Effects of combined physical and cognitive training on executive function of adolescent shooting athletes: A functional near-infrared spectroscopy study

Mingqiang Xiang, Guanru Li, Jianuo Ye, Meng Wu, Ruiping Xu, Min Hu

Sports Medicine and Health Science ›› 2023, Vol. 5 ›› Issue (3) : 220-228. DOI: 10.1016/j.smhs.2023.02.004
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Effects of combined physical and cognitive training on executive function of adolescent shooting athletes: A functional near-infrared spectroscopy study

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Abstract

Individual executive function improvement through physical and cognitive training is a research hotspot in physical education and cognitive science. However, few studies have evaluated whether combined physical and cognitive training (CPCT) has greater benefits for executive function performance and cerebral oxygenation in adolescent athletes than cognitive training alone. This study randomly assigned 33 adolescent shooting athletes to a CPCT (n ​= ​17) or computerized cognitive training (CCT, n ​= ​16) group and compared their executive function after six weeks of training. All subjects were assessed using the 2-back, task-switching, and Stroop tests before and after training. The prefrontal cortex oxygenated hemoglobin (Oxy-Hb) activation level was monitored while executing the three tasks using functional near-infrared spectroscopy. Our results showed that the CPCT and CCT groups similarly improved their updating function as indicated by the 2-back task accuracy. The CPCT group significantly improved the switching function in the task-switching test accuracy, while the CCT group did not. However, both groups did not improve in behavioral performance as indicated by the inhibition function in the Stroop task. Cerebral oxygenation, indicated by the oxy-Hb activation level in the frontal pole area of the prefrontal lobe, significantly improved in the CPCT group during the three cognitive tasks, whereas the CCT group showed no change. These findings indicated that CPCT endowed greater advantages in task-switching in the behavioral performance of the executive function than CCT. Moreover, CPCT was superior to CCT in increasing task-efficient cerebral oxygenation during the activation of the prefrontal cortex in adolescent shooting athletes.

Keywords

Executive function / Shooting athlete / Cognitive training / Physical activity / fNIRS

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Mingqiang Xiang, Guanru Li, Jianuo Ye, Meng Wu, Ruiping Xu, Min Hu. Effects of combined physical and cognitive training on executive function of adolescent shooting athletes: A functional near-infrared spectroscopy study. Sports Medicine and Health Science, 2023, 5(3): 220‒228 https://doi.org/10.1016/j.smhs.2023.02.004

References

[[1]]
MB Jurado M. Rosselli. The elusive nature of executive functions: a review of our current understanding. Neuropsychol Rev, 17 (3) ( 2007), pp. 213-233, DOI: 10.1007/s11065-007-9040-z
[[2]]
JL Etnier YK. Chang. The effect of physical activity on executive function: a brief commentary on definitions, measurement issues, and the current state of the literature. J Sport Exerc Psychol, 31 (4) ( 2009), pp. 469-483, DOI: 10.1123/jsep.31.4.469
[[3]]
MY Cui, Y Lin, JY Sheng, X Zhang RJ. Cui. Exercise intervention associated with cognitive improvement in alzheimer’s disease. Neural Plast, 2018 ( 2018), Article 9234105, DOI: 10.1155/2018/9234105
[[4]]
V Benzing, M. Schmidt. The effect of exergaming on executive functions in children with ADHD: a randomized clinical trial. Scand J Med Sci Sports, 29 (8) ( 2019), pp. 1243-1253, DOI: 10.1111/sms.13446
[[5]]
H Aguirre-Loaiza, J Arenas, I Arias, et al.. Effect of acute physical exercise on executive functions and emotional recognition: analysis of moderate to high intensity in young adults. Front Psychol, 10 ( 2019), p. 2774, DOI: 10.3389/fpsyg.2019.02774
[[6]]
L Verburgh, EJ Scherder, PA van Lange, J. Oosterlaan. Executive functioning in highly talented soccer players. PLoS One, 9 (3) ( 2014), Article e91254, DOI: 10.1371/journal.pone.0091254
[[7]]
MS Laaksonen, T Finkenzeller, HC Holmberg, G. Sattlecker. The influence of physiobiomechanical parameters, technical aspects of shooting, and psychophysiological factors on biathlon performance: a review. J Sport Health Sci, 7 (4) ( 2018), pp. 394-404, DOI: 10.1016/j.jshs.2018.09.003
[[8]]
BD Hatfield, DM Landers, WJ. Ray. Cardiovascular-CNS interactions during a self-paced, intentional attentive state: elite marksmanship performance. Psychophysiology, 24 (5) ( 1987), pp. 542-549, DOI: 10.1111/j.1469-8986.1987.tb00335.x
[[9]]
D Jamro, G Zurek, M Dulnik,M Lachowicz, D. Lenart. Executive function level in cadets’ shooting performance. Int J Environ Res Publ Health, 19 (10) ( 2022), p. 6007, DOI: 10.3390/ijerph19106007
[[10]]
O Levin,Y Netz, G. Ziv. Behavioral and neurophysiological aspects of inhibition-the effects of acute cardiovascular exercise. J Clin Med, 10 (2) ( 2021), p. 282, DOI: 10.3390/jcm10020282
[[11]]
CM Stillman, J Cohen, ME Lehman, KI. Erickson.Mediators of physical activity on neurocognitive function: a review at multiple levels of analysis. Front Hum Neurosci, 10 ( 2016), p. 626, DOI: 10.3389/fnhum.2016.00626
[[12]]
GE Smith, P Housen, K Yaffe, et al.. A cognitive training program based on principles of brain plasticity: results from the Improvement in Memory with Plasticity-based Adaptive Cognitive Training (IMPACT) study. J Am Geriatr Soc, 57 (4) ( 2009), pp. 594-603, DOI: 10.1111/j.1532-5415.2008.02167.x
[[13]]
T Huang, Q Gu, Z Deng, et al.. Executive function performance in young adults when cycling at an active workstation: an fNIRS study. Int J Environ Res Publ Health, 16 (7) ( 2019), p. 1119, DOI: 10.3390/ijerph16071119
[[14]]
H Chainay, C Joubert, S. Massol. Behavioural and ERP effects of cognitive and combined cognitive and physical training on working memory and executive function in healthy older adults. Adv Cognit Psychol, 17 (1) ( 2021), pp. 58-69, DOI: 10.5709/acp-0317-y
[[15]]
F Gomez-Pinilla, C. Hillman. The influence of exercise on cognitive abilities. Compr Physiol, 3 (1) ( 2013), pp. 403-428, DOI: 10.1002/cphy.c110063
[[16]]
AC Pereira, DE Huddleston, AM Brickman, et al.. An in vivo correlate of exercise-induced neurogenesis in the adult dentate gyrus. Proc Natl Acad Sci U S A, 104 (13) ( 2007), pp. 5638-5643, DOI: 10.1073/pnas.0611721104
[[17]]
CD Mandyam, S Wee, AJ Eisch, HN Richardson, GF. Koob. Methamphetamine self-administration and voluntary exercise have opposing effects on medial prefrontal cortex gliogenesis. J Neurosci, 27 (42) ( 2007), pp. 11442-11450, DOI: 10.1523/JNEUROSCI.2505-07.2007
[[18]]
D Ehninger, G. Kempermann. Regional effects of wheel running and environmental enrichment on cell genesis and microglia proliferation in the adult murine neocortex. Cerebr Cortex, 13 (8) ( 2003), pp. 845-851, DOI: 10.1093/cercor/13.8.845
[[19]]
DA Raichlen GE. Alexander. Adaptive capacity: an evolutionary neuroscience model linking exercise, cognition, and brain health. Trends Neurosci, 40 (7) ( 2017), pp. 408-421, DOI: 10.1016/j.tins.2017.05.001
[[20]]
E. Kraft. Cognitive function, physical activity, and aging: possible biological links and implications for multimodal interventions. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn, 19 (1-2) ( 2012), pp. 248-263, DOI: 10.1080/13825585.2011.645010
[[21]]
C Fabre, K Chamari, P Mucci, J Masse-Biron, C. Prefaut. Improvement of cognitive function by mental and/or individualized aerobic training in healthy elderly subjects. Int J Sports Med, 23 (6) ( 2002), pp. 415-421, DOI: 10.1055/s-2002-33735
[[22]]
N Ward, E Paul, P Watson, et al.. Enhanced learning through multimodal training: evidence from a comprehensive cognitive, physical fitness, and neuroscience intervention. Sci Rep, 7 (1) ( 2017), p. 5808, DOI: 10.1038/s41598-017-06237-5
[[23]]
G Sacco, C Caillaud, G Ben Sadoun, P Robert, R David, J. Brisswalter. Exercise plus cognitive performance over and above exercise alone in subjects with mild cognitive impairment. J Alzheimers Dis, 50 (1) ( 2016), pp. 19-25, DOI: 10.3233/JAD-150194
[[24]]
X Zhu, S Yin, M Lang, R He, J. Li. The more the better? A meta-analysis on effects of combined cognitive and physical intervention on cognition in healthy older adults. Ageing Res Rev, 31 ( 2016), pp. 67-79, DOI: 10.1016/j.arr.2016.07.003
[[25]]
EGA Karssemeijer, JA Aaronson, WJ Bossers, T Smits, MGM Olde Rikkert, RPC. Kessels. Positive effects of combined cognitive and physical exercise training on cognitive function in older adults with mild cognitive impairment or dementia: a meta-analysis. Ageing Res Rev, 40 ( 2017), pp. 75-83, DOI: 10.1016/j.arr.2017.09.003
[[26]]
HM Gavelin, C Dong, R Minkov, et al.. Combined physical and cognitive training for older adults with and without cognitive impairment: a systematic review and network meta-analysis of randomized controlled trials. Ageing Res Rev, 66 ( 2021), Article 101232, DOI: 10.1016/j.arr.2020.101232
[[27]]
Z Ji, T Feng, L Mei, A Li, C. Zhang. Influence of acute combined physical and cognitive exercise on cognitive function: an NIRS study. PeerJ, 7 ( 2019), Article e7418, DOI: 10.7717/peerj.7418
[[28]]
M Pellegrini-Laplagne, O Dupuy, P Sosner, L. Bosquet.Acute effect of a simultaneous exercise and cognitive task on executive functions and prefrontal cortex oxygenation in healthy older adults. Brain Sci, 12 (4) ( 2022), p. 455, DOI: 10.3390/brainsci12040455
[[29]]
S Hu, JS Ide, S Zhang, R Sinha, C-sr. Li. Conflict anticipation in alcohol dependence — a model-based fMRI study of stop signal task. Neuroimage Clin, 8 ( 2015), pp. 39-50, DOI: 10.1016/j.nicl.2015.03.008
[[30]]
L Smith-Seemiller, S Arffa, MD. Franzen. Use of Wisconsin Card Sorting Test short forms with school-age children. Arch Clin Neuropsychol, 16 (5) ( 2001), pp. 489-499, DOI: 10.1016/S0887-6177(00)00062-7
[[31]]
DB Berch, R Krikorian, EM. Huha. The Corsi block-tapping task: methodological and theoretical considerations. Brain Cognit, 38 (3) ( 1998), pp. 317-338, DOI: 10.1006/brcg.1998.1039
[[32]]
V Jurcak, D Tsuzuki, I. Dan. 10/20, 10/10, and 10/5 systems revisited: their validity as relative head-surface-based positioning systems. Neuroimage, 34 (4) ( 2007), pp. 1600-1611, DOI: 10.1016/j.neuroimage.2006.09.024
[[33]]
GA Zimeo Morais,JB Balardin, JR. Sato. fNIRS Optodes’ Location Decider (fOLD): a toolbox for probe arrangement guided by brain regions-of-interest. Sci Rep, 8 (1) ( 2018), p. 3341, DOI: 10.1038/s41598-018-21716-z
[[34]]
CL Craig, AL Marshall, M Sjöström, et al.. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc, 35 (8) ( 2003), pp. 1381-1395, DOI: 10.1249/01.Mss.0000078924.61453.Fb
[[35]]
J Scherr, B Wolfarth, JW Christle, A Pressler, S Wagenpfeil, M. Halle. Associations between Borg’s rating of perceived exertion and physiological measures of exercise intensity. Eur J Appl Physiol, 113 (1) ( 2013), pp. 147-155, DOI: 10.1007/s00421-012-2421-x
[[36]]
A Antonietti, T Dotan Ben-Soussan, J Glicksohn, A Goldstein, A Berkovich-Ohana, O. Donchin. Into the square and out of the box: the effects of quadrato motor training on creativity and alpha coherence. PLoS One, 8 (1) ( 2013), Article e55023, DOI: 10.1371/journal.pone.0055023
[[37]]
LF Ten Brinke, JR Best, JLC Chan, et al.. The effects of computerized cognitive training with and without physical exercise on cognitive function in older adults: an 8-week randomized controlled trial. J Gerontol A Biol Sci Med Sci, 75 (4) ( 2020), pp. 755-763, DOI: 10.1093/gerona/glz115
[[38]]
P. Anderson. Assessment and development of executive function (EF) during childhood. Child Neuropsychol, 8 (2) ( 2002), pp. 71-82, DOI: 10.1076/chin.8.2.71.8724
[[39]]
J Chen, Y Li, G Zhang, X Jin, Y Lu, C. Zhou. Enhanced inhibitory control during re-engagement processing in badminton athletes: an event-related potential study. J Sport Health Sci, 8 (6) ( 2019), pp. 585-594, DOI: 10.1016/j.jshs.2019.05.005
[[40]]
H Soya, C-C Yu, NG Muggleton, C-Y Chen, C-H Ko, S. Liu. The comparisons of inhibitory control and post-error behaviors between different types of athletes and physically inactive adults. PLoS One, 16 (8) ( 2021), Article e0256272, DOI: 10.1371/journal.pone.0256272
[[41]]
K Byun, K Hyodo, K Suwabe, et al.. Positive effect of acute mild exercise on executive function via arousal-related prefrontal activations: an fNIRS study. Neuroimage, 98 ( 2014), pp. 336-345, DOI: 10.1016/j.neuroimage.2014.04.067
[[42]]
A Mirelman, I Maidan, H Bernad-Elazari, et al.. Increased frontal brain activation during walking while dual tasking: an fNIRS study in healthy young adults. J NeuroEng Rehabil, 11 ( 2014), p. 85, DOI: 10.1186/1743-0003-11-85
[[43]]
C Chiron, I Jambaque, R Nabbout, R Lounes, A Syrota, O. Dulac. The right brain hemisphere is dominant in human infants. Brain, 120 (Pt 6) ( 1997), pp. 1057-1065, DOI: 10.1093/brain/120.6.1057
[[44]]
SK Holland, E Plante, A Weber Byars, RH Strawsburg, VJ Schmithorst, WS Ball Jr.. Normal fMRI brain activation patterns in children performing a verb generation task. Neuroimage, 14 (4) ( 2001), pp. 837-843, DOI: 10.1006/nimg.2001.0875
[[45]]
N Ramnani, AM. Owen. Anterior prefrontal cortex: insights into function from anatomy and neuroimaging. Nat Rev Neurosci, 5 (3) ( 2004), pp. 184-194, DOI: 10.1038/nrn1343
[[46]]
E Koechlin, A. Hyafil. Anterior prefrontal function and the limits of human decision-making. Science, 318 (5850) ( 2007), pp. 594-598, DOI: 10.1126/science.1142995
[[47]]
D Laureiro-Martinez, N Canessa, S Brusoni, et al.. Frontopolar cortex and decision-making efficiency: comparing brain activity of experts with different professional background during an exploration-exploitation task. Front Hum Neurosci, 7 ( 2013), p. 927, DOI: 10.3389/fnhum.2013.00927
[[48]]
D Badre, AD. Wagner. Selection, integration, and conflict monitoring. Neuron, 41 (3) ( 2004), pp. 473-487, DOI: 10.1016/s0896-6273(03)00851-1
[[49]]
RM Bracken, DM Linnane, S. Brooks. Plasma catecholamine and nephrine responses to brief intermittent maximal intensity exercise. Amino Acids, 36 (2) ( 2009), pp. 209-217, DOI: 10.1007/s00726-008-0049-2
[[50]]
HE Scharfen D. Memmert. Measurement of cognitive functions in experts and elite athletes: a meta-analytic review. Appl Cognit Psychol, 33 (5) ( 2019), pp. 843-860, DOI: 10.1002/acp.3526

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