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Tuleasca C, Bolton TAW, Régis J, Najdenovska E, Witjas T, Girard N, Delaire F, Vincent M, Faouzi M, Thiran JP, Bach Cuadra M, Levivier M, Van De Ville D. Normalization of aberrant pretherapeutic dynamic functional connectivity of extrastriate visual system in patients who underwent thalamotomy with stereotactic radiosurgery for essential tremor: a resting-state functional MRI study. J Neurosurg 2020; 132:1792-1801. [PMID: 31075777 DOI: 10.3171/2019.2.jns183454] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 02/12/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The tremor circuitry has commonly been hypothesized to be driven by one or multiple pacemakers within the cerebello-thalamo-cortical pathway, including the cerebellum, contralateral motor thalamus, and primary motor cortex. However, previous studies, using multiple methodologies, have advocated that tremor could be influenced by changes within the right extrastriate cortex, at both the structural and functional level. The purpose of this work was to evaluate the role of the extrastriate cortex in tremor generation and further arrest after left unilateral stereotactic radiosurgery thalamotomy (SRS-T). METHODS The authors considered 12 healthy controls (HCs, group 1); 15 patients with essential tremor (ET, right-sided, drug-resistant; group 2) before left unilateral SRS-T; and the same 15 patients (group 3) 1 year after the intervention, to account for delayed effects. Blood oxygenation level-dependent functional MRI during resting state was used to characterize the dynamic interactions of the right extrastriate cortex, comparing HC subjects against patients with ET before and 1 year after SRS-T. In particular, the authors applied coactivation pattern analysis to extract recurring whole-brain spatial patterns of brain activity over time. RESULTS The authors found 3 different sets of coactivating regions within the right extrastriate cortex in HCs and patients with pretherapeutic ET, reminiscent of the "cerebello-visuo-motor," "thalamo-visuo-motor" (including the targeted thalamus), and "basal ganglia and extrastriate" networks. The occurrence of the first pattern was decreased in pretherapeutic ET compared to HCs, whereas the other two patterns showed increased occurrences. This suggests a misbalance between the more prominent cerebellar circuitry and the thalamo-visuo-motor and basal ganglia networks. Multiple regression analysis showed that pretherapeutic standard tremor scores negatively correlated with the increased occurrence of the thalamo-visuo-motor network, suggesting a compensatory pathophysiological trait. Clinical improvement after SRS-T was related to changes in occurrences of the basal ganglia and extrastriate cortex circuitry, which returned to HC values after the intervention, suggesting that the dynamics of the extrastriate cortex had a role in tremor generation and further arrest after the intervention. CONCLUSIONS The data in this study point to a broader implication of the visual system in tremor generation, and not only through visual feedback, given its connections to the dorsal visual stream pathway and the cerebello-thalamo-cortical circuitry, with which its dynamic balance seems to be a crucial feature for reduced tremor. Furthermore, SRS-T seems to bring abnormal pretherapeutic connectivity of the extrastriate cortex to levels comparable to those of HC subjects.
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Affiliation(s)
- Constantin Tuleasca
- 1Service de Neurochirurgie, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires Paris-Sud, Centre Hospitalier Universitaire de Bicêtre, Paris
- 2Faculté de Médecine, Sorbonne Université, Paris, France
- 3Neurosurgery Service and Gamma Knife Center, Centre Hospitalier Universitaire Vaudois, Lausanne
- 4Medical Image Analysis Laboratory and Department of Radiology-Center of Biomedical Imaging, Centre Hospitalier Universitaire Vaudois, Lausanne
- 5Signal Processing Laboratory (LTS 5), École Polytechnique Fédérale de Lausanne
- 6Faculty of Biology and Medicine University of Lausanne
| | - Thomas A W Bolton
- 7Medical Image Processing Laboratory, École Polytechnique Fédérale de Lausanne, Switzerland
- 8Department of Radiology and Medical Informatics, University of Geneva, Switzerland
| | - Jean Régis
- 9Stereotactic and Functional Neurosurgery Service and Gamma Knife Unit, CHU Timone, Marseille
| | - Elena Najdenovska
- 4Medical Image Analysis Laboratory and Department of Radiology-Center of Biomedical Imaging, Centre Hospitalier Universitaire Vaudois, Lausanne
| | | | - Nadine Girard
- 11Department of Diagnostic and Interventional Neuroradiology, Centre de Résonance Magnétique Biologique et Médicale, Unité Mixte de Recherche, Centre National de la Recherche Scientifique, Faculté de Médecine et Assistance Publique-Hôpitaux de Marseille, Hôpital Timone, Marseille, France
| | - Francois Delaire
- 9Stereotactic and Functional Neurosurgery Service and Gamma Knife Unit, CHU Timone, Marseille
| | - Marion Vincent
- 9Stereotactic and Functional Neurosurgery Service and Gamma Knife Unit, CHU Timone, Marseille
| | - Mohamed Faouzi
- 12Institute of Social and Preventive Medicine, Lausanne; and
| | - Jean-Philippe Thiran
- 5Signal Processing Laboratory (LTS 5), École Polytechnique Fédérale de Lausanne
- 13Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Meritxell Bach Cuadra
- 4Medical Image Analysis Laboratory and Department of Radiology-Center of Biomedical Imaging, Centre Hospitalier Universitaire Vaudois, Lausanne
- 5Signal Processing Laboratory (LTS 5), École Polytechnique Fédérale de Lausanne
| | - Marc Levivier
- 3Neurosurgery Service and Gamma Knife Center, Centre Hospitalier Universitaire Vaudois, Lausanne
- 6Faculty of Biology and Medicine University of Lausanne
| | - Dimitri Van De Ville
- 7Medical Image Processing Laboratory, École Polytechnique Fédérale de Lausanne, Switzerland
- 8Department of Radiology and Medical Informatics, University of Geneva, Switzerland
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Zhang Z, Sternad D. The primacy of rhythm: how discrete actions merge into a stable rhythmic pattern. J Neurophysiol 2018; 121:574-587. [PMID: 30565969 DOI: 10.1152/jn.00587.2018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This study examined how humans spontaneously merge a sequence of discrete actions into a rhythmic pattern, even when periodicity is not required. Two experiments used a virtual throwing task, in which subjects performed a long sequence of discrete throwing movements, aiming to hit a virtual target. In experiment 1, subjects performed the task for 11 sessions. Although there was no instruction to perform rhythmically, the variability of the interthrow intervals decreased to a level comparable to that of synchronizing with a metronome; furthermore, dwell times shortened or even disappeared with practice. Floquet multipliers and decreasing variability of the arm trajectories estimated in state space indicated an increasing degree of dynamic stability. Subjects who achieved a higher level of periodicity and stability also displayed higher accuracy in the throwing task. To directly test whether rhythmicity affected performance, experiment 2 disrupted the evolving continuity and periodicity by enforcing a pause between successive throws. This discrete group performed significantly worse and with higher variability in their arm trajectories than the self-paced group. These findings are discussed in the context of previous neuroimaging results showing that rhythmic movements involve significantly fewer cortical and subcortical activations than discrete movements and therefore may pose a computationally more parsimonious solution. Such emerging stable rhythms in neuromotor subsystems may serve as building blocks or dynamic primitives for complex actions. The tendency for humans to spontaneously fall into a rhythm in voluntary movements is consistent with the ubiquity of rhythms at all levels of the physiological system. NEW & NOTEWORTHY When performing a series of throws to hit a target, humans spontaneously merged successive actions into a continuous approximately periodic pattern. The degree of rhythmicity and stability correlated with hitting accuracy. Enforcing irregular pauses between throws to disrupt the rhythm deteriorated performance. Stable rhythmic patterns may simplify control of movement and serve as dynamic primitives for more complex actions. This observation reveals that biological systems tend to exhibit rhythmic behavior consistent with a plethora of physiological processes.
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Affiliation(s)
- Zhaoran Zhang
- Department of Bioengineering, Northeastern University , Boston, Massachusetts
| | - Dagmar Sternad
- Department of Biology, Electrical and Computer Engineering, and Physics, Northeastern University , Boston, Massachusetts
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Tuleasca C, Najdenovska E, Régis J, Witjas T, Girard N, Champoudry J, Faouzi M, Thiran JP, Cuadra MB, Levivier M, Van De Ville D. Pretherapeutic Motor Thalamus Resting-State Functional Connectivity with Visual Areas Predicts Tremor Arrest After Thalamotomy for Essential Tremor: Tracing the Cerebello-thalamo-visuo-motor Network. World Neurosurg 2018; 117:e438-e449. [DOI: 10.1016/j.wneu.2018.06.049] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 06/06/2018] [Accepted: 06/08/2018] [Indexed: 11/17/2022]
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