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Leng R, Guo A, Qian G, Mao S. Influence of sedentary behavior on sleep quality in postmenopausal women in high-altitude regions of China: a cross-sectional study. Front Neurol 2025; 15:1476010. [PMID: 39835147 PMCID: PMC11743715 DOI: 10.3389/fneur.2024.1476010] [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: 08/08/2024] [Accepted: 11/29/2024] [Indexed: 01/22/2025] Open
Abstract
Objective This study investigates the association between sedentary behavior and sleep quality among postmenopausal women residing in China's plateau regions. Particular attention is given to moderating effects of age, body mass index (BMI), and sleep environment. This study aims to identify modifiable risk factors influencing sleep quality in this high-altitude population. Methods This cross-sectional study focused on postmenopausal women (aged ≥50 years, ≥12 months post-menopause) across four primary plateau regions in China: Qinghai-Tibet, Yunnan-Guizhou, Inner Mongolia, and the Loess Plateau. Sedentary behavior was evaluated with the Older Adults Sedentary Behavior Questionnaire, and sleep quality was assessed with the Pittsburgh Sleep Quality Index. Data analysis encompassed descriptive statistics, correlation analysis, multiple linear regression, and subgroup analyses. Results Among the 151 participants (mean age 58.5 years), sedentary behavior was positively correlated with poorer sleep quality (r = 0.36, p < 0.001). Improvements in the sleep environment were similarly associated with better sleep quality (r = 0.29, p < 0.001). Multiple linear regression identified sedentary behavior and sleep environment as significant predictors of sleep quality, while other variables showed no significant associations. Subgroup analysis revealed age-specific effects: sedentary behavior had a strong influence on sleep quality in women under 60 years (r = 0.36, p < 0.01) but demonstrated a weaker, non-significant association in those aged 60 years or older (p = 0.062). Conclusion Prolonged sedentary behavior is an independent risk factor for reduced sleep quality among postmenopausal women residing in high-altitude regions, while improvements in the sleep environment are positively associated with better sleep quality. The influence of sedentary behavior on sleep quality varies by age groups. These findings highlight the importance of tailored interventions and health policies to improving sleep quality in postmenopausal women living at high altitudes.
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Affiliation(s)
| | - Ailin Guo
- Graduate School of Education, University of Exeter, Exeter, United Kingdom
| | - Guoping Qian
- Faculty of Physical Culture, Gdansk University of Physical Education and Sport, Gdańsk, Poland
| | - Sujie Mao
- Graduate Development Office, Harbin Sport University, Harbin, China
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Yin M, Xu K, Deng J, Deng S, Chen Z, Zhang B, Zhong Y, Li H, Zhang X, Toledo MJL, Diaz KM, Li Y. Optimal Frequency of Interrupting Prolonged Sitting for Cardiometabolic Health: A Systematic Review and Meta-Analysis of Randomized Crossover Trials. Scand J Med Sci Sports 2024; 34:e14769. [PMID: 39630056 DOI: 10.1111/sms.14769] [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: 07/13/2024] [Revised: 08/28/2024] [Accepted: 11/11/2024] [Indexed: 12/13/2024]
Abstract
Increasing evidence highlights the efficacy of interruptions in prolonged sitting (i.e., activity/sedentary breaks) for improving cardiometabolic health, but precise conclusions and recommendations regarding the optimal interruption frequency remain poorly defined. This systematic review and meta-analysis aimed to directly compare the effect of different frequencies of interrupting prolonged sitting on cardiometabolic health and to determine potential moderators. Randomized crossover trials with at least two frequency interruptions compared to a prolonged sitting condition were identified via systematic review. We compared the acute effects of high-frequency (≤ 30 min per bout, HF) versus low-frequency (> 30 min per bout, LF) interruption protocols on various cardiometabolic health outcomes via three-level meta-analysis with pooled effects evaluated within a random-effects model and exploration of potential sources of heterogeneity through subgroup analyses. The quality of evidence was assessed using Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) approach. Thirteen studies with 211 participants (24-66 years, 41% female) were included. When comparing HF to LF condition, the HF had a significantly greater reduction in glucose (9 studies [n = 740]; Hedge's g = -0.30, 95% CI [-0.57, -0.03], p = 0.03; I2-level 3 = 42%, PI [-1.01, 0.41]). However, there was no difference in insulin (4 studies [n = 304]; Hedge's g = -0.22, 95% CI [-0.73, 0.29], p = 0.35; I2-level 3 = 52%, PI [-1.18, 0.74]), triglyceride (3 studies [n = 484]; Hedge's g = 0.11, 95% CI [-0.10, 0.30], p = 0.29; I2-level 3 = 0%, PI [-0.10, 0.30]), blood pressure (5 studies [n = 352]; Hedge's g = -0.06, 95% CI [-0.41, 0.28], p = 0.69; I2-level 3 = 35%, PI [-0.81, 0.62]), and superficial femoral flow-mediated dilation (3 studies [n = 98]; Hedge's g = -0.42, 95% CI [-2.43, 1.60], p = 0.47; I2-level 3 = 78%, PI [-4.09, 3.25]) between the two conditions. The quality of evidence was low GRADE for all outcomes. The present study suggests that a higher sedentary interruption frequency might be more efficacious than a lower frequency/higher duration protocol for reducing glucose levels. Based on these findings, interrupting sedentary time at least, every 30 min may be an ideal strategy to improve glucose control.
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Affiliation(s)
- Mingyue Yin
- School of Athletic Performance, Shanghai University of Sport, Shanghai, China
| | - Kai Xu
- School of Athletic Performance, Shanghai University of Sport, Shanghai, China
| | - Jianfeng Deng
- School of Human Science (Exercise and Sport Science), University of Western Australia, Perth, Western Australia, Australia
| | - Shengji Deng
- School of Human Science (Exercise and Sport Science), University of Western Australia, Perth, Western Australia, Australia
| | - Zhili Chen
- School of Athletic Performance, Shanghai University of Sport, Shanghai, China
| | - Boyi Zhang
- Department of Molecular and Cellular Sports Medicine, Institute of Cardiovascular Research and Sports Medicine, German Sport University, Cologne, Germany
| | - Yuming Zhong
- School of Athletic Performance, Shanghai University of Sport, Shanghai, China
| | - Hansen Li
- Department of Physical Education, Southwest University, Chongqing, China
| | - Xing Zhang
- Department of Physical Education and Sport, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Meynard John L Toledo
- Center for Self-Report Sciences, University of Southern California, Los Angeles, California, USA
| | - Keith M Diaz
- Center for Behavioral Cardiovascular Health, Department of Medicine, Columbia University Medical Center, New York, New York, USA
| | - Yongming Li
- School of Athletic Performance, Shanghai University of Sport, Shanghai, China
- China Institute of Sport Science, Beijing, China
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Seppälä M, Lukander H, Wadén J, Eriksson MI, Harjutsalo V, Groop PH, Thorn LM. Excessive occupational sitting increases risk of cardiovascular events among working individuals with type 1 diabetes in the prospective Finnish Diabetic Nephropathy Study. Cardiovasc Diabetol 2024; 23:387. [PMID: 39472875 PMCID: PMC11520453 DOI: 10.1186/s12933-024-02486-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Sedentary behavior, such as excessive sitting, increases risk of cardiovascular disease and premature mortality in the general population, but this has not been assessed in type 1 diabetes. Occupational sitting is increasingly ubiquitous and often constitutes the largest portion of daily sitting time. Our aim was to identify clinical factors associated with excessive occupational sitting in type 1 diabetes and, in a prospective setting, to explore its association with cardiovascular events and all-cause mortality, independent of leisure-time physical activity. METHODS An observational follow-up study of 1,704 individuals (mean age 38.9 ± 10.1 years) from the Finnish Diabetic Nephropathy Study. Excessive occupational sitting, defined as ≥ 6 h of daily workplace sitting, was assessed using a validated self-report questionnaire. Data on cardiovascular events and mortality were retrieved from national registries. Multivariable logistic regression identified independently associated factors, while Kaplan-Meier curves and Cox proportional hazard models were used for prospective analyses. RESULTS Factors independently and positively associated with excessive occupational sitting included a high occupational category [OR 6.53, 95% CI (4.09‒10.40)] and older age [1.02 (1.00‒1.03)], whereas negatively associated factors included current smoking [0.68 (0.50‒0.92)], moderate albuminuria [0.55 (0.38‒0.80)], and high leisure-time physical activity [0.52 (0.36‒0.74)]. During a median follow-up of 12.5 (6.5-16.4) years, 163 individuals (9.6%) suffered cardiovascular events, and during a median follow-up of 13.7 (9.4-16.6) years, 108 (6.3%) deaths occurred. Excessive occupational sitting increased cardiovascular event risk (hazard ratio [HR] 1.55 [95% CI 1.10‒2.18]) after adjustment for confounders and other covariates. Furthermore, in a stratified multivariable analysis among current smokers, excessive occupational sitting increased the risk of all-cause mortality (2.06 [1.02‒4.20]). CONCLUSIONS Excessive occupational sitting is associated with a higher risk of cardiovascular events and all-cause mortality in individuals with type 1 diabetes. This association persists regardless of leisure-time physical activity, after adjusting for independently associated variables identified in our cross-sectional analyses. These findings underscore the need to update physical activity guidelines to better address sedentary behavior and improve outcomes for individuals with type 1 diabetes. Targeting occupational sitting should be considered a key focus for interventions aimed at reducing overall sedentary time.
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Affiliation(s)
- Matias Seppälä
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Heidi Lukander
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
| | - Johan Wadén
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Marika I Eriksson
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Valma Harjutsalo
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Per-Henrik Groop
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Lena M Thorn
- Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland.
- Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland.
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
- Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, PoB 20, 00014, Helsinki, Finland.
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Shruthi PP, Chandrasekaran B, Vaishali K, Shivashankar KN, Sukumar S, Ravichandran S, Kadavigere R. Effect of physical activity breaks during prolonged sitting on vascular outcomes: A scoping review. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2024; 13:294. [PMID: 39416984 PMCID: PMC11482367 DOI: 10.4103/jehp.jehp_1773_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 04/16/2024] [Indexed: 10/19/2024]
Abstract
Emerging evidence claims the vascular benefits of varied frequency and duration of physical activity (PA) breaks, whereas the efficacy of varied intensity remains unexplored. We aimed to collate and summate the studies investigating the PA breaks at various intensities on vascular protection. Seven electronic databases were searched for potential studies till Jan 31, 2022. The eligible studies should have administered PA breaks of differing intensities in prolonged sitting postures and explored regional vascular changes [flow mediated dilation (FMD), shear stress, diameter, and blood flow] using ultrasound and novel outcome markers. Two independent reviewers assessed the studies for eligibility after abstract and full-text screen, and appropriate data were extracted to summarise vascular protective effects with PA breaks. Our findings reveal adverse regional vascular outcomes with prolonged sitting (FMD ≈ -1.5%, diameter ≈ -0.06 mm), whereas PA breaks of any intensity were found to improve endothelial functions (FMD ≈ +0.5%, diameter ≈ +0.1 mm, shear ≈ +13 s-1) and mitigate the adverse effects associated with prolonged sitting. Compared with high-intensity activity, low-intensity PA breaks alleviate arterial stiffness and endothelial dysfunction risks.
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Affiliation(s)
- P Poovitha Shruthi
- Division of Yoga, Center for Integrative Medicine and Research, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Baskaran Chandrasekaran
- Department of Exercise and Sports Sciences, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
- Center for Sports Science, Medicine and Research, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - K Vaishali
- Department of Physiotherapy, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | | | - Suresh Sukumar
- Department of Medical Imaging Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Sneha Ravichandran
- Department of Medical Imaging Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Rajagopal Kadavigere
- Department of Radiodiagnosis and Imaging, Kasturba Medical College and Hospitals, Manipal Academy of Higher Education, Manipal, Karnataka, India
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Smith S, Salmani B, LeSarge J, Dillon-Rossiter K, Morava A, Prapavessis H. Interventions to reduce sedentary behaviour in adults with type 2 diabetes: A systematic review and meta-analysis. PLoS One 2024; 19:e0306439. [PMID: 39078846 PMCID: PMC11288443 DOI: 10.1371/journal.pone.0306439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 06/18/2024] [Indexed: 08/02/2024] Open
Abstract
Treatment and management of Type 2 Diabetes (T2D) includes physical activity, nutrition, and pharmacological management. Recently, the importance of reducing and breaking up sedentary behaviour has become recognized. This review aimed to summarize and synthesize the effectiveness of interventions in reducing and/or breaking up sedentary behaviour and cardiometabolic biomarkers in adults with T2D. A study protocol was preregistered on PROSPERO (CRD42022357281) and a database search (PubMed, EMBASE, Scopus, Web of Science, PsycINFO, SPORTDiscus, CINAHL, and Cochrane Library) was conducted on 16/09/2022 and updated on 03/01/2024. This review followed PRISMA guidelines and study quality was assessed with the Cochrane risk of Bias Tools. Twenty-eight articles were included in the review. The meta-analysis of short-term (Range: 3 hours- 4 days) sedentary behaviour interventions found significant improvement in continuous interstitial glucose measured for 24 hours after the sedentary behaviour intervention compared to control (SMD:-0.819,95%CI:-1.255,-0.383,p<0.001). Similarly, there was a significant improvement in postprandial interstitial glucose after the sedentary behaviour intervention compared to control (SMD:-0.347,95%CI:-0.584,-0.110,p = 0.004). Ten out of eleven longer-term (Range: 5 weeks- 3 years) sedentary behaviour interventions improved at least one measure of sedentary behaviour compared to control. Eight out of eight longer-term sedentary behaviour interventions improved at least one cardiometabolic biomarker compared to control. Reducing sedentary behaviour, independent of physical activity, can improve glycemic control in adults with T2D. Further, sedentary behaviour may be a feasible/ sustainable behaviour change.
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Affiliation(s)
- Siobhan Smith
- Department of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Babac Salmani
- Department of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Jordan LeSarge
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Kirsten Dillon-Rossiter
- Department of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Anisa Morava
- Department of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Harry Prapavessis
- Department of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
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6
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Backes A, Collings PJ, Portugal B, Quintero LC, Vahid F, Le Coroller G, Malisoux L, Alkerwi A, Noppe S, Delagardelle C, Beissel J, Chioti A, Stranges S, Schmit JC, Lair ML, D’Incau M, Pastore J, Aguayo GA, Appenzeller B, Couffignal S, Gantenbein M, Devaux Y, Vaillant M, Huiart L, Bejko D, Perquin M, Ruiz M, Ernens I, Fagherazzi G. Associations of movement behaviours and dietary intake with arterial stiffness: results from the ORISCAV-LUX 2 cross-sectional study. BMJ Open 2024; 14:e084933. [PMID: 39067878 PMCID: PMC11287072 DOI: 10.1136/bmjopen-2024-084933] [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: 02/01/2024] [Accepted: 07/05/2024] [Indexed: 07/30/2024] Open
Abstract
OBJECTIVE Adopting a physically active lifestyle and maintaining a diet rich in antioxidants can reduce the risk of vascular diseases. Arterial stiffness is an early marker for cardiovascular diseases, indicating vascular damage. This study investigates the relationship between physical activity (PA), sedentary behaviour (SB), dietary antioxidant, trace elements intake and vascular health in men and women, with a focus on pulse wave velocity (PWV), the gold standard for assessing arterial stiffness. DESIGN This is a nationwide population-based cross-sectional study (Observation of Cardiovascular Risk Factors in Luxembourg 2 (ORISCAV-LUX 2)). SETTING The study was conducted in Luxembourg, between November 2016 and January 2018. PARTICIPANTS In total, 988 participants from the ORISCAV-LUX 2 study, who were Luxembourg residents, aged 25-79 years, underwent the required physical examination, agreed to wear an accelerometer for 1 week and presented no personal history of myocardial infarction or stroke, were included in the analysis. PRIMARY OUTCOME MEASURE PWV was assessed with the validated Complior instrument. Elastic-net models were used to investigate the associations of dietary intake (antioxidant and trace elements) and movement behaviours (PA and SB) with PWV in men and women. RESULTS The findings reveal diverse associations between PA, SB, dietary intake and PWV, with distinct patterns observed in men and women. In women, a longer median moderate-to-vigorous PA bout length (mean coefficient (β)=-0.039), a higher long-range temporal correlation (higher scaling exponent alpha) at larger time scales (>120 min; β=-1.247) and an increased intake of vitamin C (β=-1.987) and selenium (β=-0.008) were associated with lower PWV. In men, a shorter median SB bout length (β=0.019) and a lower proportion of SB time accumulated in bouts longer than 60 min (β=1.321) were associated with lower PWV. Moreover, a higher daily intake of polyphenols (β=-0.113) and selenium (β=-0.004) was associated with lower PWV in men. CONCLUSION This study underscores the multifaceted nature of the associations between movement behaviours and dietary intake with PWV, as well as sex differences. These findings highlight the significance of considering both movement behaviours and dietary antioxidant intake in cardiovascular health assessments.
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Affiliation(s)
- Anne Backes
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Paul J Collings
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Berta Portugal
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Lilly Carina Quintero
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Farhad Vahid
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Gwenaëlle Le Coroller
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Laurent Malisoux
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - on behalf of the ORISCAV-LUX Study Group
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Ala’a Alkerwi
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Stephanie Noppe
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Charles Delagardelle
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Jean Beissel
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Anna Chioti
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Saverio Stranges
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Jean-Claude Schmit
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Marie-Lise Lair
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Marylène D’Incau
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Jessica Pastore
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Gloria A Aguayo
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Brice Appenzeller
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Sophie Couffignal
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Manon Gantenbein
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Yvan Devaux
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Michel Vaillant
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Laetitia Huiart
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Dritan Bejko
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Magali Perquin
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Maria Ruiz
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Isabelle Ernens
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Guy Fagherazzi
- Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- Department of Medical Informatics, Luxembourg Institute of Health, Strassen, Luxembourg
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7
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Pinto AJ, Bergouignan A, Dempsey PC, Roschel H, Owen N, Gualano B, Dunstan DW. Physiology of sedentary behavior. Physiol Rev 2023; 103:2561-2622. [PMID: 37326297 PMCID: PMC10625842 DOI: 10.1152/physrev.00022.2022] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 05/10/2023] [Accepted: 06/14/2023] [Indexed: 06/17/2023] Open
Abstract
Sedentary behaviors (SB) are characterized by low energy expenditure while in a sitting or reclining posture. Evidence relevant to understanding the physiology of SB can be derived from studies employing several experimental models: bed rest, immobilization, reduced step count, and reducing/interrupting prolonged SB. We examine the relevant physiological evidence relating to body weight and energy balance, intermediary metabolism, cardiovascular and respiratory systems, the musculoskeletal system, the central nervous system, and immunity and inflammatory responses. Excessive and prolonged SB can lead to insulin resistance, vascular dysfunction, shift in substrate use toward carbohydrate oxidation, shift in muscle fiber from oxidative to glycolytic type, reduced cardiorespiratory fitness, loss of muscle mass and strength and bone mass, and increased total body fat mass and visceral fat depot, blood lipid concentrations, and inflammation. Despite marked differences across individual studies, longer term interventions aimed at reducing/interrupting SB have resulted in small, albeit marginally clinically meaningful, benefits on body weight, waist circumference, percent body fat, fasting glucose, insulin, HbA1c and HDL concentrations, systolic blood pressure, and vascular function in adults and older adults. There is more limited evidence for other health-related outcomes and physiological systems and for children and adolescents. Future research should focus on the investigation of molecular and cellular mechanisms underpinning adaptations to increasing and reducing/interrupting SB and the necessary changes in SB and physical activity to impact physiological systems and overall health in diverse population groups.
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Affiliation(s)
- Ana J Pinto
- Division of Endocrinology, Metabolism, and Diabetes, Anschutz Health and Wellness Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Applied Physiology & Nutrition Research Group, Center of Lifestyle Medicine, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Audrey Bergouignan
- Division of Endocrinology, Metabolism, and Diabetes, Anschutz Health and Wellness Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Institut Pluridisciplinaire Hubert Curien, Centre National de la Recherche Scientifique, Université de Strasbourg, Strasbourg, France
| | - Paddy C Dempsey
- Baker Heart & Diabetes Institute, Melbourne, Victoria, Australia
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Victoria, Australia
- MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
- Diabetes Research Centre, College of Life Sciences, University of Leicester, Leicester, United Kingdom
| | - Hamilton Roschel
- Applied Physiology & Nutrition Research Group, Center of Lifestyle Medicine, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Neville Owen
- Baker Heart & Diabetes Institute, Melbourne, Victoria, Australia
- Centre for Urban Transitions, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Bruno Gualano
- Applied Physiology & Nutrition Research Group, Center of Lifestyle Medicine, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Food Research Center, University of Sao Paulo, Sao Paulo, Brazil
| | - David W Dunstan
- Baker Heart & Diabetes Institute, Melbourne, Victoria, Australia
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Victoria, Australia
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8
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Bill V, Wilke A, Sonsmann F, Rocholl M. What is the current state of research concerning self-efficacy in exercise behaviour? Protocol for two systematic evidence maps. BMJ Open 2023; 13:e070359. [PMID: 37532475 PMCID: PMC10401211 DOI: 10.1136/bmjopen-2022-070359] [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] [Indexed: 08/04/2023] Open
Abstract
INTRODUCTION Knowing about a risk factor is not sufficient to ensure corresponding behaviour as additional psychological factors play a role. Self-efficacy is one of the major factors. This also applies to physical activity and exercise behaviour, which is a major public health topic in both primary and secondary prevention. The amount of research on self-efficacy in exercise behaviour is high yet remains uncharted. This protocol presents the research design for two systematic evidence maps on self-efficacy in exercise behaviour in (1) primary prevention and (2) secondary prevention. These maps will thus provide a comprehensive overview over the current state in published empirical research as a starting point for future researchers. METHODS AND ANALYSIS The databases Medline (via PubMed) and PsycINFO (via EbscoHost) will be searched using the search terms 'self-efficacy' and any of the search terms 'sport' and 'exercise' in titles and abstracts. All empirical research studies which have measured self-efficacy in relation to exercise behaviour will be included. The primary prevention systematic evidence map will aggregate all studies on healthy humans and the secondary prevention systematic evidence map will include all studies on humans with a pre-existing condition. We will extract and present the data points authors, title, year, sample size (N), age groups, surveyed sport and method of measuring self-efficacy in both systematic evidence maps. Moreover, we will extract and present the target group in the systematic evidence map on primary prevention and the pre-existing condition in the systematic evidence map on secondary prevention. In addition to a data table, we will create freely accessible evidence maps in the form of graphs. ETHICS AND DISSEMINATION Since this is a protocol, an ethics approval is not required for the presented and planned work. The results of the two systematic evidence maps will be disseminated via publication in international peer-reviewed journals. In addition, data will be shared in detail via the Open Science Framework platform.
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Affiliation(s)
- Vanessa Bill
- Osnabrück University, Institute for Interdisciplinary Dermatological Prevention and Rehabilitation (iDerm), Osnabrück, Germany
- Department of Dermatology, Environmental Medicine and Health Theory, Osnabrück University, Osnabruck, Germany
| | - Annika Wilke
- Osnabrück University, Institute for Interdisciplinary Dermatological Prevention and Rehabilitation (iDerm), Osnabrück, Germany
- Department of Dermatology, Environmental Medicine and Health Theory, Osnabrück University, Osnabruck, Germany
| | - Flora Sonsmann
- Osnabrück University, Institute for Interdisciplinary Dermatological Prevention and Rehabilitation (iDerm), Osnabrück, Germany
- Department of Dermatology, Environmental Medicine and Health Theory, Osnabrück University, Osnabruck, Germany
| | - Marc Rocholl
- Osnabrück University, Institute for Interdisciplinary Dermatological Prevention and Rehabilitation (iDerm), Osnabrück, Germany
- Department of Dermatology, Environmental Medicine and Health Theory, Osnabrück University, Osnabruck, Germany
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Collings PJ, Backes A, Malisoux L. Arterial stiffness and the reallocation of time between device-measured 24-hour movement behaviours: A compositional data analysis. Atherosclerosis 2023; 379:117185. [PMID: 37531669 DOI: 10.1016/j.atherosclerosis.2023.117185] [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: 03/13/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 08/04/2023]
Abstract
BACKGROUND AND AIMS Arterial stiffness predicts cardiovascular morbidity and mortality. We aimed to quantify the differences in arterial stiffness associated with reallocating time between 24-h movement behaviours. METHODS This observational cross-sectional study included Luxembourg residents aged 25-79y who each provided ≥4 valid days of triaxial accelerometry (n = 1001). Covariable adjusted compositional isotemporal substitution models were used to examine if theoretical reallocations of time between device-measured sedentariness, the sleep period, light physical activity (PA), and moderate-to-vigorous PA (MVPA) were associated with the percentage difference in carotid-femoral pulse wave velocity (cfPWV). We further investigated if replacing sedentary time accumulated in prolonged (≥30 min) with non-prolonged (<30 min) bouts was associated with arterial stiffness. The results are presented as 30 min time exchanges (β (95% confidence interval)). RESULTS Beneficial associations with lower cfPWV were observed when reallocating time to MVPA from the sleep period (-1.38 (-2.63 to -0.12) %), sedentary time (-1.70 (-2.76 to -0.62) %), and light PA (-2.51 (-4.55 to -0.43) %), respectively. Larger associations in the opposite direction were observed when reallocating MVPA to the same behaviours (for example, replacing MVPA with sedentary time: 2.50 (0.85-4.18) %). Replacing prolonged with non-prolonged sedentary time was not associated with cfPWV (-0.27 (-0.86 to 0.32) %). In short sleepers, reallocating sedentary time to the sleep period was favourable (-1.96 (-3.74 to -0.15) %). CONCLUSIONS Increasing or at least maintaining MVPA appears to be important for arterial health in adults. Extending sleep in habitually short sleepers, specifically by redistributing sedentary time, may also be important.
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Affiliation(s)
- Paul J Collings
- Physical Activity, Sport and Health Research Group, Department of Precision Health, Luxembourg Institute of Health, Luxembourg
| | - Anne Backes
- Physical Activity, Sport and Health Research Group, Department of Precision Health, Luxembourg Institute of Health, Luxembourg
| | - Laurent Malisoux
- Physical Activity, Sport and Health Research Group, Department of Precision Health, Luxembourg Institute of Health, Luxembourg.
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Peng L, Chen L, Wang S, Guo L, Liang W, Zhou J, Shi N, Huang J, Hu M, Liao J. Association of lifestyle habits and cardiovascular risk among sedentary adults. Medicine (Baltimore) 2023; 102:e34376. [PMID: 37478225 PMCID: PMC10662838 DOI: 10.1097/md.0000000000034376] [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: 05/08/2023] [Accepted: 06/27/2023] [Indexed: 07/23/2023] Open
Abstract
This study aimed to analyze the association of lifestyle habits (physical activity, sleep habits, and eating habits) with cardiovascular risk (arterial stiffness and autonomic nervous system function) among sedentary adults. Sixty adults of sedentariness and physical activity were evaluated by accelerometers; sleep and eating habits were assessed by questionnaires; cardiovascular risks were assessed by pulse wave velocity (PWV), ankle-brachial index, flow mediated dilation, and heart rate variability; circulating biomarkers were also determined. Prolonged sitting (represented by longer maximum length of sedentary bouts, lower length of sedentary breaks, and more total time of sitting) were (P < .05) significantly associated with matrix metalloproteinases, neuropeptide Y, C-reactive protein, peptide Y, ghrelin, and leptin; significant associations (P < .05) were also observed of total time in physical activity with most circulating biomarkers except interleukin-6, tumor necrosis factor-α, and adiponectin. Sleep habits, especially sleep efficiency, were (P < .05) significantly associated with PWV, ankle-brachial index, and circulating biomarkers. Eating habits (including emotional overeating and enjoyment of food) were (P < .05) significantly associated with PWVs and flow mediated dilation; satiety responsiveness and enjoyment of food were (P < .05) significantly associated with low-frequency spectral component expressed in normalized units, high frequency spectral component expressed in normalized units, and ratio between low-frequency/high frequency spectral component expressed in normalized units. The findings indicated that several lifestyle habits among sedentary adults were closely associated with increased cardiovascular risk. Sedentary people were encouraged to live with sufficient physical activity, good sleep, and healthy eating habits for decreasing arterial stiffness and balancing autonomic nervous function.
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Affiliation(s)
- Linyu Peng
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Graduate School, Guangzhou Sport University, Guangzhou, China
| | - Lidan Chen
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Graduate School, Guangzhou Sport University, Guangzhou, China
| | - Shen Wang
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Scientific Research Center, Guangzhou Sport University, Guangzhou, China
| | - Lianmeng Guo
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
| | - Wenhao Liang
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- School of Foreign Languages, Neusoft Institute Guangdong, Guangzhou, China
| | - Jie Zhou
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Graduate School, Guangzhou Sport University, Guangzhou, China
| | - Niujin Shi
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Graduate School, Guangzhou Sport University, Guangzhou, China
| | - Junhao Huang
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Scientific Research Center, Guangzhou Sport University, Guangzhou, China
| | - Min Hu
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- School of Sport and Health, Guangzhou Sport University, Guangzhou, China
| | - Jingwen Liao
- Guangdong Provincial Key Laboratory of Physical Activity and Health Promotion, Guangzhou Sport University, Guangzhou, China
- Scientific Research Center, Guangzhou Sport University, Guangzhou, China
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Effect of Exercise on Carotid Artery Intima-Media Thickness in Adults: A Systematic Review and Meta-Analysis. J Phys Act Health 2022; 19:855-867. [PMID: 36257606 DOI: 10.1123/jpah.2022-0372] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/22/2022] [Accepted: 09/01/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Carotid intima-media thickness (cIMT) is a validated surrogate marker of atherosclerosis that is independently associated with the risk for cardiovascular disease. Recent studies on the effect of exercise on cIMT have yielded conflicting results. METHODS Studies that were available up until October 30, 2021 from the PubMed, Cochrane Library, Embase, and Web of Science databases were included in the analysis. Subgroup analyses were performed to determine the effects of the type, intensity, and duration of exercise on cIMT. RESULTS This review included 26 studies with 1370 participants. Compared with control participants, those who engaged in exercise showed a decline in cIMT (weighted mean difference [WMD] -0.02; 95% confidence interval [CI], -0.03 to -0.01; I2 = 90.1%). Participants who engaged in aerobic (WMD -0.02; 95% CI, -0.04 to -0.01; I2 = 52.7%) or resistance (WMD -0.01; 95% CI, -0.02 to -0.00; I2 = 38.5%) exercise showed lower cIMT compared with control participants. An exercise duration of >6 months was associated with a 0.02 mm reduction in cIMT. In participants with low cIMT at baseline (<0.7 mm), exercise alone was not associated with a change in cIMT (WMD -0.01; 95% CI, -0.03 to 0.00; I2 = 93.9%). CONCLUSIONS Exercise was associated with reduced cIMT in adults. Aerobic exercise is associated with a greater decline in cIMT than other forms of exercise. Large, multicenter, randomized controlled trials are required to establish optimal exercise protocols for improving the pathological process of atherosclerosis.
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Duran AT, Romero E, Diaz KM. Is Sedentary Behavior a Novel Risk Factor for Cardiovascular Disease? Curr Cardiol Rep 2022; 24:393-403. [PMID: 35182312 DOI: 10.1007/s11886-022-01657-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/07/2021] [Indexed: 01/16/2023]
Abstract
PURPOSE OF REVIEW Review the most recent evidence on the role of sedentary behavior in the prevention of cardiovascular disease (CVD). RECENT FINDINGS Prospective cohort studies continue to suggest a relationship between sedentary behavior and CVD, but the dose-response association, and the implications of sedentary pattern (vs. total volume) and context on CVD risk require further investigation. Most recent evidence suggests that physical activity influences the association between sedentary time and CVD risk, and that replacing sedentary time with other movement behaviors yields cardiometabolic benefits. Short-term intervention studies have further demonstrated that interrupting prolonged sitting with bouts of physical activity can elicit acute improvements on cardiometabolic biomarkers and vascular function relative to prolonged, uninterrupted sitting, albeit limited evidence exists on the long-term effects. More conclusive evidence regarding the implications of sedentary time on CVD risk is warranted before the optimal sedentary behavior reduction prescription for the prevention of CVD can be elucidated.
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Affiliation(s)
- Andrea T Duran
- Columbia University Irving Medical Center, 622 West 168 Street, New York, NY, 10032, USA.
| | - Emily Romero
- Teachers College, Columbia University, 525 West 120th Street, New York, NY, USA
| | - Keith M Diaz
- Columbia University Irving Medical Center, 622 West 168 Street, New York, NY, 10032, USA
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Taylor FC, Pinto AJ, Maniar N, Dunstan DW, Green DJ. The Acute Effects of Prolonged Uninterrupted Sitting on Vascular Function: A Systematic Review and Meta-analysis. Med Sci Sports Exerc 2022; 54:67-76. [PMID: 34334722 DOI: 10.1249/mss.0000000000002763] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
OBJECTIVE This study aimed to determine the dose-response relationship between prolonged sitting and vascular function in healthy individuals and those with metabolic disturbances and to investigate the acute effects, on vascular function, of interventions that target interrupting prolonged sitting. DESIGN This is a systematic review with meta-analysis. DATA SOURCES Ovid Embase, Ovid Medline, PubMed, and CINAHL were searched from inception to 4 December 2020. ELIGIBILITY CRITERIA Randomized crossover trials, quasi-randomized trials, and parallel group trials where vascular function (flow-mediated dilation [FMD]) was assessed before and after an acute period of sedentary behavior was used in this study. RESULTS Prolonged sitting resulted in a significant decrease in the standardized mean change (SMC) for lower-limb FMD at the 120-min (SMC = -0.85, 95% confidence interval [CI] = -1.32 to -0.38) and 180-min (SMC = -1.18, 95% CI = -1.69 to -0.66) time points. A similar pattern was observed for lower-limb shear rate. No significant changes were observed for any outcomes in the upper limb. Subgroup analysis indicated that prolonged sitting decreased lower-limb FMD in healthy adults (SMC = -1.33, 95% CI = -1.89 to -0.78) who had higher a priori vascular endothelial function, but not in those with metabolic and vascular dysfunction (SMC = -0.51, 95% CI = -1.18 to 0.15). Interrupting sitting with active interruptions increased the standardized mean difference for FMD, relative to prolonged sitting, but it was not statistically significant (0.13, 95% CI = -0.20 to 0.45). CONCLUSIONS Lower-limb vascular function is progressively impaired as a consequence of prolonged sitting, up to 180 min. A similar trend was not observed in upper-limb vascular function. Subgroup analysis indicated that prolonged sitting negatively affects healthy populations, a finding not observed in those with metabolic disturbances. Regularly interrupting sitting with activity may be beneficial for those with metabolic disturbances.
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Affiliation(s)
| | - Ana J Pinto
- Applied Physiology and Nutrition Research Group, Laboratory of Assessment and Conditioning in Rheumatology, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, BRAZIL
| | | | | | - Daniel J Green
- Department of Exercise and Sport Science, School of Human Sciences, The University of Western Australia, Perth, AUSTRALIA
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Kostis JB, Lin CP, Dobrzynski JM, Kostis WJ, Ambrosio M, Cabrera J. Prediction of stroke using an algorithm to estimate arterial stiffness. INTERNATIONAL JOURNAL OF CARDIOLOGY CARDIOVASCULAR RISK AND PREVENTION 2021; 11:200114. [PMID: 34806088 PMCID: PMC8586744 DOI: 10.1016/j.ijcrp.2021.200114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 10/11/2021] [Accepted: 10/22/2021] [Indexed: 11/15/2022]
Abstract
Background Arterial stiffness is important because it is associated with adverse cardiovascular events including stroke. Methods that are based on pulse wave velocity have significant limitations in estimating arterial stiffness. The purpose of this paper is to present a novel easy to apply non-invasive method to estimate arterial stiffness that is based on pulse pressure. Methods Two indices to estimate arterial stiffness, (1) arterial stiffness 1 (AS1) and (2) arterial stiffness 2 (AS2) were developed and applied in two National Institutes of Health funded clinical trials, the Systolic Hypertension in the Elderly Program and the Systolic Blood Pressure Intervention Trial. These indices were developed by fitting individual survival models for selected predictor variables to the response, i.e. time to stroke, by selecting the coefficients that were statistically significant at the 0.05 α level after adjusting the variable weights. The indices were derived as the weighted linear combination of the coefficients. Results AS1 and AS2 performed well in two goodness of fit criteria i.e. overall model p-value and concordance correlation. Comparison of Cox models using indices AS1 and AS2 and chronological age indicated that AS1 and AS2 independently predicted the occurrence of stroke at five years better than chronological age. Nearly identical effects were observed when the analyses were limited to Black participants in SPRINT with a concordance correlation of 0.80 and log rank test p-value of 0.007. Conclusion These indices that are derived from pulse pressure predict the occurrence of stroke better than either pulse pressure or chronological age alone and may be used in designing new randomized clinical trials, and possibly incorporated in hypertension and stroke guidelines.
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Affiliation(s)
- John B. Kostis
- Rutgers Robert Wood Johnson Medical School, Cardiovascular Institute, USA
- Corresponding author. Rutgers Robert Wood Johnson Medical School Director, Cardiovascular Institute, 125 Paterson St., CAB-4180A, New Brunswick, NJ, 08901, USA
| | | | | | - William J. Kostis
- Rutgers Robert Wood Johnson Medical School, Cardiovascular Institute, USA
| | - Matthew Ambrosio
- Rutgers Robert Wood Johnson Medical School, Cardiovascular Institute, USA
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