Chang-Chia Liu's research while affiliated with Johns Hopkins University and other places

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Publications (26)


Subdural recordings from an awake human brain for measuring current intensity during transcranial direct current stimulation
  • Conference Paper

July 2017

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32 Reads

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2 Citations

Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

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Chang-Chia Liu

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William R Webber

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[...]

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William S Anderson

Transcranial direct current stimulation (tDCS) is an emerging method, used for non-invasively stimulating the brain in normal healthy subjects and in patients with neurological disorders. However, the pattern of the spatial distribution of the current intensity induced by tDCS is poorly understood. In this study, we directly measured the spatial characteristics of the current intensity induced by tDCS using an intracranial strip electrode array implanted over the motor cortex in patients with Parkinson's disease undergoing deep brain stimulation lead placement surgery. We used a bilateral stimulation configuration for the tDCS electrode placement and measured the amount of electric current passing through the contacts along the implanted strip electrode contacts. Our results showed significant changes of the current flow induced by the tDCS in some of the contacts during stimulation with respect to baseline activities. These results may provide vital information regarding the biophysical effects of tDCS stimulation and might be potentially useful for developing more effective stimulation strategies.

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Touch-free reaching task for Parkinson's disease patients: A motion sensing approach

July 2017

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54 Reads

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5 Citations

Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

The use of motion tracking devices in healthcare is under investigation. Although many motion tracking applications have been proposed to monitor the progress of rehabilitation, using such technology to quantify the progression or improvement of therapies for movement disorders is still scarce. In this study, we introduce a touch-free reaching task which uses a motion sensing device. Our motion tracking system combines a motion tracking device and visual feedback to implement a movement task for the evaluation of the state of motor functions impairment symptoms in Parkinson's disease and other movement disorders.


Stroke of bad luck?

January 2017

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31 Reads

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3 Citations

Neurocase

We hypothesized that distinct acute right hemisphere lesions disrupt separate components of valuation and emotional response to winning and losing money and of emotional empathy in observing a partner win or lose money. We measured skin conductance response (SCR) and ratings of emotions when acute right hemisphere stroke patients or healthy controls won or lost money in roulette, or when they watched a partner win or lose. Our results showed that percentage of damage after stroke to right anterior insula and frontal operculum negatively correlated with both SCR to winning and losing and difference between rating wins versus losses.


Abstract WP431: Acute Stroke in Right Anterior Insula and Frontal Operculum Impair Empathy

February 2016

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11 Reads

Stroke

Introduction: Emotional empathy includes emotional contagion (sharing another’s feelings) and perspective-taking (inferring another’s feelings). Earlier studies show that right hemisphere stroke (RHS) can cause impaired perspective-taking. However, studies have not identified stroke lesions associated with impaired emotional contagion. Hypothesis: Acute infarcts in specific frontal, temporal, or limbic regions disrupt emotional contagion, measured with skin conductance response (SCR; a sensitive measure of emotional response), as well as perspective-taking. Methods: Participants (9 acute RHS, 9 age-matched controls) played a “roulette” game and watched a partner play. We measured SCR to winning and losing. They rated the emotions (happy to sad) of themselves and their partner when they won and lost money. A neurologist blind to behavioral responses measured percent damage to 10 frontal, temporal, and limbic regions of interest (ROI) on DWI after registration to an atlas. We evaluated differences in group means with unpaired t-tests and differences between ratings of emotions for wins versus losses with paired t-tests. We evaluated associations between SCR magnitude and percent damage to ROI with Spearman correlations. Results: SCR magnitude was significantly lower in response to both wins and losses in patients with right anterior insula (AI) or inferior frontal gyrus opercularis (IFGop) lesions, compared to those without these lesions, when they played or watched partner play (p=0.0001 to 0.008). SCR to partner winning or losing negatively correlated percent damage to insula (rho=-.64;p=0.005) and IFGop (rho=-.47; p=0.045). Controls and patients without AI or IFGop lesions rated partners and themselves as significantly happier when they won versus lost (p<0.0001); but patients with AI or IFGop lesions showed no difference in ratings for wins vs. losses. The difference between ratings for wins vs. losses negatively correlated with percent damage to AI (rho=-.75; p=0.0005) and IFGop (rho=-.80; p=0.0001) but not total infarct volume (rho=-.46; ns). Conclusions: Acute right AI and IFGop infarcts are associated with impaired emotional contagion measured with SCR and perspective-taking.


Figure 1 Procedures for the image processing. (A) Images in original space. (B) The diffusion weighted image (DWI) was used to 3D define the area with acute infarction (stroke map) shown as a red contour in the least diffusion weighted image (b0) and diffusion weighted imaging, and the red area in the stroke map. (C) The b0 image, with no or minimum signal intensity increase in the infarcted area, was normalized to the atlas space. The resultant transformation matrix was then applied to the stroke map. In this figure, the transformation matrix was also applied to the diffusion weighted imaging to qualitatively demonstrate the accuracy of image normalization. (D) A predefined set of 3D regions of interest (ROI) [right prefrontal (cyan contour), right anterior cingulate (purple contour), right anterior insula (yellow contour), right orbitofrontal (blue contour), right amygdala (green contour), and the right temporal pole (orange contour)] on the atlas space was overlaid on the normalized stroke map to report % volume of each region of interest affected by the infarction. In this figure, the normalized stroke map (red area) was overlaid on the normalized b0 image. Images are all in radiological convention.
Table 3 Characteristics of patients with and without impairments in affective empathy
Impaired Emotional Empathy
  • Conference Paper
  • Full-text available

October 2015

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360 Reads

Annals of Neurology

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Fig. 1. Schematic map of the thalamus showing recording locations for local field potentials (LFPs) [sagittal atlas map at lateral 13.5 mm (Schaltenbrand and Walker 1982)]. Each location was estimated by a physiological mapping technique which located neurons with deep and cutaneous receptive fields, as previously described (Kobayashi et al. 2009b). The anterior border of the ventral caudal (Vc) nucleus is identified by most anterior neuron in the region, where most neurons had deep or cutaneous receptive fields. Recording locations relative to nuclear boundaries were then shown relative to the anterior border of Vc and the anterior commissure-posterior commissure (AC-PC) line, indicated by the horizontal dashed line with PC as labeled. Voa, ventral oral anterior nucleus; Vop, ventral oral posterior nucleus; Vim, ventral intermediate nucleus; PC, posterior commissure; A, anterior; P, posterior; D, dorsal; V, ventral. 
Fig. 4. Thalamic LFP event-related spectral power (ERSP) shown as a time frequency plot. Top: grand average of all laser stimuli shows prominent event-related synchronization (ERS) mainly in the low gamma band. Five windows indicated by numbers are used for the statistical testing, as listed in Table 1. Middle: count laser task shows sustained ERS in gamma and beta band with early ERS in lower frequency bands. Bottom: count back plus laser task shows later low-gamma ERS without beta ERS. The color scale is the time frequency spectral power (pre-and poststimulus) divided by the mean prestimulus spectral power. 
Fig. 5. Cz EEG ERSP shown as a time frequency plot. All conventions are the same as in the legend for Fig. 4.
Fig. 7. Cross-frequency coupling in the thalamus. A: example of phase-locked modulation of power in the LFP of the thalamus during the count laser task. Time-frequency plot of mean power modulation time-locked to the beta phase (13-15 Hz). B: example of the comodulogram shows the modulation index between low-frequency (theta-beta) and high-frequency (gamma) bands. Modulation indexes were averaged over 40 trials of laser stimulation. Red-colored region indicates significantly increased modulation index compared with mean prestimulus period. Most prominent cross-frequency coupling is located between beta and high-gamma frequency bands.
Painful cutaneous laser stimuli induce event-related gamma-band activity in the lateral thalamus of humans

December 2014

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414 Reads

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23 Citations

Journal of Neurophysiology

Although the thalamus is an important module in 'pain networks', there are few studies of the effect of experimental pain upon thalamic oscillations. We have now examined the hypothesis that during a series of painful cutaneous laser stimuli thalamic signals will show stimulus-related gamma band spectral activity, which is modulated by attention to versus distraction from the painful stimulus. When the series of laser stimuli was presented, attention was focused by counting the laser stimuli (count laser task) while distraction was produced by counting backward (count back plus laser task). We have studied the effect of a cutaneous laser upon thalamic local field potentials (LFPs) and EEG activity during awake procedures (DBS implants) for the treatment of essential tremor. At different delays after the stimulus, three low gamma (30-50 Hz) and two high gamma band (70-90 Hz) activations were observed during the two tasks. Greater high gamma activation was found during the count laser task for the earlier Window, while greater high gamma activation was found during the count back plus laser task for the later Window. Thalamic signals were coherent with EEG signals in the beta band, which indicated significant synchrony. Thalamic cross frequency coupling analysis indicated that the phase of the lower frequency activity (theta to beta) modulated the amplitude of the higher frequency activity (low and high gamma) more strongly during the count laser task than during the count back plus laser task. This modulation might result in multiplexed signals each encoding a different aspect of pain. Copyright © 2014, Journal of Neurophysiology.


Fig. 2. Time-frequency plots of ERS/ERD in all 4 Task by Modality combinations as averaged across all participants and within channels, as labeled in top left panel (Attention Task, Laser Modality). Conventions for axes and color scales are as described in the legend for Fig. 1 and as shown in top left panel of this figure. 
Table 2 . Consistency of a significant change in ERS/ERD in a window across individual subjects vs. the window overall
Table 3 . Channels with significantly higher ERS/ERD by Window, Task, and Modality as determined in post hoc tests of ANOVA described in text Modality
Table 4 . Channels with significant linear regression results of ERD/ERS vs. psychophysical measures in the laser modality
Painful cutaneous laser stimuli induce event-related oscillatory EEG activities that are different from those induced by nonpainful electrical stimuli

May 2014

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78 Reads

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27 Citations

Journal of Neurophysiology

The non-phase locked EEG response to painful stimuli has usually been characterized as decreased oscillatory activity (event-related desynchronization, ERD) in the alpha band. Increased activity (event-related synchronization, ERS) in the gamma band has been reported more recently. We have now tested the hypothesis that the non-phase locked responses to non-painful electro-cutaneous stimuli are different from those to painful cutaneous laser stimuli when the baseline salience of the two stimuli is the same and the salience during the protocol is modulated by attention and distraction tasks. Both of these stimuli were presented in random order in a single train at intensities which produced the same baseline salience in the same somatic location. The response to the laser stimulus was characterized by five windows in the Time-frequency domain: early (200-400 ms) and late (600-1400 ms) delta/theta ERS, 500-900 ms alpha ERD, 1200-1600 ms beta ERS (rebound), and 800-1200 ms gamma ERS. Similar ERS/ERD windows of activity were found for the electric stimulus. Individual participants largely had activity in windows consistent with the overall analysis. Linear regression of ERS/ERD for parietal channels was most commonly found for sensory- (pain or unpleasantness) or attention- (salience) related measures. Overall, the main effect for modality was the result of activity in Windows I and V, and the modality with task interaction was found for all five windows. There was no significant interaction term which did not include modality. Therefore, the modality was the most common factor explaining of our results, which is consistent with our hypothesis.


Fig. 1. Locations of EEG channels on the head. A : schematic of a view of the cranium from above by the standard arrangement for EEG channels (10-20 system). B : approximate location of electrodes on a lateral view of the head. 
Table 1 . Psychophysical measures of pain and salience for laser and electric stimuli under laser attention and distraction tasks
Table 3 . ERC results for individual channels by task and stimulus modality Laser Stimulus Electric Stimulus
ERC analysis of scalp EEG reveals widespread directed functional interactions related to a painful cutaneous laser stimulus.

August 2013

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127 Reads

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13 Citations

Journal of Neurophysiology

During attention to a painful cutaneous laser stimulus, event-related causality (ERC) has been detected in recordings from subdural electrodes implanted directly over cortical modules for the treatment of epilepsy. However, these studies afforded limited sampling of modules, and did not examine interactions with a non-painful stimulus as a control. We now sample scalp EEG to test the hypothesis that attention to the laser stimulus is associated with post-stimulus ERC interactions which are different from those with attention to a non-painful stimulus. Subjects attended to (counted) either a painful laser stimulus (laser attention task), or a non-painful electrical cutaneous stimulus which produced distraction from the laser (laser distraction task). Both of these stimuli were presented in random order in a single train. The intensities of both stimuli were adjusted to produce the similar baseline salience, and sensations in the same cutaneous territory. The results demonstrated that EEG channels with post-stimulus ERC interactions were consistently different during the laser versus the electric stimulus. Post-stimulus ERC interactions were different for the laser attention than the laser distraction task. Furthermore, scalp EEG frontal channels play a driver role while parietal temporal channels play a receiver role during both tasks, although this does not prove that these channels are connected. Sites at which large numbers of ERC interactions were found for both laser attention and distraction tasks (critical sites) were located at Cz, Pz, and C3. Stimulation leading to disruption of sites of these pain-related interactions may produce analgesia for acute pain.


Attention to painful cutaneous laser stimuli evokes directed functional interactions between human sensory and modulatory pain-related cortical areas

December 2011

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57 Reads

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25 Citations

Pain

The human 'pain network' includes cortical areas that are activated during the response to painful stimuli (termed category 1) or during psychological processes that modulate pain, for example, distraction (termed category 2). These categories include parts of the parasylvian (PS), medial frontal (MF), and paracentral cortex (S1&M1). Here we test the hypothesis that causal interactions both within and between category 1 and category 2 modules occur during attention to a painful stimulus. Event-related causality (ERC) was calculated from local field potentials recorded directly from these cortical areas during the response to a painful cutaneous laser stimulus in patients being monitored for epilepsy. The number of electrodes involved in pairs with significant ERC in category 1 was greater for pre-stimulus vs post-stimulus and for attention vs distraction. This is consistent with our prior evidence that the category 1 'pain network' changes rapidly with time intervals and tasks. In contrast, the interaction between categories was often unchanged or stable across intervals and tasks, particularly in MF. The proportion of contacts involved in interactions with PS was greater during distraction vs attention while activation was less, which suggests that distraction involves an inhibitory process in PS. Functional interactions between categories were overwhelmingly in the direction from category 2>1, particularly for contacts in MF which often had a driver role. These results demonstrate that MF is densely interconnected throughout the 'pain network' so that stimulation of MF might be used to disrupt the 'pain network' as a therapy for pain.


Antiepileptic Therapy Reduces Coupling Strength Among Brain Cortical Regions in Patients with Unverricht–Lundborg Disease: A Pilot Study

January 2010

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19 Reads

The unified myoclonus rating scale (UMRS) has been utilized to assess the severity of myoclonus and the efficacy of antiepileptic drug (AED) treatment in patients with Unverricht–Lundborg disease (ULD). Electroencephalographic (EEG) recordings are normally used as a supplemental tool for the diagnosis of epilepsy disorders. In this study, mutual information and nonlinear interdependence measures were applied to the EEG recordings in an attempt to identify the effect of treatment on the coupling strength and directionality of mutual information and nonlinear interdependences between different brain cortical regions. Two 1-h EEG recordings were acquired from four ULD subjects; one prior and one after a minimum of 2 months treatment with an add-on AED. Subjects in this study were siblings of same parents and suffered from ULD for approximately 37 years. Our results indicated that the coupling strength was low between different brain cortical regions in the patients with disease of less severity. Adjunctive AED treatment was associated with significant decrease of the coupling strength in all subjects. The mutual information between different brain cortical regions was also reduced after treatment. These findings could provide a new insight for developing a novel surrogate outcome measure for patients with epilepsy when clinical tools or observations could potentially fail to detect a significant difference. keywordsNonlinear interdependence-Mutual information-Electroencephalogram-epilepsy-Unverricht–Lundborg disease-Progressive myoclonic epilepsy


Citations (18)


... The E-field generated in the SC during electrical stimulation is a function of the electrical dose, which is determined by spatial distribution (defined by shape, position, size, and electrical properties of scalp electrodes) and temporal characteristics (waveform features, duration) of the current injected [24]. Computational modeling is currently considered the standard tool for detailed knowledge on this [29][30][31][32], and the most sophisticated models use anatomical details obtained with magnetic resonance imaging (MRI) to account for anatomical characteristics [1,27,33]. Although computational models might be individualized according to a single patient's MR anatomical images [25,34,35], so far only models averaged from healthy subjects' high-resolution MRI have been used for tsDCS studies (see Tables 1 and 2). ...

Reference:

Modeling Electric Fields in Transcutaneous Spinal Direct Current Stimulation: A Clinical Perspective
Subdural recordings from an awake human brain for measuring current intensity during transcranial direct current stimulation
  • Citing Conference Paper
  • July 2017

Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

... A discussion on the correlation between the UPDRS subscores along with parameters for tremor and bradykinesia is also mentioned in the paper. Salimpour et al. [74] proposed a motion-sensing approach to analyze the severity of movement-related disorders such as essential tremor and PD in a patient while performing center-out reaching tasks (COT). A block of COT consists of a movement phase which can be used to record the kinetic tremor and a hold phase to record the postural or resting tremor. ...

Touch-free reaching task for Parkinson's disease patients: A motion sensing approach
  • Citing Conference Paper
  • July 2017

Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

... On the other hand, during the ictal phase, the slopes tend to be >0.5, providing a positive correlation or increase in synchronization between channels. 48 EEG's higher-frequency bands like alpha, beta, and gamma demonstrate remarkably synchronized patterns within the ictal seizure phase in this study. These synchronized patterns reveal apparent persistent behavior that can be observed from their motifs. ...

Dynamical Feature Extraction from Brain Activity Time Series
  • Citing Chapter
  • January 2008

... Much of what is known about pain processing has resulted from studies that induce pain in healthy volunteers using brief, millisecond-long stimuli with infrared lasers [6][7][8]. Such work has revealed that pain networks comprise regions such as the somatosensory, insular, and prefrontal cortices [9][10][11][12][13]. ...

Painful cutaneous laser stimuli induce event-related gamma-band activity in the lateral thalamus of humans

Journal of Neurophysiology

... Although the possibility of NCSE causing irreversible damage to the brain is still debated, rapid diagnosis and treatment of NCSE is desirable as untreated NCSE often leads to further medical complications and temporary brain damage (Jirsch & Hirsch, 2007; Drislane et al., 2008). In the past, quantitative EEG analysis has been investigated as an aid in diagnosis of some psychiatric and neurologic disorders (Pardalos et al., 2004; Thulasidas et al., 2006; Liu, 2008). One approach to expedite diagnosis would be to introduce a real-time EEG-based classification algorithm. ...

BRAIN DYNAMICS, SYSTEM CONTROL AND OPTIMIZATION TECHNIQUES WITH APPLICATIONS IN EPILEPSY
  • Citing Article

... The gardening study demonstrated a marked increase in low and mid gamma wave activity during transplanting of plants as opposed to the transplanting activity conducted without plants [32]. In the field of neurophysiological research, Chien et al. [83] conducted an EEG study that compared the average response to laser-induced pain stimuli and nonpainful electrical somatosensory stimuli. The researchers observed fluctuations in delta/theta, alpha, beta, and gamma frequency ranges during pain and tactile experiments while controlling for attentional influences by employing randomized stimulus delivery [83]. ...

Painful cutaneous laser stimuli induce event-related oscillatory EEG activities that are different from those induced by nonpainful electrical stimuli

Journal of Neurophysiology

... Much of what is known about pain processing has resulted from studies that induce pain in healthy volunteers using brief, millisecond-long stimuli with infrared lasers [6][7][8]. Such work has revealed that pain networks comprise regions such as the somatosensory, insular, and prefrontal cortices [9][10][11][12][13]. ...

ERC analysis of scalp EEG reveals widespread directed functional interactions related to a painful cutaneous laser stimulus.

Journal of Neurophysiology

... One crucial question in seizure prediction is whether an identifiable, specific, preseizure state exists. Over the recent years, there has been accumulating evidence indicating that a transitional preseizure state does exist prior to seizure onsets [20], [29], [41], [35], [30], [5], [7]. The majority of the quantitative evidence supporting the existence of a preseizure state is derived from EEG analyses. ...

Brain Network Analysis of Seizure Evolution

Annales Zoologici Fennici

... [8][9][10][11][12] Now the majority of epilepsy suffers are drugresistance, and several studies have demonstrated that electrical stimulation can bring about an overall improvement in the control of seizures. [13][14][15][16][17] Berenyi et al. indicated that closed-loop transcranial electrical stimulation can dramatically reduce spike-and-wave episodes in a rodent model of generalized epilepsy. 18 Nelson et al. made use of very high frequency electrical stimulation at seizure onset to create the closed-loop seizure control of absence epilepsy based on the GAERS model. ...

Optimization of epilepsy treatment with vagus nerve stimulation

... Only a few algorithms have been designed specifically for people with absence seizures. [16][17][18][19][20] In even fewer of these studies, algorithms were designed to run on wearable systems. In contrast to algorithms developed to run in a hospital without strict computational constraints (as they can rely on powerful servers connected to the hospital network), 15 algorithms for wearable systems must meet with strict storage, computing memory, and computing power constraints. ...

A Novel Wavelet Based Algorithm for Spike and Wave Detection in Absence Epilepsy
  • Citing Article
  • January 2010