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Measurements and models of electric fields in the in vivo human brain during transcranial electric stimulation

Huang, Yu; Liu, Anli A; Lafon, Belen; Friedman, Daniel; Dayan, Michael; Wang, Xiuyuan; Bikson, Marom; Doyle, Werner K; Devinsky, Orrin; Parra, Lucas C
Transcranial electric stimulation aims to stimulate the brain by applying weak electrical currents at the scalp. However, the magnitude and spatial distribution of electric fields in the human brain are unknown. We measured electric potentials intracranially in ten epilepsy patients and estimate electric fields across the entire brain by leveraging calibrated current-flow models. When stimulating at 2 mA, cortical electric fields reach 0.4 V/m, the lower limit of effectiveness in animal studies. When individual whole-head anatomy is considered, the predicted electric field magnitudes correlate with the recorded values in cortical (r=0.89) and depth (r=0.84) electrodes. Accurate models require adjustment of tissue conductivity values reported in the literature, but accuracy is not improved when incorporating white matter anisotropy or different skull compartments. This is the first study to validate and calibrate current-flow models with in vivo intracranial recordings in humans, providing a solid foundation to target stimulation and interpret clinical trials.
PMCID:5370189
PMID: 28169833
ISSN: 2050-084x
CID: 2437392

Direct experimental validation of computational current flowmodels with intra-cranial recordings in human and non-human primates [Meeting Abstract]

Lafon, B; Liu, A; Huang, Y; Minas, P; Kar, K; Bikson, M; Friedman, D; Krekelberg, B; Parra, L C
Computational models of Transcranial Electric Stimulation (TES) have been used extensively to predict the precise intensity and distribution of electric fields across the brain. The goal of such modeling is to guide the targeting of particular brain areas for clinical trials and research studies. While computational models have increased in sophistication and detail, to date there has been limited empirical evaluation of their precision. Previous efforts have been limited to comparing model predictions with voltage recordings on the scalp surface. To address the uncertainty of model accuracy inside the head, we recorded intra-cranial electric fields generated by TES in patients undergoing invasive monitoring for epilepsy surgery. Highresolution finite element models were constructed from patient's MRIs at 1 mm3 resolution, and voltage distribution inside the head were simulated for 1 mA currents. Preliminary analysis shows a general correspondence of model predictions and trans-cranial recordings (in over 150 cortical and subcortical electrodes for each of two patients). To determine specific conductivity values in-vivo for different tissues we are in the process of recording from depth electrodes also in rhesus macaque monkey leveraging ongoing neurophysiology experiments with TES. We have already segmented the macaque head anatomy for one subject at 1mm3 resolution and completed current flow modeling. These combined human and nonhuman primate recordings should provide strong constraints for future modeling efforts and will establish a firm empirical foundation for future clinical studies with TES that aim to target specific cortical and sub-cortical brain regions
EMBASE:614511219
ISSN: 1876-4754
CID: 2480042

Are we missing non-motor seizures in Parkinson's disease? Two case reports

Son, Andre Y; Cucca, Alberto; Agarwal, Shashank; Liu, Anli; Di Rocco, Alessandro; Biagioni, Milton C
BACKGROUND: Parkinson's disease (PD) is predominantly recognized for its motor symptoms, but patients struggle from a morbid and heterogeneous collection of non-motor symptoms (NMS-PD) that can affect their quality of life even more. NMS-PD is a rather generalized term and the heterogeneity and non-specific nature of many symptoms poses a clinical challenge when a PD patient presents with non-motor complaints that may not be NMS-PD. CASE PRESENTATION: We report two patients with idiopathic PD who presented with acute episodes of cognitive changes. Structural brain images, cardiovascular and laboratory assessment were unremarkable. Both patients experienced a considerable delay before receiving an epilepsy-evaluation, at which point electroencephalogram abnormalities supported the diagnosis of focal non-motor seizures with alteration of awareness. Antiepileptic therapy was implemented and was effective in both cases. CONCLUSIONS: Diagnosing non-motor seizures can be challenging. However, PD patients pose an even greater challenge given their eclectic non-motor clinical manifestations and other disease-related complications that could confound and mislead adequate clinical interpretation. Our two cases provide examples of non-motor seizures that may mimic non-motor symptoms of PD. Treating physicians should always consider other possible causes of non-motor symptoms that may coexist in PD patients. Epilepsy work-up should be contemplated in the differential of acute changes in cognition, behavior, or alertness.
PMCID:5583992
PMID: 28879018
ISSN: 2054-7072
CID: 2687612

Safety of Transcranial Direct Current Stimulation: Evidence Based Update 2016

Bikson, Marom; Grossman, Pnina; Thomas, Chris; Zannou, Adantchede Louis; Jiang, Jimmy; Adnan, Tatheer; Mourdoukoutas, Antonios P; Kronberg, Greg; Truong, Dennis; Boggio, Paulo; Brunoni, Andre R; Charvet, Leigh; Fregni, Felipe; Fritsch, Brita; Gillick, Bernadette; Hamilton, Roy H; Hampstead, Benjamin M; Jankord, Ryan; Kirton, Adam; Knotkova, Helena; Liebetanz, David; Liu, Anli; Loo, Colleen; Nitsche, Michael A; Reis, Janine; Richardson, Jessica D; Rotenberg, Alexander; Turkeltaub, Peter E; Woods, Adam J
This review updates and consolidates evidence on the safety of transcranial Direct Current Stimulation (tDCS). Safety is here operationally defined by, and limited to, the absence of evidence for a Serious Adverse Effect, the criteria for which are rigorously defined. This review adopts an evidence-based approach, based on an aggregation of experience from human trials, taking care not to confuse speculation on potential hazards or lack of data to refute such speculation with evidence for risk. Safety data from animal tests for tissue damage are reviewed with systematic consideration of translation to humans. Arbitrary safety considerations are avoided. Computational models are used to relate dose to brain exposure in humans and animals. We review relevant dose-response curves and dose metrics (e.g. current, duration, current density, charge, charge density) for meaningful safety standards. Special consideration is given to theoretically vulnerable populations including children and the elderly, subjects with mood disorders, epilepsy, stroke, implants, and home users. Evidence from relevant animal models indicates that brain injury by Direct Current Stimulation (DCS) occurs at predicted brain current densities (6.3-13 A/m2) that are over an order of magnitude above those produced by conventional tDCS. To date, the use of conventional tDCS protocols in human trials (
PMCID:5007190
PMID: 27372845
ISSN: 1876-4754
CID: 2225122

Exploring the efficacy of a 5-day course of transcranial direct current stimulation (TDCS) on depression and memory function in patients with well-controlled temporal lobe epilepsy

Liu, Anli; Bryant, Andrew; Jefferson, Ashlie; Friedman, Daniel; Minhas, Preet; Barnard, Sarah; Barr, William; Thesen, Thomas; O'Connor, Margaret; Shafi, Mouhsin; Herman, Susan; Devinsky, Orrin; Pascual-Leone, Alvaro; Schachter, Steven
INTRODUCTION: Depression and memory dysfunction significantly impact the quality of life of patients with epilepsy. Current therapies for these cognitive and psychiatric comorbidities are limited. We explored the efficacy and safety of transcranial direct current stimulation (TDCS) for treating depression and memory dysfunction in patients with temporal lobe epilepsy (TLE). METHODS: Thirty-seven (37) adults with well-controlled TLE were enrolled in a double-blinded, sham-controlled, randomized, parallel-group study of 5days of fixed-dose (2mA, 20min) TDCS. Subjects were randomized to receive either real or sham TDCS, both delivered over the left dorsolateral prefrontal cortex. Patients received neuropsychological testing and a 20-minute scalp EEG at baseline immediately after the TDCS course and at 2- and 4-week follow-up. RESULTS: There was improvement in depression scores immediately after real TDCS, but not sham TDCS, as measured by changes in the Beck Depression Inventory (BDI change: -1.68 vs. 1.27, p<0.05) and NDDI-E (-0.83 vs. 0.9091, p=0.05). There was no difference between the groups at the 2- or 4-week follow-up. There was no effect on delayed or working memory performance. Transcranial direct current stimulation was well-tolerated and did not increase seizure frequency or interictal discharge frequency. Transcranial direct current stimulation induced an increase in delta frequency band power over the frontal region and delta, alpha, and theta band power in the occipital region after real stimulation compared to sham stimulation, although the difference did not reach statistical significance. DISCUSSION: This study provides evidence for the use of TDCS as a safe and well-tolerated nonpharmacologic approach to improving depressive symptoms in patients with well-controlled TLE. However, there were no changes in memory function immediately following or persisting after a stimulation course. Further studies may determine optimal stimulation parameters for maximal mood benefit.
PMID: 26720704
ISSN: 1525-5069
CID: 1927302

Experience with a healthy subject population at a sleep research center undergoing cognitive neuroscience research [Meeting Abstract]

Liu, A; Granitz, E; Shankar, A; Cowan, E; Barnard, S; Rajan, S; Day, C; Davachi, L; Devinsky, O; Kothare, S
Introduction: The role of sleep in learning and memory has gained significant attention in cognitive neuroscience. We report our experience with a healthy subject population at a sleep research center. Methods: We recruited subjects for a daytime nap and overnight sleep study by advertising at an urban university over one year. Subjects were eligible if aged 18 to 35, English-speaking, and scored above 26 on the Montreal Cognitive Assessment (MOCA). They were excluded for any diagnosis of a neurologic or psychiatric disorder, including a sleep disorder (as identified by the insomnia symptom questionnaire, STOP-BANG, and Morningness-Eveningness scale); used psychoactive medications, alcohol or recreational drugs; or recent travel across time zones. Subjects participated in cognitive tasks and slept with simultaneous EEG-PSG, which was scored by a board-certified sleep neurologist. Results: We obtained 40 nap studies and 20 nighttime studies. Screening questionnaires identified eligible subjects with a low risk of insomnia (0.22 +/- 0.52), low r isk of sleep apnea (0.82 +/- 0.75), and inter mediate ci rcadian preferences (47.15 +/- 0.75). There was a wide var iance in sleep efficiency (0.68 +/- 0.29) and total sleep time (TST, 69.86 +/- 33.78 min) during naps; with less variance seen during nocturnal studies (SD 0.84 +/- 0.08; TST 454.13 +/- 45.0 min). Three (15%) nap subjects demonstrated excessive daytime REM. Two nap subjects (5%) and three (15%) nighttime subjects were diagnosed with OSA. One nap subject (2.5%) and two nighttime subjects (10%) were diagnosed with periodic limb movements of sleep (PLMS). Conclusion: Our experience with a healthy subject population suggests a wide variance in daytime sleep behavior and a notable prevalence of sleep disorders such as OSA, PLMS, and excessive daytime REM. These variables should be considered in planning and analysis of sleep and cognition studies
EMBASE:72303238
ISSN: 1550-9109
CID: 2152932

Transcranial Magnetic Stimulation in the Treatment of Neurological Disease

Shafi, Mouhsin M; Liu, Anli; Fox, Michael D; Pascual-Leone, Alvaro; Press, Daniel Z
Transcranial magnetic stimulation (TMS) holds great potential in the treatment of a host of neurological conditions due to its ability to focally modulate-suppress or enhance-activity in targeted cortical brain regions and modify activity across specific brain networks. Results from early trials in a number of neurological indications are presented, including stroke rehabilitation, Parkinson's disease, tinnitus, chronic pain, migraine, and epilepsy. We emphasize both the challenges, such as the limited efficacy to date in tinnitus, as well as the opportunities, such as the use of TMS in epilepsy caused by focal/cortical lesions. However, to establish TMS as a clinically valuable neurological therapeutic intervention, a number of hurdles must be overcome, including accurate targeting of the treatment, characterization of its therapeutic benefit for specific patients/symptoms, proof of efficacy in multicenter trials that are adequately blinded and powered, proof of the durability of the effects, and assessment of potential adverse effects of cumulative dose and repeated application.
ISI:000338827700008
ISSN: 1938-2456
CID: 1102792

Transcranial magnetic stimulation for refractory focal status epilepticus in the intensive care unit

Liu, Anli; Pang, Trudy; Herman, Susan; Pascual-Leone, Alvaro; Rotenberg, Alexander
PURPOSE: To examine the efficacy and safety profile of antiepileptic repetitive transcranial magnetic stimulation (rTMS) for refractory status epilepticus (RSE) in the intensive care unit (ICU) setting. In addition, hypothetical concerns about electrical interference of rTMS with ICU equipment have been previously raised. METHODS: We describe two cases of RSE treated with rTMS in the ICU. RESULTS: In one case, rTMS contributed to decreased seizure frequency; in the second case, rTMS transiently decreased seizure frequency. In both cases, rTMS was safe and did not interfere with the functioning of the ICU equipment. CONCLUSION: rTMS is a potential therapy for RSE when conventional therapies have failed. Future studies should investigate the efficacy of various rTMS stimulation parameters, safety issues, and bioengineering considerations in the ICU setting.
PMCID:4517181
PMID: 23876929
ISSN: 1059-1311
CID: 641492

Does HIV age your brain?

Liu, Anli; Press, Daniel Z
Since the introduction of highly active antiretroviral therapy in 1996, the epidemiologic profile of HIV-associated neurocognitive disorder (HAND) has shifted drastically. Although HIV-associated dementia has nearly disappeared from clinical practice, presymptomatic and milder variants of HAND affect up to 50% of patients on chronic antiretroviral therapy.(1,2) Furthermore, the predominant phenotype has evolved from a subcortical dementia to a mixed cortical-subcortical cognitive syndrome affecting attention, executive, and memory systems, as well as slowing processing speed.(2) Yet, subtler forms of HAND often remain undetected. One Swedish HIV study found that only 27% of their patient cohort complained of cognitive dysfunction, but 67% actually demonstrated objective deficits on cognitive testing.(3.)
PMID: 23446676
ISSN: 0028-3878
CID: 255222

A Review of Therapeutic Applications of TMS/tDCS in Neurology

Chapter by: Liu, AA; Fregni, F; Hummel, F; Pascual-Leone A
in: Transcranial brain stimulation by Miniussi, Carlo; Paulus, Walter; Rossini, Paolo M [Eds]
Boca Raton, FL : CRC Press, Taylor & Francis Group, 2013
pp. ?-?
ISBN: 1439875707
CID: 2111972