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Supplementing Best Care with Specialized Rehabilitation Treatment in Parkinson's Disease: A Retrospective Study by Different Expert Centers
Ghilardi, Maria Felice; Quartarone, Angelo; Di Rocco, Alessandro; Calabrò, Rocco Salvatore; Luo, Sheng; Liu, Hongliang; Norcini, Monica; Canesi, Margherita; Cian, Veronica; Zarucchi, Marianna; Ortelli, Paola; Volpe, Daniele; Bakdounes, Leila; Castelli, Davide; Di Fonzo, Alessio; Franco, Giulia; Frattini, Emanuele; Avanzino, Laura; Pelosin, Elisa; Ogliastro, Carla; Ceravolo, Roberto; Palermo, Giovanni; Tommasini, Luca; Frosini, Daniela; Parnetti, Lucilla; Tambasco, Nicola; Nigro, Pasquale; Simoni, Simone; Schmidt, Peter
PMCID:11122594
PMID: 38792540
ISSN: 2077-0383
CID: 5655242
Neural fatigue due to intensive learning is reversed by a nap but not by quiet waking
Nelson, Aaron B; Ricci, Serena; Tatti, Elisa; Panday, Priya; Girau, Elisa; Lin, Jing; Thomson, Brittany O; Chen, Henry; Marshall, William; Tononi, Giulio; Cirelli, Chiara; Ghilardi, M Felice
Do brain circuits become fatigued due to intensive neural activity or plasticity? Is sleep necessary for recovery? Well-rested subjects trained extensively in a visuo-motor rotation learning task (ROT) or a visuo-motor task without rotation learning (MOT), followed by sleep or quiet wake. High-density electroencephalography showed that ROT training led to broad increases in EEG power over a frontal cluster of electrodes, with peaks in the theta (mean ± SE: 24% ± 6%, p = 0.0013) and beta ranges (10% ± 3%, p = 0.01). These traces persisted in the spontaneous EEG (sEEG) between sessions (theta: 42% ± 8%, p = 0.0001; beta: 35% ± 7%, p = 0.002) and were accompanied by increased errors in a motor test with kinematic characteristics and neural substrates similar to ROT (81.8% ± 0.8% vs. 68.2% ± 2.3%; two-tailed paired t-test: p = 0.00001; Cohen's d = 1.58), as well as by score increases of subjective task-specific fatigue (4.00 ± 0.39 vs. 5.36 ± 0.39; p = 0.0007; Cohen's d = 0.60). Intensive practice with MOT did not affect theta sEEG or the motor test. A nap, but not quiet wake, induced a local sEEG decrease of theta power by 33% (SE: 8%, p = 0.02), renormalized test performance (70.9% ± 2.9% vs 79.1% ± 2.7%, p = 0.018, Cohen's d = 0.85), and improved learning ability in ROT (adaptation rate: 71.2 ± 1.2 vs. 73.4 ± 0.9, p = 0.024; Cohen's d = 0.60). Thus, sleep is necessary to restore plasticity-induced fatigue and performance.
PMCID:7819839
PMID: 32745192
ISSN: 1550-9109
CID: 6072302
Extended Visual Sequence Learning Leaves a Local Trace in the Spontaneous EEG
Ricci, Serena; Tatti, Elisa; Nelson, Aaron B; Panday, Priya; Chen, Henry; Tononi, Giulio; Cirelli, Chiara; Ghilardi, M Felice
We have previously demonstrated that, in rested subjects, extensive practice in a motor learning task increased both electroencephalographic (EEG) theta power in the areas involved in learning and improved the error rate in a motor test that shared similarities with the task. A nap normalized both EEG and performance changes. We now ascertain whether extensive visual declarative learning produces results similar to motor learning. Thus, during the morning, we recorded high-density EEG in well rested young healthy subjects that learned the order of different visual sequence task (VSEQ) for three one-hour blocks. Afterward, a group of subjects took a nap and another rested quietly. Between each VSEQ block, we recorded spontaneous EEG (sEEG) at rest and assessed performance in a motor test and a visual working memory test that shares similarities with VSEQ. We found that after the third block, VSEQ induced local theta power increases in the sEEG over a right temporo-parietal area that was engaged during the task. This local theta increase was preceded by increases in alpha and beta power over the same area and was paralleled by performance decline in the visual working memory test. Only after the nap, VSEQ learning rate improved and performance in the visual working memory test was restored, together with partial normalization of the local sEEG changes. These results suggest that intensive learning, like motor learning, produces local theta power increases, possibly reflecting local neuronal fatigue. Sleep may be necessary to resolve neuronal fatigue and its effects on learning and performance.
PMCID:8322764
PMID: 34335178
ISSN: 1662-4548
CID: 6072303
Art Therapy for Parkinson's disease: preliminary findings from the ExplorARTPD Study [Meeting Abstract]
Cucca, A.; Di Rocco, A.; Acosta, I.; Berberian, M.; Bertish, H.; Inglese, M.; Mania, D.; Quartarone, A.; Rizzo, J.; Ghilardi, M.; Feigin, A.; Biagioni, M.
ISI:000663065900410
ISSN: 1351-5101
CID: 4989352
Beta power and movement-related beta modulation as hallmarks of energy for plasticity induction: Implications for Parkinson's disease
Ghilardi, Maria Felice; Tatti, Elisa; Quartarone, Angelo
Extensive work on movement-related beta oscillations (~13-30Â Hz) over the sensorimotor areas in both humans and animals has demonstrated that sensorimotor beta power decreases during movement and transiently increases after movement. This beta power modulation has been interpreted as reflecting interactions between sensory and motor cortical areas with attenuation of sensory afferents during movement and their subsequent re-activation for internal models updating. More recent studies in neurologically normal subjects have demonstrated that this movement-related modulation as well as mean beta power at rest increase with practice and that previous motor learning enhances such increases. Conversely, patients with Parkinson's disease (PD) do not show such practice-related increases. Interestingly, a 2-h inactivity period without sleep can restore beta power values to baseline in normal subjects. Based on these results and on those of biochemical and electrophysiological studies in animals, we expand the current interpretation of beta activity and propose that the practice-related increases of beta power over sensorimotor areas are local indices of energy used for engaging plasticity-related activity. This paper provides some preliminary evidence in this respect linking findings of biochemical and electrophysiological studies in both humans and animals. This novel interpretation may explain the high level of beta power at rest, the deficient modulation during movement as well as the decreased skill formation in PD as resulting from deficiency in energy consumption, availability and regulation that are altered in this disease.
PMID: 34144879
ISSN: 1873-5126
CID: 4917882
Art therapy for Parkinson's disease
Cucca, Alberto; Di Rocco, Alessandro; Acosta, Ikuko; Beheshti, Mahya; Berberian, Marygrace; Bertisch, Hilary C; Droby, Amgad; Ettinger, Tom; Hudson, Todd E; Inglese, Matilde; Jung, Yoon J; Mania, Daniella F; Quartarone, Angelo; Rizzo, John-Ross; Sharma, Kush; Feigin, Andrew; Biagioni, Milton C; Ghilardi, M Felice
OBJECTIVE:To explore the potential rehabilitative effect of art therapy and its underlying mechanisms in Parkinson's disease (PD). METHODS:Observational study of eighteen patients with PD, followed in a prospective, open-label, exploratory trial. Before and after twenty sessions of art therapy, PD patients were assessed with the UPDRS, Pegboard Test, Timed Up and Go Test (TUG), Beck Depression Inventory (BDI), Modified Fatigue Impact Scale and PROMIS-Self-Efficacy, Montreal Cognitive Assessment, Rey-Osterrieth Complex Figure Test (RCFT), Benton Visual Recognition Test (BVRT), Navon Test, Visual Search, and Stop Signal Task. Eye movements were recorded during the BVRT. Resting-state functional MRI (rs-fMRI) was also performed to assess functional connectivity (FC) changes within the dorsal attention (DAN), executive control (ECN), fronto-occipital (FOC), salience (SAL), primary and secondary visual (V1, V2) brain networks. We also tested fourteen age-matched healthy controls at baseline. RESULTS:At baseline, PD patients showed abnormal visual-cognitive functions and eye movements. Analyses of rs-fMRI showed increased functional connectivity within DAN and ECN in patients compared to controls. Following art therapy, performance improved on Navon test, eye tracking, and UPDRS scores. Rs-fMRI analysis revealed significantly increased FC levels in brain regions within V1 and V2 networks. INTERPRETATION/CONCLUSIONS:Art therapy improves overall visual-cognitive skills and visual exploration strategies as well as general motor function in patients with PD. The changes in brain connectivity highlight a functional reorganization of visual networks.
PMID: 33526323
ISSN: 1873-5126
CID: 4776032
NEURAL CORRELATES OF VISUOSPATIAL DYSFUNCTION IN PARKINSON'S DISEASE: A MULTIMODAL BIOMARKER STUDY [Meeting Abstract]
Cucca, A.; Mania, D.; Sharma, K.; Acosta, I.; Berberian, M.; Beheshti, M.; Biagioni, M.; Droby, A.; Di Rocco, A.; Ghilardi, M. F.; Inglese, M.; Rizzo, J. R.; Feigin, A.
ISI:000614411700126
ISSN: 1353-8020
CID: 4790882
Prior Practice Affects Movement-Related Beta Modulation and Quiet Wake Restores It to Baseline
Tatti, Elisa; Ricci, Serena; Nelson, Aaron B; Mathew, Dave; Chen, Henry; Quartarone, Angelo; Cirelli, Chiara; Tononi, Giulio; Ghilardi, Maria Felice
Beta oscillations (13.5-25 Hz) over the sensorimotor areas are characterized by a power decrease during movement execution (event-related desynchronization, ERD) and a sharp rebound after the movement end (event-related synchronization, ERS). In previous studies, we demonstrated that movement-related beta modulation depth (peak ERS-ERD) during reaching increases within 1-h practice. This increase may represent plasticity processes within the sensorimotor network. If so, beta modulation during a reaching test should be affected by previous learning activity that engages the sensorimotor system but not by learning involving other systems. We thus recorded high-density EEG activity in a group of healthy subjects performing three 45-min blocks of motor adaptation task to a visually rotated display (ROT) and in another performing three blocks of visual sequence-learning (VSEQ). Each block of either ROT or VSEQ was followed by a simple reaching test (mov) without rotation. We found that beta modulation depth increased with practice across mov tests. However, such an increase was greater in the group performing ROT over both the left and frontal areas previously involved in ROT. Importantly, beta modulation values returned to baseline values after a 90-min of either nap or quiet wake. These results show that previous practice leaves a trace in movement-related beta modulation and therefore such increases are cumulative. Furthermore, as sleep is not necessary to bring beta modulation values to baseline, they could reflect local increases of neuronal activity and decrease of energy and supplies.
PMCID:7462015
PMID: 33013332
ISSN: 1662-5137
CID: 4626592
Visual-Spatial Dysfunction in Parkinson's Disease: an Exploratory Multimodal Biomarker Study [Meeting Abstract]
Cucca, Alberto; Droby, Amgad; Beheshti, Mahya; Acosta, Ikuko; Mania, Daniella; Sharma, Kush; Berberian, Marygrace; Bertish, Hilary C.; Hudson, Todd; Di Rocco, Alessandro; Ghilardi, Maria Felice; Inglese, Matilde; Rizzo, John-Ross; Biagioni, Milton; Feigin, Andrew
ISI:000536058006120
ISSN: 0028-3878
CID: 4561632
New insights into cortico-basal-cerebellar connectome: clinical and physiological considerations
Quartarone, Angelo; Cacciola, Alberto; Milardi, Demetrio; Ghilardi, Maria Felice; Calamuneri, Alessandro; Chillemi, Gaetana; Anastasi, Giuseppe; Rothwell, John
The current model of the basal ganglia system based on the 'direct', 'indirect' and 'hyperdirect' pathways provides striking predictions about basal ganglia function that have been used to develop deep brain stimulation approaches for Parkinson's disease and dystonia. The aim of this review is to challenge this scheme in light of new tract tracing information that has recently become available from the human brain using MRI-based tractography, thus providing a novel perspective on the basal ganglia system. We also explore the implications of additional direct pathways running from cortex to basal ganglia and between basal ganglia and cerebellum in the pathophysiology of movement disorders.
PMID: 31628799
ISSN: 1460-2156
CID: 4146632