Abstract
Deficits in the processing of sensory reafferences have been suggested as accounting for age-related decline in motor coordination. Whether sensory reafferences are accurately processed can be assessed based on the bimanual advantage in tapping: because of tapping with an additional hand increases kinesthetic reafferences, bimanual tapping is characterized by a reduced inter-tap interval variability than unimanual tapping. A suppression of the bimanual advantage would thus indicate a deficit in sensory reafference. We tested whether elderly indeed show a reduced bimanual advantage by measuring unimanual (UM) and bimanual (BM) self-paced tapping performance in groups of young (n = 29) and old (n = 27) healthy adults. Electroencephalogram was recorded to assess the underlying patterns of oscillatory activity, a neurophysiological mechanism advanced to support the integration of sensory reafferences. Behaviorally, there was a significant interaction between the factors tapping condition and age group at the level of the inter-tap interval variability, driven by a lower variability in BM than UM tapping in the young, but not in the elderly group. This result indicates that in self-paced tapping, the bimanual advantage is absent in elderly. Electrophysiological results revealed an interaction between tapping condition and age group on low beta band (14–20 Hz) activity. Beta activity varied depending on the tapping condition in the elderly but not in the young group. Source estimations localized this effect within left superior parietal and left occipital areas. We interpret our results in terms of engagement of different mechanisms in the elderly depending on the tapping mode: a ‘kinesthetic’ mechanism for UM and a ‘visual imagery’ mechanism for BM tapping movement.
Similar content being viewed by others
References
Alegre M, Gurtubay IG, Labarga A, Iriarte J, Malanda A, Artieda J (2003) Alpha and beta oscillatory changes during stimulus-induced movement paradigms: effect of stimulus predictability. NeuroReport 14:381–385
Alegre M, de Gurtubay IG, Labarga A, Iriarte J, Malanda A, Artieda J (2004) Alpha and beta oscillatory activity during a sequence of two movements. Clin Neurophysiol 115:124–130
Arzy S, Allali G, Brunet D, Michel CM, Kaplan PW, Seeck M (2010) Antiepileptic drugs modify power of high EEG frequencies and their neural generators. Eur J Neurol 17:1308–1312
Aschersleben G, Prinz W (1995) Synchronizing actions with events: the role of sensory information. Percept Psychophys 57:305–317
Bangert AS, Reuter-Lorenz PA, Walsh CM, Schachter AB, Seidler RD (2010) Bimanual coordination and aging: neurobehavioral implications. Neuropsychologia 48:1165–1170
Beaule V, Tremblay S, Theoret H (2012) Interhemispheric control of unilateral movement. Neural Plast 2012:627816
Berard JR, Fung J, McFadyen BJ, Lamontagne A (2009) Aging affects the ability to use optic flow in the control of heading during locomotion. Exp Brain Res 194:183–190
Bernasconi F, Manuel AL, Murray MM, Spierer L (2011) Pre-stimulus beta oscillations within left posterior sylvian regions impact auditory temporal order judgment accuracy. Int J Psychophysiol 79:244–248
Blakemore SJ, Sirigu A (2003) Action prediction in the cerebellum and in the parietal lobe. Exp Brain Res 153:239–245
Bugnariu N, Fung J (2007) Aging and selective sensorimotor strategies in the regulation of upright balance. J Neuroeng Rehabil 4:19
Cabeza R (2002) Hemispheric asymmetry reduction in older adults: the HAROLD model. Psychol Aging 17:85–100
Craik FIM, Byrd M (1982) Aging and cognitive processes. Plenum Press, New York
de Lange FP, Jensen O, Bauer M, Toni I (2008) Interactions between posterior gamma and frontal alpha/beta oscillations during imagined actions. Front Human Neurosci 2:7
Debaere F, Wenderoth N, Sunaert S, Van Hecke P, Swinnen SP (2003) Internal vs external generation of movements: differential neural pathways involved in bimanual coordination performed in the presence or absence of augmented visual feedback. NeuroImage 19:764–776
Degardin A, Devos D, Cassim F, Bourriez JL, Defebvre L, Derambure P, Devanne H (2011) Deficit of sensorimotor integration in normal aging. Neurosci Lett 498:208–212
Derambure P, Defebvre L, Bourriez JL, Cassim F, Guieu JD (1999) Event-related desynchronization and synchronization. Reactivity of electrocortical rhythms in relation to the planning and execution of voluntary movement. Neurophysiol Clin 29:53–70
Diener HC, Dichgans J, Guschlbauer B, Mau H (1984) The significance of proprioception on postural stabilization as assessed by ischemia. Brain Res 296:103–109
Drewing K, Aschersleben G (2003) Reduced timing variability during bimanual coupling: a role for sensory information. Q J Exp Psychol 56:329–350
Engel AK, Fries P (2010) Beta-band oscillations—signalling the status quo? Curr Opin Neurobiol 20:156–165
Ferrell WR, Crighton A, Sturrock RD (1992) Position sense at the proximal interphalangeal joint is distorted in patients with rheumatoid arthritis of finger joints. Exp Physiol 77:675–680
Fitzpatrick R, McCloskey DI (1994) Proprioceptive, visual and vestibular thresholds for the perception of sway during standing in humans. J Physiol 478(Pt 1):173–186
Gaetz W, Macdonald M, Cheyne D, Snead OC (2010) Neuromagnetic imaging of movement-related cortical oscillations in children and adults: age predicts post-movement beta rebound. NeuroImage 51:792–807
Galganski ME, Fuglevand AJ, Enoka RM (1993) Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions. J Neurophysiol 69:2108–2115
Goble DJ, Coxon JP, Wenderoth N, Van Impe A, Swinnen SP (2009) Proprioceptive sensibility in the elderly: degeneration, functional consequences and plastic-adaptive processes. Neurosci Biobehav Rev 33:271–278
Grave de Peralta Menendez R, Gonzalez Andino S, Lantz G, Michel CM, Landis T (2001) Noninvasive localization of electromagnetic epileptic activity. I. Method descriptions and simulations. Brain Topogr 14:131–137
Grave de Peralta Menendez R, Murray MM, Michel CM, Martuzzi R, Gonzalez Andino SL (2004) Electrical neuroimaging based on biophysical constraints. NeuroImage 21:527–539
Guillot A, Collet C, Nguyen VA, Malouin F, Richards C, Doyon J (2009) Brain activity during visual versus kinesthetic imagery: an fMRI study. Hum Brain Mapp 30:2157–2172
Helmuth LL, Ivry RB (1996) When two hands are better than one: reduced timing variability during bimanual movements. J Exp Psychol Hum Percept Perform 22:278–293
Heuninckx S, Wenderoth N, Swinnen SP (2008) Systems neuroplasticity in the aging brain: recruiting additional neural resources for successful motor performance in elderly persons. J Neurosci 28:91–99
Jancke L, Peters M, Schlaug G, Posse S, Steinmetz H, Muller-Gartner H (1998) Differential magnetic resonance signal change in human sensorimotor cortex to finger movements of different rate of the dominant and subdominant hand. Cogn Brain Res 6:279–284
Keinrath C, Wriessnegger S, Muller-Putz GR, Pfurtscheller G (2006) Post-movement beta synchronization after kinesthetic illusion, active and passive movements. Int J Psychophysiol 62:321–327
Kilavik BE, Zaepffel M, Brovelli A, Mackay WA, Riehle A (2013) The ups and downs of beta oscillations in sensorimotor cortex. Exp Neurol 245:15–26
Klimesch W, Doppelmayr M, Schimke H, Ripper B (1997) Theta synchronization and alpha desynchronization in a memory task. Psychophysiology 34:169–176
Koeneke S, Lutz K, Wustenberg T, Jancke L (2004) Bimanual versus unimanual coordination: what makes the difference? NeuroImage 22:1336–1350
Krause V, Bashir S, Pollok B, Caipa A, Schnitzler A, Pascual-Leone A (2012) 1 Hz rTMS of the left posterior parietal cortex (PPC) modifies sensorimotor timing. Neuropsychologia 50:3729–3735
Lacquaniti F, Guigon E, Bianchi L, Ferraina S, Caminiti R (1995) Representing spatial information for limb movement: role of area 5 in the monkey. Cereb Cortex 5:391–409
Lehmann D, Michel CM (1990) Intracerebral dipole source localization for FFT power maps. Electroencephalogr Clin Neurophysiol 76:271–276
Lewis PA, Miall RC (2003) Distinct systems for automatic and cognitively controlled time measurement: evidence from neuroimaging. Curr Opin Neurobiol 13:250–255
Li SC, Lindenberger U (1999) Cross-level unification : a computational exploration of the link between deterioration of neurotransmitter systems and dedifferentiation of cognitive abilities in old age. In: Nilsson LGM, Markowitsch H (eds) Cognitive neuroscience of memory. Hogrefe & Hube, Seattle, pp 103–146
Madhavan S, Shields RK (2005) Influence of age on dynamic position sense: evidence using a sequential movement task. Exp Brain Res 164:18–28
Mattay VS, Fera F, Tessitore A, Hariri AR, Das S, Callicott JH, Weinberger DR (2002) Neurophysiological correlates of age-related changes in human motor function. Neurology 58:630–635
McFarland DJ, Miner LA, Vaughan TM, Wolpaw JR (2000) Mu and beta rhythm topographies during motor imagery and actual movements. Brain Topogr 12:177–186
Michel CM, Murray MM (2012) Towards the utilization of EEG as a brain imaging tool. NeuroImage 61:371–385
Michel CM, Murray MM, Lantz G, Gonzalez S, Spinelli L, Grave de Peralta R (2004) EEG source imaging. Clin Neurophysiol 115:2195–2222
Muller GR, Neuper C, Rupp R, Keinrath C, Gerner HJ, Pfurtscheller G (2003) Event-related beta EEG changes during wrist movements induced by functional electrical stimulation of forearm muscles in man. Neurosci Lett 340:143–147
Nakagawa K, Aokage Y, Fukuri T, Kawahara Y, Hashizume A, Kurisu K, Yuge L (2011) Neuromagnetic beta oscillation changes during motor imagery and motor execution of skilled movements. NeuroReport 22:217–222
Neuper C, Pfurtscheller G (1996) Post-movement synchronization of beta rhythms in the EEG over the cortical foot area in man. Neurosci Lett 216:17–20
Neuper C, Pfurtscheller G (2001) Event-related dynamics of cortical rhythms: frequency-specific features and functional correlates. Int J Psychophysiol 43:41–58
Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9:97–113
Perrin F, Pernier J, Bertrand O, Giard MH, Echallier JF (1987) Mapping of scalp potentials by surface spline interpolation. Electroencephalogr Clin Neurophysiol 66:75–81
Pfurtscheller G (2001) Functional brain imaging based on ERD/ERS. Vision Res 41:1257–1260
Pfurtscheller G, Lopes da Silva FH (1999) Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 110:1842–1857
Pfurtscheller G, Stancak A Jr, Neuper C (1996) Event-related synchronization (ERS) in the alpha band—an electrophysiological correlate of cortical idling: a review. Int J Psychophysiol 24:39–46
Pfurtscheller G, Neuper C, Andrew C, Edlinger G (1997) Foot and hand area mu rhythms. Int J Psychophysiol 26:121–135
Reuter-Lorenz PA, Lustig C (2005) Brain aging: reorganizing discoveries about the aging mind. Curr Opin Neurobiol 15:245–251
Ritter P, Moosmann M, Villringer A (2009) Rolandic alpha and beta EEG rhythms’ strengths are inversely related to fMRI-BOLD signal in primary somatosensory and motor cortex. Hum Brain Mapp 30:1168–1187
Sasaki H, Masumoto J, Inui N (2011) Effects of aging on control of timing and force of finger tapping. Mot Control 15:175–186
Sauseng P, Gerloff C, Hummel FC (2013) Two brakes are better than one: the neural bases of inhibitory control of motor memory traces. NeuroImage 65:52–58
Seidler-Dobrin RD, Stelmach GE (1998) Persistence in visual feedback control by the elderly. Exp Brain Res 119:467–474
Serrien DJ (2008) The neural dynamics of timed motor tasks: evidence from a synchronization-continuation paradigm. Eur J Neurosci 27:1553–1560
Serrien DJ, Brown P (2004) Changes in functional coupling patterns during bimanual task performance. NeuroReport 15:1387–1390
Serrien DJ, Swinnen SP, Stelmach GE (2000) Age-related deterioration of coordinated interlimb behavior. J Gerontol 55:295–303
Serrien DJ, Nirkko AC, Lovblad KO, Wiesendanger M (2001) Damage to the parietal lobe impairs bimanual coordination. NeuroReport 12:2721–2724
Serrien DJ, Cassidy MJ, Brown P (2003) The importance of the dominant hemisphere in the organization of bimanual movements. Hum Brain Mapp 18:296–305
Shaffer SW, Harrison AL (2007) Aging of the somatosensory system: a translational perspective. Phys Ther 87:193–207
Sommervoll Y, Ettema G, Vereijken B (2011) Effects of age, task, and frequency on variability of finger tapping. Percept Mot Skills 113:647–661
Steriade M, Llinas RR (1988) The functional states of the thalamus and the associated neuronal interplay. Physiol Rev 68:649–742
Summers JJ, Lewis J, Fujiyama H (2010) Aging effects on event and emergent timing in bimanual coordination. Hum Mov Sci 29:820–830
Swinnen SP, Wenderoth N (2004) Two hands, one brain: cognitive neuroscience of bimanual skill. Trends Cogn Sci 8:18–25
Swinnen SP, Verschueren SMP, Bogaerts H, Dounskaia N, Lee TD, Stelmach GE, Serrien DJ (1998) Age-related deficits in motor learning and differences in feedback processing during the production of a bimanual coordination pattern. Cogn Neuropsychol 15:439–466
ter Horst AC, Cole J, van Lier R, Steenbergen B (2012) The effect of chronic deafferentation on mental imagery: a case study. PLoS ONE 7:e42742
van Hedel HJ, Dietz V (2004) The influence of age on learning a locomotor task. Clin Neurophysiol 115:2134–2143
van Wijk BC, Litvak V, Friston KJ, Daffertshofer A (2013) Nonlinear coupling between occipital and motor cortex during motor imagery: a dynamic causal modeling study. NeuroImage 71:104–113
Wai YY, Wang JJ, Weng YH et al (2012) Cortical involvement in a gait-related imagery task: comparison between Parkinson’s disease and normal aging. Parkinsonism Relat Disord 18:537–542
Wenderoth N, Debaere F, Sunaert S, Swinnen SP (2005) The role of anterior cingulate cortex and precuneus in the coordination of motor behaviour. Eur J Neurosci 22:235–246
Wishart LR, Lee TD, Murdoch JE, Hodges NJ (2000) Effects of aging on automatic and effortful processes in bimanual coordination. J Gerontol 55:85–94
Wishart LR, Lee TD, Cunningham SJ, Murdoch JE (2002) Age-related differences and the role of augmented visual feedback in learning a bimanual coordination pattern. Acta Psychol 110:247–263
Wright ML, Adamo DE, Brown SH (2011) Age-related declines in the detection of passive wrist movement. Neurosci Lett 500:108–112
Acknowledgments
This work was supported by a grant from the Rhône-Alpes Region to ES, CL, MPD and JB (Research Cluster Fund No. 08 013981 01) and from the Swiss National Science Foundation to LS (#320030_143348). Cartool software (http://sites.google.com/site/fbmlab/cartool) has been programmed by Denis Brunet, from the Functional Brain Mapping Laboratory, Geneva, Switzerland, and supported by the Center for Biomedical Imaging (CIBM) of Geneva and Lausanne. Recordings were performed in the Laboratory for Experimental Research on Behavior (www.unil.ch/lerb) at the University of Lausanne, Switzerland, and at the Faculty of Psychology and Educational Sciences at the University of Geneva, Switzerland (www.unige.ch/fapse). The authors wish to thank Fosco Bernarsconi for his assistance with the analyses and the volunteers for their participation.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sallard, E., Spierer, L., Ludwig, C. et al. Age-related changes in the bimanual advantage and in brain oscillatory activity during tapping movements suggest a decline in processing sensory reafference. Exp Brain Res 232, 469–479 (2014). https://doi.org/10.1007/s00221-013-3754-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00221-013-3754-3