1
|
Mora-Traverso M, Prieto-Moreno R, Molina-Garcia P, Salas-Fariña Z, Martín-Martín L, Martín-Matillas M, Ariza-Vega P. Effects of the @ctivehip telerehabilitation program on the quality of life, psychological factors and fitness level of patients with hip fracture. J Telemed Telecare 2024; 30:549-558. [PMID: 35060784 DOI: 10.1177/1357633x211073256] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
INTRODUCTION Telerehabilitation has emerged in the last decade as a promising alternative to conduct the rehabilitation process at home. However, there are no studies testing the effects of telerehabilitation interventions for patients with hip fracture on quality of life nor psychological factors, whereas the evidence on fitness level is scarce. Thus, the aim of this study is to test the effects of the @ctivehip telerehabilitation program on the quality of life, psychological factors and fitness level of patients who had suffered a hip fracture. METHODS The present study is a non-randomized clinical trial that includes patients older than 65 years old with a hip fracture and their family caregivers (ClinicalTrials.gov; Identifier: NCT02968589). Per-protocol (64 participants) and intention-to-treat (71 participants) analyses were performed, the first being the main analysis. The intervention group received a home-based multidisciplinary telerehabilitation intervention, called @ctivehip, that lasted 12 weeks. The control group received the traditional care and rehabilitation provided by the Andalusian Public Health Care System. The outcomes measured were the patients' quality of life through the EuroQol Quality of Life Questionnaire (EQ-5D), physiological factors (anxiety and depression) using the Hospital Anxiety and Depression Scale (HADS) and the fitness level, assessed with the International Fitness Scale. RESULTS The quality of life of the telerehabilitation group increased, while the control group scored worsened at the 3-month follow-up (medium effect size: 0.66 SDs; p = 0.006). The telerehabilitation group demonstrated a greater decrease than the control group in the total HADS score (medium effect size: -0.50 SDs; p = 0.015). Lastly, the telerehabilitation group recovered a fitness level close to the pre-hip fracture in comparison with the control group (small effect size: 0.49 SDs; p = 0.022). DISCUSSION The @ctivehip telerehabilitation program seems to be a promising treatment to improve the quality of life and psychological factors (i.e. anxiety and depression) of older adults after a hip fracture, as well as to recover their previous fitness level.
Collapse
Affiliation(s)
- Marta Mora-Traverso
- Biohealth Research Institute (ibs.Granada) Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
- PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Rafael Prieto-Moreno
- Biohealth Research Institute (ibs.Granada) Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
- PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Pablo Molina-Garcia
- Biohealth Research Institute (ibs.Granada) Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Zeus Salas-Fariña
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Lydia Martín-Martín
- Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain
- Biohealth Research Institute in Granada (ibs.GRANADA), Granada, Spain
- Sport and Health University Research Institute (iMUDS), Universtity of Granada, Granada, Spain
| | - Miguel Martín-Matillas
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Patrocinio Ariza-Vega
- Biohealth Research Institute (ibs.Granada) Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
- PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain
- Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain
| |
Collapse
|
2
|
Harber MP, Myers J, Bonikowske AR, Muntaner-Mas A, Molina-Garcia P, Arena R, Ortega FB. Assessing cardiorespiratory fitness in clinical and community settings: Lessons and advancements in the 100th year anniversary of VO 2max. Prog Cardiovasc Dis 2024; 83:36-42. [PMID: 38417771 DOI: 10.1016/j.pcad.2024.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 02/25/2024] [Indexed: 03/01/2024]
Abstract
Cardiorespiratory fitness (CRF) is a well-established biomarker that has applications to all adults across the health and disease spectrum. Despite overwhelming evidence supporting the prognostic utility of CRF, it remains vastly underutilized. CRF is optimally measured via cardiopulmonary exercise testing which may not be feasible to implement on a large scale. Therefore, it is prudent to develop ways to accurately estimate CRF that can be applied in clinical and community settings. As such, several prediction equations incorporating non-exercise information that is readily available from routine clinical encounters have been developed that provide an adequate reflection of CRF that could be implemented to raise awareness of the importance of CRF. Further, technological advances in smartphone apps and consumer-grade wearables have demonstrated promise to provide reasonable estimates of CRF that are widely available, which could enhance the utilization of CRF in both clinical and community settings.
Collapse
Affiliation(s)
- Matthew P Harber
- Clinical Exercise Physiology, Ball State University, Muncie, IN, USA; Healthy Living for Pandemic Event Protection (HL - PIVOT) Network, Chicago, IL, United States of America.
| | - Jonathan Myers
- Healthy Living for Pandemic Event Protection (HL - PIVOT) Network, Chicago, IL, United States of America; Veterans Affairs Palo Alto Healthcare System and Stanford University, Palo Alto, CA, USA
| | | | - Adria Muntaner-Mas
- GICAFE "Physical Activity and Exercise Sciences Research Group", Faculty of Education, University of Balearic Islands, 07122 Palma, Spain
| | | | - Ross Arena
- Healthy Living for Pandemic Event Protection (HL - PIVOT) Network, Chicago, IL, United States of America; Department of Physical Therapy, College of Applied Science, University of Illinois, Chicago, IL, United States of America
| | - Francisco B Ortega
- Healthy Living for Pandemic Event Protection (HL - PIVOT) Network, Chicago, IL, United States of America; Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain; Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland; CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Granada, Spain
| |
Collapse
|
3
|
Molina-Garcia P, Mora-Traverso M, Prieto-Moreno R, Díaz-Vásquez A, Antony B, Ariza-Vega P. Effectiveness and cost-effectiveness of telerehabilitation for musculoskeletal disorders: A systematic review and meta-analysis. Ann Phys Rehabil Med 2024; 67:101791. [PMID: 38128150 DOI: 10.1016/j.rehab.2023.101791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 07/25/2023] [Accepted: 08/21/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Internet-based telerehabilitation could be a valuable option for the treatment of musculoskeletal disorders, with the advantage of providing rehabilitation from anywhere. However, there is no solid and updated evidence demonstrating its effectiveness on relevant clinical and cost outcomes. OBJECTIVE This systematic review aims to determine the clinical and cost-effectiveness of internet-based telerehabilitation during the recovery of musculoskeletal disorders. METHODS Medline, Web of Science, Scopus and Cochrane databases were systematically searched from inception to June 2023. Trials investigating the effects of internet-based telerehabilitation in any musculoskeletal disorder were selected. Nonoriginal articles and grey literature were excluded. Two independent reviewers conducted the study selection and data extraction. Random effect meta-analyses (standardized mean difference) and further sensitivity analyses were performed. RESULTS We selected 37 clinical trials (33 randomized and 4 non-randomized) and 5 health economics studies, which included a total of 4,288 participants. Telerehabilitation was more favourable than control treatments in improving all studied clinical outcomes, although the effectiveness varied depending on the type of musculoskeletal disorder. The standard mean differences (SMD) ranged from 0.24 to 0.91. For physical function, the primary outcome, superior effectiveness was found only in people with hip fractures (SMD, 0.87; 95 % CI, 0.34 to 1.41). The effects for joint replacement, osteoarthritis, and spine pain were similar to those of control treatments. However, the favourable outcomes for telerehabilitation became insignificant when compared specifically to face-to-face rehabilitation. Some results displayed publication bias and a lack of robustness, necessitating cautious interpretation. In terms of health economics studies, telerehabilitation was 89.55$ (95 % CI 4.6 to 174.5) cheaper per individual than conventional treatments. CONCLUSIONS Telerehabilitation should be considered in the recovery process of musculoskeletal disorders when optimal face-to-face rehabilitation is not feasible. Moreover, telerehabilitation reduces costs and time. PROSPERO NUMBER CRD42022322425.
Collapse
Affiliation(s)
| | - Marta Mora-Traverso
- PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Rafael Prieto-Moreno
- PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain; Biomedical Research Unit, Torrecárdenas University Hospital, 04009 Almería, Spain; Department of Education, Faculty of Education Sciences, SPORT Research Group (CTS-1024) and CERNEP Research Center, University of Almería, Almería, Spain
| | | | - Benny Antony
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, Tasmania 7000, Australia
| | - Patrocinio Ariza-Vega
- Instituto de Investigación Biosanitaria ibs.GRANDA, Granada, Spain; PA-HELP "Physical Activity for HEaLth Promotion" Research Group, Department of Physical and Sport Education, Faculty of Sports Sciences, University of Granada, Granada, Spain; Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain
| |
Collapse
|
4
|
Sevilla-Lorente R, Carneiro-Barrera A, Molina-Garcia P, Ruiz JR, Amaro-Gahete FJ. Time of the day of exercise impact on cardiovascular disease risk factors in adults: a systematic review and meta-analysis. J Sci Med Sport 2023; 26:169-179. [PMID: 36973109 DOI: 10.1016/j.jsams.2023.03.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 03/12/2023]
Abstract
OBJECTIVES To compare the effect of a single bout of morning vs. evening exercise on cardiovascular risk factors in adults. DESIGN Systematic review and meta-analysis. METHODS A systematic search of studies was conducted using PubMed and Web of Science from inception to June 2022. Selected studies accomplished the following criteria: crossover design, acute effect of exercise, blood pressure, blood glucose, and/or blood lipids as the study's endpoint, a washout period of at least 24 h, and adults. Meta-analysis was performed by analyzing: 1) separated effect of morning and evening exercise (pre vs. post); and 2) comparison between morning and evening exercise. RESULTS A total of 11 studies were included for systolic and diastolic blood pressure and 10 studies for blood glucose. Meta-analysis revealed no significant difference between morning vs. evening exercise for systolic blood pressure (g ∆ = 0.02), diastolic blood pressure (g ∆ = 0.01), or blood glucose (g ∆ = 0.15). Analysis of moderator variables (age, BMI, sex, health status, intensity and duration of exercise, and hour within the morning or evening) showed no significant morning vs. evening effect. CONCLUSIONS Overall, we found no influence of the time of the day on the acute effect of exercise on blood pressure neither on blood glucose.
Collapse
Affiliation(s)
- R Sevilla-Lorente
- Department of Physiology, Faculty of Pharmacy, University of Granada, Spain.
| | | | - P Molina-Garcia
- Department of Physical Education and Sports, Faculty of Sports Science, Sport and Health University Research Institute (iMUDS), University of Granada, Spain; Instituto de Investigación Biosanitaria (ibs.Granada), Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Spain
| | - J R Ruiz
- Department of Physical Education and Sports, Faculty of Sports Science, Sport and Health University Research Institute (iMUDS), University of Granada, Spain; Instituto de Investigación Biosanitaria, ibs.Granada, Spain; CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Spain
| | - F J Amaro-Gahete
- Department of Physical Education and Sports, Faculty of Sports Science, Sport and Health University Research Institute (iMUDS), University of Granada, Spain; Instituto de Investigación Biosanitaria, ibs.Granada, Spain; CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Spain
| |
Collapse
|
5
|
Muñoz-López S, Molina-Garcia P, Gutiérrez-Cruz C, Ubago-Díaz R, Romero-Ayuso D, Ariza-Vega P. The influence of meaningful activities in the quality of life and functional autonomy of adults with intellectual disability: A prospective study during the COVID-19 pandemic. J Appl Res Intellect Disabil 2023; 36:538-546. [PMID: 36754365 DOI: 10.1111/jar.13077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 10/03/2022] [Accepted: 01/16/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND The COVID-19 pandemic might negatively impact the quality of life and functional autonomy of Spanish adults with intellectual disability, and meaningful activities could prevent this negative progression. METHODS This is a prospective cohort study in Spanish adults with intellectual disability during the COVID-19 pandemic. Quality of life, functional autonomy and functional independence were measured. The meaningful activities studied were structured-leisure, community self-management, and occupational and physical activities. RESULTS Seventy-three participants were included in the study. Quality of life and functional autonomy significantly deteriorated during the COVID-19 pandemic (all p > .001). Greater participation in community self-management activities before COVID-19 was associated with less detriment to quality of life (ß = -.312; p = .008), while greater participation in occupational and physical activities was associated with less detriment to the performance of instrumental activities (ß = -.317; p = .016; and ß = -.285; p = .030, respectively). CONCLUSION People with intellectual disability living in residential homes experienced a decrease in their quality of life and functional autonomy during the COVID-19 pandemic. Their involvement in community self-management activities and physical and occupational activities before the pandemic had preventive effects on the detriment to the quality of life and functional autonomy.
Collapse
Affiliation(s)
| | - Pablo Molina-Garcia
- Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain.,PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | | | | | - Dulce Romero-Ayuso
- Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain.,Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | - Patrocinio Ariza-Vega
- Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain.,Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain.,PA-HELP "Physical Activity for HEaLth Promotion" Research Group, University of Granada, Granada, Spain
| |
Collapse
|
6
|
Solis-Urra P, Rodriguez-Ayllon M, Álvarez-Ortega M, Molina-Hidalgo C, Molina-Garcia P, Arroyo-Ávila C, García-Hermoso A, Collins AM, Jain S, Gispert JD, Liu-Ambrose T, Ortega FB, Erickson KI, Esteban-Cornejo I. Physical Performance and Amyloid-β in Humans: A Systematic Review and Meta-Analysis of Observational Studies. J Alzheimers Dis 2023; 96:1427-1439. [PMID: 38007656 DOI: 10.3233/jad-230586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2023]
Abstract
BACKGROUND Accumulation of amyloid-β (Aβ) plaques is one of the main features of Alzheimer's disease (AD). Physical performance has been related to dementia risk and Aβ, and it has been hypothesized as one of the mechanisms leading to greater accumulation of Aβ. Yet, no evidence synthesis has been performed in humans. OBJECTIVE To investigate the association of physical performance with Aβ in humans, including Aβ accumulation on brain, and Aβ abnormalities measured in cerebrospinal fluid (CSF) and blood. METHODS A systematic review with multilevel meta-analysis was performed from inception to June 16th, 2022. Studies were eligible if they examined the association of physical performance with Aβ levels, including the measure of physical performance as a predictor and the measure of Aβ as an outcome in humans. RESULTS 7 articles including 2,619 participants were included in the meta-analysis. The results showed that physical performance was not associated with accumulation of Aβ in the brain (ES = 0.01; 95% CI -0.21 to 0.24; I2 = 69.9%), in the CSF (ES = -0.28; 95% CI -0.98 to 0.41; I2 = 91.0%) or in the blood (ES = -0.19; 95% CI -0.61 to 0.24; I2 = 99.75%). Significant heterogeneity was found across the results , which posed challenges in arriving at consistent conclusions; and the limited number of studies hindered the opportunity to conduct a moderation analysis. CONCLUSIONS The association between physical performance and Aβ is inconclusive. This uncertainly arises from the limited number of studies, study design limitations, and heterogeneity of measurement approaches. More studies are needed to determine whether physical performance is related to Aβ levels in humans.
Collapse
Affiliation(s)
- Patricio Solis-Urra
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Nuclear Medicine Services, "Virgen de Las Nieves", University Hospital, Granada, Spain
- Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile
| | - María Rodriguez-Ayllon
- Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Miriam Álvarez-Ortega
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Cristina Molina-Hidalgo
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
- AdventHealth Research Institute, Neuroscience, Orlando, FL, USA
| | - Pablo Molina-Garcia
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Instituto de Investigacion Biosanitaria ibs.GRANADA, Granada, Spain
| | - Cristina Arroyo-Ávila
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra, IdiSNA, Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | | | - Shivangi Jain
- AdventHealth Research Institute, Neuroscience, Orlando, FL, USA
| | - Juan Domingo Gispert
- BarcelonaBeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain
- Universitat Pompeu Fabra, Barcelona, Spain
- IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Teresa Liu-Ambrose
- Centre for Aging SMART at Vancouver Coastal Health, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
- Djavad Mowafaghian Centre for Brain Health, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
- Aging, Mobility, and Cognitive Health Laboratory, Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Francisco B Ortega
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Kirk I Erickson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
- AdventHealth Research Institute, Neuroscience, Orlando, FL, USA
| | - Irene Esteban-Cornejo
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
- ibs.GRANADA Instituto de Investigación Biosanitaria, Granada, Spain
| |
Collapse
|
7
|
Ortega FB, Mora-Gonzalez J, Cadenas-Sanchez C, Esteban-Cornejo I, Migueles JH, Solis-Urra P, Verdejo-Román J, Rodriguez-Ayllon M, Molina-Garcia P, Ruiz JR, Martinez-Vizcaino V, Hillman CH, Erickson KI, Kramer AF, Labayen I, Catena A. Effects of an Exercise Program on Brain Health Outcomes for Children With Overweight or Obesity: The ActiveBrains Randomized Clinical Trial. JAMA Netw Open 2022; 5:e2227893. [PMID: 36040742 PMCID: PMC9428743 DOI: 10.1001/jamanetworkopen.2022.27893] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
IMPORTANCE Pediatric overweight and obesity are highly prevalent across the world, with implications for poorer cognitive and brain health. Exercise might potentially attenuate these adverse consequences. OBJECTIVES To investigate the effects of an exercise program on brain health indicators, including intelligence, executive function, academic performance, and brain outcomes, among children with overweight or obesity and to explore potential mediators and moderators of the main effects of exercise. DESIGN, SETTING, AND PARTICIPANTS All preexercise and postexercise data for this 20-week randomized clinical trial of 109 children aged 8 to 11 years with overweight or obesity were collected from November 21, 2014, to June 30, 2016, with neuroimaging data processing and analyses conducted between June 1, 2017, and December 20, 2021. All 109 children were included in the intention-to-treat analyses; 90 children (82.6%) completed the postexercise evaluation and attended 70% or more of the recommended exercise sessions and were included in per-protocol analyses. INTERVENTIONS All participants received lifestyle recommendations. The control group continued their usual routines, whereas the exercise group attended a minimum of 3 supervised 90-minute sessions per week in an out-of-school setting. MAIN OUTCOMES AND MEASURES Intelligence, executive function (cognitive flexibility, inhibition, and working memory), and academic performance were assessed with standardized tests, and hippocampal volume was measured with magnetic resonance imaging. RESULTS The 109 participants included 45 girls (41.3%); participants had a mean (SD) body mass index of 26.8 (3.6) and a mean (SD) age of 10.0 (1.1) years at baseline. In per-protocol analyses, the exercise intervention improved crystallized intelligence, with the exercise group improving from before exercise to after exercise (mean z score, 0.62 [95% CI, 0.44-0.80]) compared with the control group (mean z score, -0.10 [95% CI, -0.28 to 0.09]; difference between groups, 0.72 SDs [95% CI, 0.46-0.97]; P < .001). Total intelligence also improved significantly more in the exercise group (mean z score, 0.69 [95% CI, 0.48-0.89]) than in the control group (mean z score, 0.07 [95% CI, -0.14 to 0.28]; difference between groups, 0.62 SDs [95% CI, 0.31-0.91]; P < .001). Exercise also positively affected a composite score of cognitive flexibility (mean z score: exercise group, 0.25 [95% CI, 0.05-0.44]; control group, -0.17 [95% CI, -0.39 to 0.04]; difference between groups, 0.42 SDs [95% CI, 0.13-0.71]; P = .005). These main effects were consistent in intention-to-treat analyses and after multiple-testing correction. There was a positive, small-magnitude effect of exercise on total academic performance (mean z score: exercise group, 0.31 [95% CI, 0.18-0.44]; control group, 0.10 [95% CI, -0.04 to 0.24]; difference between groups, 0.21 SDs [95% CI, 0.01-0.40]; P = .03), which was partially mediated by cognitive flexibility. Inhibition, working memory, hippocampal volume, and other brain magnetic resonance imaging outcomes studied were not affected by the exercise program. The intervention increased cardiorespiratory fitness performance as indicated by longer treadmill time to exhaustion (mean z score: exercise group, 0.54 [95% CI, 0.27-0.82]; control group, 0.13 [95% CI, -0.16 to 0.41]; difference between groups, 0.42 SDs [95% CI, 0.01-0.82]; P = .04), and these changes in fitness mediated some of the effects (small percentage of mediation [approximately 10%-20%]). The effects of exercise were overall consistent across the moderators tested, except for larger improvements in intelligence among boys compared with girls. CONCLUSIONS AND RELEVANCE In this randomized clinical trial, exercise positively affected intelligence and cognitive flexibility during development among children with overweight or obesity. However, the structural and functional brain changes responsible for these improvements were not identified. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02295072.
Collapse
Affiliation(s)
- Francisco B. Ortega
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Jose Mora-Gonzalez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Patricio Solis-Urra
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile
| | - Juan Verdejo-Román
- Department of Personality, Assessment and Psychological Treatment and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
- Laboratory of Cognitive and Computational Neuroscience (UCM-UPM), Centre for Biomedical Technology (CTB), Madrid, Spain
| | - María Rodriguez-Ayllon
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Biohealth Research Institute, Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
| | - Jonatan R. Ruiz
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
- Instituto de Investigación Biosanitaria, ibs.Granada, Granada, Spain
| | - Vicente Martinez-Vizcaino
- Health and Social Research Center, Universidad de Castilla La Mancha, Cuenca, Spain
- Faculty of Health Sciences, Universidad Autónoma de Chile, Talca, Chile
| | - Charles H. Hillman
- Department of Psychology, Northeastern University, Boston, Massachusetts
- Department of Physical Therapy, Movement and Rehabilitation Sciences, Northeastern University, Boston, Massachusetts
| | - Kirk I. Erickson
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Brain Aging & Cognitive Health Lab, Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania
- College of Science, Health, Engineering, and Education, Murdoch University, Perth, Western Australia
| | - Arthur F. Kramer
- Department of Psychology, Northeastern University, Boston, Massachusetts
- Beckman Institute, University of Illinois at Urbana-Champaign, Champaign
| | - Idoia Labayen
- Department of Health Sciences and Institute for Innovation & Sustainable Food Chain Development (IS-FOOD), Public University of Navarra, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Andrés Catena
- School of Psychology, University of Granada, Granada, Spain
| |
Collapse
|
8
|
Molina-Garcia P, Molina-Molina A, Smeets A, Migueles JH, Ortega FB, Vanrenterghem J. Effects of integrative neuromuscular training on the gait biomechanics of children with overweight and obesity. Scand J Med Sci Sports 2022; 32:1119-1130. [PMID: 35398912 PMCID: PMC9540886 DOI: 10.1111/sms.14163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 02/18/2022] [Accepted: 04/05/2022] [Indexed: 12/01/2022]
Abstract
Objective To analyze whether 13 weeks of integrative neuromuscular training can benefit spatiotemporal and kinematic parameters of gait in children with overweight/obesity. Methods This is a non‐randomized controlled trial. Fifty children (10.77 ± 1.24 years, 31 girls) with overweight/obesity were allocated to an exercise group (EG) (n = 25) that carried out a 13‐week exercise program based on fundamental movement skills, strength activities and aerobic training, and a control group (CG) (n = 25) that followed their normal lifestyle. Spatiotemporal (i.e., cadence, stance and support times, step length, and stride width) and kinematic (i.e., hip, pelvis, knee, and ankle angles) parameters were evaluated under laboratory conditions through a 3D analysis. ANCOVA was used to test raw and z‐score differences between the EG and CG at post‐exercise, adjusting for pre‐exercise values. Results The EG maintained their baseline stance and single‐limb support times while the CG increased them during walking (groups’ difference: 3.1 and 1.9 centiseconds). The EG maintained baseline maximum foot abduction angle during the stance phase whereas the CG showed an increase (groups’ difference: 3.9º). Additional analyses on kinematic profiles demonstrated that the EG walked with similar pelvic tilt and ankle abduction angles at post‐exercise, while the CG increased the pelvic anterior tilt in the whole stance phase (mean groups’ difference: 7.7º) and the ankle abduction angles in early‐ and mid‐stance phases (mean groups’ difference: 4.6º). No changes were observed in the rest of spatiotemporal and kinematic parameters. Conclusions The integrative neuromuscular training stopped the progression of some biomechanical alterations during walking in children with overweight/obesity. These findings could contribute to preventing common movement‐derived musculoskeletal disorders in this population, as well as preserving an optimal mechanical efficiency during walking.
Collapse
Affiliation(s)
- Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health Through PHYSICAL ACTIVITY" Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Biohealth Research Institute, Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
| | - Alejandro Molina-Molina
- Campus Universitario, Universidad San Jorge, Zaragoza, Spain.,Research Group CTS-545 ERGOLAB "Sport Physical Activity and Ergonomy to Life Quality", Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Annemie Smeets
- Musculoskeletal Rehabilitation Research Group, Faculty of Kinesiology and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Jairo H Migueles
- PROFITH "PROmoting FITness and Health Through PHYSICAL ACTIVITY" Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institute, Karolinska, Sweden
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health Through PHYSICAL ACTIVITY" Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institute, Karolinska, Sweden
| | - Jos Vanrenterghem
- Musculoskeletal Rehabilitation Research Group, Faculty of Kinesiology and Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| |
Collapse
|
9
|
Singh A, Molina-Garcia P, Hussain S, Paul A, Das SK, Leung YY, Samuels J, Antony B. POS1105 EFFICACY AND SAFETY OF COLCHICINE FOR THE TREATMENT OF OSTEOARTHRITIS: A SYSTEMATIC REVIEW AND META-ANALYSIS OF INTERVENTION TRIALS. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundColchicine, an approved treatment for gout, has been trialled in many diseases, including osteoarthritis (OA), due to its anti-inflammatory effects. However, its efficacy and safety remain unclear in OA.ObjectivesThis systematic review and meta-analysis evaluated the efficacy and safety of colchicine for the treatment of OA.1MethodsPubMed, Web of Science, Scopus, and Cochrane Central were searched from inception through November 2020. Two reviewers independently screened for randomised controlled trials (RCTs) comparing colchicine with placebo or other active-comparators for the treatment of OA (knee, hand, or hip OA), extracted data, and performed Cochrane risk of bias assessments.ResultsThe search retrieved 391 articles after removing duplicates, and 16 full-text articles were reviewed for eligibility (Figure 1A). Ten RCTs, nine in knee OA, one in hand OA, consisting of 847 patients (429 in colchicine arm, 409 in control arm) were included. RCTs were conducted between 2002 and 2021; three in India, two in Iran and Turkey, and one each in Australia, Singapore, and Iraq; follow-up period ranged 2 to 12 months. Moderate-quality evidence showed no clinically important pain reduction with colchicine compared to placebo in knee/hand OA patients (standardised mean difference [SMD], -0.17; 95% confidence interval [CI], -0.55 to 0.22) (Figure 1B). Moderate-quality evidence showed no improvement in dysfunction with colchicine compared to placebo in knee OA patients (SMD, -0.37; 95% CI, -0.87 to 0.13). Colchicine showed an acceptable safety profile with AEs/SAEs comparable to placebo (Figure 1C)ConclusionCurrent evidence does not conclusively suggest a benefit of colchicine in reducing pain and improving physical function in hand/knee OA patients. Future trials should focus on the sub-groups of OA patients with local or systemic evidence of inflammation and/or mineralisation who may benefit from colchicine.References[1]Rheumatology (Oxford). 2018 Jan 1;57(suppl_1):i4-i11.Disclosure of InterestsNone declared
Collapse
|
10
|
Molina-Garcia P, Notbohm HL, Schumann M, Argent R, Hetherington-Rauth M, Stang J, Bloch W, Cheng S, Ekelund U, Sardinha LB, Caulfield B, Brønd JC, Grøntved A, Ortega FB. Validity of Estimating the Maximal Oxygen Consumption by Consumer Wearables: A Systematic Review with Meta-analysis and Expert Statement of the INTERLIVE Network. Sports Med 2022; 52:1577-1597. [PMID: 35072942 PMCID: PMC9213394 DOI: 10.1007/s40279-021-01639-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2021] [Indexed: 11/27/2022]
Abstract
Background Technological advances have recently made possible the estimation of maximal oxygen consumption (VO2max) by consumer wearables. However, the validity of such estimations has not been systematically summarized using meta-analytic methods and there are no standards guiding the validation protocols. Objective The aim was to (1) quantitatively summarize previous studies investigating the validity of the VO2max estimated by consumer wearables and (2) provide best-practice recommendations for future validation studies. Methods First, we conducted a systematic review and meta-analysis of studies validating the estimation of VO2max by wearables. Second, based on the state of knowledge (derived from the systematic review) combined with the expert discussion between the members of the Towards Intelligent Health and Well-Being Network of Physical Activity Assessment (INTERLIVE) consortium, we provided a set of best-practice recommendations for validation protocols. Results Fourteen validation studies were included in the systematic review and meta-analysis. Meta-analysis results revealed that wearables using resting condition information in their algorithms significantly overestimated VO2max (bias 2.17 ml·kg−1·min−1; limits of agreement − 13.07 to 17.41 ml·kg−1·min−1), while devices using exercise-based information in their algorithms showed a lower systematic and random error (bias − 0.09 ml·kg−1·min−1; limits of agreement − 9.92 to 9.74 ml·kg−1·min−1). The INTERLIVE consortium proposed six key domains to be considered for validating wearable devices estimating VO2max, concerning the following: the target population, reference standard, index measure, testing conditions, data processing, and statistical analysis. Conclusions Our meta-analysis suggests that the estimations of VO2max by wearables that use exercise-based algorithms provide higher accuracy than those based on resting conditions. The exercise-based estimation seems to be optimal for measuring VO2max at the population level, yet the estimation error at the individual level is large, and, therefore, for sport/clinical purposes these methods still need improvement. The INTERLIVE network hereby provides best-practice recommendations to be used in future protocols to move towards a more accurate, transparent and comparable validation of VO2max derived from wearables. PROSPERO ID CRD42021246192. Supplementary Information The online version contains supplementary material available at 10.1007/s40279-021-01639-y.
Collapse
Affiliation(s)
- Pablo Molina-Garcia
- PROFITH (PROmoting FITness and Health Through Physical Activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar s/n, 18071, Granada, Spain. .,Physical Medicine and Rehabilitation Service, Biohealth Research Institute, Virgen de Las Nieves University Hospital, Jaén Street, s/n, 18013, Granada, Spain.
| | - Hannah L Notbohm
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany
| | - Moritz Schumann
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany.,Department of Physical Education, Exercise Translational Medicine Centre, The Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Shanghai Jiao Tong University, Shanghai, China
| | - Rob Argent
- Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland.,School of Public Health, Physiotherapy and Sport Science, University College Dublin, Dublin, Ireland.,School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Megan Hetherington-Rauth
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universida de de Lisboa, Lisbon, Portugal
| | - Julie Stang
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Wilhelm Bloch
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany
| | - Sulin Cheng
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany.,Department of Physical Education, Exercise Translational Medicine Centre, The Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Shanghai Jiao Tong University, Shanghai, China
| | - Ulf Ekelund
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Luis B Sardinha
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universida de de Lisboa, Lisbon, Portugal
| | - Brian Caulfield
- Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland.,School of Public Health, Physiotherapy and Sport Science, University College Dublin, Dublin, Ireland
| | - Jan Christian Brønd
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense M, Denmark
| | - Anders Grøntved
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense M, Denmark
| | - Francisco B Ortega
- PROFITH (PROmoting FITness and Health Through Physical Activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar s/n, 18071, Granada, Spain. .,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyvaskyla, Finland. .,Department of Bioscience and Nutrition, Karolinska Institutet, Huddinge, Sweden.
| |
Collapse
|
11
|
Argent R, Hetherington-Rauth M, Stang J, Tarp J, Ortega FB, Molina-Garcia P, Schumann M, Bloch W, Cheng S, Grøntved A, Brønd JC, Ekelund U, Sardinha LB, Caulfield B. Recommendations for Determining the Validity of Consumer Wearables and Smartphones for the Estimation of Energy Expenditure: Expert Statement and Checklist of the INTERLIVE Network. Sports Med 2022; 52:1817-1832. [PMID: 35260991 PMCID: PMC9325806 DOI: 10.1007/s40279-022-01665-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2022] [Indexed: 01/22/2023]
Abstract
BACKGROUND Consumer wearables and smartphone devices commonly offer an estimate of energy expenditure (EE) to assist in the objective monitoring of physical activity to the general population. Alongside consumers, healthcare professionals and researchers are seeking to utilise these devices for the monitoring of training and improving human health. However, the methods of validation and reporting of EE estimation in these devices lacks rigour, negatively impacting on the ability to make comparisons between devices and provide transparent accuracy. OBJECTIVES The Towards Intelligent Health and Well-Being Network of Physical Activity Assessment (INTERLIVE) is a joint European initiative of six universities and one industrial partner. The network was founded in 2019 and strives towards developing best-practice recommendations for evaluating the validity of consumer wearables and smartphones. This expert statement presents a best-practice validation protocol for consumer wearables and smartphones in the estimation of EE. METHODS The recommendations were developed through (1) a systematic literature review; (2) an unstructured review of the wider literature discussing the potential factors that may introduce bias during validation studies; and (3) evidence-informed expert opinions from members of the INTERLIVE network. RESULTS The systematic literature review process identified 1645 potential articles, of which 62 were deemed eligible for the final dataset. Based on these studies and the wider literature search, a validation framework is proposed encompassing six key domains for validation: the target population, criterion measure, index measure, testing conditions, data processing and the statistical analysis. CONCLUSIONS The INTERLIVE network recommends that the proposed protocol, and checklists provided, are used to standardise the testing and reporting of the validation of any consumer wearable or smartphone device to estimate EE. This in turn will maximise the potential utility of these technologies for clinicians, researchers, consumers, and manufacturers/developers, while ensuring transparency, comparability, and replicability in validation. TRIAL REGISTRATION PROSPERO ID: CRD42021223508.
Collapse
Affiliation(s)
- Rob Argent
- Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland ,School of Public Health, Physiotherapy and Sport Science, University College Dublin, Dublin, Ireland ,School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Megan Hetherington-Rauth
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal
| | - Julie Stang
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Jakob Tarp
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Francisco B. Ortega
- PROFITH (PROmoting FITness and Health Through Physical Activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain ,Department of Bioscience and Nutrition, Karolinska Institutet, Solna, Sweden
| | - Pablo Molina-Garcia
- PROFITH (PROmoting FITness and Health Through Physical Activity) Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Moritz Schumann
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany ,Exercise Translational Medicine Centre, the Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Wilhelm Bloch
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany
| | - Sulin Cheng
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University, Cologne, Germany ,Exercise Translational Medicine Centre, the Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China ,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Anders Grøntved
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense M, Denmark
| | - Jan Christian Brønd
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense M, Denmark
| | - Ulf Ekelund
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Luis B. Sardinha
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal
| | - Brian Caulfield
- Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland ,School of Public Health, Physiotherapy and Sport Science, University College Dublin, Dublin, Ireland
| |
Collapse
|
12
|
Plaza-Florido A, Pérez-Prieto I, Molina-Garcia P, Radom-Aizik S, Ortega FB, Altmäe S. Corrigendum: Transcriptional and epigenetic response to sedentary behavior and physical activity in children and adolescents: A systematic review. Front Pediatr 2022; 10:993123. [PMID: 36034567 PMCID: PMC9400653 DOI: 10.3389/fped.2022.993123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 07/18/2022] [Indexed: 11/24/2022] Open
Abstract
[This corrects the article DOI: 10.3389/fped.2022.917152.].
Collapse
Affiliation(s)
- Abel Plaza-Florido
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Inmaculada Pérez-Prieto
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain
| | - Pablo Molina-Garcia
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.,Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
| | - Shlomit Radom-Aizik
- Pediatric Exercise and Genomics Research Center, UC Irvine School of Medicine, Irvine, CA, United States
| | - Francisco B Ortega
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Signe Altmäe
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.,Division of Obstetrics and Gynecology, CLINTEC, Karolinska Institutet, Stockholm, Sweden.,Competence Centre on Health Technologies, Tartu, Estonia
| |
Collapse
|
13
|
Prieto-Moreno R, Estévez-López F, Molina-Garcia P, Mora-Traverso M, Deschamps K, Claeys K, de Buyser J, Ariza-Vega P. ActiveHip+: A feasible mHealth system for the recovery of older adults after hip surgery during the COVID-19 pandemic. Digit Health 2022; 8:20552076221139694. [PMID: 36420319 PMCID: PMC9677169 DOI: 10.1177/20552076221139694] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/01/2022] [Indexed: 08/03/2023] Open
Abstract
OBJECTIVE Half of older adults undergoing hip surgery do not recover their previous functional status. mHealth is a promising tool for rehabilitating older adults after hip surgery. This study aimed to test the feasibility of the ActiveHip+ mHealth system in older adults after hip surgery. METHODS Sixty-nine older adults who had undergone hip surgery and their family caregivers were recruited from hospitals in Spain and Belgium and used the ActiveHip+ mHealth system for 12 weeks. Assessments were made during hospital stay and 3 months after surgery. Feasibility assessment included: adoption (participation proportion), usage (access to the app), satisfaction with the app (Net Promoter Score) and user perception of the quality of the app (Mobile App Rating Scale). Clinical assessment included: patient-reported outcomes, such as functional status (Functional Independence Measure) and performance-based outcomes, such as physical fitness (Short Physical Performance Battery). RESULTS The ActiveHip+ mHealth system obtained satisfactory feasibility results in both countries. In Spain, we observed 85% adoption, 64% usage, 8.86/10 in satisfaction with the app and 4.42/5 in perceived quality of the app. In Belgium, we observed 82% adoption, 84% usage, 5.16/10 in satisfaction with the app and 3.52/5 in app's perceived quality. The intervention had positive effects on levels of functional status, pain and physical fitness. CONCLUSIONS The ActiveHip+ mHealth system is a feasible tool to conduct the rehabilitation in older adults after hip surgery. Although the intervention seemed beneficial clinically, we do not recommend its implementation in clinical settings until appropriately designed randomised clinical trials confirm these results.
Collapse
Affiliation(s)
- Rafael Prieto-Moreno
- Instituto de Investigación Biosanitaria ibs.Granada, Granada, Spain
- PA-HELP “Physical Activity for HEaLth Promotion” Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Fernando Estévez-López
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Pablo Molina-Garcia
- Instituto de Investigación Biosanitaria ibs.Granada, Granada, Spain
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Marta Mora-Traverso
- Instituto de Investigación Biosanitaria ibs.Granada, Granada, Spain
- PA-HELP “Physical Activity for HEaLth Promotion” Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Kevin Deschamps
- Department of Rehabilitation Sciences, KU Leuven, Musculoskeletal Rehabilitation Research Group, Campus Brugge, Leuven, Flanders, Belgium
- Clinical Motion Analysis Laboratorium, University Hospitals Leuven, Campus Pellenberg, Leuven, Flanders, Belgium
- Division of Podiatry, Haute Ecole Leonard De Vinci, Institut D’Enseignement Supérieur Parnasse Deux-Alice, Bruxelles, Belgium
- Department of Podiatry, Artevelde University College, Gent, Belgium
| | - Kurt Claeys
- Department of Rehabilitation Sciences, KU Leuven, Musculoskeletal Rehabilitation Research Group, Campus Brugge, Leuven, Flanders, Belgium
| | - Janou de Buyser
- Department of Rehabilitation Sciences, KU Leuven, Musculoskeletal Rehabilitation Research Group, Campus Brugge, Leuven, Flanders, Belgium
| | - Patrocinio Ariza-Vega
- Instituto de Investigación Biosanitaria ibs.Granada, Granada, Spain
- PA-HELP “Physical Activity for HEaLth Promotion” Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
- Department of Physiotherapy, Faculty of Health Science, University of Granada, Granada, Spain
| |
Collapse
|
14
|
Plaza-Florido A, Pérez-Prieto I, Molina-Garcia P, Radom-Aizik S, Ortega FB, Altmäe S. Transcriptional and Epigenetic Response to Sedentary Behavior and Physical Activity in Children and Adolescents: A Systematic Review. Front Pediatr 2022; 10:917152. [PMID: 35813370 PMCID: PMC9263076 DOI: 10.3389/fped.2022.917152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 06/02/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The links of sedentary behavior and physical activity with health outcomes in children and adolescents is well known. However, the molecular mechanisms involved are poorly understood. We aimed to synthesize the current knowledge of the association of sedentary behavior and physical activity (acute and chronic effects) with gene expression and epigenetic modifications in children and adolescents. METHODS PubMed, Web of Science, and Scopus databases were systematically searched until April 2022. A total of 15 articles were eligible for this review. The risk of bias assessment was performed using the Joanna Briggs Institute Critical Appraisal Tool for Systematic Reviews and/or a modified version of the Downs and Black checklist. RESULTS Thirteen studies used candidate gene approach, while only 2 studies performed high-throughput analyses. The candidate genes significantly linked to sedentary behavior or physical activity were: FOXP3, HSD11B2, IL-10, TNF-α, ADRB2, VEGF, HSP70, SOX, and GPX. Non-coding Ribonucleic acids (RNAs) regulated by sedentary behavior or physical activity were: miRNA-222, miRNA-146a, miRNA-16, miRNA-126, miR-320a, and long non-coding RNA MALAT1. These molecules are involved in inflammation, immune function, angiogenic process, and cardiovascular disease. Transcriptomics analyses detected thousands of genes that were altered following an acute bout of physical activity and are linked to gene pathways related to immune function, apoptosis, and metabolic diseases. CONCLUSION The evidence found to date is rather limited. Multidisciplinary studies are essential to characterize the molecular mechanisms in response to sedentary behavior and physical activity in the pediatric population. Larger cohorts and randomized controlled trials, in combination with multi-omics analyses, may provide the necessary data to bring the field forward. SYSTEMATIC REVIEW REGISTRATION [www.ClinicalTrials.gov], identifier [CRD42021235431].
Collapse
Affiliation(s)
- Abel Plaza-Florido
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Inmaculada Pérez-Prieto
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain
| | - Pablo Molina-Garcia
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.Granada), Physical Medicine and Rehabilitation Service, Virgen de las Nieves University Hospital, Granada, Spain
| | - Shlomit Radom-Aizik
- Pediatric Exercise and Genomics Research Center, UC Irvine School of Medicine, Irvine, CA, United States
| | - Francisco B Ortega
- Department of Physical and Sports Education, Faculty of Sport Sciences, PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Signe Altmäe
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, Spain.,Instituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.,Division of Obstetrics and Gynecology, CLINTEC, Karolinska Institutet, Stockholm, Sweden.,Competence Centre on Health Technologies, Tartu, Estonia
| |
Collapse
|
15
|
Torres-Lopez LV, Cadenas-Sanchez C, Migueles JH, Esteban-Cornejo I, Molina-Garcia P, H. Hillman C, Catena A, Ortega FB. Does sleep-disordered breathing add to impairments in academic performance and brain structure usually observed in children with overweight/obesity? Eur J Pediatr 2022; 181:2055-2065. [PMID: 35142932 PMCID: PMC9056447 DOI: 10.1007/s00431-022-04403-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 01/26/2022] [Accepted: 01/29/2022] [Indexed: 12/01/2022]
Abstract
UNLABELLED Approximately 4-11% of children suffer from sleep-disordered breathing (SDB), and children with obesity are at increased risk. Both obesity and SDB have been separately associated with poorer brain health, yet whether SDB severity affects brain health in children with obesity remains unanswered. This study aimed to examine associations of SDB severity with academic performance and brain structure (i.e., total brain and gray and white matter volumes and gray matter volume in the hippocampus) in children with overweight/obesity. One hundred nine children aged 8-12 years with overweight/obesity were included. SDB severity and its subscales (i.e., snoring, daytime sleepiness, and inattention/hyperactivity) were evaluated via the Pediatric Sleep Questionnaire (PSQ), and academic performance was evaluated with the Woodcock-Muñoz standardized test and school grades. Brain structure was assessed by magnetic resonance imaging. SDB severity was not associated with academic performance measured by the standardized test (all |β|> 0.160, P > 0.076), yet it was associated with the school grade point average (β = -0.226, P = 0.007) and natural and social science grades (β = -0.269, P = 0.024). Intention/hyperactivity seemed to drive these associations. No associations were found between SDB severity and the remaining school grades (all β < -0.188, P > 0.065) or brain volumes (all P > 0.05). CONCLUSION Our study shows that SDB severity was associated with lower school grades, yet it was not associated with the standardized measurement of academic performance or with brain volumes in children with overweight/obesity. SDB severity may add to academic problems in children beyond the effects contributed by overweight/obesity status alone. WHAT IS KNOWN • Sleep-disordered breathing (SDB) may affect brain structure and academic performance in children. • Children with overweight/obesity are at higher risk for the development of SDB, yet the comorbid obesity-SDB relationship with brain health has not been investigated thus far. WHAT IS NEW • To our knowledge, this is the first study examining the associations of comorbid obesity-SDB severity with brain volumes and academic performance in children. • SDB symptoms may adversely affect academic performance at school in children with overweight/obesity, beyond the effects of weight status alone.
Collapse
Affiliation(s)
- Lucia V. Torres-Lopez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain ,Institute for Innovation and Sustainable Development in the Food Chain (IS-FOOD), Public University of Navarra, Pamplona, Spain
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain ,Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden ,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, 14183 Sweden
| | - Irene Esteban-Cornejo
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain
| | - Charles H. Hillman
- Center for Cognitive and Brain Health, Department of Psychology, Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA USA
| | - Andres Catena
- School of Psychology, University of Granada, Granada, Spain
| | - Francisco B. Ortega
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, 18011 Spain ,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, 14183 Sweden ,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| |
Collapse
|
16
|
Molina-Garcia P, Miranda-Aparicio D, Ubago-Guisado E, Alvarez-Bueno C, Vanrenterghem J, Ortega FB. The Impact of Childhood Obesity on Joint Alignment: A Systematic Review and Meta-Analysis. Phys Ther 2021; 101:6134724. [PMID: 33580953 DOI: 10.1093/ptj/pzab066] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/08/2020] [Accepted: 12/31/2020] [Indexed: 12/14/2022]
Abstract
OBJECTIVE It has been suggested that overweight/obesity (OW/OB) impairs the normal alignment of children and adolescents' musculoskeletal system. However, to date, no study has systematically reviewed or quantified the effect of OW/OB on the development of joint malalignments in children and adolescents. The purpose of this study was to systematically review the association between OW/OB and joint alignment in children and adolescents and to quantify the evidence on whether children and adolescents with OW/OB have a higher risk of developing joint malalignments than their peers of normal weight. METHODS PubMed and Web of Science databases were systematically searched from inception to March 9, 2020. Studies investigating the association between OW/OB and joint alignment in children and adolescents were selected. Nonoriginal articles, participants with movement pattern diseases, and adolescents studied while pregnant were excluded. Two independent reviewers conducted the study selection and data extraction. Qualitative synthesis of evidence and random effect meta-analyses (risk ratio [RR]) were performed. RESULTS Seventy-three studies (5 longitudinal and 68 cross-sectional) met the inclusion criteria involving 1,757,107 children and adolescents. There was consistent evidence supporting associations of OW/OB with rounded shoulder, lumbar hyperlordosis, genu valgum, and flatfoot. Our meta-analysis showed that children and adolescents with OW/OB had a significantly higher risk of lumbar hyperlordosis (RR = 1.41), genu valgum (RR = 5.92), flatfoot (RR = 1.49), and any joint malalignment (RR = 1.68) when compared with their peers of normal weight. The presence of genu valgum and flatfoot were the most robust results. CONCLUSION Based on these findings, OW/OB is associated with the presence of joint malalignments in children and adolescents. IMPACT This is the first study that has systematically reviewed the effect of OW/OB on the development of joint malalignments in children and adolescents.
Collapse
Affiliation(s)
- Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Rehabilitation Sciences, KU Leuven-University of Leuven, Belgium
| | - Damian Miranda-Aparicio
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Esther Ubago-Guisado
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Celia Alvarez-Bueno
- Universidad de Castilla-La Mancha, Health and Social Research Center, Cuenca, Spain.,Universidad Politécnica y Artística del Paraguay, Asunción, Paraguay
| | - Jos Vanrenterghem
- Department of Rehabilitation Sciences, KU Leuven-University of Leuven, Belgium
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institute, Sweden
| |
Collapse
|
17
|
Dygrýn J, Medrano M, Molina-Garcia P, Rubín L, Jakubec L, Janda D, Gába A. Associations of novel 24-h accelerometer-derived metrics with adiposity in children and adolescents. Environ Health Prev Med 2021; 26:66. [PMID: 34118885 PMCID: PMC8199825 DOI: 10.1186/s12199-021-00987-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 06/01/2021] [Indexed: 12/14/2022] Open
Abstract
Background Further research is required to explore the associations between 24-h movement behaviours and health outcomes in the paediatric population. Therefore, this study aimed to examine the associations between novel data-driven 24-h activity metrics and adiposity among children and adolescents. Methods The sample included 382 children (8–13 years) and 338 adolescents (14–18 years). The average acceleration (AvAcc) of activity, intensity gradient (IG), and metrics representing the initial acceleration for the most active time periods of the 24-h cycle were calculated from raw acceleration data. Adiposity measures included body mass index z-score, fat mass percentage (FM%), and visceral adipose tissue (VAT). Data analysis was performed using multiple linear regression adjusted for wear time, sex, maternal education level, and maternal overweight and obesity. Results Children demonstrated higher values in all 24-h activity metrics than did adolescents (p < 0.001 for all). For children, the initial acceleration for the most active 2, 5, 15, and 30 min of the 24-h cycle were negatively associated with FM% (p ≤ 0.043 for all) and VAT (p <0.001 for all), respectively. For adolescents, the IG was negatively associated with FM% (p = 0.002) and VAT (p = 0.007). Moreover, initial acceleration for the most active 2, 5, 15, 30, 60, and 120 min were associated with FM% (p ≤ 0.007 for all) and with VAT (p ≤ 0.023 for all). Conclusions The intensity distribution of activity and initial acceleration for the most active 2, 5, 15, 30, 60, and 120 min within the 24-h cycle are beneficial for the prevention of excess adiposity in the paediatric population.
Collapse
Affiliation(s)
- Jan Dygrýn
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic
| | - María Medrano
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic
| | - Pablo Molina-Garcia
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic
| | - Lukáš Rubín
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic.,Faculty of Science, Humanities and Education, Technical University of Liberec, Liberec, Czech Republic
| | - Lukáš Jakubec
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic
| | - David Janda
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic
| | - Aleš Gába
- Faculty of Physical Culture, Palacký University Olomouc, třída Míru 117, 771 11, Olomouc, Czech Republic.
| |
Collapse
|
18
|
Mühlen JM, Stang J, Lykke Skovgaard E, Judice PB, Molina-Garcia P, Johnston W, Sardinha LB, Ortega FB, Caulfield B, Bloch W, Cheng S, Ekelund U, Brønd JC, Grøntved A, Schumann M. Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network. Br J Sports Med 2021; 55:767-779. [PMID: 33397674 PMCID: PMC8273688 DOI: 10.1136/bjsports-2020-103148] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2020] [Indexed: 01/06/2023]
Abstract
Assessing vital signs such as heart rate (HR) by wearable devices in a lifestyle-related environment provides widespread opportunities for public health related research and applications. Commonly, consumer wearable devices assessing HR are based on photoplethysmography (PPG), where HR is determined by absorption and reflection of emitted light by the blood. However, methodological differences and shortcomings in the validation process hamper the comparability of the validity of various wearable devices assessing HR. Towards Intelligent Health and Well-Being: Network of Physical Activity Assessment (INTERLIVE) is a joint European initiative of six universities and one industrial partner. The consortium was founded in 2019 and strives towards developing best-practice recommendations for evaluating the validity of consumer wearables and smartphones. This expert statement presents a best-practice validation protocol for consumer wearables assessing HR by PPG. The recommendations were developed through the following multi-stage process: (1) a systematic literature review based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, (2) an unstructured review of the wider literature pertaining to factors that may introduce bias during the validation of these devices and (3) evidence-informed expert opinions of the INTERLIVE Network. A total of 44 articles were deemed eligible and retrieved through our systematic literature review. Based on these studies, a wider literature review and our evidence-informed expert opinions, we propose a validation framework with standardised recommendations using six domains: considerations for the target population, criterion measure, index measure, testing conditions, data processing and the statistical analysis. As such, this paper presents recommendations to standardise the validity testing and reporting of PPG-based HR wearables used by consumers. Moreover, checklists are provided to guide the validation protocol development and reporting. This will ensure that manufacturers, consumers, healthcare providers and researchers use wearables safely and to its full potential.
Collapse
Affiliation(s)
- Jan M Mühlen
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University Cologne, Cologne, Germany
| | - Julie Stang
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Esben Lykke Skovgaard
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense, Denmark
| | - Pedro B Judice
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal.,CIDEFES - Centro de Investigação em Desporto, Educação Física e Exercício e Saúde, Universidade Lusófona, Lisboa, Portugal
| | - Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - William Johnston
- SFI Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland.,School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Luís B Sardinha
- Exercise and Health Laboratory, CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Cruz-Quebrada Dafundo, Portugal
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institute, Stockholm, Sweden
| | - Brian Caulfield
- SFI Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland.,School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Wilhelm Bloch
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University Cologne, Cologne, Germany
| | - Sulin Cheng
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University Cologne, Cologne, Germany.,Exercise Translational Medicine Centre, the Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Ulf Ekelund
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Jan Christian Brønd
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense, Denmark
| | - Anders Grøntved
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, Odense, Denmark
| | - Moritz Schumann
- Institute of Cardiovascular Research and Sports Medicine, Department of Molecular and Cellular Sports Medicine, German Sport University Cologne, Cologne, Germany .,Exercise Translational Medicine Centre, the Key Laboratory of Systems Biomedicine, Ministry of Education, and Exercise, Health and Technology Centre, Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|
19
|
Mora-Gonzalez J, Esteban-Cornejo I, Migueles JH, Rodriguez-Ayllon M, Molina-Garcia P, Cadenas-Sanchez C, Solis-Urra P, Plaza-Florido A, Kramer AF, Erickson KI, Hillman CH, Catena A, Ortega FB. Physical fitness and brain source localization during a working memory task in children with overweight/obesity: The ActiveBrains project. Dev Sci 2020; 24:e13048. [PMID: 33037758 DOI: 10.1111/desc.13048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 06/02/2020] [Accepted: 10/05/2020] [Indexed: 11/26/2022]
Abstract
The present study aims (i) to examine the association of physical fitness components (i.e., cardiorespiratory fitness, speed-agility, and muscular fitness) with brain current source density during working memory; and (ii) to examine whether fitness-related current density was associated to working memory performance and academic achievement. Eighty-five children with overweight/obesity aged 8-11 years participated in this cross-sectional study. Physical fitness components were assessed using the ALPHA test battery. Electroencephalography recordings were performed during a Delayed Non-Match-to-Sample task that assessed working memory. Brain source analysis was carried out using sLORETA to estimate regional current source density differences between high and low (H-L) working memory loads. Academic achievement was measured by the Spanish version of the Woodcock-Johnson III test battery. The main results showed that higher cardiorespiratory fitness was associated with higher H-L current density differences in frontal, limbic, and occipital regions during encoding and maintenance task's phases (β≥0.412, p ≤ 0.019). A limbic area was further related to better working memory performance (β=0.267, p = 0.005). During retrieval, higher cardiorespiratory fitness was also associated with higher current density in temporal regions (β=0.265, p = 0.013), whereas lower muscular fitness was associated with higher current density in frontal regions (β=-0.261, p = 0.016). Our results suggest that cardiorespiratory fitness, but not speed-agility nor muscular fitness, is positively associated with brain current source density during working memory processes in children with overweight/obesity. Fitness-related current density differences in limbic regions were associated with better working memory.
Collapse
Affiliation(s)
- Jose Mora-Gonzalez
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC, USA
| | - Irene Esteban-Cornejo
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Jairo H Migueles
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - María Rodriguez-Ayllon
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - Cristina Cadenas-Sanchez
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,Institute for Innovation & Sustainable Development in Food Chain (IS-FOOD), Public University of Navarra, Pamplona, Spain
| | - Patricio Solis-Urra
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,IRyS Research Group, School of Physical Education, Pontificia Universidad Católica de Valparaiso, Valparaiso, Chile
| | - Abel Plaza-Florido
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Arthur F Kramer
- Department of Psychology, Northeastern University, Boston, MA, USA.,Beckman Institute, University of Illinois at Urbana-Champaign, Champaign, IL, USA
| | - Kirk I Erickson
- Department of Psychology, University of Pittsburgh, Sennott Square, Pittsburgh, PA, USA
| | - Charles H Hillman
- Department of Psychology, Northeastern University, Boston, MA, USA.,Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, MA, USA
| | - Andrés Catena
- Department of Experimental Psychology, Mind, Brain and Behaviour Research Centre (CIMCYC), University of Granada, Granada, Spain
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain
| |
Collapse
|
20
|
Molina-Garcia P, Miranda-Aparicio D, Molina-Molina A, Plaza-Florido A, Migueles JH, Mora-Gonzalez J, Cadenas-Sanchez C, Esteban-Cornejo I, Rodriguez-Ayllon M, Solis-Urra P, Vanrenterghem J, Ortega FB. Effects of Exercise on Plantar Pressure during Walking in Children with Overweight/Obesity. Med Sci Sports Exerc 2020; 52:654-662. [PMID: 31524828 DOI: 10.1249/mss.0000000000002157] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
PURPOSE To investigate the effect of a 13-wk exercise program, based on "movement quality" and "multigames" work, on plantar pressure during walking in children with overweight/obesity (OW/OB). METHOD Seventy children (10.8 ± 1.2 yr, 58.5% girls) with OW/OB, as defined by the World Obesity Federation, were assigned to either a 13-wk exercise program (intervention group [EG]; n = 39), or to a usual lifestyle control group (CG) (n = 31). Children underwent assessments of basic anthropometry (weight and height) and plantar pressure during walking before and after the intervention period, recording plantar surface area (cm), maximum force (N), and force-time integrals (N·s). RESULTS After the 13-wk intervention period, the EG participants showed no significant change in total plantar surface area, while the CG participants experienced an increase in this variable (small effect size, -2.5 SD; P = 0.015). Compared with the GC participants, the EG participants showed a greater increase in the maximum force supported beneath the forefoot during walking at the end of the intervention period (small effect size, 0.33 SD; P = 0.012), specifically under the lateral and medial forefoot (both P < 0.05). Force-time changed similarly in both groups by the end of the intervention period (all regions P > 0.05). CONCLUSIONS These results suggest the exercise program led to positive structural and functional changes in plantar pressure during walking. The increase in maximum force supported by the forefoot in the EG children might indicate a change toward a more normal foot rollover pattern and a more adult gait.
Collapse
Affiliation(s)
| | - Damian Miranda-Aparicio
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | - Alejandro Molina-Molina
- Research Group CTS-545 ERGOLAB "Sport Physical Activity and Ergonomy to Life Quality," Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, SPAIN
| | - Abel Plaza-Florido
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | - Jairo H Migueles
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | - Jose Mora-Gonzalez
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | - Cristina Cadenas-Sanchez
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | | | - Maria Rodriguez-Ayllon
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, SPAIN
| | | | - Jos Vanrenterghem
- Department of Rehabilitation Sciences, KU Leuven-University of Leuven, BELGIUM
| | | |
Collapse
|
21
|
Rodriguez-Ayllon M, Esteban-Cornejo I, Verdejo-Román J, Muetzel RL, Mora-Gonzalez J, Cadenas-Sanchez C, Plaza-Florido A, Molina-Garcia P, Kramer AF, Catena A, Ortega FB. Physical fitness and white matter microstructure in children with overweight or obesity: the ActiveBrains project. Sci Rep 2020; 10:12469. [PMID: 32719329 PMCID: PMC7385257 DOI: 10.1038/s41598-020-67996-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 06/04/2020] [Indexed: 11/23/2022] Open
Abstract
Recent studies investigated the association of cardiorespiratory fitness with white matter microstructure in children, yet little work has explored to what extent other components of physical fitness (i.e., muscular or motor fitness) are associated with white matter microstructure. Indeed, this association has not been previously explored in children with overweight/obesity who present a different white matter development. Therefore, we aimed to examine associations between physical fitness components and white matter microstructure in children with overweight/obesity. In total, 104 (10.04 ± 1.15 years old; 43 girls) children were included in this cross-sectional study. Physical fitness was assessed using the ALPHA-fitness test battery. Fractional anisotropy (FA) and mean diffusivity were derived from diffusion tensor imaging (DTI). No association was found between physical fitness and global DTI metrics (all P > 0.082). Within individual tracts, all associations became non-significant when analyses were adjusted for multiple comparisons. Using the voxel-wise approach, we identified a small cluster in the left lateral frontal lobe where children with greater upper-body muscular fitness showed higher FA (PFWE-corrected = 0.042). Although our results cannot conclude physical fitness is related to white matter microstructure in children with overweight/obesity; those findings indicate that the association of muscular fitness with white matter microstructure might be more focal on frontal areas of the brain, as opposed to global differences.
Collapse
Affiliation(s)
- M Rodriguez-Ayllon
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain.
| | - I Esteban-Cornejo
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain
| | - J Verdejo-Román
- The Brain, Mind and Behavior Research Center, University of Granada (CIMCYC-UGR), Granada, Spain.,Laboratory of Cognitive and Computational Neuroscience (UCM-UPM), Centre for Biomedical Technology (CTB), Madrid, Spain
| | - R L Muetzel
- Department of Child and Adolescent Psychiatry, Erasmus MC - Sophia Children's Hospital, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - J Mora-Gonzalez
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain.,College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC, USA
| | - C Cadenas-Sanchez
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain.,MOVE-IT Research Group and Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Cádiz, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain
| | - A Plaza-Florido
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain
| | - P Molina-Garcia
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain
| | - A F Kramer
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA.,Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - A Catena
- The Brain, Mind and Behavior Research Center, University of Granada (CIMCYC-UGR), Granada, Spain.,Department of Clinical Psychology, University of Granada, Granada, Spain
| | - F B Ortega
- PROFITH "Promoting Fitness and Health Through Physical Activity" Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Carretera de Alfacar, s/n, 18071, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institutet, Group MLO, 14183, Huddinge, Sweden
| |
Collapse
|
22
|
Molina-Garcia P, Mora-Gonzalez J, Migueles JH, Rodriguez-Ayllon M, Esteban-Cornejo I, Cadenas-Sanchez C, Plaza-Florido A, Gil-Cosano JJ, Pelaez-Perez MA, Garcia-Delgado G, Vanrenterghem J, Ortega FB. Effects of Exercise on Body Posture, Functional Movement, and Physical Fitness in Children With Overweight/Obesity. J Strength Cond Res 2020; 34:2146-2155. [DOI: 10.1519/jsc.0000000000003655] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
23
|
Torres-Lopez LV, Cadenas-Sanchez C, Migueles JH, Adelantado-Renau M, Plaza-Florido A, Solis-Urra P, Molina-Garcia P, Ortega FB. Associations of Sedentary Behaviour, Physical Activity, Cardiorespiratory Fitness and Body Composition with Risk of Sleep-Related Breathing Disorders in Children with Overweight/Obesity: A Cross-Sectional Study. J Clin Med 2020; 9:jcm9051544. [PMID: 32443799 PMCID: PMC7291123 DOI: 10.3390/jcm9051544] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/15/2020] [Accepted: 05/17/2020] [Indexed: 12/15/2022] Open
Abstract
The aim of this study was to examine the associations of sedentary behaviour, physical activity, cardiorespiratory fitness (CRF), and body composition parameters with risk of sleep-related breathing disorders (SRBD) in children with overweight/obesity. One-hundred and nine children (10.0 ± 1.1 years old, 45 girls) with overweight (n = 27) and obesity (n = 82) were included. Television viewing time was self-reported by using the Spanish adaptation of the "Youth Activity Profile" (YAP) questionnaire. Sedentary time and physical activity were measured with accelerometry. CRF was assessed with the 20-m shuttle-run test and body composition parameters with Dual-energy X-ray absorptiometry. SRBD were evaluated by using the Spanish version of the Pediatric Sleep Questionnaire. Television viewing time was positively associated with risk of SRBD (r = 0.222, p = 0.021). CRF was negatively correlated with risk of SRBD (r = -0.210, p = 0.030). Body composition parameters were positively associated with risk of SRBD (all p < 0.05), except fat mass index. Stepwise regression analyses showed that body mass index (BMI) explained the largest proportion of the variance in SRBD (r2 = 0.063, p = 0.01) and television viewing time was the only one added after BMI (r2 change = 0.048, p = 0.022). This study supports the notion that higher body weight status negatively influences risk of SRBD and adds that unhealthy behaviours could contribute to worsen SRBD, related to an increased risk of cardiovascular diseases. All the significant association observed in this manuscript were of small magnitude, indicating than other factors in addition to the one hereby studied contribute to explain the variance in SRBD.
Collapse
Affiliation(s)
- Lucia V. Torres-Lopez
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
- Correspondence:
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
- MOVE-IT research group, Department of Physical Education, Faculty of Education Sciences, University of Cádiz, 11519 Cádiz, Spain
- Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Puerta del Mar University Hospital, University of Cádiz, 11009 Cádiz, Spain
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
| | | | - Abel Plaza-Florido
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
| | - Patricio Solis-Urra
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
- IRyS Research Group, School of Physical Education, Pontificia Universidad Católica de Valparaíso, Valparaíso 2374631, Chile
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, 3000 Leuven, Belgium
| | - Francisco B. Ortega
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (C.C.-S.); (J.H.M.); (A.P.-F.); (P.S.-U.); (P.M.-G.); (F.B.O.)
- Department of Biosciences and Nutrition, Karolinska Institutet, 14183 Huddinge, Sweden
| |
Collapse
|
24
|
Migueles JH, Cadenas-Sanchez C, Aguiar EJ, Molina-Garcia P, Solis-Urra P, Mora-Gonzalez J, García-Mármol E, Shiroma EJ, Labayen I, Chillón P, Löf M, Tudor-Locke C, Ortega FB. Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study. JMIR Mhealth Uhealth 2020; 8:e14841. [PMID: 32343251 PMCID: PMC7218606 DOI: 10.2196/14841] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 11/06/2019] [Accepted: 12/16/2019] [Indexed: 11/14/2022] Open
Abstract
Background Best-practice early interventions to increase physical activity (PA) in children with overweight and obesity should be both feasible and evidence based. Walking is a basic human movement pattern that is practical, cost-effective, and does not require complex movement skills. However, there is still a need to investigate how much walking—as a proportion of total PA level—is performed by children who are overweight and obese in order to determine its utility as a public health strategy. Objective This study aimed to (1) investigate the proportion of overall PA indicators that are explained by step-based metrics and (2) study step accumulation patterns relative to achievement of public health recommendations in children who are overweight and obese. Methods A total of 105 overweight and obese children (mean 10.1 years of age [SD 1.1]; 43 girls) wore hip-worn accelerometers for 7 days. PA volumes were derived using the daily average of counts per 15 seconds, categorized using standard cut points for light-moderate-vigorous PA (LMVPA) and moderate-to-vigorous PA (MVPA). Derived step-based metrics included volume (steps/day), time in cadence bands, and peak 1-minute, 30-minute, and 60-minute cadences. Results Steps per day explained 66%, 40%, and 74% of variance for counts per 15 seconds, LMVPA, and MVPA, respectively. The variance explained was increased up to 80%, 92%, and 77% by including specific cadence bands and peak cadences. Children meeting the World Health Organization recommendation of 60 minutes per day of MVPA spent less time at zero cadence and more time in cadence bands representing sporadic movement to brisk walking (ie, 20-119 steps/min) than their less-active peers. Conclusions Step-based metrics, including steps per day and various cadence-based metrics, seem to capture a large proportion of PA for children who are overweight and obese. Given the availability of pedometers, step-based metrics could be useful in discriminating between those children who do or do not achieve MVPA recommendations. Trial Registration ClinicalTrials.gov NCT02295072; https://clinicaltrials.gov/ct2/show/NCT02295072
Collapse
Affiliation(s)
- Jairo H Migueles
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Elroy J Aguiar
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA, United States
| | - Pablo Molina-Garcia
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Rehabilitation Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Patricio Solis-Urra
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,IRyS (Investigación en Rendimiento Y Salud) Research Group, School of Physical Education, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
| | - Jose Mora-Gonzalez
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Eduardo García-Mármol
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Eric J Shiroma
- Laboratory of Epidemiology and Population Science, National Institute on Aging, National Institutes of Health, Bethesda, MD, United States
| | - Idoia Labayen
- Institute for Innovation and Sustainable Development in the Food Chain (IS-FOOD), Public University of Navarra, Pamplona, Spain
| | - Palma Chillón
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Marie Löf
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.,Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Catrine Tudor-Locke
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA, United States
| | - Francisco B Ortega
- PROFITH (PROmoting FITness and Health through physical activity) Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| |
Collapse
|
25
|
Alcantara JMA, Plaza-Florido A, Amaro-Gahete FJ, Acosta FM, Migueles JH, Molina-Garcia P, Sacha J, Sanchez-Delgado G, Martinez-Tellez B. Impact of Using Different Levels of Threshold-Based Artefact Correction on the Quantification of Heart Rate Variability in Three Independent Human Cohorts. J Clin Med 2020; 9:jcm9020325. [PMID: 31979367 PMCID: PMC7074236 DOI: 10.3390/jcm9020325] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 01/20/2020] [Accepted: 01/21/2020] [Indexed: 11/16/2022] Open
Abstract
Heart rate variability (HRV) is a non-invasive indicator of autonomic nervous system function. HRV recordings show artefacts due to technical and/or biological issues. The Kubios software is one of the most used software to process HRV recordings, offering different levels of threshold-based artefact correction (i.e., Kubios filters). The aim of the study was to analyze the impact of different Kubios filters on the quantification of HRV derived parameters from short-term recordings in three independent human cohorts. A total of 312 participants were included: 107 children with overweight/obesity (10.0 ± 1.1 years, 58% men), 132 young adults (22.2 ± 2.2 years, 33% men) and 73 middle-aged adults (53.6 ± 5.2 years, 48% men). HRV was assessed using a heart rate monitor during 10–15 min, and the Kubios software was used for HRV data processing using all the Kubios filters available (i.e., 6). Repeated-measures analysis of variance indicated significant differences in HRV derived parameters in the time-domain (all p < 0.001) across the Kubios filters in all cohorts, moreover similar results were observed in the frequency-domain. When comparing two extreme Kubios filters, these statistical differences could be clinically relevant, e.g. more than 10 ms in the standard deviation of all normal R-R intervals (SDNN). In conclusion, the results of the present study suggest that the application of different Kubios filters had a significant impact on HRV derived parameters obtained from short-term recordings in both time and frequency-domains.
Collapse
Affiliation(s)
- Juan M. A. Alcantara
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
- Correspondence: ; Tel.: +34-958-244-353
| | - Abel Plaza-Florido
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
| | - Francisco J. Amaro-Gahete
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
- EFFECTS-262 Research Group, Department of Physiology, School of Medicine, University of Granada, 18071 Granada, Spain
| | - Francisco M. Acosta
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, 3000 Leuven, Belgium
| | - Jerzy Sacha
- Faculty of Physical Education and Physiotherapy, Opole University of Technology, 45-758 Opole, Poland;
- Department of Cardiology, University Hospital in Opole, University of Opole, 45-401 Opole, Poland
| | - Guillermo Sanchez-Delgado
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (A.P.-F.); (F.J.A.-G.); (F.M.A.); (J.H.M.); (P.M.-G.); (G.S.-D.)
- Pennington Biomedical Research Center, Baton Rouge, LA 70808, USA
| | - Borja Martinez-Tellez
- Department of Medicine, division of Endocrinology, and Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, 2333 Leiden, The Netherlands
| |
Collapse
|
26
|
Plaza-Florido A, Migueles JH, Mora-Gonzalez J, Molina-Garcia P, Rodriguez-Ayllon M, Cadenas-Sanchez C, Esteban-Cornejo I, Navarrete S, Maria Lozano R, Michels N, Sacha J, Ortega FB. The Role of Heart Rate on the Associations Between Body Composition and Heart Rate Variability in Children With Overweight/Obesity: The ActiveBrains Project. Front Physiol 2019; 10:895. [PMID: 31379602 PMCID: PMC6646801 DOI: 10.3389/fphys.2019.00895] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 06/27/2019] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Heart rate variability (HRV) is negatively associated with body mass index and adiposity in several populations. However, less information is available about this association in children with overweight and obesity, especially severe/morbid obesity, taking into consideration the dependence of HRV on heart rate (HR). OBJECTIVES (1) to examine associations between body composition measures and HRV, (2) to study differences in HRV between children with overweight and severe/morbid obesity; and (3) to test whether relationships and differences tested in objectives 1 and 2, respectively are explained by the dependency of HRV on HR. METHODS A total of 107 children with overweight/obesity (58% boys, 10.03 ± 1.13 years) participated in this study. Body composition measures were evaluated by Dual-energy X-ray absorptiometry (DXA). HRV parameters were measured with Polar RS800CX®. RESULTS Body composition measures were negatively associated with HRV indicators of parasympathetic activity (β values ranging from -0.207 to -0.307, all p < 0.05). Children with severe/morbid obesity presented lower HRV values with respect to children with overweight/mild obesity in HRV parameters indicators of parasympathetic activity (p = 0.035). All associations disappeared after further adjustment for HR (all p > 0.05). CONCLUSION All associations between adiposity/obesity and HRV could be explained by HR, suggesting a key confounding role of HR in HRV studies in children with weight disturbances.
Collapse
Affiliation(s)
- Abel Plaza-Florido
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jose Mora-Gonzalez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Maria Rodriguez-Ayllon
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, United States
| | - Socorro Navarrete
- Andalusian Centre of Sport Medicine (CAMD), Junta de Andalucía, Granada, Spain
| | - Rosa Maria Lozano
- Andalusian Centre of Sport Medicine (CAMD), Junta de Andalucía, Granada, Spain
| | - Nathalie Michels
- Department of Public Health, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Jerzy Sacha
- Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland
- Department of Cardiology, University Hospital, University of Opole, Opole, Poland
| | - Francisco B. Ortega
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| |
Collapse
|
27
|
Molina-Garcia P, Migueles JH, Cadenas-Sanchez C, Esteban-Cornejo I, Mora-Gonzalez J, Rodriguez-Ayllon M, Plaza-Florido A, Vanrenterghem J, Ortega FB. A systematic review on biomechanical characteristics of walking in children and adolescents with overweight/obesity: Possible implications for the development of musculoskeletal disorders. Obes Rev 2019; 20:1033-1044. [PMID: 30942558 DOI: 10.1111/obr.12848] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 02/11/2019] [Accepted: 02/18/2019] [Indexed: 12/30/2022]
Abstract
It is known that obesity is associated with biomechanical alterations during locomotor tasks, which is considered a potential risk factor for the development of musculoskeletal disorders (MSKD). However, the association of obesity with biomechanical alterations of walking in the early stages of life have not yet been systematically reviewed. Thus, this review aims to summarize the biomechanical characteristics of walking in children and adolescents with overweight/obesity (OW/OB) versus their normal-weight (NW) counterparts. PubMed and Web of Science were systematically searched until November 2018. We found strong and moderate evidence supporting biomechanical differences in the gait pattern of OW/OB with respect to NW. Based on strong evidence, the gait patterns of OW/OB present greater pelvis transversal plane motion, higher hip internal rotation, higher hip flexion, extension and abduction moments and power generation/absorption, greater knee abduction/adduction motion, and higher knee abduction/adduction moments and power generation/absorption. Based on moderate evidence, OW/OB walk with greater step width, longer stance phase, higher tibiofemoral contact forces, higher ankle plantarflexion moments and power generation, and greater gastrocnemius and soleus activation/forces. These biomechanical alterations during walking in OW/OB could play a major role in the onset and progression of MSKD.
Collapse
Affiliation(s)
- Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - Jairo H Migueles
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, Massachusetts
| | - Jose Mora-Gonzalez
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Maria Rodriguez-Ayllon
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Abel Plaza-Florido
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jos Vanrenterghem
- Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through physical activity" research group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institute, Solna, Sweden
| |
Collapse
|
28
|
Plaza-Florido A, Migueles JH, Mora-Gonzalez J, Molina-Garcia P, Rodriguez-Ayllon M, Cadenas-Sanchez C, Esteban-Cornejo I, Solis-Urra P, de Teresa C, Gutiérrez Á, Michels N, Sacha J, Ortega FB. Heart Rate Is a Better Predictor of Cardiorespiratory Fitness Than Heart Rate Variability in Overweight/Obese Children: The ActiveBrains Project. Front Physiol 2019; 10:510. [PMID: 31133870 PMCID: PMC6514130 DOI: 10.3389/fphys.2019.00510] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 04/11/2019] [Indexed: 01/01/2023] Open
Abstract
Cardiac autonomic function can be quantified through mean heart rate (HR) or heart rate variability (HRV). Numerous studies have supported the utility of different HRV parameters as indicators of cardiorespiratory fitness (CRF). However, HR has recently shown to be a stronger predictor of CRF than HRV in healthy young adults, yet these findings need to be replicated, in other age groups such as children. Therefore, this study aimed: (1) to study the associations between indicators of cardiac autonomic function (HR, standard and corrected HRV parameters) and CRF in overweight/obese children; and (2) to test which of the two indicators (i.e., HR or HRV) is a stronger predictor of CRF. This study used cross-sectional baseline data of 107 overweight/obese children (10.03 ± 1.13 years, 58% boys) from the ActiveBrains project. Cardiac autonomic indicators were measured with Polar RS800CX®. CRF was assessed using a gas analyzer while performing a maximal incremental treadmill test. Correlations and stepwise linear regressions were performed. Mean HR and standard HRV parameters (i.e., pNN50, RMSSD, and SDNN) were associated with CRF (r coefficients ranging from -0.333 to 0.268; all p ≤ 0.05). The association of HR with CRF persisted after adjusting for sex, peak height velocity (PHV), adiposity moderate-to-vigorous physical activity, energy intake and circadian-related variable intradaily variability of activity patterns whilst for HRV parameters (i.e., pNN50, RMSSD, and SDNN) disappeared. Stepwise linear regression models entering HR and all HRV parameters showed that mean HR was the strongest predictor of CRF (β = -0.333, R 2 = 0.111, p < 0.001). Standard and corrected HRV parameters did not provide additional value to the coefficient of determination (all p > 0.05). Our findings suggest that HR is the strongest indicator of CRF. It seems that quantification of HRV parameters in time and frequency domain do not add relevant clinical information about the cardiovascular health status (as measured by CRF) in overweight/obese children beyond the information already provided by the simple measure of HR.
Collapse
Affiliation(s)
- Abel Plaza-Florido
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jairo H. Migueles
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Jose Mora-Gonzalez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Rehabilitation Sciences, KU Leuven – University of Leuven, Leuven, Belgium
| | - Maria Rodriguez-Ayllon
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, United States
| | - Patricio Solis-Urra
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- IRyS Group, School of Physical Education, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
| | - Carlos de Teresa
- Andalusian Centre of Sport Medicine (CAMD), Junta de Andalucía, Granada, Spain
| | - Ángel Gutiérrez
- Department of Medical Physiology, School of Medicine, University of Granada, Granada, Spain
| | - Nathalie Michels
- Department of Public Health, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Jerzy Sacha
- Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland
- Department of Cardiology, University Hospital in Opole, University of Opole, Opole, Poland
| | - Francisco B. Ortega
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| |
Collapse
|
29
|
Mora-Gonzalez J, Esteban-Cornejo I, Cadenas-Sanchez C, Migueles JH, Molina-Garcia P, Rodriguez-Ayllon M, Henriksson P, Pontifex MB, Catena A, Ortega FB. Physical Fitness, Physical Activity, and the Executive Function in Children with Overweight and Obesity. J Pediatr 2019; 208:50-56.e1. [PMID: 30902422 DOI: 10.1016/j.jpeds.2018.12.028] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 12/04/2018] [Accepted: 12/06/2018] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To examine the associations of physical fitness and physical activity with executive function in children with overweight and obesity. STUDY DESIGN A cross-sectional study involving 100 children with overweight and obesity (10.1 ± 1.1 years old; 58.0% boys). We assessed physical fitness components (ie, muscular strength, speed-agility, and cardiorespiratory fitness) using the ALPHA battery, and physical activity and sedentary time by accelerometry. Cognitive flexibility was measured by the Design Fluency Test and Trail Making Test, inhibition by the Stroop test, and planning ability by the Zoo Map Test. RESULTS Handgrip strength was positively associated with planning ability (P = .025). Speed-agility was positively related to cognitive flexibility and inhibition (P < .05). Cardiorespiratory fitness and an overall fitness Z-score were positively associated with indicators of cognitive flexibility (P < .05). No associations were found for physical activity and sedentary time with executive function (P ≥ .05). CONCLUSIONS Muscular strength, speed agility, and cardiorespiratory fitness are associated with executive function in children with overweight and obesity. Cognitive flexibility seems to be more robustly associated with all fitness components, whereas planning ability and inhibition might depend on the component analyzed. The positive associations found in the present study in children with overweight and obesity call for more exercise-based randomized controlled trials in this population.
Collapse
Affiliation(s)
- Jose Mora-Gonzalez
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain; Department of Kinesiology, Michigan State University, East Lansing, MI.
| | - Irene Esteban-Cornejo
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain; Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA
| | - Cristina Cadenas-Sanchez
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain
| | - Jairo H Migueles
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain
| | - Pablo Molina-Garcia
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain; Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - María Rodriguez-Ayllon
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain
| | - Pontus Henriksson
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain; Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden; Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | | | - Andrés Catena
- Department of Experimental Psychology, Mind, Brain and Behaviour Research Centre (CIMCYC), University of Granada, Granada, Spain
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through physical activity" Research Group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Spain
| |
Collapse
|
30
|
Migueles JH, Cadenas-Sanchez C, Tudor-Locke C, Löf M, Esteban-Cornejo I, Molina-Garcia P, Mora-Gonzalez J, Rodriguez-Ayllon M, Garcia-Marmol E, Ekelund U, Ortega FB. Comparability of published cut-points for the assessment of physical activity: Implications for data harmonization. Scand J Med Sci Sports 2019; 29:566-574. [PMID: 30548545 DOI: 10.1111/sms.13356] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 11/16/2018] [Accepted: 12/03/2018] [Indexed: 11/28/2022]
Abstract
This study aimed to compare estimations of sedentary time (SED) and time spent in physical activity (PA) intensities in children with overweight/obesity across different age-appropriate cut-points based on different body-worn attachment sites and acceleration metrics. A total of 104 overweight/obese children (10.1 ± 1.1 years old, 43 girls) concurrently wore ActiGraph GT3X+ accelerometers on their right hip and non-dominant wrist for 7 days (24 hours). Euclidean norm -1 g (ENMO) and activity counts from both vertical axis (VACounts) and vector magnitude (VMCounts) were derived. We calculated estimates of SED and light, moderate, vigorous, and moderate-to-vigorous (MVPA) intensity PA using different published cut-points for children. The prevalence of children meeting the recommended 60 min/d of MVPA was calculated. The time spent in SED and the different PA intensities largely differed across cut-points based on different attachment sites and acceleration metrics (ie, SED = 11-252 min/d; light PA = 10-217 min/d; moderate PA = 1-48 min/d; vigorous PA = 1-35 min/d; MVPA = 4-66 min/d). Consequently, the prevalence of children meeting the recommended 60 min/d of MVPA varied from 8% to 96% of the study sample. The present study provides a comprehensive comparison between available cut-points for different attachment and acceleration metrics in children. Furthermore, our data clearly show that it is not possible (and probably will never be) to know the prevalence of meeting the PA guidelines based on accelerometer data since apparent differences range from almost zero to nearly everyone meeting the guidelines.
Collapse
Affiliation(s)
- Jairo H Migueles
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain
| | - Catrine Tudor-Locke
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts
| | - Marie Löf
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.,Department of Clinical and Experimental Medicine, Faculty of the Health Sciences, Linköping University, Linköping, Sweden
| | - Irene Esteban-Cornejo
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain.,Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, Massachusetts
| | - Pablo Molina-Garcia
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain.,Department of Rehabilitation Sciences, KU Leuven - University of Leuven, Leuven, Belgium
| | - Jose Mora-Gonzalez
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain
| | - Maria Rodriguez-Ayllon
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain
| | - Eduardo Garcia-Marmol
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain
| | - Ulf Ekelund
- Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Francisco B Ortega
- PROFITH ''PROmoting FITness and Health Through Physical Activity'' Research Group, Department of Physical and Sports Education, Faculty of Support Science, University of Granada, Granada, Spain.,Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| |
Collapse
|
31
|
Molina-Garcia P, H Migueles J, Cadenas-Sanchez C, Esteban-Cornejo I, Mora-Gonzalez J, Rodriguez-Ayllon M, Plaza-Florido A, Molina-Molina A, Garcia-Delgado G, D’Hondt E, Vanrenterghem J, Ortega FB. Fatness and fitness in relation to functional movement quality in overweight and obese children. J Sports Sci 2018; 37:878-885. [DOI: 10.1080/02640414.2018.1532152] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Pablo Molina-Garcia
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Jairo H Migueles
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Cristina Cadenas-Sanchez
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Jose Mora-Gonzalez
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Maria Rodriguez-Ayllon
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Abel Plaza-Florido
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Alejandro Molina-Molina
- Research group CTS-545 ERGOLAB “Sport Physical Activity and Ergonomy to Life Quality”, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Gabriel Garcia-Delgado
- Research group CTS-545 ERGOLAB “Sport Physical Activity and Ergonomy to Life Quality”, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
| | - Eva D’Hondt
- Department of Movement and Sports Sciences, Vrije Universiteit Brussel (VUB), Brussel, Belgium
| | - Jos Vanrenterghem
- Department of Rehabilitation Sciences, KU Leuven – University of Leuven, Leuven, Belgium
| | - Francisco B Ortega
- PROFITH “PROmoting FITness and Health through physical activity” research group, Department of Physical and Sports Education, Faculty of Sports Science, University of Granada, Granada, Spain
- Department of Biosciences and Nutrition, Karolinska Institutet, Granada, Sweden
| |
Collapse
|