Beta-band MEG signal power changes in older adults after physical exercise program with and without additional cognitive training

Adcock, 2020, Effects of an In-home Multicomponent Exergame Training on Physical Functions, Cognition, and Brain Volume of Older Adults: A Randomized Controlled Trial, Frontiers in Medicine, 6, 321, 10.3389/fmed.2019.00321 Ahlskog, 2011, Physical exercise as a preventive or disease-modifying treatment of dementia and brain aging, Mayo Clinic Proceedings, 86, 876, 10.4065/mcp.2011.0252 Aine, 2011, Development and decline of memory functions in normal, pathological and healthy successful aging, Brain Topogr, 24, 323, 10.1007/s10548-011-0178-x Aquino, 2016, Effects of combined training vs aerobic training on cognitive functions in COPD: A randomized controlled trial, Int J Chron Obstruct Pulmon Dis, 11, 711, 10.2147/COPD.S96663 Bäckman, 2005, Cognitive impairment in preclinical Alzheimer’s disease: A meta-analysis, Neuropsychology, 19, 520, 10.1037/0894-4105.19.4.520 Bäckman, 2010, Linking cognitive aging to alterations in dopamine neurotransmitter functioning: Recent data and future avenues, Neurosci Biobehav Rev, 34, 670, 10.1016/j.neubiorev.2009.12.008 Bamidis, 2014, A review of physical and cognitive interventions in aging, Neurosci Biobehav Rev, 44, 206, 10.1016/j.neubiorev.2014.03.019 Barnes, 2009, Computer-based cognitive training for mild cognitive impairment: Results from a pilot randomized, controlled trial, Alzheimer Dis Assoc Disord, 23, 205, 10.1097/WAD.0b013e31819c6137 Berendse, 2000, Magnetoencephalographic analysis of cortical activity in Alzheimer’s disease: A pilot study, Clin Neurophysiol, 111, 604, 10.1016/S1388-2457(99)00309-0 Bherer, 2015, Cognitive plasticity in older adults: Effects of cognitive training and physical exercise, Ann N Y Acad Sci, 1337, 1, 10.1111/nyas.12682 Bherer, 2013, A review of the effects of physical activity and exercise on cognitive and brain functions in older adults, J Aging Res, 2013 Bowie, 2006, Administration and interpretation of the Trail Making Test, Nat Protoc, 1, 2277, 10.1038/nprot.2006.390 Brennan, 1997, Aging and executive function skills: An examination of a community-dwelling older adult population, Percept Mot Skills, 84, 1187, 10.2466/pms.1997.84.3c.1187 Chandler, 2005, A total score for the CERAD neuropsychological battery, Neurology, 65, 102, 10.1212/01.wnl.0000167607.63000.38 Collette, 2009, Inhibitory control of memory in normal ageing: Dissociation between impaired intentional and preserved unintentional processes, Memory, 17, 104, 10.1080/09658210802574146 Cummins, 2007, Theta power is reduced in healthy cognitive aging, Int J Psychophysiol, 66, 10, 10.1016/j.ijpsycho.2007.05.008 Dahlin, 2008, Transfer of learning after updating training mediated by the striatum, Science, 320, 1510, 10.1126/science.1155466 Desjardins-Crepeau, 2016, Effects of combined physical and cognitive training on fitness and neuropsychological outcomes in healthy older adults, Clin Interv Aging, 11, 1287, 10.2147/CIA.S115711 Erickson, 2015, Physical activity, brain, and cognition, Current Opinion in Behavioral Sciences, 4, 27, 10.1016/j.cobeha.2015.01.005 Finnigan, 2011, Resting EEG theta power correlates with cognitive performance in healthy older adults, Psychophysiology, 48, 1083, 10.1111/j.1469-8986.2010.01173.x Flöel, 2010, Physical activity and memory functions: Are neurotrophins and cerebral gray matter volume the missing link?, Neuroimage, 49, 2756, 10.1016/j.neuroimage.2009.10.043 Goeleven, 2008, The Karolinska Directed Emotional Faces: A validation study, Cognition and Emotion, 22, 1094, 10.1080/02699930701626582 Graf, 1995, Color- and picture-word stroop tests: Performance changes in old age, Journal of Clinical and Experimental Neuropsychology, 17, 390, 10.1080/01688639508405132 Gramfort, 2013, MEG and EEG data analysis with MNE-Python, Front Neurosci, 7, 267, 10.3389/fnins.2013.00267 Hedden, 2004, Insights into the ageing mind: A view from cognitive neuroscience, Nature Reviews Neuroscience, 5, 87, 10.1038/nrn1323 Helenius, 2009, Neural processing of spoken words in specific language impairment and dyslexia, Brain, 132, 1918, 10.1093/brain/awp134 Hernández, 2021, Physical activity and aerobic fitness show different associations with brain processes underlying anticipatory selective visuospatial attention in adolescents, Brain Research, 1761, 10.1016/j.brainres.2021.147392 Honkanen, 2015, Gamma Oscillations Underlie the Maintenance of Feature-Specific Information and the Contents of Visual Working Memory, Cereb Cortex, 25, 3788, 10.1093/cercor/bhu263 Hotting, 2013, Beneficial effects of physical exercise on neuroplasticity and cognition, Neurosci Biobehav Rev, 37, 2243, 10.1016/j.neubiorev.2013.04.005 Houde, 2000, Shifting from the perceptual brain to the logical brain: The neural impact of cognitive inhibition training, J Cogn Neurosci, 12, 721, 10.1162/089892900562525 Hultén, 2014, Producing speech with a newly learned morphosyntax and vocabulary: An magnetoencephalography study, Journal of Cognitive Neuroscience, 26, 1721, 10.1162/jocn_a_00558 Hulten, 2009, Accessing newly learned names and meanings in the native language, Hum Brain Mapp, 30, 976, 10.1002/hbm.20561 Hwang, K., Ghuman, A. S., Manoach, D. S., Jones, S. R., & Luna, B. (2014). Cortical neurodynamics of inhibitory control. J Neurosci, 34(29), 9551–9561. https://doi.org/34/29/9551 [pii] 10.1523/JNEUROSCI.4889-13.2014. Hyvärinen, 1999, Fast and robust fixed-point algorithms for independent component analysis, IEEE Trans Neural Netw, 10, 626, 10.1109/72.761722 Jensen, 2002, Oscillations in the alpha band (9–12 Hz) increase with memory load during retention in a short-term memory task, Cerebral Cortex, 12, 877, 10.1093/cercor/12.8.877 Joubert, 2018, Aging brain: The effect of combined cognitive and physical training on cognition as compared to cognitive and physical training alone - a systematic review, Clin Interv Aging, 13, 1267, 10.2147/CIA.S165399 Kivipelto, M., Solomon, A., Ahtiluoto, S., Ngandu, T., Lehtisalo, J., Antikainen, R., Backman, L., Hanninen, T., Jula, A., Laatikainen, T., Lindstrom, J., Mangialasche, F., Nissinen, A., Paajanen, T., Pajala, S., Peltonen, M., Rauramaa, R., Stigsdotter-Neely, A., Strandberg, T., … Soininen, H. (2013). The Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER): study design and progress. Alzheimers Dement, 9(6), 657–665. https://doi.org/S1552-5260(12)02523-X [pii] 10.1016/j.jalz.2012.09.012. Kraft, 2012, Cognitive function, physical activity, and aging: Possible biological links and implications for multimodal interventions, Neuropsychol Dev Cogn B Aging Neuropsychol Cogn, 19, 248, 10.1080/13825585.2011.645010 Kueider, 2012, Computerized cognitive training with older adults: A systematic review, PLoS One, 7, e40588, 10.1371/journal.pone.0040588 Langdon, K. D., & Corbett, D. (2012). Improved working memory following novel combinations of physical and cognitive activity. Neurorehabil Neural Repair, 26(5), 523–532. https://doi.org/1545968311425919 [pii] 10.1177/1545968311425919. Lauenroth, 2016, Influence of combined physical and cognitive training on cognition: A systematic review, BMC Geriatr, 16, 141, 10.1186/s12877-016-0315-1 Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska directed emotional faces (KDEF). In CD ROM from Department of Clinical Neuroscience. Lupien, 1998, Cortisol levels during human aging predict hippocampal atrophy and memory deficits, Nat Neurosci, 1, 69, 10.1038/271 Melby-Lervåg, 2013, Is working memory training effective? A meta-analytic review, Dev Psychol, 49, 270, 10.1037/a0028228 Miyake, 2012, The Nature and Organization of Individual Differences in Executive Functions: Four General Conclusions, Curr Dir Psychol Sci, 21, 8, 10.1177/0963721411429458 Nelson, 2007, Physical activity and public health in older adults: Recommendation from the American College of Sports Medicine and the American Heart Association, Medicine and Science in Sports and Exercise, 39, 1435, 10.1249/mss.0b013e3180616aa2 Ngandu, T., Lehtisalo, J., Solomon, A., Levalahti, E., Ahtiluoto, S., Antikainen, R., Backman, L., Hanninen, T., Jula, A., Laatikainen, T., Lindstrom, J., Mangialasche, F., Paajanen, T., Pajala, S., Peltonen, M., Rauramaa, R., Stigsdotter-Neely, A., Strandberg, T., Tuomilehto, J., … Kivipelto, M. (2015). A 2 year multidomain intervention of diet, exercise, cognitive training, and vascular risk monitoring versus control to prevent cognitive decline in at-risk elderly people (FINGER): a randomised controlled trial. Lancet, 385(9984), 2255–2263. https://doi.org/S0140-6736(15)60461-5 [pii] 10.1016/S0140-6736(15)60461-5. Niccolai, 2016, Increased beta rhythm as an indicator of inhibitory mechanisms in tourette syndrome, Mov Disord, 31, 384, 10.1002/mds.26454 Nishiguchi, 2015, A 12-Week Physical and Cognitive Exercise Program Can Improve Cognitive Function and Neural Efficiency in Community-Dwelling Older Adults: A Randomized Controlled Trial, Journal of the American Geriatrics Society, 63, 1355, 10.1111/jgs.13481 Pahor, M., Guralnik, J. M., Ambrosius, W. T., Blair, S., Bonds, D. E., Church, T. S., Espeland, M. A., Fielding, R. A., Gill, T. M., Groessl, E. J., King, A. C., Kritchevsky, S. B., Manini, T. M., McDermott, M. M., Miller, M. E., Newman, A. B., Rejeski, W. J., Sink, K. M., & Williamson, J. D. (2014). Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial. JAMA, 311(23), 2387–2396. https://doi.org/1875328 [pii] 10.1001/jama.2014.5616. Palva, J. M., Monto, S., Kulashekhar, S., & Palva, S. (2010). Neuronal synchrony reveals working memory networks and predicts individual memory capacity. Proc Natl Acad Sci U S A, 107(16), 7580–7585. https://doi.org/0913113107 [pii] 10.1073/pnas.0913113107. Payne, L., & Kounios, J. (2009). Coherent oscillatory networks supporting short-term memory retention. Brain Res, 1247, 126–132. https://doi.org/S0006-8993(08)02442-6 [pii] 10.1016/j.brainres.2008.09.095. Penke, L., Munoz Maniega, S., Murray, C., Gow, A. J., Hernandez, M. C., Clayden, J. D., Starr, J. M., Wardlaw, J. M., Bastin, M. E., & Deary, I. J. (2010). A general factor of brain white matter integrity predicts information processing speed in healthy older people. J Neurosci, 30(22), 7569–7574. https://doi.org/30/22/7569 [pii] 10.1523/JNEUROSCI.1553-10.2010. Perianez, 2004, Spatiotemporal brain dynamics during preparatory set shifting: MEG evidence, Neuroimage, 21, 687, 10.1016/j.neuroimage.2003.10.008 Plummer-D’Amato, 2012, Effects of once weekly dual-task training in older adults: A pilot randomized controlled trial, Geriatr Gerontol Int, 12, 622, 10.1111/j.1447-0594.2011.00825.x Portegijs, 2008, Effects of Resistance Training on Lower-Extremity Impairments in Older People With Hip Fracture, Archives of Physical Medicine and Rehabilitation, 89, 1667, 10.1016/j.apmr.2008.01.026 Proskovec, 2016, Aging modulates the oscillatory dynamics underlying successful working memory encoding and maintenance, Hum Brain Mapp, 37, 2348, 10.1002/hbm.23178 Rahe, 2015, Effects of cognitive training with additional physical activity compared to pure cognitive training in healthy older adults, Clinical Interventions in Aging, 10, 297, 10.2147/CIA.S74071 Rieker, 2022, The Effects of Combined Cognitive-Physical Interventions on Cognitive Functioning in Healthy Older Adults: A Systematic Review and Multilevel Meta-Analysis, Frontiers in Human Neuroscience, 16, 112, 10.3389/fnhum.2022.838968 Rojas, D. C., Teale, P. D., Sheeder, J. L., & Reite, M. L. (2000). Neuromagnetic alpha suppression during an auditory sternberg task. Evidence for a serial, self-terminating search of short-term memory. Brain Res Cogn Brain Res, 10(1–2), 85–89. https://doi.org/S0926-6410(00)00026-4 [pii] 10.1016/s0926-6410(00)00026-4. Rottensteiner, 2015, Physical activity, fitness, glucose homeostasis, and brain morphology in twins, Med Sci Sports Exerc, 47, 509, 10.1249/MSS.0000000000000437 Roux, 2014, Working memory and neural oscillations: Alpha-gamma versus theta-gamma codes for distinct WM information?, Trends Cogn Sci, 18, 16, 10.1016/j.tics.2013.10.010 Scarpina, 2017, The Stroop Color and Word Test, Frontiers in Psychology, 8 Shatil, 2013, Does combined cognitive training and physical activity training enhance cognitive abilities more than either alone? A four-condition randomized controlled trial among healthy older adults, Front Aging Neurosci, 5, 8, 10.3389/fnagi.2013.00008 Sipilä, 2018, Promoting safe walking among older people: The effects of a physical and cognitive training intervention vs. physical training alone on mobility and falls among older community-dwelling men and women (the PASSWORD study): Design and methods of a randomize, BMC Geriatrics, 18, 215, 10.1186/s12877-018-0906-0 Sipilä, 2021, Effects of physical and cognitive training on gait speed and cognition in older adults: A randomized controlled trial, Scand J Med Sci Sports, 31, 1518, 10.1111/sms.13960 Smith, 2009, 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, 594, 10.1111/j.1532-5415.2008.02167.x Stroop, 1935, Studies of interference in serial verbal reactions, Journal of Experimental Psychology, 18, 643, 10.1037/h0054651 Tamura, 2015, Long-term mild-intensity exercise regimen preserves prefrontal cortical volume against aging, Int J Geriatr Psychiatry, 30, 686, 10.1002/gps.4205 Taulu, 2006, Spatiotemporal signal space separation method for rejecting nearby interference in MEG measurements, Physics in Medicine and Biology, 51, 1759, 10.1088/0031-9155/51/7/008 ten Brinke, 2020, The Effects of Computerized Cognitive Training With and Without Physical Exercise on Cognitive Function in Older Adults: An 8-Week Randomized Controlled Trial, The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 75, 755 Troyer, 1994, Executive functioning as a mediator of the relationship between age and episodic memory in healthy aging, Aging, Neuropsychology, and Cognition, 1, 45, 10.1080/09289919408251449 van der Zwan, 2015, Physical activity, mindfulness meditation, or heart rate variability biofeedback for stress reduction: A randomized controlled trial, Appl Psychophysiol Biofeedback, 40, 257, 10.1007/s10484-015-9293-x van Dyck, 2021, Resting-state functional brain connectivity is related to subsequent procedural learning skills in school-aged children, NeuroImage, 240, 10.1016/j.neuroimage.2021.118368 Vlahou, 2014, Resting-state slow wave power, healthy aging and cognitive performance, Sci Rep, 4, 5101, 10.1038/srep05101 Yu, 2021, Randomized Controlled Trial on the Effects of a Combined Intervention of Computerized Cognitive Training Preceded by Physical Exercise for Improving Frailty Status and Cognitive Function in Older Adults, International Journal of Environmental Research and Public Health, 18, 1, 10.3390/ijerph18041396 Zhu, 2016, The more the better? A meta-analysis on effects of combined cognitive and physical intervention on cognition in healthy older adults, Ageing Research Reviews, 31, 67, 10.1016/j.arr.2016.07.003