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Sleep reverts changes in human gray and white matter caused by wake-dependent training
Bernardi, Giulio; Cecchetti, Luca; Siclari, Francesca; Buchmann, Andreas; Yu, Xiaoqian; Handjaras, Giacomo; Bellesi, Michele; Ricciardi, Emiliano; Kecskemeti, Steven R; Riedner, Brady A; Alexander, Andrew L; Benca, Ruth M; Ghilardi, M Felice; Pietrini, Pietro; Cirelli, Chiara; Tononi, Giulio
Learning leads to rapid microstructural changes in gray (GM) and white (WM) matter. Do these changes continue to accumulate if task training continues, and can they be reverted by sleep? We addressed these questions by combining structural and diffusion weighted MRI and high-density EEG in 16 subjects studied during the physiological sleep/wake cycle, after 12 h and 24 h of intense practice in two different tasks, and after post-training sleep. Compared to baseline wake, 12 h of training led to a decline in cortical mean diffusivity. The decrease became even more significant after 24 h of task practice combined with sleep deprivation. Prolonged practice also resulted in decreased ventricular volume and increased GM and WM subcortical volumes. All changes reverted after recovery sleep. Moreover, these structural alterations predicted cognitive performance at the individual level, suggesting that sleep's ability to counteract performance deficits is linked to its effects on the brain microstructure. The cellular mechanisms that account for the structural effects of sleep are unknown, but they may be linked to its role in promoting the production of cerebrospinal fluid and the decrease in synapse size and strength, as well as to its recently discovered ability to enhance the extracellular space and the clearance of brain metabolites.
PMCID:4803519
PMID: 26812659
ISSN: 1095-9572
CID: 2255282
Longitudinal Changes in the Motor Learning-Related Brain Activation Response in Presymptomatic Huntington's Disease
Holtbernd, Florian; Tang, Chris C; Feigin, Andrew; Dhawan, Vijay; Ghilardi, Maria Felice; Paulsen, Jane S; Guttman, Mark; Eidelberg, David
Neurocognitive decline, including deficits in motor learning, occurs in the presymptomatic phase of Huntington's disease (HD) and precedes the onset of motor symptoms. Findings from recent neuroimaging studies have linked these deficits to alterations in fronto-striatal and fronto-parietal brain networks. However, little is known about the temporal dynamics of these networks when subjects approach phenoconversion. Here, 10 subjects with presymptomatic HD were scanned with 15O-labeled water at baseline and again 1.5 years later while performing a motor sequence learning task and a kinematically matched control task. Spatial covariance analysis was utilized to characterize patterns of change in learning-related neural activation occurring over time in these individuals. Pattern expression was compared to corresponding values in 10 age-matched healthy control subjects. Spatial covariance analysis revealed significant longitudinal changes in the expression of a specific learning-related activation pattern characterized by increasing activity in the right orbitofrontal cortex, with concurrent reductions in the right medial prefrontal and posterior cingulate regions, the left insula, left precuneus, and left cerebellum. Changes in the expression of this pattern over time correlated with baseline measurements of disease burden and learning performance. The network changes were accompanied by modest improvement in learning performance that took place concurrently in the gene carriers. The presence of increased network activity in the setting of stable task performance is consistent with a discrete compensatory mechanism. The findings suggest that this effect is most pronounced in the late presymptomatic phase of HD, as subjects approach clinical onset.
PMCID:4871440
PMID: 27192167
ISSN: 1932-6203
CID: 2255262
Does Cognitive Impairment Affect Rehabilitation Outcome in Parkinson's Disease?
Ferrazzoli, Davide; Ortelli, Paola; Maestri, Roberto; Bera, Rossana; Giladi, Nir; Ghilardi, Maria Felice; Pezzoli, Gianni; Frazzitta, Giuseppe
BACKGROUND: The cognitive status is generally considered as a major determinant of rehabilitation outcome in Parkinson's disease (PD). No studies about the effect of cognitive impairment on motor rehabilitation outcomes in PD have been performed before. OBJECTIVE: This study is aimed to evaluate the impact of cognitive decline on rehabilitation outcomes in patients with PD. METHODS: We retrospectively identified 485 patients with PD hospitalized for a 4-week Multidisciplinary Intensive Rehabilitation Treatment (MIRT) between January 2014 and September 2015. According to Mini Mental State Examination (MMSE), patients were divided into: group 1-normal cognition (score 27-30), group 2-mild cognitive impairment (score 21-26), group 3-moderate or severe cognitive impairment (score = 20). According to Frontal Assessment Battery (FAB), subjects were divided into patients with normal (score >/=13.8) and pathological (score <13.8) executive functions. The outcome measures were: Unified Parkinson's Disease Rating Scale (UPDRS), Parkinson's Disease Disability Scale (PDDS), Six Minutes Walking Test (6MWT), Timed Up and Go Test (TUG) and Berg Balance Scale (BBS). RESULTS: All scales had worse values with the increase of cognitive impairment and passing from normal to pathological executive functions. After rehabilitation, all the outcome measures improved in all groups (p < 0.0001). Between groups, the percentage of improvement was significantly different for total UPDRS (p = 0.0009, best improvement in normal MMSE group; p = 0.019, best improvement in normal FAB group), and BBS (p < 0.0001, all pairwise comparisons significant, best improvement in patients with worse MMSE score; p < 0.0001, best improvement in patients with pathological FAB). TUG (p = 0.006) and BBS (p < 0.0001) improved in patients with pathological FAB score, more than in those with normal FAB score. CONCLUSIONS: Patients gain benefit in the rehabilitative outcomes, regardless of cognition. Our data suggest that rehabilitation could be effective also in Parkinsonian subjects with cognitive impairment, as well as with dysexecutive syndrome.
PMCID:4980388
PMID: 27563290
ISSN: 1663-4365
CID: 2255252
Practice changes beta power at rest and its modulation during movement in healthy subjects but not in patients with Parkinson's disease
Moisello, Clara; Blanco, Daniella; Lin, Jing; Panday, Priya; Kelly, Simon P; Quartarone, Angelo; Di Rocco, Alessandro; Cirelli, Chiara; Tononi, Giulio; Ghilardi, M Felice
BACKGROUND: PD (Parkinson's disease) is characterized by impairments in cortical plasticity, in beta frequency at rest and in beta power modulation during movement (i.e., event-related ERS [synchronization] and ERD [desynchronization]). Recent results with experimental protocols inducing long-term potentiation in healthy subjects suggest that cortical plasticity phenomena might be reflected by changes of beta power recorded with EEG during rest. Here, we determined whether motor practice produces changes in beta power at rest and during movements in both healthy subjects and patients with PD. We hypothesized that such changes would be reduced in PD. METHODS: We thus recorded EEG in patients with PD and age-matched controls before, during and after a 40-minute reaching task. We determined posttask changes of beta power at rest and assessed the progressive changes of beta ERD and ERS during the task over frontal and sensorimotor regions. RESULTS: We found that beta ERS and ERD changed significantly with practice in controls but not in PD. In PD compared to controls, beta power at rest was greater over frontal sensors but posttask changes, like those during movements, were far less evident. In both groups, kinematic characteristics improved with practice; however, there was no correlation between such improvements and the changes in beta power. CONCLUSIONS: We conclude that prolonged practice in a motor task produces use-dependent modifications that are reflected in changes of beta power at rest and during movement. In PD, such changes are significantly reduced; such a reduction might represent, at least partially, impairment of cortical plasticity.
PMCID:4614055
PMID: 26516609
ISSN: 2162-3279
CID: 1825402
Fatigue in patients with multiple sclerosis: From movement preparation to motor execution
Russo, Margherita; Crupi, Domenica; Naro, Antonino; Avanzino, Laura; Buccafusca, Maria; Dattola, Vincenzo; Terranova, Carmen; Sottile, Fabrizio; Rizzo, Vincenzo; Ghilardi, Maria Felice; Girlanda, Paolo; Bove, Marco; Quartarone, Angelo
BACKGROUND: The neural mechanisms underlying fatigue in multiple sclerosis (MS) are still poorly understood. Cortico-cortical and cortico-subcortical circuitry abnormalities may play a central role in its pathogenesis. Our previous studies suggest that central fatigue may be related to an impairment of volition drive during movement preparation. OBJECTIVE: We further explored the central mechanisms of fatigue at the premovement level in MS patients during a sustained motor task. METHODS: In MS patients with (MS-F) and without (MS-NF) fatigue and age-matched healthy controls, we evaluated the motor cortex excitability and the premovement facilitation (PMF) through transcranial magnetic stimulation before and after 5min of sequenced finger-tapping movements at a fixed frequency of 2Hz. RESULTS: In MS-F patients, the number of correct sequences performed and the ability to keep a fixed movement rate during the 5-min motor task were significantly decreased in comparison to the normal controls and MS-NF patients. Also, in MS-F patients, post-exercise PMF was significantly decreased. The PMF abnormalities were highly correlated with the performance decay. CONCLUSIONS: PMF may be considered as a kind of servo-mechanism which could play a crucial role during sustained motor task in order to prevent motor performance disruption and to avoid motor exhaustion.
PMID: 25748966
ISSN: 0022-510x
CID: 1494512
Neural and Behavioral Correlates of Extended Training during Sleep Deprivation in Humans: Evidence for Local, Task-Specific Effects
Bernardi, Giulio; Siclari, Francesca; Yu, Xiaoqian; Zennig, Corinna; Bellesi, Michele; Ricciardi, Emiliano; Cirelli, Chiara; Ghilardi, Maria Felice; Pietrini, Pietro; Tononi, Giulio
Recent work has demonstrated that behavioral manipulations targeting specific cortical areas during prolonged wakefulness lead to a region-specific homeostatic increase in theta activity (5-9 Hz), suggesting that theta waves could represent transient neuronal OFF periods (local sleep). In awake rats, the occurrence of an OFF period in a brain area relevant for behavior results in performance errors. Here we investigated the potential relationship between local sleep events and negative behavioral outcomes in humans. Volunteers participated in two prolonged wakefulness experiments (24 h), each including 12 h of practice with either a driving simulation (DS) game or a battery of tasks based on executive functions (EFs). Multiple high-density EEG recordings were obtained during each experiment, both in quiet rest conditions and during execution of two behavioral tests, a response inhibition test and a motor test, aimed at assessing changes in impulse control and visuomotor performance, respectively. In addition, fMRI examinations obtained at 12 h intervals were used to investigate changes in inter-regional connectivity. The EF experiment was associated with a reduced efficiency in impulse control, whereas DS led to a relative impairment in visuomotor control. A specific spatial and temporal correlation was observed between EEG theta waves occurring in task-related areas and deterioration of behavioral performance. The fMRI connectivity analysis indicated that performance impairment might partially depend on a breakdown in connectivity determined by a "network overload." Present results demonstrate the existence of an association between theta waves during wakefulness and performance errors and may contribute explaining behavioral impairments under conditions of sleep deprivation/restriction.
PMCID:4363380
PMID: 25788668
ISSN: 0270-6474
CID: 1506312
TMS Enhances Retention of a Motor Skill in Parkinson's Disease
Moisello, Clara; Blanco, Daniella; Fontanesi, Cecilia; Lin, Jing; Biagioni, Milton; Kumar, Pawan; Brys, Miroslaw; Loggini, Andrea; Marinelli, Lucio; Abbruzzese, Giovanni; Quartarone, Angelo; Tononi, Giulio; Di Rocco, Alessandro; Ghilardi, Maria Felice
BACKGROUND: In Parkinson's disease (PD), skill retention is poor, even when acquisition rate is generally preserved. Recent work in normal subjects suggests that 5 Hz-repetitive transcranial magnetic stimulation (5Hz-rTMS) may induce phenomena of long-term potentiation at the cortical level. OBJECTIVE/HYPOTHESIS: We thus verified whether, in PD, 5Hz-rTMS enhances retention of a visuo-motor skill that involves the activity of the right posterior parietal cortex. METHODS: A group of patients with PD was tested in two two-day sessions, separated by one week (treatment and placebo sessions). The first day of each session, they learned to adapt their movements to a step-wise 60 degrees visual rotation. Immediately after the task, either real 5Hz-rTMS (treatment) or sham (placebo) stimulation was applied over the right posterior parietal cortex (P6). Retention of this motor skill was tested the following day. RESULTS: In patients with PD, adaptation achieved at the end of training was comparable in the treatment and placebo sessions and was similar to that of a group of age-matched controls. However, retention indices tested on the following day were significantly lower in the placebo compared to the treatment session in which retention indices were restored to the level of the controls. Importantly, reaction and movement time as well as other kinematic measures were the same in the treatment and placebo sessions. CONCLUSION: These results suggest that rTMS applied after the acquisition of a motor skill over specific areas involved in this process might enhance skill retention in PD.
PMCID:4314317
PMID: 25533243
ISSN: 1935-861x
CID: 1416252
Diffusion tensor imaging parameters' changes of cerebellar hemispheres in Parkinson's disease
Mormina, Enricomaria; Arrigo, Alessandro; Calamuneri, Alessandro; Granata, Francesca; Quartarone, Angelo; Ghilardi, Maria F; Inglese, Matilde; Di Rocco, Alessandro; Milardi, Demetrio; Anastasi, Giuseppe P; Gaeta, Michele
INTRODUCTION: Studies with diffusion tensor imaging (DTI) analysis have produced conflicting information about the involvement of the cerebellar hemispheres in Parkinson's disease (PD). We, thus, used a new approach for the analysis of DTI parameters in order to ascertain the involvement of the cerebellum in PD. METHODS: We performed a fiber tract-based analysis of cerebellar peduncles and cerebellar hemispheres in 16 healthy subjects and in 16 PD patients with more than 5 years duration of disease, using a 3T MRI scanner and a constrained spherical deconvolution (CSD) approach for tractographic reconstructions. In addition, we performed statistical analysis of DTI parameters and fractional anisotropy (FA) XYZ direction samplings. RESULTS: We found a statistically significant decrement of FA values in PD patients compared to controls (p < 0.05). In addition, extrapolating and analyzing FA XYZ direction samplings for each patient and each control, we found that this result was due to a stronger decrement of FA values along the Y axis (antero-posterior direction) (p < 0.01); FA changes along X and Z axes were not statistically significant (p > 0.05). We confirmed also no statistically significant differences of FA and apparent diffusion coefficient (ADC) for cerebellar peduncles in PD patients compared to healthy controls. CONCLUSIONS: The DTI-based cerebellar abnormalities in PD could constitute an advance in the knowledge of this disease. We demonstrated a statistically significant reduction of FA in cerebellar hemispheres of PD patients compared to healthy controls. Our work also demonstrated that the use of more sophisticated approaches in the DTI parameter analysis could potentially have a clinical relevance.
PMID: 25479963
ISSN: 0028-3940
CID: 1371322
Intensive rehabilitation treatment in early Parkinson's disease: a randomized pilot study with a 2-year follow-up
Frazzitta, Giuseppe; Maestri, Roberto; Bertotti, Gabriella; Riboldazzi, Giulio; Boveri, Natalia; Perini, Michele; Uccellini, Davide; Turla, Marinella; Comi, Cristoforo; Pezzoli, Gianni; Ghilardi, M Felice
BACKGROUND: Although physical exercise improves motor aspects of Parkinson's disease (PD), it is not clear whether it may also have a neuroprotective effect. Objective. In this 2-year follow-up study, we determined whether intensive exercise in the early stages of the disease slows down PD progression. METHODS: Forty newly diagnosed patients with PD were treated with rasagiline and randomly assigned to 2 groups: MIRT Group (two 28-day multidisciplinary intensive rehabilitation treatments [MIRT], at 1-year interval) and Control Group (only drug). In both groups, Unified Parkinson's Disease Rating Scale Section II (UPDRS II), UPDRS III, 6-minute walking test (6MWT), Timed Up-and-Go test (TUG); PD Disability Scale (PDDS), and l-dopa equivalents were assessed at baseline (T0), 6 months (T1), 1 year (T2), 18 months (T3), and 2 years (T4) later. RESULTS: Over 2 years, UPDRS II, UPDRS III, TUG, and PDDS differentially progressed in the 2 groups: In the MIRT Group, all scores at T4 were better than at T0 (all Ps < .03). No changes were noted in the Control Group. l-dopa equivalent dosages increased significantly only in the Control Group (P = .0015), with a decrease in the percentages of patients in monotherapy (T1 40%; T2, T3, and T4 20%). In the MIRT Group, the percentages of such patients remained higher (T1 and T2 100%; T3 89%; T4 75%). CONCLUSIONS: These results suggest that MIRT might slow down the progression of motor decay, it might delay the need for increasing drug treatment, and thus, it might have a neuroprotective effect.
PMID: 25038064
ISSN: 1552-6844
CID: 2255302
Balance Dysfunction in Parkinson's Disease: The Role of Posturography in Developing a Rehabilitation Program
Ferrazzoli, Davide; Fasano, Alfonso; Maestri, Roberto; Bera, Rossana; Palamara, Grazia; Ghilardi, Maria Felice; Pezzoli, Gianni; Frazzitta, Giuseppe
Balance dysfunction (BD) in Parkinson's disease (PD) is a disabling symptom, difficult to treat and predisposing to falls. The dopaminergic drugs or deep brain stimulation does not always provide significant improvements of BD and rehabilitative approaches have also failed to restore this condition. In this study, we investigated the suitability of quantitative posturographic indicators to early identify patients that could develop disabling BD. Parkinsonian patients not complaining of a subjective BD and controls were tested using a posturographic platform (PP) with open eyes (OE) and performing a simple cognitive task [counting (OEC)]. We found that patients show higher values of total standard deviation (SD) of body sway and along the medio-lateral (ML) axis during OE condition. Furthermore, total and ML SD of body sway during OE condition and total SD of body sway with OEC were higher than controls also in a subgroup of patients with normal Berg Balance Scale. We conclude that BD in Parkinsonian patients can be discovered before its appearance using a PP and that these data may allow developing specific rehabilitative treatment to prevent or delay their onset.
PMCID:4609480
PMID: 26504611
ISSN: 2090-8083
CID: 2039322