References
[1]. Canolty, R. T., & Knight, R. T. "The functional role of cross-frequency coupling". Trends in Cognitive Sciences, 14(11), 506–515(2010)
[2]. Odekerken, V. J., Boel, J. A., Schmand, B. A., de Haan, R. J., Figee, M., van den Munckhof, P., Schuurman, P. R., & de Bie, R. M. "GPi vs STN deep brain stimulation for Parkinson disease". Neurology, 86(8), 755–761(2016).
[3]. Zheng, Z., Li, Y., Li, J., Zhang, Y., Zhang, X., & Zhuang, P. "Stimulation-Induced Dyskinesia in the Early Stage after Subthalamic Deep Brain Stimulation". Stereotactic and Functional Neurosurgery, 88(1), 29–34(2009)
[4]. Bezard, E., Brotchie, J. M., & Gross, C. E . "Pathophysiology of levodopa-induced dyskinesia: Potential for new therapies". Nature Reviews Neuroscience, 2(8), 577–588(2001)
[5]. [5]Wang, N., Wang, K., Wang, Q., Fan, S., Fu, Z., Zhang, F., Wang, L., & Meng, F. "Stimulation-Induced Dyskinesia After Subthalamic Nucleus Deep Brain Stimulation in Patients With Meige Syndrome". Neuromodulation: Technology at the Neural Interface, 24(2), 286–292 (2021)
[6]. Tsuboi, T., Charbel, M., Peterside, D. T., Rana, M., Elkouzi, A., Deeb, W., Ramirez‐Zamora, A., Lemos Melo Lobo Jofili Lopes, J., Almeida, L., Zeilman, P. R., Eisinger, R. S., Foote, K. D., Okromelidze, L., Grewal, S. S., Okun, M. S., & Middlebrooks, E. H. "Pallidal Connectivity Profiling of Stimulation‐Induced Dyskinesia in Parkinson’s Disease". Movement Disorders, 36(2), 380–388. (2020)
[7]. Knyazev, G. G., Savostyanov, A. N., Bocharov, A. V., Tamozhnikov, S. S., Kozlova, E. A., Leto, I. V., &Slobodskaya, H. R. "Cross-Frequency Coupling in Developmental Perspective". Frontiers in Human Neuroscience, 13. (2019)
[8]. Gong, R., Mühlberg, C., Wegscheider, M., Fricke, C., Rumpf, J. J., Knösche, T. R., & Classen, J. "Cross-frequency phase-amplitude coupling in repetitive movements in patients with Parkinson’s disease". Journal of Neurophysiology, 127(6), 1606–1621. (2022)
[9]. van Driel, J., Cox, R., & Cohen, M. X. "Phase-clustering bias in phase–amplitude cross-frequency coupling and its removal". Journal of Neuroscience Methods, 254, 60–72. (2015)
[10]. Munia, T. T. K., &Aviyente, S. "A Time-frequency Based Multivariate Phase-amplitude Coupling Measure". ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (2019)
[11]. Yin, Z., Zhu, G., Liu, Y., Zhao, B., Liu, D., Bai, Y., Zhang, Q., Shi, L., Feng, T., Yang, A., Liu, H., Meng, F., Neumann, W. J., Kühn, A. A., Jiang, Y., & Zhang, J. "Cortical phase-amplitude coupling is key to the occurrence and treatment of freezing of gait". Brain, 145(7), 2407–2421. (2022)
[12]. [12]Canolty, R. T., Edwards, E., Dalal, S. S., Soltani, M., Nagarajan, S. S., Kirsch, H. E., Berger, M. S., Barbaro, N. M., & Knight, R. T. "High Gamma Power Is Phase-Locked to Theta Oscillations in Human Neocortex". Science, 313(5793), 1626–1628. (2006)
[13]. Tort, A. B. L., Kramer, M. A., Thorn, C., Gibson, D. J., Kubota, Y., Graybiel, A. M., &Kopell, N. J. "Dynamic cross-frequency couplings of local field potential oscillations in rat striatum and hippocampus during performance of a T-maze task". Proceedings of the National Academy of Sciences, 105(51), 20517–20522. (2008)
[14]. Kramer, M., & Eden, U. "Assessment of cross-frequency coupling with confidence using generalized linear models". Journal of Neuroscience Methods, 220(1), 64–74. (2013)
[15]. Mormann, F., Fell, J., Axmacher, N., Weber, B., Lehnertz, K., Elger, C. E., & Fernández, G. "Phase/amplitude reset and theta-gamma interaction in the human medial temporal lobe during a continuous word recognition memory task". Hippocampus, 15(7), 890–900. (2005)
[16]. Amiri, M., Frauscher, B., &Gotman, J. "Phase-Amplitude Coupling Is Elevated in Deep Sleep and in the Onset Zone of Focal Epileptic Seizures". Frontiers in Human Neuroscience, 10. (2016)
[17]. Siebenhühner, F., Wang, S. H., Arnulfo, G., Lampinen, A., Nobili, L., Palva, J. M., &Palva, S. "Genuine cross-frequency coupling networks in human resting-state electrophysiological recordings". PLOS Biology, 18(5), e3000685. (2020)
[18]. Hülsemann, M. J., Naumann, E., & Rasch, B. "Quantification of Phase-Amplitude Coupling in Neuronal Oscillations: Comparison of Phase-Locking Value, Mean Vector Length, Modulation Index, and Generalized-Linear-Modeling-Cross-Frequency-Coupling". Frontiers in Neuroscience, 13. (2019).
Cite this article
Gao,R. (2023). Assess stimulation-induced dyskinesia and its potential physiological mechanism using phase-amplitude coupling. Theoretical and Natural Science,4,728-734.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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References
[1]. Canolty, R. T., & Knight, R. T. "The functional role of cross-frequency coupling". Trends in Cognitive Sciences, 14(11), 506–515(2010)
[2]. Odekerken, V. J., Boel, J. A., Schmand, B. A., de Haan, R. J., Figee, M., van den Munckhof, P., Schuurman, P. R., & de Bie, R. M. "GPi vs STN deep brain stimulation for Parkinson disease". Neurology, 86(8), 755–761(2016).
[3]. Zheng, Z., Li, Y., Li, J., Zhang, Y., Zhang, X., & Zhuang, P. "Stimulation-Induced Dyskinesia in the Early Stage after Subthalamic Deep Brain Stimulation". Stereotactic and Functional Neurosurgery, 88(1), 29–34(2009)
[4]. Bezard, E., Brotchie, J. M., & Gross, C. E . "Pathophysiology of levodopa-induced dyskinesia: Potential for new therapies". Nature Reviews Neuroscience, 2(8), 577–588(2001)
[5]. [5]Wang, N., Wang, K., Wang, Q., Fan, S., Fu, Z., Zhang, F., Wang, L., & Meng, F. "Stimulation-Induced Dyskinesia After Subthalamic Nucleus Deep Brain Stimulation in Patients With Meige Syndrome". Neuromodulation: Technology at the Neural Interface, 24(2), 286–292 (2021)
[6]. Tsuboi, T., Charbel, M., Peterside, D. T., Rana, M., Elkouzi, A., Deeb, W., Ramirez‐Zamora, A., Lemos Melo Lobo Jofili Lopes, J., Almeida, L., Zeilman, P. R., Eisinger, R. S., Foote, K. D., Okromelidze, L., Grewal, S. S., Okun, M. S., & Middlebrooks, E. H. "Pallidal Connectivity Profiling of Stimulation‐Induced Dyskinesia in Parkinson’s Disease". Movement Disorders, 36(2), 380–388. (2020)
[7]. Knyazev, G. G., Savostyanov, A. N., Bocharov, A. V., Tamozhnikov, S. S., Kozlova, E. A., Leto, I. V., &Slobodskaya, H. R. "Cross-Frequency Coupling in Developmental Perspective". Frontiers in Human Neuroscience, 13. (2019)
[8]. Gong, R., Mühlberg, C., Wegscheider, M., Fricke, C., Rumpf, J. J., Knösche, T. R., & Classen, J. "Cross-frequency phase-amplitude coupling in repetitive movements in patients with Parkinson’s disease". Journal of Neurophysiology, 127(6), 1606–1621. (2022)
[9]. van Driel, J., Cox, R., & Cohen, M. X. "Phase-clustering bias in phase–amplitude cross-frequency coupling and its removal". Journal of Neuroscience Methods, 254, 60–72. (2015)
[10]. Munia, T. T. K., &Aviyente, S. "A Time-frequency Based Multivariate Phase-amplitude Coupling Measure". ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (2019)
[11]. Yin, Z., Zhu, G., Liu, Y., Zhao, B., Liu, D., Bai, Y., Zhang, Q., Shi, L., Feng, T., Yang, A., Liu, H., Meng, F., Neumann, W. J., Kühn, A. A., Jiang, Y., & Zhang, J. "Cortical phase-amplitude coupling is key to the occurrence and treatment of freezing of gait". Brain, 145(7), 2407–2421. (2022)
[12]. [12]Canolty, R. T., Edwards, E., Dalal, S. S., Soltani, M., Nagarajan, S. S., Kirsch, H. E., Berger, M. S., Barbaro, N. M., & Knight, R. T. "High Gamma Power Is Phase-Locked to Theta Oscillations in Human Neocortex". Science, 313(5793), 1626–1628. (2006)
[13]. Tort, A. B. L., Kramer, M. A., Thorn, C., Gibson, D. J., Kubota, Y., Graybiel, A. M., &Kopell, N. J. "Dynamic cross-frequency couplings of local field potential oscillations in rat striatum and hippocampus during performance of a T-maze task". Proceedings of the National Academy of Sciences, 105(51), 20517–20522. (2008)
[14]. Kramer, M., & Eden, U. "Assessment of cross-frequency coupling with confidence using generalized linear models". Journal of Neuroscience Methods, 220(1), 64–74. (2013)
[15]. Mormann, F., Fell, J., Axmacher, N., Weber, B., Lehnertz, K., Elger, C. E., & Fernández, G. "Phase/amplitude reset and theta-gamma interaction in the human medial temporal lobe during a continuous word recognition memory task". Hippocampus, 15(7), 890–900. (2005)
[16]. Amiri, M., Frauscher, B., &Gotman, J. "Phase-Amplitude Coupling Is Elevated in Deep Sleep and in the Onset Zone of Focal Epileptic Seizures". Frontiers in Human Neuroscience, 10. (2016)
[17]. Siebenhühner, F., Wang, S. H., Arnulfo, G., Lampinen, A., Nobili, L., Palva, J. M., &Palva, S. "Genuine cross-frequency coupling networks in human resting-state electrophysiological recordings". PLOS Biology, 18(5), e3000685. (2020)
[18]. Hülsemann, M. J., Naumann, E., & Rasch, B. "Quantification of Phase-Amplitude Coupling in Neuronal Oscillations: Comparison of Phase-Locking Value, Mean Vector Length, Modulation Index, and Generalized-Linear-Modeling-Cross-Frequency-Coupling". Frontiers in Neuroscience, 13. (2019).