Experience influences kinematic motor synergies: an Uncontrolled manifold approach to simulated Nordic skiing

References

• Bartolomei, S., Grillone, G., DiMichele, R., & Cortesi, M. (2021). A comparison between male and female athletes in relative strength and power performances. Journal of Functional Morphology and Kinesiology, 6(1), 17. https://doi.org/10.3390/jfmk6010017
   PubMedGoogle Scholar
• Beerse, M., Bigelow, K. E., & Barrios, J. A. (2020). The patterning of local variability during the acquisition of a novel whole-body continuous motor skill in young adults. Experimental Brain Research, 238(9), 1797–1812. https://doi.org/10.1007/s00221-020-05840-9
   PubMed Web of Science ®Google Scholar
• Bernsteĭn, N. A. (1967). The co-ordination and regulation of movements. Pergamon Press.
   Google Scholar
• Black, D. P., Riley, M. A., & McCord, C. K. (2007). Synergies in intra-and interpersonal interlimb rhythmic coordination. Motor Control, 11(4), 348–373. https://doi.org/10.1123/mcj.11.4.348
   PubMed Web of Science ®Google Scholar
• Buchanan, J. J., & Horak, F. B. (1999). Emergence of postural patterns as a function of vision and translation frequency. Journal of Neurophysiology, 81(5), 2325–2339. https://doi.org/10.1152/jn.1999.81.5.2325
   PubMed Web of Science ®Google Scholar
• Buchfuhrer, M. J., Hansen, J. E., Robinson, T. E., Sue, D. Y., Wasserman, K., & Whipp, B. J. (1983). Optimizing the exercise protocol for cardiopulmonary assessment. Journal of Applied Physiology, 55(5), 1558–1564. https://doi.org/10.1152/jappl.1983.55.5.1558
   PubMed Web of Science ®Google Scholar
• Caldwell, G. E., & Forrester, L. W. (1992). Estimates of mechanical work and energy transfers: Demonstration of a rigid body power model of the recovery leg in gait. Medicine and Science in Sports and Exercise, 24(12), 1396–1412. https://doi.org/10.1249/00005768-199212000-00014
   PubMed Web of Science ®Google Scholar
• Caldwell, G. E., van Emmerik, R. E. A., & Hamill, J. (2000). Movement proficiency: Incorporating task demands and constraints in assessing human movement. In W. A. Sparrow (Ed.), Energetics of human activity (pp. 66–95). Human Kinetics.
   Google Scholar
• Crevecoeur, F., Munoz, D. P., & Scott, S. H. (2016). Dynamic multisensory integration: Somatosensory speed trumps visual accuracy during feedback control. Journal of Neuroscience, 36(33), 8598–8611. https://doi.org/10.1523/JNEUROSCI.0184-16.2016
   PubMed Web of Science ®Google Scholar
• Dahl, C., Sandbakk, Ø., Danielsen, J., & Ettema, G. (2017). The role of power fluctuations in the preference of diagonal vs. double poling sub-technique at different incline-speed combinations in elite cross-country skiers. Frontiers in Physiology, 8, 94. https://doi.org/10.3389/fphys.2017.00094
   PubMed Web of Science ®Google Scholar
• Danielsen, J., Sandbakk, Ø., McGhie, D., Ettema, G., & Ardigò, L. P. (2019). Mechanical energetics and dynamics of uphill double-poling on roller-skis at different incline-speed combinations. PloS One, 14(2), e0212500. https://doi.org/10.1371/journal.pone.0212500
   PubMed Web of Science ®Google Scholar
• Danielsen, J., Sandbakk, Ø., McGhie, D., Ettema, G., & Ardigò, L. P. (2021). Mechanical energy and propulsion mechanics in roller-skiing double-poling at increasing speeds. Plos One, 16(7), e0255202. https://doi.org/10.1371/journal.pone.0255202
   PubMed Web of Science ®Google Scholar
• Delignières, D., Torre, K., Bernard, P. L., & Diedrichsen, J. (2011). Transition from persistent to anti-persistent correlations in postural sway indicates velocity-based control. PLoS Computational Biology, 7(2), e1001089. https://doi.org/10.1371/journal.pcbi.1001089
   PubMed Web of Science ®Google Scholar
• DiCesare, C. A., Minai, A. A., Riley, M. A., Ford, K. R., Hewett, T. E., & Myer, G. D. (2020). Distinct coordination strategies associated with the drop vertical jump task. Medicine and Science in Sports and Exercise, 52(5), 1088. https://doi.org/10.1249/MSS.0000000000002235
   PubMed Web of Science ®Google Scholar
• Enoka, R. M. (2008). Neuromechanics of human movement (4th ed.). Human Kinetics.
   Google Scholar
• Fagg, A. H., Shah, A., & Barto, A. G. (2002). A computational model of muscle recruitment for wrist movements. Journal of Neurophysiology, 88(6), 3348–3358. https://doi.org/10.1152/jn.00621.2002
   PubMed Web of Science ®Google Scholar
• Forgaard, C. J., Reschechtko, S., Gribble, P. L., & Pruszynski, J. A. (2021). Skin and muscle receptors shape coordinated fast feedback responses in the upper limb. Current Opinion in Physiology, 20, 198–205. https://doi.org/10.1016/j.cophys.2021.02.001
   Web of Science ®Google Scholar
• Frayne, D. H., Norman-Gerum, V. T., Howarth, S. J., & Brown, S. H. M. (2022). Synergistic control of hand position, velocity, and acceleration fluctuates across time during simulated Nordic skiing. Human Movement Science, 86, 103014. https://doi.org/10.1016/j.humov.2022.103014
   PubMed Web of Science ®Google Scholar
• Freitas, S. M., Duarte, M., & Latash, M. L. (2006). Two kinematic synergies in voluntary whole-body movements during standing. Journal of Neurophysiology, 95(2), 636–645. https://doi.org/10.1152/jn.00482.2005
   PubMed Web of Science ®Google Scholar
• Gurfinkel, V. S., Ivanenko, Y. P., Levik, Y. S., & Babakova, I. A. (1995). Kinesthetic reference for human orthograde posture. Neuroscience, 68(1), 229–243. https://doi.org/10.1016/0306-4522(95)00136-7
   PubMed Web of Science ®Google Scholar
• Harris, C. M., & Wolpert, D. M. (1998). Signal-dependent noise determines motor planning. Nature, 394(6695), 780–784. https://doi.org/10.1038/29528
   PubMed Web of Science ®Google Scholar
• Hasanbarani, F., & Latash, M. L. (2020). Performance-stabilizing synergies in a complex motor skill: Analysis based on the uncontrolled manifold hypothesis. Motor Control, 24(2), 238–252. https://doi.org/10.1123/mc.2019-0049
   PubMed Web of Science ®Google Scholar
• Hatze, H. (1980). A mathematical model for the computational determination of parameter values of anthropomorphic segments. Journal of Biomechanics, 13(10), 833–843. https://doi.org/10.1016/0021-9290(80)90171-2
   PubMed Web of Science ®Google Scholar
• Hegge, A. M., Bucher, E., Ettema, G., Faude, O., Holmberg, H. C., & Sandbakk, Ø. (2016). Gender differences in power production, energetic capacity and efficiency of elite crosscountry skiers during wholebody, upperbody, and arm poling. European Journal of Applied Physiology, 116(2), 291–300. https://doi.org/10.1007/s00421-015-3281-y
   PubMed Web of Science ®Google Scholar
• Hof, A. L., Gazendam, M. G. J., & Sinke, W. E. (2005). The condition for dynamic stability. Journal of Biomechanics, 38(1), 1–8. https://doi.org/10.1016/j.jbiomech.2004.03.025
   PubMed Web of Science ®Google Scholar
• Horak, F. B. (2006). Postural orientation and equilibrium: What do we need to know about neural control of balance to prevent falls? Age & Ageing, 35(2), ii7–ii11. https://doi.org/10.1093/ageing/afl077
   PubMed Web of Science ®Google Scholar
• Iino, Y., Yoshioka, S., & Fukashiro, S. (2017). Uncontrolled manifold analysis of joint angle variability during table tennis forehand. Human Movement Science, 56, 98–108. https://doi.org/10.1016/j.humov.2017.10.021
   PubMed Web of Science ®Google Scholar
• Jeka, J., Kiemel, T., Creath, R., Horak, F., & Peterka, R. (2004). Controlling human upright posture: Velocity information is more accurate than position or acceleration. Journal of Neurophysiology, 92(4), 2368–2379. https://doi.org/10.1152/jn.00983.2003
   PubMed Web of Science ®Google Scholar
• Kilby, M. C., Molenaar, P., Slobounov, S. M., & Newell, K. M. (2017). Real-time visual feedback of COM and COP motion properties differentially modifies postural control structures. Experimental Brain Research, 235(1), 109–120. https://doi.org/10.1007/s00221-016-4769-3
   PubMed Web of Science ®Google Scholar
• Koh, K., Park, Y. S., Park, D. W., & Shim, J. K. (2020). Dance training improves the CNS’s ability to utilize the redundant degrees of freedom of the whole body. Scientific Reports, 10(1), 1–10. https://doi.org/10.1038/s41598-020-79081-9
   PubMed Web of Science ®Google Scholar
• Latash, M. L. (2012). The bliss (not the problem) of motor abundance (not redundancy). Experimental Brain Research, 217(1), 1–5. https://doi.org/10.1007/s00221-012-3000-4
   PubMed Web of Science ®Google Scholar
• Latash, M. L. (2021). Understanding and synergy: A single concept at different levels of analysis? Frontiers in Systems Neuroscience, 15, 735406. https://doi.org/10.3389/fnsys.2021.735406
   PubMed Web of Science ®Google Scholar
• Latash, M. L., Scholz, J. P., & Schoner, G. (2007). Toward a new theroy of motor synergies. Motor Control, 11(3), 276–308. https://doi.org/10.1123/mcj.11.3.276
   PubMed Web of Science ®Google Scholar
• Latash, M. L., & Zatsiorsky, V. M. (2016). Biomechanics and motor control- defining central concepts. Elsevier Inc.
   Google Scholar
• Lofrumento, M., Tropea, P., Picardi, M., Antoniotti, P., Micera, S., Corbo, M., & Monaco, V. (2021). Effects of gait rehabilitation on motor coordination in stroke survivors: An UCM-based approach. Experimental Brain Research, 239(7), 2107–2118. https://doi.org/10.1007/s00221-021-06117-5
   PubMed Web of Science ®Google Scholar
• Maldonado, G., Bailly, F., Souères, P., & Watier, B. (2018). On the coordination of highly dynamic human movements: An extension of the Uncontrolled manifold approach applied to precision jump in parkour. Scientific Reports, 8(1), 12219. https://doi.org/10.1038/s41598-018-30681-6
   PubMedGoogle Scholar
• Martin, V., Scholz, J. P., & Schoner, G. (2009). Redundancy, self-motion, and motor control. Neural Computation, 21(5), 1371–1414. https://doi.org/10.1162/neco.2008.01-08-698
   PubMed Web of Science ®Google Scholar
• Möhler, F., Marahrens, S., Ringhof, S., Mikut, R., & Stein, T. (2020). Variability of running coordination in experts and novices: A 3D uncontrolled manifold analysis. European Journal of Sport Science, 20(9), 1187–1196. https://doi.org/10.1080/17461391.2019.1709561
   PubMed Web of Science ®Google Scholar
• Möhler, F., Stetter, B., Müller, H., & Stein, T. (2021). Stride-to-stride variability of the center of mass in male trained runners after an exhaustive run: A three dimensional movement variability analysis with a subject-specific anthropometric model. Frontiers in Sports and Active Living, 3, 665500. https://doi.org/10.3389/fspor.2021.665500
   PubMedGoogle Scholar
• Nisky, I., Hsieh, M. H., & Okamura, A. M. (2014). Uncontrolled manifold analysis of arm joint angle variability during robotic teleoperation and freehand movement of surgeons and novices. IEEE Transactions on Biomedical Engineering, 61(12), 2869–2881. https://doi.org/10.1109/TBME.2014.2332359
   PubMed Web of Science ®Google Scholar
• Park, E., Schöner, G., Scholz, J. P., & Balasubramaniam, R. (2012). Functional synergies underlying control of upright posture during changes in head orientation. PLoS ONE, 7(8), e41583. https://doi.org/10.1371/journal.pone.0041583
   PubMed Web of Science ®Google Scholar
• Pataky, T. C. (2010). Generalized n-dimensional biomechanical field analysis using statistical parametric mapping. Journal of Biomechanics, 43(10), 1976–1982. https://doi.org/10.1016/j.jbiomech.2010.03.008
   PubMed Web of Science ®Google Scholar
• Pataky, T. C., & Goulermas, J. Y. (2008). Pedobarographic statistical parametric mapping (pSPM): A pixel-level approach to foot pressure image analysis. Journal of Biomechanics, 41(10), 2136–2143. https://doi.org/10.1016/j.jbiomech.2008.04.034
   PubMed Web of Science ®Google Scholar
• Reisman, D. S., Scholz, J. P., & Schöner, G. (2002). Coordination underlying the control of whole body momentum during sit-to-stand. Gait & posture, 15(1), 45–55. https://doi.org/10.1016/S0966-6362(01)00158-8
   PubMed Web of Science ®Google Scholar
• Robalo, R., Diniz, A., Milho, J., Pitacas, P., & Passos, P. (2021). Are synergies continuously present in cyclical movements? An example with the basketball dribble task. Human Movement Science, 80, 102883. https://doi.org/10.1016/j.humov.2021.102883
   PubMed Web of Science ®Google Scholar
• Robert, T., Bennett, B. C., Russell, S. D., Zirker, C. A., & Abel, M. F. (2009). Angular momentum synergies during walking. Experimental Brain Research, 197(2), 185–197. https://doi.org/10.1007/s00221-009-1904-4
   PubMed Web of Science ®Google Scholar
• Robertson, D. G. E., Winter, D. A., & Winter, D. A. (1980). Mechanical energy generation, absorption and transfer amongst segments during walking. Journal of Biomechanics, 13(10), 845–854. https://doi.org/10.1016/0021-9290(80)90172-4
   PubMed Web of Science ®Google Scholar
• Sanjari, M. A. (2021). Let’s avoid confusion in notation of UCM synergy indexes (letter to the editor). International Journal of Motor Control and Learning, 2(4), 1–3. https://doi.org/10.52547/ijmcl.3.1.1
   Google Scholar
• Scholz, J. P., & Schoner, G. (1999). The uncontrolled manifold concept: Identifying control variables for a functional task. Experimental Brain Research, 126(3), 289–306. https://doi.org/10.1007/s002210050738
   PubMed Web of Science ®Google Scholar
• Serrien, B., Witterzeel, E., & Baeyens, J. P. (2018). The Uncontrolled manifold concept reveals that the structure of postural control in recurve archery shooting is related to accuracy. Journal of Functional Morphology and Kinesiology, 3(3), 48. https://doi.org/10.3390/jfmk3030048
   PubMedGoogle Scholar
• Slobounov, S. M., Slobounova, E. S., & Newell, K. M. (1997). Virtual time-to-collision and human postural control. Journal of Motor Behavior, 29(3), 263–281. https://doi.org/10.1080/00222899709600841
   PubMed Web of Science ®Google Scholar
• Suzuki, Y., Morimoto, H., Kiyono, K., Morasso, P. G., & Nomura, T. (2016). Dynamic determinants of the Uncontrolled manifold during human quiet stance. Frontiers in Human Neuroscience, 10, 618. https://doi.org/10.3389/fnhum.2016.00618
   PubMed Web of Science ®Google Scholar
• Tjønnås, J., Seeberg, T. M., Rindal, O. M. H., Haugnes, P., & Sandbakk, Ø. (2019). Assessment of basic motions and technique identification in classical cross-country skiing. Frontiers in Psychology, 10, 1260. https://doi.org/10.3389/fpsyg.2019.01260
   PubMed Web of Science ®Google Scholar
• Todorov, E., & Jordan, M. I. (2002). Optimal feedback control as a theory of motor coordination. Nature Neuroscience, 5(11), 1226–1235. https://doi.org/10.1038/nn963
   PubMed Web of Science ®Google Scholar
• Tokuda, K., Anan, M., Sawada, T., Tanimoto, K., Takeda, T., Ogata, Y., Takahashi, M., Kito, N., & Shinkoda, K. (2017). Trunk lean gait decreases multi-segmental coordination in the vertical direction. Journal of Physical Therapy Science, 29(11), 1940–1946. https://doi.org/10.1589/jpts.29.1940
   PubMedGoogle Scholar
• Tseng, Y. W., Scholz, J. P., & Galloway, J. C. (2009). The organization of intralimb and interlimb synergies in response to different joint dynamics. Experimental Brain Research, 193(2), 239–254. https://doi.org/10.1007/s00221-008-1616-1
   PubMed Web of Science ®Google Scholar
• Van Ingen Schenau, G. J. (1989). From rotation to translation: Constraints on multi-joint movements and the unique action of bi-articular muscles. Human Movement Science, 8(4), 301–337. https://doi.org/10.1016/0167-9457(89)90037-7
   Web of Science ®Google Scholar
• Winter, D. A. (2009). Biomechanics and motor control of human movement. Winter, D. A. Ed., 4th, John Wiley and Sons Inc. https://doi.org/10.1002/9780470549148.
   Google Scholar
• Yamagata, M., Tateuchi, H., Pataky, T., Shimizu, I., & Ichihashi, N. (2021). Relation between frontal plane center of mass position stability and foot elevation during obstacle crossing. Journal of Biomechanics, 116, 110219. https://doi.org/10.1016/j.jbiomech.2020.110219
   PubMed Web of Science ®Google Scholar
• Yang, J. F., & Scholz, J. P. (2005). Learning a throwing task is associated with differential changes in the use of motor abundance. Experimental Brain Research, 163(2), 137–158. https://doi.org/10.1007/s00221-004-2149-x
   PubMed Web of Science ®Google Scholar
• Yen, J. T., Auyang, A. G., & Chang, Y. H. (2009). Joint-level kinetic redundancy is exploited to control limb-level forces during human hopping. Experimental Brain Research, 196(3), 439–451. https://doi.org/10.1007/s00221-009-1868-4
   PubMed Web of Science ®Google Scholar
• Zoppirolli, C., Pellegrini, B., Bortolan, L., & Schena, F. (2015). Energetics and biomechanics of double poling in regional and high-level cross-country skiers. European Journal of Applied Physiology, 115(5), 969–979. https://doi.org/10.1007/s00421-014-3078-4
   PubMed Web of Science ®Google Scholar