Influence Factors of Corticomuscular Coherence and Rehabilitation Application
Shi Xianle1, Xu Rui1#*, Wang Yaoyao2, Meng Lin2, Liu Yuan2, Ming Dong1,2#
1(College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China) 2(Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 100000, China)
Abstract Corticomuscular coherence (CMC) is a tool for understanding how cerebral cortex controls muscle movement and evaluating the functional coupling between the cerebral motor cortex and related muscles. It is of great significance in related research on rehabilitation evaluation. Starting from the general definition of CMC, this paper summarized the frequency distribution characteristics of CMC within α, β and γ bands, introduced the influence of force level, age and pathological state on CMC from the view of theoretical research, and emphasized the application of CMC in the rehabilitation of stroke and other motor disorders. In the last part, we discussed some limitations in the research of CMC, and proposed potential improvements and explorations for the follow-up development, aiming to provide a new perspective and means for related rehabilitation research.
Shi Xianle,Xu Rui,Wang Yaoyao, et al. Influence Factors of Corticomuscular Coherence and Rehabilitation Application[J]. Chinese Journal of Biomedical Engineering, 2021, 40(6): 743-751.
[1] Mima T,Hallett M. Corticomuscular coherence: A review [J]. Journal of Clinical Neurophysiology, 1999, 16(6): 501-511. [2] 傅炜东. 自主动作和电刺激下的脑电/肌电相干性对比分析研究[D]. 杭州:杭州电子科技大学, 2018. [3] 马培培. 中风康复运动中脑肌电同步分析[D]. 秦皇岛:燕山大学, 2014. [4] 高云园,任磊磊,张迎春,等. 基于相干性的多频段脑肌电信号双向耦合分析[J]. 传感技术学报, 2017, 30(10): 1465-1471. [5] Liang Tie,Zhang Qingyu,Liu Xiaoguang,et al. Identifying bidirectional total and non-linear information flow in functional corticomuscular coupling during a dorsiflexion task: A pilot study [J]. Journal of Neuroengineering and Rehabilitation, 2021, 18(1):1-27. [6] Yokoyama H,Yoshida T,Zabjek K,et al. Defective corticomuscular connectivity during walking in patients with Parkinson's disease [J]. Journal of Neurophysiology, 2020, 124(5): 1399-1414. [7] Caviness JN,Shill HA,Sabbagh MN,et al. Corticomuscular coherence is increased in the small postural tremor of Parkinson's disease [J]. Movement Disorders, 2006, 21(4): 492-499. [8] Conway BA,Halliday DM,Farmer SF,et al. Synchronization between motor cortex and spinal motoneuronal pool during the performance of a maintained motor task in man [J]. The Journal of Physiology, 1995, 489 (3): 917-924. [9] Baker SN,Olivier E,Lemon RN. Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation [J]. The Journal of Physiology, 1997, 501 (1): 225-241. [10] Ushiyama J,Katsu M,Masakado Y,et al. Muscle fatigue-induced enhancement of corticomuscular coherence following sustained submaximal isometric contraction of the tibialis anterior muscle [J]. Journal of Applied Physiology, 2011, 110(5): 1233-1240. [11] Ushiyama J,Yamada J,Liu Meigen,et al. Individual difference in beta-band corticomuscular coherence and its relation to force steadiness during isometric voluntary ankle dorsiflexion in healthy humans [J]. Clinical Neurophysiology, 2017, 128(2): 303-311. [12] Brown P,Salenius S,Rothwell JC,et al. Cortical correlate of the piper rhythm in humans [J]. Journal of Neurophysiology, 1998, 80(6): 2911-2917. [13] Ushiyama J,Masakado Y,Fujiwara T,et al. Contraction level-related modulation of corticomuscular coherence differs between the tibialis anterior and soleus muscles in humans [J]. Journal of Applied Physiology, 2012, 112(8): 1258-1267. [14] Omlor W,Patino L,Mendez-Balbuena I,et al. Corticospinal beta-range coherence is highly dependent on the pre-stationary motor state [J]. Journal of Neuroscience, 2011, 31(22): 8037-8045. [15] Liu Jinbiao,Sheng Yixuan,Liu Honghai. Corticomuscular coherence and its applications: A review [J]. Frontiers in Human Neuroscience, 2019, 13:100. [16] Fu Anshuang,Xu Rui,He Feng,et al. Corticomuscular coherence analysis on the static and dynamic tasks of hand movement [C]// 2014 19th International Conference on Digital Signal Processing. Hong Kong: IEEE, 2014: 715-718. [17] James LM,Halliday DM,Stephens JA,et al. On the development of human corticospinal oscillations: age-related changes in EEG-EMG coherence and cumulant [J]. European Journal of Neuroscience, 2008, 27(12): 3369-3379. [18] Mima T,Toma K,Koshy B,et al. Coherence between cortical and muscular activities after subcortical stroke [J]. Stroke, 2001, 32(11): 2597-2601. [19] Lattari E,Velasques B,Cunha M,et al. Corticomuscular coherence behavior in fine motor control of force: A critical review [J]. Revista De Neurologia, 2010, 51(10): 610-623. [20] Kilner JM,Baker SN,Salenius S,et al. Human cortical muscle coherence is directly related to specific motor parameters [J]. Journal of Neuroscience, 2000, 20(23): 8838-8845. [21] Lim M,Kim JS,Kim M,et al. Ascending beta oscillation from finger muscle to sensorimotor cortex contributes to enhanced steady-state isometric contraction in humans [J]. Clinical Neurophysiology, 2014, 125(10): 2036-2045. [22] Rong Yao,Han Xixuan,Hao Dongmei,et al. Applying support vector regression analysis on grip force level-related corticomuscular coherence[J]. Journal of Computational Neuroscience, 2014, 37(2): 281-291. [23] Yang Qi,Fang Yin,Sun CK,et al. Weakening of functional corticomuscular coupling during muscle fatigue [J]. Brain Research, 2009, 1250: 101-112. [24] Chakarov V,Naranjo JR,Schulte-Monting J,et al. Beta-range EEG-EMG coherence with isometric compensation for increasing modulated low-level forces [J]. Journal of Neurophysiology, 2009, 102(2): 1115-1120. [25] Faulkner JA,Larkin LM,Claflin DR,et al. Age-related changes in the structure and function of skeletal muscles [J]. Clinical and Experimental Pharmacology and Physiology, 2007, 34(11): 1091-1096. [26] Plow EB,Cunningham DA,Bonnett C,et al. Neurophysiological correlates of aging-related muscle weakness [J]. Journal of Neurophysiology, 2013, 110(11): 2563-2573. [27] Graziadio S,Basu A,Tomasevic L,et al. Developmental tuning and decay in senescence of oscillations linking the corticospinal system [J]. Journal of Neuroscience, 2010, 30(10): 3663-3674. [28] Johnson AN,Shinohara M. Corticomuscular coherence with and without additional task in the elderly [J]. Journal of Applied Physiology, 2012, 112(6): 970-981. [29] Semmler JG,Kornatz KW,Meyer FG,et al. Diminished task-related adjustments of common inputs to hand muscle motor neurons in older adults [J]. Experimental Brain Research, 2006, 172(4): 507-518. [30] Mattay VS,Fera F,Tessitore A,et al. Neurophysiological correlates of age-related changes in human motor function [J]. Neurology, 2002, 58(4): 630-635. [31] Bayram MB,Siemionow V,Yue GH. Weakening of corticomuscular signal coupling during voluntary motor action in aging [J]. Journals of Gerontology Series, 2015, 70(8): 1037-1043. [32] Bonzano L,Signori A,Sormani MP,et al. Effects of aging on hand function in MS [J]. Multiple Sclerosis Journal, 2018, 24(6): 859-859. [33] Fang Yin,Daly JJ,Sun Jiayang,et al. Functional corticomuscular connection during reaching is weakened following stroke [J]. Clinical Neurophysiology, 2009, 120(5): 994-1002. [34] Gao Yunyuan,Ren Leilei,Li Rihui,et al. Electroencephalogram-electromyography coupling analysis in stroke based on symbolic transfer entropy [J]. Frontiers in Neurology, 2018, 8:716. [35] Nielsen JB,Brittain JS,Halliday DM,et al. Reduction of common motoneuronal drive on the affected side during walking in hemiplegic stroke patients [J]. Clinical Neurophysiology, 2008, 119(12): 2813-2818. [36] Marshall RS,Perera GM,Lazar RM,et al. Evolution of cortical activation during recovery from corticospinal tract infarction [J]. Stroke, 2000, 31(3): 656-661. [37] Rossiter HE,Eaves C,Davis E,et al. Changes in the location of cortico-muscular coherence following stroke[J]. Neuroimage Clinical, 2012, 2(1): 50-55. [38] Sharifi S,Luft F,Verhagen R,et al. Intermittent cortical involvement in the preservation of tremor in essential tremor [J]. Journal of Neurophysiology, 2017, 118(5): 2628-2635. [39] Riquelme I,Cifre I,Munoz MA,et al. Altered corticomuscular coherence elicited by paced isotonic contractions in individuals with cerebral palsy: a case-control study [J]. Journal of Electromyography and Kinesiology, 2014, 24(6): 928-933. [40] Weiss D,Breit S,Hoppe J,et al. Subthalamic nucleus stimulation restores the efferent cortical drive to muscle in parallel to functional motor improvement [J]. European Journal of Neuroscience, 2012, 35(6): 896-908. [41] Zheng Yang,Peng Yu,Xu Guanghua,et al. Using corticomuscular coherence to reflect function recovery of paretic upper limb after stroke: a case study [J]. Frontiers in Neurology, 2018, 8:728-734. [42] 姚滔涛,王宁华,陈卓铭. 脑卒中运动功能训练的循证医学研究[J]. 中国康复医学杂志, 2010, 25(6): 565-570. [43] Chollet F,Dipiero V,Wise RJ,et al. The functional anatomy of motor recovery after stroke in humans: a study with positron emission tomography [J]. Annals of Neurology, 1991, 29(1): 63-71. [44] Cramer SC,Nelles G,Benson RR,et al. A functional MRI study of subjects recovered from hemiparetic stroke [J]. Stroke, 1997, 28(12): 2518-2527. [45] Krauth R,Schwertner J,Vogt S,et al. Cortico-muscular coherence is reduced acutely post-stroke and increases bilaterally during motor recovery: a pilot study [J]. Frontiers in Neurology, 2019, 10. [46] 马培培,陈迎亚,杜义浩,等. 中风康复运动中脑电-肌电相干性分析[J]. 生物医学工程学杂志, 2014, 31(05): 971-977. [47] Von Carlowitz-Ghori K,Bayraktaroglu Z,Hohlefeld FU,et al. Corticomuscular coherence in acute and chronic stroke [J]. Clinical Neurophysiology, 2014, 125(6): 1182-1191. [48] Belardinelli P,Laer L,Ortiz E,et al. Plasticity of premotor cortico-muscular coherence in severely impaired stroke patients with hand paralysis [J]. Neuroimage Clinical, 2017, 14: 726-733. [49] Larsen LH,Zibrandtsen IC,Wienecke T,et al. Corticomuscular coherence in the acute and subacute phase after stroke[J]. Clinical Neurophysiology, 2017, 128(11): 2217-2226. [50] Surmeier DJ,Guzman JN,Sanchez-Padilla J,et al. What causes the death of dopaminergic neurons in Parkinson's disease?[J]. Progress in Brain Research, 2010, 183(C):59-77. [51] Roeder L,Boonstra TW,Kerr GK. Corticomuscular control of walking in older people and people with Parkinson's disease[J]. Scientific Reports, 2020, 10(1): 2980-2980. [52] Park H,Kim JS,Paek SH,et al. Cortico-muscular coherence increases with tremor improvement after deep brain stimulation in Parkinson's disease [J]. Neuroreport, 2009, 20(16): 1444-1449. [53] Braendvik SM,Roeleveld K. The role of co-activation in strength and force modulation in the elbow of children with unilateral cerebral palsy [J]. Journal of Electromyography and Kinesiology, 2012, 22(1): 137-144. [54] Xu Rui,Wang Yaoyao,Wang Kun,et al. Increased corticomuscular coherence and brain activation immediately after short-term neuromuscular electrical stimulation [J]. Frontiers in Neurology, 2018, 9:886-896. [55] Lundbye-Jensen J,Nielsen JB. Central nervous adaptations following 1 week of wrist and hand immobilization [J]. Journal of Applied Physiology, 2008, 105(1): 139-151. [56] Matsuya R,Ushiyama J,Ushiba J. Inhibitory interneuron circuits at cortical and spinal levels are associated with individual differences in corticomuscular coherence during isometric voluntary contraction[J]. Scientific Reports, 2017, 7(1):44417. [57] Liu Jinbiao,Wang Jixian,Tan Gansheng,et al. Correlation evaluation of functional corticomuscular coupling with abnormal muscle synergy after stroke [J]. IEEE Transactions on Biomedical Engineering, 2021, PP(99):1-12.
