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Haapala EA, Leppänen MH, Skog H, Lubans DR, Viitasalo A, Lintu N, Jalanko P, Määttä S, Lakka TA. Childhood Physical Fitness as a Predictor of Cognition and Mental Health in Adolescence: The PANIC Study. Sports Med 2024:10.1007/s40279-024-02107-z. [PMID: 39251523 DOI: 10.1007/s40279-024-02107-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/13/2024] [Indexed: 09/11/2024]
Abstract
BACKGROUND Cognitive and mental health problems are highly prevalent in adolescence. While higher levels of physical fitness may mitigate these problems, there is a lack of long-term follow-up studies on the associations of physical fitness from childhood with cognition and mental health in adolescence. OBJECTIVE We investigated the associations of physical fitness from childhood to adolescence over an 8-year follow-up with cognition and mental health in adolescence. METHODS The participants were 241 adolescents (112 girls), who were 6-9 years at baseline and 15-17 years at 8-year follow-up. Average and change scores for cardiorespiratory fitness (maximal power output [Wmax]; peak oxygen uptake [VO2peak]), motor fitness (10 × 5-m shuttle run), and muscular fitness (standing long jump; hand grip strength) were calculated. Global cognition score was computed from six individual cognitive tasks, and perceived stress and depressive symptoms were assessed at the 8-year follow-up. The data were analysed using linear regression models adjusted for age, sex, and parental education. RESULTS Average motor fitness was positively associated with global cognition score (standardised regression coefficient [β] - 0.164, 95% confidence interval [CI] - 0.318 to - 0.010) and inversely with perceived stress (β = 0.182, 95% CI 0.032-0.333) and depressive symptoms (β = 0.181, 95% CI 0.028-0.333). Average cardiorespiratory fitness was inversely associated with perceived stress (Wmax: β = - 0.166, 95% CI - 0.296 to - 0.036; VO2peak: β = - 0.149, 95% CI - 0.295 to - 0.002) and depressive symptoms (Wmax: β = - 0.276, 95% CI - 0.405 to - 0.147; VO2peak: β = - 0.247, 95% CI - 0.393 to - 0.102). A larger increase in cardiorespiratory fitness was associated with lower perceived stress (Wmax: β = - 0.158, 95% CI - 0.312 to - 0.003; VO2peak: β = - 0.220, 95% CI - 0.395 to - 0.044) and depressive symptoms (Wmax: β = - 0.216, 95% CI - 0.371 to - 0.061; VO2peak: β = - 0.257, 95% CI - 0.433 to - 0.080). CONCLUSIONS Higher levels of motor fitness in childhood and adolescence were associated with better cognition in adolescence. Higher levels of and larger increases in cardiorespiratory fitness from childhood to adolescence were associated with better mental health in adolescence.
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Affiliation(s)
- Eero A Haapala
- Sports and Exercise Medicine, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland.
| | - Marja H Leppänen
- Sports and Exercise Medicine, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Hannamari Skog
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - David R Lubans
- Centre for Active Living and Learning, College of Human and Social Futures, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Anna Viitasalo
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Niina Lintu
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Petri Jalanko
- Sports and Exercise Medicine, Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Helsinki Clinic for Sports and Exercise Medicine, Foundation for Sports and Exercise Medicine, Helsinki, Finland
| | - Sara Määttä
- Department of Clinical Neurophysiology, Kuopio University Hospital, Kuopio, Finland
| | - Timo A Lakka
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
- Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
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Truslow J, Spillane A, Lin H, Cyr K, Ullal A, Arnold E, Huang R, Rhodes L, Block J, Stark J, Kretlow J, Beatty AL, Werdich A, Bankar D, Bianchi M, Shapiro I, Villalpando J, Ravindran S, Mance I, Phillips A, Earl J, Deo RC, Desai SA, MacRae CA. Understanding activity and physiology at scale: The Apple Heart & Movement Study. NPJ Digit Med 2024; 7:242. [PMID: 39256546 PMCID: PMC11387614 DOI: 10.1038/s41746-024-01187-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 07/03/2024] [Indexed: 09/12/2024] Open
Abstract
Physical activity or structured exercise is beneficial in a wide range of circumstances. Nevertheless, individual-level data on differential responses to various types of activity are not yet sufficient in scale, duration or level of annotation to understand the mechanisms of discrete outcomes nor to support personalized recommendations. The Apple Heart & Movement Study was designed to passively collect the dense physiologic data accessible on Apple Watch and iPhone from a large real-world cohort distributed across the US in order to address these knowledge gaps.
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Affiliation(s)
| | | | - Huiming Lin
- Brigham and Women's Hospital, Boston, MA, USA
| | | | | | | | | | | | | | | | | | - Alexis L Beatty
- Apple Inc, Cupertino, CA, USA
- University of California, San Francisco, CA, USA
| | - Andreas Werdich
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | | | | | | | | | | | | | - Rahul C Deo
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Calum A MacRae
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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Yao Q, Chen L, Qu H, Fan W, He L, Li G, Hu J, Zou J, Huang G, Zeng Q. Comparable cerebral cortex activity and gait performance in elderly hypertensive and healthy individuals during dual-task walking: A fNIRS study. Brain Behav 2024; 14:e3568. [PMID: 38988039 PMCID: PMC11236899 DOI: 10.1002/brb3.3568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 02/02/2024] [Accepted: 05/14/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Hypertension increases the risk of cognitive impairment and related dementia, causing impaired executive function and unusual gait parameters. However, the mechanism of neural function illustrating this is unclear. Our research aimed to explore the differences of cerebral cortex activation, gait parameters, and working memory performance between healthy older adults (HA) and older hypertensive (HT) patients when performing cognitive and walking tasks. METHOD A total of 36 subjects, including 12 healthy older adults and 24 older hypertensive patients were asked to perform series conditions including single cognitive task (SC), single walking task (SW), and dual-task (DT), wearing functional near-infrared spectroscopy (fNIRS) equipment and Intelligent Device for Energy Expenditure and Activity equipment to record cortical hemodynamic reactions and various gait parameters. RESULTS The left somatosensory cortex (L-S1) and bilateral supplementary motor area (SMA) showed higher cortical activation (p < .05) than HA when HT performed DT. The intragroup comparison showed that HT had higher cortical activation (p < .05) when performing DT as SW. The cognitive performance of HT was significantly worse (p < .05) than HA when executing SC. The activation of the L-S1, L-M1, and bilateral SMA in HT were significantly higher during SW (p < .05). CONCLUSION Hypertension can lead to cognitive impairment in the elderly, including executive function and walking function decline. As a result of these functional declines, elderly patients with hypertension are unable to efficiently allocate brain resources to support more difficult cognitive interference tasks and need to meet more complex task demands by activating more brain regions.
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Affiliation(s)
- Qiuru Yao
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- School of Nursing, Southern Medical University, Guangzhou, China
| | - Ling Chen
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Hang Qu
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Weichao Fan
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- School of Nursing, Southern Medical University, Guangzhou, China
| | - Longlong He
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Gege Li
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Jinjing Hu
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Jihua Zou
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- School of Rehabilitation Medicine, Southern Medical University, Guangzhou, China
- Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| | - Guozhi Huang
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- School of Rehabilitation Medicine, Southern Medical University, Guangzhou, China
| | - Qing Zeng
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Logan NE, Occidental N, Watrous JNH, Lloyd KM, Raine LB, Kramer AF, Hillman CH. The complex associations between adiposity, fitness, mental wellbeing and neurocognitive function after exercise: A randomized crossover trial in preadolescent children. PROGRESS IN BRAIN RESEARCH 2023; 283:123-165. [PMID: 38538186 DOI: 10.1016/bs.pbr.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Abstract
The aim of the present study was to examine the associations of adiposity and fitness on the preadolescent brain's response to acute exercise. In a sample of 58 children (ages 8-10; 19 females), demographic measures of age, sex, IQ, puberty, and socioeconomic status were considered. Children participated in a randomized crossover study, whereby they completed two different interventions; seated rest or treadmill walking, counterbalanced across participants. Associations between adiposity measures (standardized body mass index [BMI-Z], whole body percent fat [%Fat], visceral adipose tissue [VAT]), cardiorespiratory fitness measures (VO2max and Fat-Free VO2) were assessed on self-reported measures of mental wellbeing, and cognitive performance (response accuracy, reaction time) and neuroelectric (P3 amplitude and latency) indices of a Go/NoGo task following both exercise and rest interventions. Higher adiposity (whole-body percent fat, BMI-Z) was associated with higher trait anxiety (P's≤0.05) and disordered eating (P's≤0.05) scores. Higher fitness (VO2max) was associated with lower childhood depression scores (P=0.02). Regression analyses yielded specific post-exercise neurocognitive associations with adiposity-related (VAT, BMI-Z), and fitness-related (FF-VO2) outcomes, after controlling for post-rest neurocognitive outcomes. VAT was positively associated with post-exercise P3 ERP Latency for the Go task (P≤0.001); BMI-Z was negatively associated with P3 ERP amplitudes for the Go task (P's≤0.005); FF-VO2 was negatively associated with P3 ERP latency for the Go/NoGo task (P's≤0.05), and positively associated with NoGo task accuracy (P≤0.001). Overall, adiposity and fat-free fitness measures yield sensitive and differential associations with neurocognitive performance after exercise and after rest interventions.
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Affiliation(s)
- Nicole E Logan
- Department of Kinesiology, University of Rhode Island, Kingston, RI, United States; Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, RI, United States; George and Anne Ryan Institute for Neuroscience, University of Rhode Island, Kingston, RI, United States.
| | - Nicole Occidental
- Department of Psychology, Northeastern University, Boston, MA, United States
| | - Jennifer N H Watrous
- Department of Psychology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Katherine M Lloyd
- Department of Psychology, Northeastern University, Boston, MA, United States
| | - Lauren B Raine
- Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, MA, United States; Department of Medical Sciences, Northeastern University, Boston, MA, United States
| | - Arthur F Kramer
- Department of Psychology, Northeastern University, Boston, MA, United States; Beckman Institute, University of Illinois at Urbana-Champaign, IL, United States
| | - Charles H Hillman
- Department of Psychology, Northeastern University, Boston, MA, United States; Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, MA, United States
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Aly M, Hassan MD, Hassan MM, Alibrahim M, Kamijo K. Association of aerobic fitness and grip strength with cognitive and academic performance in Arab children. PROGRESS IN BRAIN RESEARCH 2023; 286:107-128. [PMID: 38876572 DOI: 10.1016/bs.pbr.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2024]
Abstract
This study investigated the association between aerobic and muscular fitness with the cognitive control and academic performance of preadolescent Arab children. Ninety-three children aged 10-13years (mean=11.5, SD=0.5) representing eight Arab nations (Egypt, Saudi Arabia, Sudan, Syria, Jordan, Lebanon, Yemen, and Morocco) participated in this cross-sectional study. The participants completed tests for aerobic (progressive aerobic cardiovascular endurance run) and muscular (maximum grip strength) fitness, and cognitive control (flanker task). We assessed their academic performance based on their overall grade point average (GPA). Our analyses revealed that greater aerobic fitness was associated with higher GPA scores and greater muscular fitness was associated with a shorter response time in a task condition requiring extensive cognitive control (incongruent condition). No association was found between aerobic fitness and flanker task performance nor between muscular fitness and GPA. These results bridge the knowledge gap on the associations of physical fitness to the cognitive control and academic performance of Arab children, suggesting that the positive associations found in Western and Asian literature can be generalized to the Arab context.
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Affiliation(s)
- Mohamed Aly
- Department of Educational Sciences and Sports Psychology, Faculty of Physical Education, Assiut University, Assiut, Egypt; Faculty of Liberal Arts and Sciences, Chukyo University, Nagoya, Japan.
| | - Mohamed D Hassan
- Department of Educational Sciences and Sports Psychology, Faculty of Physical Education, Assiut University, Assiut, Egypt; Department of Physical Education, College of Education, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Marwa M Hassan
- Department of Educational Sciences and Sports Psychology, Faculty of Physical Education, Assiut University, Assiut, Egypt; Department of Physical Education, College of Education, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Mohammed Alibrahim
- Department of Physical Education, College of Education, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Keita Kamijo
- Faculty of Liberal Arts and Sciences, Chukyo University, Nagoya, Japan.
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Luo X, Herold F, Ludyga S, Gerber M, Kamijo K, Pontifex MB, Hillman CH, Alderman BL, Müller NG, Kramer AF, Ishihara T, Song W, Zou L. Association of physical activity and fitness with executive function among preschoolers. Int J Clin Health Psychol 2023; 23:100400. [PMID: 37663042 PMCID: PMC10469079 DOI: 10.1016/j.ijchp.2023.100400] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 07/12/2023] [Indexed: 09/05/2023] Open
Abstract
It is well-documented in the literature that high levels of regular physical activity (PA), low levels of sedentary behavior (SB), and high levels of cardiorespiratory fitness (CRF) are associated with superior cognitive functioning, especially with regard to older populations. However, concerning other age groups (e.g., preschoolers) the available evidence documenting such a positive relationship is relatively scarce. Thus, this study aimed to investigate the association of time spent in different PA intensity zones and CRF with executive functions (EFs) in preschool-age children. To this end, preschoolers (n = 127) aged 3 to 6 years were recruited from 9 kindergarten classes in 2 districts of Shenzhen, China. The amount and the intensity of PA were assessed via accelerometry, and the CRF level was quantified by the 20-meter shuttle run test. EFs including inhibitory control and working memory were assessed using the one-on-one iPad-based Early Year Toolbox. Results suggested that children who had a higher CRF level ("impulse control" scores: β = 0.34, p < .001; "Go" accuracy: β = 0.31, p < .001; "No-Go" accuracy: β =0.28, < .001) and spentmore time in moderate-to-vigorous physical activity (MVPA) ("impulse control" scores: β = 0.50, p < .001; No-Go" accuracy: β = 0.52, p < .001) had higher scores on inhibitory control tasks, and those who had a higher CRF level had higher scores on a working memory task (β = 0.24, p < .05). The findings are discussed in light of the positive roles of MVPA and CRF for promoting EFs, but also consider the disproportionate association of PA and CRF with working memory relative to inhibition.
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Affiliation(s)
- Xun Luo
- Key Laboratory of Adolescent Health Assessment and Exercise Intervention of Ministry of Education, East China Normal University, Shanghai 200241, China
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
| | - Fabian Herold
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476 Potsdam, Germany
| | - Sebastian Ludyga
- Department of Sport, Exercise & Health, University of Basel, Basel, Switzerland
| | - Markus Gerber
- Department of Sport, Exercise & Health, University of Basel, Basel, Switzerland
| | - Keita Kamijo
- Faculty of Liberal Arts and Sciences, Chukyo University, Nagoya, Japan
| | | | - Charles H. Hillman
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA, USA
| | - Bandon L. Alderman
- Department of Kinesiology and Health, Rutgers University, New Brunswick, USA
| | - Notger G. Müller
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476 Potsdam, Germany
| | - Arthur F. Kramer
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA
- Beckman Institute, University of Illinois-Urbana-Champaign, Champaign 61820, IL, USA
| | - Toru Ishihara
- Graduate School of Human Development and Environment, Kobe University, Kobe, Japan
| | - Wook Song
- Department of Kinesiology, Institute of Sport Science / Institute on Aging, Seoul National University, Gwanak-gu, Seoul 08826, South Korea
| | - Liye Zou
- Key Laboratory of Adolescent Health Assessment and Exercise Intervention of Ministry of Education, East China Normal University, Shanghai 200241, China
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
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Fan W, Xiao C, He L, Chen L, Qu H, Yao Q, Li G, Hu J, Zou J, Zeng Q, Huang G. Cerebral Cortex Activation and Gait Performance between Healthy and Prefrail Older Adults during Cognitive and Walking Tasks. Brain Sci 2023; 13:1018. [PMID: 37508950 PMCID: PMC10377719 DOI: 10.3390/brainsci13071018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 06/19/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023] Open
Abstract
Pre-frailty is a transitional stage between health and frailty. Previous studies have demonstrated that individuals with pre-frailty experience declines in cognitive and gait performances compared with healthy individuals. However, the basic neural mechanism underlying this needs to be clarified. In this cross-sectional study, twenty-one healthy older adults and fifteen with pre-frailty underwent three conditions, including a single cognitive task (SC), single walking task (SW), and dual-task (DT), while cortical hemodynamic reactions were measured using functional near-infrared spectroscopy (fNIRS). The prefrail group (PG) showed a significantly lower activation of the left dorsolateral prefrontal cortex (L-DLPFC) than the healthy group (HG) when performing SC (p < 0.05). The PG showed a significantly lower Timed Up and Go test and step speed than the HG during SW (p < 0.05). The coefficient of variation (CV) of the step length of the PG was significantly higher than that of the HG when performing DT (p < 0.05). No significant correlation in cerebral cortex activation and gait parameters in the HG when performing SW and DT was noted (p > 0.05). Participants of the PG with a higher oxygenated area in the left anterior prefrontal cortex (L-APFC) had a lower step frequency during SW (r = -0.533, p = 0.041), and so did the following indicators of the PG during DT: L-APFC and step speed (r = -0.557, p = 0.031); right anterior prefrontal cortex and step speed (r = -0.610, p = 0.016); left motor cortex and step speed (r = -0.674, p = 0.006); step frequency (r = -0.656, p = 0.008); and step length (r = -0.535, p = 0.040). The negative correlations between the cerebral cortex and gait parameters of the PG indicated a neural compensatory effect of pre-frailty. Therefore, older adults with pre-frailty promote prefrontal activation to compensate for the impaired sensorimotor systems.
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Affiliation(s)
- Weichao Fan
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
- School of Nursing, Southern Medical University, Guangzhou 510280, China
| | - Chongwu Xiao
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Longlong He
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Ling Chen
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Hang Qu
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Qiuru Yao
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
- School of Nursing, Southern Medical University, Guangzhou 510280, China
| | - Gege Li
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Jinjing Hu
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Jihua Zou
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
- School of Rehabilitation Medicine, Southern Medical University, Guangzhou 510280, China
- Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong 999077, China
| | - Qing Zeng
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
| | - Guozhi Huang
- Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou 510280, China
- School of Nursing, Southern Medical University, Guangzhou 510280, China
- School of Rehabilitation Medicine, Southern Medical University, Guangzhou 510280, China
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Pindus DM, Shigeta TT, Leahy AA, Mavilidi MF, Nayak A, Marcozzi D, Montero‐Herrera B, Abbas Z, Hillman CH, Lubans DR. Sex moderates the associations between physical activity intensity and attentional control in older adolescents. Scand J Med Sci Sports 2023; 33:737-753. [PMID: 36609844 PMCID: PMC10946572 DOI: 10.1111/sms.14311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 12/01/2022] [Accepted: 01/02/2023] [Indexed: 01/09/2023]
Abstract
INTRODUCTION The relationship between physical activity (PA) intensity and executive functions in older adolescents remains poorly understood. This study aimed to examine the associations between PA intensity, volume, attentional control, and working memory and the moderating effects of sex in older adolescents. METHOD We analyzed baseline data from 418 participants (211 females, Mage = 16.5 ± 0.40 years) from the Burn 2 Learn trial. Adolescents wore GT9X Link accelerometers on a non-dominant wrist for 7 days, 24-h·d-1 . PA intensity was expressed as intensity gradient (IG) and moderate-to-vigorous PA (MVPA, Hildebrand cut-points); PA volume was expressed as average acceleration (AvACC). Attentional control was measured with a standard deviation (SDRT) and a coefficient of variation (CVRT) of the reaction time on the incongruent trials of a flanker task. Working memory was expressed as a d prime (a signal discrimination index) on the 2-back task. The moderating effects of sex on the PA-executive functions associations, adjusting for age, BMI z-score, and cardiorespiratory fitness, were tested using multilevel random intercept models. RESULTS After controlling for AvACC, sex moderated the relationships between IG and incongruent SDRT (B = 0.53, 95% CI: 0.12, 0.94) and CVRT (B = 0.63, 95% CI: 0.22, 1.05; ps ≤ 0.002). Only girls with higher IG showed smaller incongruent SDRT and CVRT (Bs ≤ -0.26, ps ≤ 0.01). IG was not related to working memory. AvACC and MVPA were not associated with attentional control or working memory. CONCLUSION Our findings reveal a novel association between higher-intensity PA and superior attentional control among adolescent girls.
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Affiliation(s)
- Dominika M. Pindus
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Beckman Institute for Advanced Science and TechnologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Neuroscience ProgramUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | | | - Angus A. Leahy
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
| | - Myrto F. Mavilidi
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
- School of Education/Early StartUniversity of WollongongKeiravilleNew South WalesAustralia
| | - Apurva Nayak
- The School of Molecular and Cellular BiologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Dante Marcozzi
- The School of Molecular and Cellular BiologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Department of Computer ScienceUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Bryan Montero‐Herrera
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Zainab Abbas
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Charles H. Hillman
- Department of PsychologyNortheastern UniversityBostonMassachusettsUSA
- Department of Physical Therapy, Movement, & Rehabilitation SciencesNortheastern UniversityBostonMassachusettsUSA
| | - David R. Lubans
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
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Anguera JA, Rowe MA, Volponi JJ, Elkurdi M, Jurigova B, Simon AJ, Anguera-Singla R, Gallen CL, Gazzaley A, Marco EJ. Enhancing attention in children using an integrated cognitive-physical videogame: A pilot study. NPJ Digit Med 2023; 6:65. [PMID: 37046040 PMCID: PMC10097690 DOI: 10.1038/s41746-023-00812-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 03/27/2023] [Indexed: 04/14/2023] Open
Abstract
Inattention can negatively impact several aspects of a child's life, including at home and school. Cognitive and physical interventions are two promising non-pharmaceutical approaches used to enhance attention abilities, with combined approaches often being marketed to teachers, therapists, and parents typically without research validation. Here, we assessed the feasibility of incorporating an integrated, cognitive-physical, closed-loop video game (body-brain trainer or 'BBT') as an after-school program, and also evaluated if there were attention benefits following its use. Twenty-two children (7-12 years of age) with a range of attention abilities were recruited to participate in this proof of concept, single-arm, longitudinal study (24 sessions over 8 weeks, ~30 min/day). We interrogated attention abilities through a parent survey of their child's behaviors, in addition to objective performance-based and neural measures of attention. Here we observed 95% compliance as well as, significant improvements on the parent-based reports of inattention and on cognitive tests and neural measures of attention that were comparable in scale to previous work. Exploratory measures of other cognitive control abilities and physical fitness also showed similar improvement, with exploratory evaluation of retained benefits on the primary attention-related outcomes being present 1-year later. Lastly, there was no correlation between the baseline parent-rated inattention score and the improvement on the primary task-based measures of attention, suggesting that intervention-based benefits were not solely attained by those who stood the most to gain. These pilot findings warrant future research to replicate and extend these findings.
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Affiliation(s)
- J A Anguera
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA.
- Department of Psychiatry, University of California, San Francisco, USA.
| | - M A Rowe
- Department of Neurodevelopmental Medicine, Cortica Healthcare, San Rafael, USA
| | - J J Volponi
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA
- Department of Psychiatry, University of California, San Francisco, USA
| | - M Elkurdi
- Department of Neurodevelopmental Medicine, Cortica Healthcare, San Rafael, USA
| | - B Jurigova
- Department of Psychiatry, University of California, San Francisco, USA
| | - A J Simon
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA
- Department of Psychiatry, University of California, San Francisco, USA
| | - R Anguera-Singla
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA
- Department of Psychiatry, University of California, San Francisco, USA
| | - C L Gallen
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA
| | - A Gazzaley
- Neuroscape Center, Department of Neurology, University of California, San Francisco, USA
- Department of Psychiatry, University of California, San Francisco, USA
| | - E J Marco
- Department of Neurodevelopmental Medicine, Cortica Healthcare, San Rafael, USA
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10
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Li Z, Liu Y, Han X, Zhou Z. Effects of running-based versus body-weight-based high-intensity interval training on physical fitness in healthy adolescents. Front Physiol 2023; 14:1060216. [PMID: 36969578 PMCID: PMC10036788 DOI: 10.3389/fphys.2023.1060216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 03/02/2023] [Indexed: 03/12/2023] Open
Abstract
Objectives: High-intensity interval training improves aerobic endurance, but the effectiveness of different training protocols is unclear. This study compared the effects of running-based high-intensity interval training (R-HIIT) and body weight-based high-intensity interval training (B-HIIT) on physical fitness in adolescents. Methods: This was a pre-and post-test quasi-experimental design in which a seventh-grade natural class was randomly selected from three homogeneous middle schools, and then the three natural classes were randomly divided into three groups: the R-HIIT group (n = 54), the B-HIIT group (n = 55), and the control group (Con, n = 57). Both intervention groups exercised twice a week for 12 weeks with a 2:1 (1 min:30 s) load-interval ratio and exercise intensity controlled at 70%-85% maximum heart rate. R-HIIT was in the form of running, and B-HIIT was in the form of resistance exercises using the participants' body weight. The control group was instructed to continue their normal behavior. cardiorespiratory fitness, muscle strength and endurance, and speed were measured before and after the intervention. Statistical differences between and within groups were determined using repeated measures analysis of variance. Results: Compared to the baseline, both the R-HIIT and B-HIIT intervention groups significantly improved CRF, muscle strength, and speed (p < 0.05). The B-HIIT group was significantly better than R-HIIT in improving CRF (4.48 mL/kg/min vs 3.34 mL/kg/min, p < 0.05), and only the B-HIIT improved sit-up muscle endurance (ηp 2 = 0.30, p < 0.05). Conclusion: The B-HIIT protocol was significantly more effective than the R-HIIT protocol in developing CRF and improving muscle health indicators.
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Affiliation(s)
- Zhen Li
- Provincial University Key Laboratory of Sport and Health Science, School of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China
| | - Yang Liu
- Hebei Institute of International Business and Economics, Qinhuangdao, China
| | - Xiaowei Han
- Faculty of Education, Beijing Normal University, Beijing, China
| | - Zhixiong Zhou
- School of Physical Education and Coaching Science, Capital University of Physical Education and Sports, Beijing, China
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11
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Valkenborghs SR, Hillman CH, Al‐Iedani O, Nilsson M, Smith JJ, Leahy AA, Harries SK, Ramadan S, Lubans DR. Effect of high-intensity interval training on hippocampal metabolism in older adolescents. Psychophysiology 2022; 59:e14090. [PMID: 35599295 PMCID: PMC9787522 DOI: 10.1111/psyp.14090] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 04/26/2022] [Accepted: 04/26/2022] [Indexed: 12/30/2022]
Abstract
Although well-evidenced in older adults, the effects of exercise on the hippocampus in youth are relatively unknown. This study examined the impact of a 6-month school-based physical activity intervention on hippocampal metabolism in adolescents using magnetic resonance spectroscopy. A subset of lower fit older adolescents [N = 56, 61% female, 16.1 ± 0.4 years] was included from four secondary schools (10 classes) in New South Wales, Australia, who were participating in a larger cluster randomized controlled trial. Participants were randomized to the Burn 2 Learn (B2L) intervention (five classes, 30 participants) or a control group (five classes, 26 participants). Changes in hippocampal metabolism were assessed using linear mixed models adjusted for clustering at the class level. We observed group-by-time effects for the B2L intervention on N-acetylaspartate (NAA) (+2.66 mmol/L, 95% CI 0.20 to 5.11, d = 0.66) and glutamate+glutamine (Glx) (+3.38 mmol/L, 95% CI 0.34 to 6.42, d = 0.67) in the left hippocampus. Increases in left hippocampal NAA and Glx concentrations were associated with improvements in cardiorespiratory fitness (NAA: rs = 0.52, p = .016; Glx: rs = 0.57, p = .007), lower body muscular fitness (NAA: rs = 0.49, p = .018; Glx: rs = 0.59, p = .003), and working memory (NAA: rs = 0.42, p = .032; Glx: rs = 0.43, p = .028) in the intervention group. Our findings suggest physical activity may improve hippocampal metabolism in lower fit older adolescents with implications for working memory. Further studies involving larger samples are needed to replicate our findings.
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Affiliation(s)
- Sarah Ruth Valkenborghs
- School of Biomedical Sciences and PharmacyThe University of NewcastleCallaghanNew South WalesAustralia,Centre for Active Living and LearningThe University of NewcastleCallaghanNew South WalesAustralia
| | - Charles H. Hillman
- Center for Cognitive & Brain Health, Department of Psychology, Department of Physical Therapy, Movement, and Rehabilitation SciencesNortheastern UniversityBostonMassachusettsUSA
| | - Oun Al‐Iedani
- School of Health SciencesThe University of NewcastleCallaghanNew South WalesAustralia
| | - Michael Nilsson
- Centre for Rehab InnovationsThe University of NewcastleCallaghanNew South WalesAustralia,Priority Research Centre for Stroke and Brain InjuryThe University of NewcastleCallaghanNew South WalesAustralia,School of Medicine and Public HealthThe University of NewcastleCallaghanNew South WalesAustralia
| | - Jordan J. Smith
- Centre for Active Living and LearningThe University of NewcastleCallaghanNew South WalesAustralia,School of EducationThe University of NewcastleCallaghanNew South WalesAustralia
| | - Angus Aaron Leahy
- Centre for Active Living and LearningThe University of NewcastleCallaghanNew South WalesAustralia,School of EducationThe University of NewcastleCallaghanNew South WalesAustralia
| | - Simon K. Harries
- Centre for Active Living and LearningThe University of NewcastleCallaghanNew South WalesAustralia,School of EducationThe University of NewcastleCallaghanNew South WalesAustralia
| | - Saadallah Ramadan
- School of Health SciencesThe University of NewcastleCallaghanNew South WalesAustralia
| | - David Revalds Lubans
- Centre for Active Living and LearningThe University of NewcastleCallaghanNew South WalesAustralia,School of EducationThe University of NewcastleCallaghanNew South WalesAustralia
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12
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Longitudinal associations of childhood fitness and obesity profiles with midlife cognitive function: an Australian cohort study. J Sci Med Sport 2022; 25:667-672. [DOI: 10.1016/j.jsams.2022.05.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/07/2022] [Accepted: 05/20/2022] [Indexed: 11/20/2022]
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13
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Tong J, Zhang Z, Chen W, He Z, Yang X. How physical fitness influences academic burnout in elementary students: an interpersonal perspective. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-01948-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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14
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Solis-Urra P, Sanchez-Martinez J, Olivares-Arancibia J, Castro Piñero J, Sadarangani KP, Ferrari G, Rodríguez-Rodríguez F, Gaya A, Fochesatto CF, Cristi-Montero C. Physical fitness and its association with cognitive performance in Chilean schoolchildren: The Cogni-Action Project. Scand J Med Sci Sports 2021; 31:1352-1362. [PMID: 33638920 DOI: 10.1111/sms.13945] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/20/2020] [Accepted: 02/22/2021] [Indexed: 01/14/2023]
Abstract
This study aimed to establish the association and differences in a diversity of cognitive domains according to cardiorespiratory fitness (CRF), muscular fitness (MF), and speed-agility fitness (S-AF) level in a large sample of Chilean schoolchildren. 1171 Chilean schoolchildren aged 10-14 years participated. CRF, MF, and S-AF were assessed through the ALPHA-fitness test battery. Cognition was evaluated through the NeuroCognitive Performance Test, which involved eight tests related to four main domains: cognitive flexibility (CF), working memory (WM), inhibitory control (IC), and intelligence (IN). Both global (multivariate) and individual (univariate) analyses were performed to determine the differences in cognitive functioning according to low-, middle-, and high-fitness level. The global analyses showed a significant main effect for CRF, F(16,940) = 3.08, p ≤ .001 and MF groups, F(16,953) = 2.30, p = .002, but not for S-AF, F(16,948) = 1.37, p = .105. CRF shows a significant main effect in seven of eight tests, involving CF, WM, IC, and IN domains, whereas MF shows a significant main effect in five of eight tests without association with IN. SA-F shows a significant main effect only with IC. Statistical differences were found between the low- and middle/high-fitness groups but not between the middle- and high-fitness groups. At a global level, both CRF and MF seem to be associated with a higher cognitive profile in scholars; however, at an individual level, all fitness components show a favorable relationship to some cognitive domine. Then, future cognitive developing strategies should consider all fitness components, prioritizing those low-fitness schoolchildren.
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Affiliation(s)
- Patricio Solis-Urra
- IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile.,PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Department of Physical Education and Sport, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Javier Sanchez-Martinez
- IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile.,Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Viña del Mar, Chile
| | - Jorge Olivares-Arancibia
- IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile.,Grupo AFySE, Investigación en Actividad Física y Salud Escolar, Escuela de Pedagogía en Educación Física, Facultad de Educación, Universidad de las Américas, Santiago, Chile
| | - Jose Castro Piñero
- GALENO Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Puerto Real, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Cádiz, Spain
| | - Kabir P Sadarangani
- Universidad Autónoma de Chile, Chile.,Escuela de Kinesiología, Facultad de Salud y Odontología, Universidad Diego Portales, Santiago, Chile
| | - Gerson Ferrari
- Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Universidad de Santiago de Chile (USACH), Chile
| | | | - Anelise Gaya
- Projeto Esporte Brasil (PROESP-Br), School of Physical Education, Physiotherapy and Dance, Post-graduation Program in Human Movement Sciences, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Camila Felin Fochesatto
- Projeto Esporte Brasil (PROESP-Br), School of Physical Education, Physiotherapy and Dance, Post-graduation Program in Human Movement Sciences, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Carlos Cristi-Montero
- IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
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15
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Hernández D, Heinilä E, Muotka J, Ruotsalainen I, Lapinkero HM, Syväoja H, Tammelin TH, Parviainen T. Physical activity and aerobic fitness show different associations with brain processes underlying anticipatory selective visuospatial attention in adolescents. Brain Res 2021; 1761:147392. [PMID: 33639201 DOI: 10.1016/j.brainres.2021.147392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 02/18/2021] [Accepted: 02/19/2021] [Indexed: 10/22/2022]
Abstract
Current knowledge about the underlying brain processes of exercise-related benefits on executive functions and the specific contributions of physical activity and aerobic fitness during adolescence is inconclusive. We explored whether and how physical activity and aerobic fitness are associated with the oscillatory dynamics underlying anticipatory spatial attention. We studied whether the link between physical exercise level and cognitive control in adolescents is mediated by task-related oscillatory activity. Magnetoencephalographic alpha oscillations during a modified Posner's cueing paradigm were measured in 59 adolescents (37 females and 22 males, 12-17 years). Accelerometer-measured physical activity and aerobic fitness (20-m shuttle run test) were used to divide the sample into higher- and lower-performing groups. The interhemispheric alpha asymmetry during selective attention was larger in the high than in the low physical activity group, but there was no difference between the high and low aerobic fitness groups. Exploratory mediation analysis suggested that anticipatory interhemispheric asymmetry mediates the association between physical activity status and drift rate in the selective attention task. Higher physical activity was related to increased cue-induced asymmetry, which in turn was associated with less efficient processing of information. Behaviorally, more physically active males showed stronger dependence on the cue, while more fit females showed more efficient processing of information. Our findings suggest that physical activity may be associated with a neural marker of anticipatory attention in adolescents. These findings might help to explain the varying results regarding the association of physical activity and aerobic fitness with attention and inhibition in adolescents.
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Affiliation(s)
- Doris Hernández
- Department of Psychology, Center for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland.
| | - Erkka Heinilä
- Department of Psychology, Center for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland
| | - Joona Muotka
- Department of Psychology, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland
| | - Ilona Ruotsalainen
- Department of Psychology, Center for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland
| | - Hanna-Maija Lapinkero
- Department of Psychology, Center for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland
| | - Heidi Syväoja
- LIKES Research Center for Physical Activity and Health, Jyväskylä, Rautpohjankatu 8, FIN-40700 Jyväskylä, Finland
| | - Tuija H Tammelin
- LIKES Research Center for Physical Activity and Health, Jyväskylä, Rautpohjankatu 8, FIN-40700 Jyväskylä, Finland
| | - Tiina Parviainen
- Department of Psychology, Center for Interdisciplinary Brain Research, University of Jyväskylä, Mattilanniemi 6, FI-40014 Jyväskylä, Finland
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