6.9% are healthy. Pearson's 2 tests show a significant association between men and healthy habits, without observing changes associated with the age variable. The t-Student and one-factor ANOVA tests confirm the relationship between the level of health and physical-sports practice habits depending on sex and age. CONCLUSIONS It is necessary to promote preventive programs to increase participation in the practice of physical and sports exercise in the adult population that has unhealthy or unhealthy levels of lifestyle.
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Affiliation(s)
- Pedro Luis Rodríguez García
- Faculty of Education, Public University of Murcia, Murcia, Spain; AFYDOS Research Group, Public University of Murcia, Murcia, Spain
| | - Juan José Pérez Soto
- Faculty of Education, Public University of Murcia, Murcia, Spain; AFYDOS Research Group, Public University of Murcia, Murcia, Spain
| | | | - Pedro Javier Tarraga Marcos
- Hospital Clinico de San Juan (Alicante), Faculty of Medicine of Albacete, Castilla-La Mancha University, Spain
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3
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Wang Y, Weng S, Xia C, Xu T, Song X, Wang F. Effect of physical exercise on metabolism in patients with atrial fibrillation. Front Cardiovasc Med 2024; 11:1502620. [PMID: 39749313 PMCID: PMC11693651 DOI: 10.3389/fcvm.2024.1502620] [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: 09/27/2024] [Accepted: 12/06/2024] [Indexed: 01/04/2025] Open
Abstract
Atrial fibrillation (AF), the most prevalent cardiac arrhythmia, is closely linked to metabolic dysfunctions, including obesity, diabetes, and dyslipidemia. These lead to pathological changes in myocardial metabolism and mitochondrial energy metabolism, thereby aggravating AF's incidence and severity. This review introduces the role of metabolic dysfunctions in exacerbating AF, assesses the therapeutic potential of physical exercise and investigates it as a non-pharmacological intervention to alleviate these metabolic disturbances. Evidence suggests that regular physical activity not only enhances metabolic profiles but also reduces the frequency of AF episodes and improves overall cardiovascular health. At the same time, the review emphasizes the need for individualized exercise regimens, individualized to the metabolic and cardiac conditions of each patient to optimize benefits and minimize risks. Additionally, it calls for more basic studies and large-scale clinical trials to establish and refine evidence-based exercise guidelines specific to AF management.
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Affiliation(s)
- Yutong Wang
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Sixian Weng
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Cardiology, Beijing Anzhen Hospital, Affiliated to Capital Medical University, Beijing, China
| | - Chenxi Xia
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Cardiology Department, Beijing Hospital, Peking University Fifth School of Clinical Medicine, Beijing, China
| | - Tao Xu
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Beijing, China
| | - Xinyang Song
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Cardiology Department, Beijing Hospital, Peking University Fifth School of Clinical Medicine, Beijing, China
| | - Fang Wang
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Cardiology Department, Beijing Hospital, Peking University Fifth School of Clinical Medicine, Beijing, China
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4
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Costache AD, Maștaleru A, Leon MM, Roca M, Gavril RS, Cosău DE, Rotundu A, Amagdalinei AI, Mitu O, Costache Enache II, Mitu F. High-Intensity Interval Training vs. Medium-Intensity Continuous Training in Cardiac Rehabilitation Programs: A Narrative Review. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1875. [PMID: 39597060 PMCID: PMC11596889 DOI: 10.3390/medicina60111875] [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: 10/14/2024] [Revised: 11/05/2024] [Accepted: 11/13/2024] [Indexed: 11/29/2024]
Abstract
Exercise-based cardiac rehabilitation (ExCR) programs are essential for patients diagnosed with cardiac diseases. Studies have shown that they aid in the rehabilitation process and may even facilitate a return to previous cardiorespiratory fitness. Also, patients who enroll and follow such programs have shown a lower rate of complications and mortality in the long run. The results vary depending on the type of program followed and the degree of debilitation the disease has caused. Therefore, in order to obtain optimal results, it is ideal to tailor each ExCR program to the individual profile of each patient. At the moment, the two most studied and employed training types are medium-intensity continuous training (MICT) and high-intensity interval training (HIIT). For most of the time, MICT was the first-choice program for patients with cardiovascular disease. In recent years, however, more and more studies have pointed towards the benefits of HIIT and how it better aids patients in recovering their cardiovascular fitness. Generally, MICT is more suited for patients with a severe degradation in functional capacity and who require a higher degree of safety (e.g., elderly, with a high number of comorbidities). On the other hand, while HIIT is more demanding, it appears to offer better outcomes. Therefore, this review aimed to summarize information from different publications on both types of training regimens in ExCR and assess their utility in current clinical practice.
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Affiliation(s)
- Alexandru Dan Costache
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Alexandra Maștaleru
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Maria Magdalena Leon
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Mihai Roca
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Radu Sebastian Gavril
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Diana Elena Cosău
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
| | - Andreea Rotundu
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
| | - Alice Ioana Amagdalinei
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
| | - Ovidiu Mitu
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
- “St. Spiridon” Emergency County Hospital, 700111 Iasi, Romania
| | - Irina Iuliana Costache Enache
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
- “St. Spiridon” Emergency County Hospital, 700111 Iasi, Romania
| | - Florin Mitu
- Clinical Rehabilitation Hospital, 700661 Iasi, Romania; (A.D.C.); (M.M.L.); (M.R.); (R.S.G.); (D.E.C.); (A.R.); (A.I.A.); (F.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (O.M.); (I.I.C.E.)
- Romanian Academy of Medical Sciences, 927180 Bucharest, Romania
- Romanian Academy of Scientists, 050044 Bucharest, Romania
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Beatty AL, Beckie TM, Dodson J, Goldstein CM, Hughes JW, Kraus WE, Martin SS, Olson TP, Pack QR, Stolp H, Thomas RJ, Wu WC, Franklin BA. A New Era in Cardiac Rehabilitation Delivery: Research Gaps, Questions, Strategies, and Priorities. Circulation 2023; 147:254-266. [PMID: 36649394 PMCID: PMC9988237 DOI: 10.1161/circulationaha.122.061046] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Cardiac rehabilitation (CR) is a guideline-recommended, multidisciplinary program of exercise training, risk factor management, and psychosocial counseling for people with cardiovascular disease (CVD) that is beneficial but underused and with substantial disparities in referral, access, and participation. The emergence of new virtual and remote delivery models has the potential to improve access to and participation in CR and ultimately improve outcomes for people with CVD. Although data suggest that new delivery models for CR have safety and efficacy similar to traditional in-person CR, questions remain regarding which participants are most likely to benefit from these models, how and where such programs should be delivered, and their effect on outcomes in diverse populations. In this review, we describe important gaps in evidence, identify relevant research questions, and propose strategies for addressing them. We highlight 4 research priorities: (1) including diverse populations in all CR research; (2) leveraging implementation methodologies to enhance equitable delivery of CR; (3) clarifying which populations are most likely to benefit from virtual and remote CR; and (4) comparing traditional in-person CR with virtual and remote CR in diverse populations using multicenter studies of important clinical, psychosocial, and cost-effectiveness outcomes that are relevant to patients, caregivers, providers, health systems, and payors. By framing these important questions, we hope to advance toward a goal of delivering high-quality CR to as many people as possible to improve outcomes in those with CVD.
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Affiliation(s)
- Alexis L Beatty
- Department of Epidemiology and Biostatistics (A.L.B.), University of California, San Francisco.,Department of Medicine, Division of Cardiology (A.L.B.), University of California, San Francisco
| | - Theresa M Beckie
- College of Nursing (T.M.B.), University of South Florida, Tampa.,College of Medicine, Division of Cardiovascular Sciences (T.M.B.), University of South Florida, Tampa
| | - John Dodson
- Leon H. Charney Division of Cardiology, Department of Medicine (J.D.), New York University School of Medicine, New York.,Department of Population Health (J.D.), New York University School of Medicine, New York
| | - Carly M Goldstein
- The Weight Control and Diabetes Research Center, the Miriam Hospital, Providence, RI (C.M.G.).,Department of Psychiatry and Human Behavior, The Warren Alpert Medical School (C.M.G.), Brown University, Providence, RI
| | - Joel W Hughes
- Department of Psychological Sciences, Kent State University, OH (J.W.H.)
| | - William E Kraus
- Department of Medicine, Division of Cardiology, Duke University, Durham, NC (W.E.K.)
| | - Seth S Martin
- Department of Medicine, Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (S.S.M.)
| | - Thomas P Olson
- Department of Cardiovascular Medicine, Division of Preventive Cardiology, Mayo Clinic, Rochester, MN (T.P.O., R.J.T.)
| | - Quinn R Pack
- Department of Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield (Q.R.P.)
| | - Haley Stolp
- ASRT, Inc, Atlanta, GA (H.S.).,Centers for Disease Control and Prevention, Atlanta, GA (H.S.)
| | - Randal J Thomas
- Department of Cardiovascular Medicine, Division of Preventive Cardiology, Mayo Clinic, Rochester, MN (T.P.O., R.J.T.)
| | - Wen-Chih Wu
- Lifespan Cardiovascular Institute (W.-C.W.), Brown University, Providence, RI.,Division of Cardiology, Providence VA Medical Center, RI (W.-C.W.)
| | - Barry A Franklin
- William Beaumont Hospital, Royal Oak, MI (B.A.F.).,Oakland University William Beaumont School of Medicine, Rochester, MI (B.A.F.)
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6
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Franklin B, H. Eijsvogels T. A narrative review on exercise and cardiovascular disease: Physical activity thresholds for optimizing health outcomes. HEART AND MIND 2023. [DOI: 10.4103/hm.hm_1_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
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7
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Franklin BA, Eijsvogels TM, Pandey A, Quindry J, Toth PP. Physical activity, cardiorespiratory fitness, and cardiovascular health: A clinical practice statement of the American Society for Preventive Cardiology Part II: Physical activity, cardiorespiratory fitness, minimum and goal intensities for exercise training, prescriptive methods, and special patient populations. Am J Prev Cardiol 2022; 12:100425. [PMID: 36281325 PMCID: PMC9586849 DOI: 10.1016/j.ajpc.2022.100425] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 09/05/2022] [Accepted: 10/06/2022] [Indexed: 11/11/2022] Open
Abstract
The prescription of exercise for individuals with and without cardiovascular disease (CVD) should be scientifically-based yet adapted to the patient. This scientific statement reviews the clinical and physiologic basis for the prescription of exercise, with specific reference to the volume of physical activity (PA) and level of cardiorespiratory fitness (CRF) that confer significant and optimal cardioprotective benefits. Recommendations are provided regarding the appropriate intensity, frequency, and duration of training; the concept of MET-minutes per week; critical components of the exercise session (warm-up, conditioning phase, cool-down); methodologies for establishing the training intensity, including oxygen uptake reserve (V̇O2R), target heart rate derivation and rating perceived exertion; minimum and goal intensities for exercise training; and, types of training activities, including resistance training, adjunctive lifestyle PA, marathon/triathlon training, and high-intensity interval training. In addition, we discuss the rationale for and value of exercise training programs for patients with peripheral artery disease, diabetes mellitus, and heart failure.
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Affiliation(s)
- Barry A. Franklin
- Preventive Cardiology and Cardiac Rehabilitation, Beaumont Health, Royal Oak, MI, USA
- Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - Thijs M.H. Eijsvogels
- Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ambarish Pandey
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - John Quindry
- Integrative Physiology and Athletic Training, University of Montana, Missoula, MT, USA
- International Heart Institute – St. Patrick's Hospital, Providence Medical Center, Missoula, MT, USA
| | - Peter P. Toth
- CGH Medical Center, Sterling, IL, USA
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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8
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Sheraz S, Ayub H, Ferraro FV, Razzaq A, Malik AN. Clinically Meaningful Change in 6 Minute Walking Test and the Incremental Shuttle Walking Test following Coronary Artery Bypass Graft Surgery. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14270. [PMID: 36361150 PMCID: PMC9655553 DOI: 10.3390/ijerph192114270] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/25/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
The 6-min walk test (6MWT) and incremental shuttle walk test (ISWT) are widely used measures of exercise tolerance, which depict favorable performance characteristics in a variety of cardiac and pulmonary conditions. Both tests are valid and reliable method of assessing functional ability in cardiac rehabilitation population. Several studies have calculated the minimal clinically important difference (MCID) of these exercise tests in different populations. The current study aims to estimate MCID of 6MWT and ISWT in patients after Coronary artery bypass graft (CABG) surgery. In this descriptive observational study, nonprobability purposive sampling technique was used to assess 89 post CABG patients. The participants performed the 6MWT and ISWT along with vital monitoring on third, fifth and seventh post operative days. The data was with calculation of 6MWT and ISWT MCID through distribution and anchor-based methods. Results showed significant improvement (p < 0.001) in 6MWT as well as in ISWT after seven days of in-patient cardiac rehabilitation. The minimal detectable difference of 6MWT determined by the distribution-based method was 36.11 whereas MCID calculated by Anchor based method was 195 m. The minimal detectable difference of ISWT determined by the distribution-based method was 9.94 whereas MCID calculated by Anchor based method was 42.5 m. In conclusion our results will assist the future researchers and clinicians to interpret clinical trials as well as to observe the clinical course of post operative cardiac patients.
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Affiliation(s)
- Suman Sheraz
- Faculty of Rehabilitation and Allied Health Sciences, Riphah International University, Islamabad 46000, Pakistan
| | - Humera Ayub
- Faculty of Rehabilitation and Allied Health Sciences, Riphah International University, Islamabad 46000, Pakistan
| | - Francesco V. Ferraro
- School of Human Sciences, College of Science and Engineering, University of Derby, Derby DE22 3AW, UK
| | - Aisha Razzaq
- Faculty of Rehabilitation and Allied Health Sciences, Riphah International University, Islamabad 46000, Pakistan
| | - Arshad Nawaz Malik
- Faculty of Rehabilitation and Allied Health Sciences, Riphah International University, Islamabad 46000, Pakistan
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Novel Physical Fitness Fuzzy Evaluation Model for Individual Health Promotion. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095060. [PMID: 35564454 PMCID: PMC9101194 DOI: 10.3390/ijerph19095060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 04/16/2022] [Accepted: 04/19/2022] [Indexed: 12/10/2022]
Abstract
Physical fitness level plays a significant role in health promotion. Cardiorespiratory endurance, muscular endurance, muscle power, and flexibility are the four key indicators of physical fitness level, listed as one of the important fields of preventive medicine. Some studies targeted at students, based on statistical inference, have put forward a set of physical fitness evaluation methods to see whether they have reached the level of healthy physical fitness. Testing and monitoring of individual physical fitness takes up little time and requires a small sample dataset; this paper hence proposed an evaluation and analysis model that suits individual physical fitness by means of a fuzzy evaluation method suitable for evaluating small sample datasets. This paper developed the evaluation model based on the upper confidence limit of the physical fitness evaluation index so that it could reduce the risk of misjudgment caused by sampling error. At the same time, a simple and easy-to-use fuzzy evaluation form was developed as an evaluation interface, which can present the whole picture of all evaluation indicators as well as have good and convenient management performance. Accordingly, it can help every individual simultaneously monitor multiple physical fitness indicators to ensure that each physical fitness index can meet the requirement of healthy physical fitness.
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