Local experience-dependent changes in the wake EEG after prolonged wakefulness
Hung, Ching-Sui; Sarasso, Simone; Ferrarelli, Fabio; Riedner, Brady; Ghilardi, M Felice; Cirelli, Chiara; Tononi, Giulio
STUDY OBJECTIVES: Prolonged wakefulness leads to a progressive increase in sleep pressure, reflected in a global increase in slow wave activity (SWA, 0.5-4.5 Hz) in the sleep electroencephalogram (EEG). A global increase in wake theta activity (5-9 Hz) also occurs. Recently, it was shown that prolonged wakefulness in rodents leads to signs of "local sleep" in an otherwise awake brain, accompanied by a slow/theta wave (2-6 Hz) in the local EEG that occurs at different times in different cortical areas. Compelling evidence in animals and humans also indicates that sleep is locally regulated by the amount of experience-dependent plasticity. Here, we asked whether the extended practice of tasks that involve specific brain circuits results in increased occurrence of local intermittent theta waves in the human EEG, above and beyond the global EEG changes previously described. DESIGN: Participants recorded with high-density EEG completed 2 experiments during which they stayed awake >/= 24 h practicing a language task (audiobook listening [AB]) or a visuomotor task (driving simulator [DS]). SETTING: Sleep laboratory. PATIENTS OR PARTICIPANTS: 16 healthy participants (7 females). INTERVENTIONS: Two extended wake periods. MEASUREMENTS AND RESULTS: Both conditions resulted in global increases in resting wake EEG theta power at the end of 24 h of wake, accompanied by increased sleepiness. Moreover, wake theta power as well as the occurrence and amplitude of theta waves showed regional, task-dependent changes, increasing more over left frontal derivations in AB, and over posterior parietal regions in DS. These local changes in wake theta power correlated with similar local changes in sleep low frequencies including SWA. CONCLUSIONS: Extended experience-dependent plasticity of specific circuits results in a local increase of the wake theta EEG power in those regions, followed by more intense sleep, as reflected by SWA, over the same areas.
PMCID:3524543
PMID: 23288972
ISSN: 1550-9109
CID: 2255312
Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG
Moisello, Clara; Meziane, Hadj Boumediene; Kelly, Simon; Perfetti, Bernardo; Kvint, Svetlana; Voutsinas, Nicholas; Blanco, Daniella; Quartarone, Angelo; Tononi, Giulio; Ghilardi, Maria Felice
Recent EEG studies have shown that implicit learning involving specific cortical circuits results in an enduring local trace manifested as local changes in spectral power. Here we used a well characterized visual sequence learning task and high density-(hd-)EEG recording to determine whether also declarative learning leaves a post-task, local change in the resting state oscillatory activity in the areas involved in the learning process. Thus, we recorded hd-EEG in normal subjects before, during and after the acquisition of the order of a fixed spatial target sequence (VSEQ) and during the presentation of targets in random order (VRAN). We first determined the temporal evolution of spectral changes during VSEQ and compared it to VRAN. We found significant differences in the alpha and theta bands in three main scalp regions, a right occipito-parietal (ROP), an anterior-frontal (AFr), and a right frontal (RFr) area. The changes in frontal theta power during VSEQ were positively correlated with the learning rate. Further, post-learning EEG recordings during resting state revealed a significant increase in alpha power in ROP relative to a pre-learning baseline. We conclude that declarative learning is associated with alpha and theta changes in frontal and posterior regions that occur during the task, and with an increase of alpha power in the occipito-parietal region after the task. These post-task changes may represent a trace of learning and a hallmark of use-dependent plasticity.
PMCID:3683043
PMID: 23799058
ISSN: 1932-6203
CID: 920402
Changes in resting state EEG following motor performance in PD [Meeting Abstract]
Moisello, C; Blanco, D; Lin, J; Loggini, A; Di, Rocco A; Ghilardi, M F
Objective: We have recently found that the spontaneous restingstate EEG of normal subjects shows frequency specific changes after a forty-minute visual task. As they are confined to the areas involved in the task, these changes or traces likely reflect use-dependent plasticity. Here, we determined whether patients with PD, a disease associated with abnormal plasticity, show similar frequency-specific changes in the resting state EEG after a fortyminute motor task as normal controls. Methods: Twenty-three patients with PD (stage 2 and 3) and 20 age-matched controls performed a forty-minute reaching motor task with their right dominant hand. High-density EEG was recorded in the eyes-open resting state (3 minutes) before (RS1) and after (RS2) the motor task. We performed spectral analysis to identify individual alpha peak (IAP) value; we aligned each individual power spectrum on the peak. With permutation t-tests within each group, we identified local changes. As task-related power changes were spread across the entire scalp, average scalp power in different frequency bands was then submitted to a mixed-model ANOVA with Time (RS1, RS2) and Group (PD, Controls) as main factors. Results: Confirming previous results, IAP of patients was significantly lower (9.0+/-1.1 Hz) than controls (9.8+/-1.0 Hz, p=0.01). Moreover, after the forty-minute motor task, IAP decreased further in PD (-0.2+/-0.4 Hz, p=0.04) but not in controls (+0.1+/-0.6 Hz, p=0.50). After the task, comparison of power on the whole scalp showed widespread increases in alpha and beta bands in both groups, without significant changes for theta and gamma. Average Alpha power increased significantly after task in patients (p=0.0001) but not in controls (p=0.63). Instead, Beta power showed a similar significant post-task increase in both groups (p<0.03). These results indicate that motor performance induced power increases in both groups, but only PD shows also involvement of lower frequencies, a possible sign of abnormal plasticity
EMBASE:71248586
ISSN: 1877-7171
CID: 688342
Protracted exercise without overt neuromuscular fatigue influences cortical excitability
Crupi, Domenica; Cruciata, Giuseppe; Moisello, Clara; Green, Paul-Ann; Naro, Antonino; Ricciardi, Lucia; Perfetti, Bernardo; Bove, Marco; Avanzino, Laura; Di Rocco, Alessandro; Quartarone, Angelo; Ghilardi, M Felice
The authors' aim was to determine the cortical mechanisms that underlie the transition from effective performance to its disruption. They thus used transcranial magnetic stimulation (TMS) to study changes of corticospinal excitability after a motor exercise that did not produce overt or perceived neuromuscular fatigue. Forty-four subjects performed either 5 or 10 min of repetitive finger movements paced by tones at 2 Hz, a frequency below the spontaneous movement rate. Changes of corticospinal excitability were assessed with TMS at rest and during motor response preparation (premovement facilitation paradigm). Over time, variability of movement rate increased, while the average movement rate shifted toward self-paced rhythms, without significant changes in other kinematic parameters. Amplitudes of motor evoked potentials at rest decreased depending on task duration and TMS intensity. Moreover, 5-min exercise induced fully compensatory increases in premovement facilitation, while 10-min exercise produced partially compensatory increases with loss of temporal modulation. Our findings suggest that protracted exercise induces significant decrements in corticospinal excitability with initial impairment of the phasic motor neurons that are recruited at higher stimulus intensities. Changes in premovement facilitation likely represent compensation of premotor areas for decreased efficiency of the primary motor cortex induced by exercise.
PMID: 23488595
ISSN: 0022-2895
CID: 371582
Apathy, but not depression, reflects inefficient cognitive strategies in Parkinson's disease
Varanese, Sara; Perfetti, Bernardo; Ghilardi, Maria Felice; Di Rocco, Alessandro
BACKGROUND: The relationship between apathy, depression and cognitive impairment in Parkinson's disease (PD) is still controversial. The objective of this study is to investigate whether apathy and depression are associated with inefficient cognitive strategies in PD. METHODS: In this prospective clinical cohort study conducted in a university-based clinical and research movement disorders center we studied 48 PD patients. Based on clinical evaluation, they were classified in two groups: PD with apathy (PD-A group, n = 23) and PD without apathy (PD-NA group, n = 25). Patients received clinical and neuropsychological evaluations. The clinical evaluation included: Apathy Evaluation Scale-patient version, Hamilton Depression Rating Scale-17 items, the Unified Parkinson's Disease Rating Scale and the Hoehn and Yahr staging system; the neuropsychological evaluation explored speed information processing, attention, working memory, executive function, learning abilities and memory, which included several measures of recall (immediate free, short delay free, long delay free and cued, and total recall). FINDINGS: PD-A and PD-NA groups did not differ in age, disease duration, treatment, and motor condition, but differed in recall (p<0.001) and executive tasks (p<0.001). Immediate free recall had the highest predictive value for apathy (F = 10.94; p = 0.002). Depression and apathy had a weak correlation (Pearson index = 0.3; p<0.07), with three items of the depression scale correlating with apathy (Pearson index between .3 and.4; p<0.04). The depressed and non-depressed PD patients within the non-apathetic group did not differ. CONCLUSION: Apathy, but not depression, is associated with deficit in implementing efficient cognitive strategies. As the implementation of efficient strategies relies on the fronto-striatal circuit, we conclude that apathy, unlike depression, is an early expression of executive impairment in PD
PMCID:3060914
PMID: 21437255
ISSN: 1932-6203
CID: 129326
The Cortical Topography of Local Sleep
Murphy M; Huber R; Esser S; Riedner BA; Massimini M; Ferrarelli F; Ghilardi MF; Tononi G
In a recent series of experiments, we demonstrated that a visuomotor adaptation task, 12 hours of left arm immobilization, and rapid transcranial magnetic stimulation (rTMS) during waking can each induce local changes in the topography of electroencephalographic (EEG) slow wave activity (SWA) during subsequent non-rapid eye movement (NREM) sleep. However, the poor spatial resolution of EEG and the difficulty of relating scalp potentials to the activity of the underlying cortex limited the interpretation of these results. In order to better understand local cortical regulation of sleep, we used source modeling to show that plastic changes in specific cortical areas during waking produce correlated changes in SWA during sleep in those same areas. We found that implicit learning of a visuomotor adaptation task induced an increase in SWA in right premotor and sensorimotor cortices when compared to a motor control. These same areas have previously been shown to be selectively involved in the performance of this task. We also found that arm immobilization resulted in a decrease in SWA in sensorimotor cortex. Inducing cortical potentiation with repetitive transcranial magnetic stimulation (rTMS) caused an increase in SWA in the targeted area and a decrease in SWA in the contralateral cortex. Finally, we report the first evidence that these modulations in SWA may be related to the dynamics of individual slow waves. We conclude that there is a local, plasticity dependent component to sleep regulation and confirm previous inferences made from the scalp data
PMCID:3243778
PMID: 21906021
ISSN: 1873-4294
CID: 142646
Motor sequence learning: acquisition of explicit knowledge is concomitant to changes in motor strategy of finger opposition movements
Moisello, Clara; Avanzino, Laura; Tacchino, Andrea; Ruggeri, Piero; Ghilardi, M Felice; Bove, Marco
Motor sequence learning is not a unitary phenomenon, but involves optimizing different components that include declarative and procedural aspects. In this work we designed an experimental approach that allows monitoring all the aspects of sequence learning using a finger opposition task and a movement-by-movement analysis. Subjects performed a visuomotor sequence learning paradigm with (Explicit) or without (Implicit) instructions and we measured response time (RT) and touch duration (TD) for each finger opposition movement of the sequence. Our results indicated that sequence learning induced a double-faced effect on motor performance: a decrease of RT and an increase of TD. However, the above changes manifested differently among subjects: all subjects that, by the end of session, had complete recall of the sequence order, reached an equal level of performance by the last sequence block while in those who had on average only a poor recall of the sequence order, learning was evident only as a slight decrease of RT across sequence blocks, while no kinematic changes (i.e., changes in TD) occurred. Our results indicate that, in the absence of specific instructions, learning evolves from an early stage in which only small decreases of RT are observed to a phase in which progressive knowledge of the sequential structure allows for dramatic changes of RT, together with a progressive change of motor performance (i.e., changes in TD)
PMID: 21459132
ISSN: 1873-2747
CID: 142648
In idiopathic cervical dystonia movement direction is inaccurate when reaching in unusual workspaces
Marinelli, Lucio; Pelosin, Elisa; Trompetto, Carlo; Avanzino, Laura; Ghilardi, Maria Felice; Abbruzzese, Giovanni; Bove, Marco
When reaching movements are performed in an unusual area of work, normal subjects produce a rightward directional error. This has been considered to be caused by an impaired representation of limb configuration, which hampers the actual movement vector. Motor programming has been found to be impaired in dystonia. To understand how patients affected by idiopathic cervical dystonia (CD) perform reaching movements in an unusual area of work, we investigated 10 CD patients and 10 age-matched controls. Reaching movements on a digitized tablet were recorded both with the right arm aligned to the midline (central position) and shifted to the right (lateral position), but hidden from view. While differences in the main kinematic parameters were not affected by the position both in patients and controls, the directional error was significantly increased in dystonic patients for the lateral position. We hypothesise that an impaired integration of proprioceptive information with the motor output and egocentric spatial perception could be responsible for a greater error in spatial representation of hand location and consequently to an increased directional error in dystonic patients
PMID: 21334958
ISSN: 1873-5126
CID: 142647
Impaired sequence learning in dystonia mutation carriers: a genotypic effect
Carbon, Maren; Argyelan, Miklos; Ghilardi, Maria Felice; Mattis, Paul; Dhawan, Vijay; Bressman, Susan; Eidelberg, David
Abnormalities in motor sequence learning have been observed in non-manifesting carriers of the DYT1 dystonia mutation. Indeed, motor sequence learning deficits in these subjects have been associated with increased cerebellar activation during task performance. In the current study, we determined whether similar changes are also present in clinically manifesting DYT1 carriers as well as in carriers of other primary dystonia mutations such as DYT6. Additionally, we determined whether sequence learning performance and associated brain activation in these subjects correlate with previously described genotype-related abnormalities of cerebellar pathway integrity and striatal D2 dopamine receptor binding. Nineteen DYT1 carriers (10 non-manifesting DYT1: 51.5+/-15.1 years; nine manifesting DYT1: 46.1+/-15.1 years) and 12 healthy control subjects (42.8+/-15.3 years) were scanned with H2(15)O positron emission tomography while performing controlled sequence learning and reference tasks. Eleven DYT6 carriers (four non-manifesting DYT6: 38.0+/-22.1; seven manifesting DYT6: 35.3+/-14.2 years) were evaluated during task performance without concurrent imaging. DYT1 and DYT6 carriers also underwent diffusion tensor magnetic resonance imaging for the assessment of tract integrity and 11C-raclopride positron emission tomography to measure caudate/putamen D2 receptor binding. These imaging measures were correlated with sequence learning performance and associated activation responses. Sequence learning deficits of similar magnitude were observed in manifesting and non-manifesting DYT1 carriers. In contrast, learning deficits were not detected in DYT6 carriers, irrespective of clinical penetrance. Affected DYT1 carriers exhibited significant increases in sequence learning-related activation in the left lateral cerebellar cortex and in the right premotor and inferior parietal regions. Increases in premotor cortical activation observed in the mutation carriers correlated with reductions in cerebellar pathway integrity measured using magnetic resonance diffusion tensor imaging and probabilistic tractography. Additionally, the cerebellar tract changes correlated with reductions in dentate nucleus activation recorded during task performance. Sequence learning performance and task-related activation responses did not correlate with striatal D2 receptor binding. In summary, we found that sequence learning deficits and concomitant increases in cerebellar activation are specific features of the DYT1 genotype. The close relationship between reduced cerebellar pathway integrity and increased learning-related activation of the premotor cortex is compatible with the view of DYT1 dystonia as a neurodevelopmental circuit disorder
PMCID:3097890
PMID: 21515903
ISSN: 1460-2156
CID: 142649
Acquisition and retention of motor sequences: The effects of time of the day and sleep
Kvint, Svetlana; Bassiri, Brian; Pruski, April; Nia, John; Nemet, Israel; Lopresti, Melissa; Perfetti, Bernardo; Moisello, Clara; Tononi, Giulio; Ghilardi, M Felice
Study Objectives: We used a sequence-learning task to assess whether: 1. The time interval between awakening and training equally affects the rate of acquisition of sequence order, a declarative component, and the kinematic optimization process, an implicit component; 2. Sleep enhances the retention of both these aspects of sequence learning. Design: For aim 1, we compare the acquisition rate of a new motor sequence in a group trained in the morning and another in the evening. For aim 2., we tested retention of the same motor sequence twelve hours later, either without sleep (normal day activity or a night of sleep deprivation) or with interposed sleep (afternoon napping or regular full night sleep). Setting: Training and Testing were performed in a controlled laboratory setting. Participants: Thirty-six right-handed normal subjects (age range 18-24 years; 16 women). Results: During the training, acquisition rate of the sequence order was significantly higher in the AM-trained than in the PM-trained group, without differences in the kinematic optimization processes. Both declarative and implicit learning indices were significantly higher in the subjects tested after sleep compared to those tested without interposed sleep. Conclusion: The best time for fast and efficient acquisition of new declarative material is the morning, while the kinematic aspects of skill acquisition are not sensitive to the time of day. However, better retention of both declarative material and motor skills requires two conditions: a period of post-training sleep and the achievement of performance saturation during training
PMCID:4321827
PMID: 22028091
ISSN: 0003-9829
CID: 142644