Augmentation of cognitive function in epilepsy
Epilepsy is one of the most common neurological disorders in humans afflicting more than 1% of the population and 65 million people worldwide (England et al., 2012). The most common form of acquired epilepsy is temporal lobe epilepsy (TLE), and over 30% of patients with TLE have seizures that are refractory to commonly used anticonvulsant drugs (Bauer and Burr, 2001). Mesial temporal lobe sclerosis (MTS) is the most common pathological abnormality in TLE (Bronen et al., 1997). The histopathological hallmarks of hippocampal sclerosis include segmental loss of pyramidal neurons, granule cell dispersion, and reactive gliosis (Sutula et al., 1989). Indeed, changes in the integrity of hippocampus and surrounding hippocampal white matter is postulated to influence overall temporal lobe network connectivity, hippocampus efficiency, seizures (Cadotte et al., 2009), and memory function (Eichenbaum et al., 2007, 2012). Indeed, animal and human studies show that abnormalities in the hippocampus and its white matter inputs and outputs are correlated with the severity of memory dysfunction (Christidi et al., 2011).
Temporal Lobe Connectivity in TLE: Filling Gaps in Knowledge
Patterned inputs to the hippocampus from mediobasal cortical regions and entrorhinal cortex are hypothesized to support critical memory functions of recollection (controlled, deliberate recall) and familiarity (automatic, item-based memory), respectively (Eichenbaum and Lipton, 2008; Eichenbaum et al., 2012; Dixon et al., 2014). An integrated theory of parahippocampal (PHc), perirhinal (PRc), entrorhinal (ERc), and hippocampal (HC) functioning [the βBinding of Items and Context [BIC] Model (Diana et al., 2007)], suggests that these structures form an integrated circuit that supports recollection and familiarity. The PRc is proposed to be important in encoding and retrieving items (e.g., objects, words, and ideas), whereas the PHc is responsible for representing spatial, temporal, and semantic context. The HC supports memory for episodes by integrating these inputs and binding the item-based contextual information together as a unique event in space and time. In this view, the formation of new memories depends upon the integrated series of inputs from PRc and PHc components of the parahippocampal gyrus and their respective targets in the ERc and hippocampus. Despite extensive animal work, it is unknown in humans whether selective damage to these areas or their interconnections that produce subtypes of memory impairment might differentially respond to different types of memory training. Although some data exists on the efficacy of memory rehabilitation programs, little is known about the neural basis of individualized rehabilitation responses from a mechanistic perspective (Wagner, 2011).
Implications for Memory Rehabilitation
Understanding individual differences in morphological and connectional components of medial temporal lobe injury in TLE can lead to identification of subtypes of memory impairment, and thus help identify clinically important targets for memory augmentation. Our hypothesis is that the subtypes of memory impairment that result will preferentially respond to specific memory interventions, a notion that is also being addressed in the aphasia treatment literature (Kim et al., 2011). To this end, an emerging method for treating neurologically-induced memory impairment is non-invasive brain stimulation (NIBS), including transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS). Both tDCS and TMS are safe for use in human subjects (Nitsche et al., 2003b), and have been used widely to test hypothesis about causal links between specific brain structures supporting cognition and memory (Dayan et al., 2013; Hummel, 2014). Indeed, several studies support the use of NIBS techniques as tools for enhancing cognitive function in normal subjects and as therapeutic agents for individuals with psychiatric and neurologic disorders (Hummel and Cohen, 2006; Miniussi et al., 2008). NIBS consist of applying a weak (0.5β2.0 mA in tDCS) direct current through the scalp and skull. Depending on the polarity of the current during stimulation, NIBS may increase or decrease the rate of neuronal firing by modulating the resting membrane potentials (Creutzfeldt et al., 1962; Bindman et al., 1964; Liebetanz et al., 2002; Nitsche et al., 2003a; Zaghi et al., 2010). Although these studies are preliminary, they do provide reassuring proof-of-principle that the stimulated brain region is part of a critical circuit for performing the task under investigation.
The application of brain stimulation in combination with specific memory rehabilitation methods (Stringer and Small, 2011) has been put forth as a strategy to compensate for basic defects in TLE-related memory processing (Miatton et al., 2011; Sankar et al., 2012; Suthana et al., 2012; Fell et al., 2013; Hariz et al., 2013; Hartikainen et al., 2014; Suthana and Fried, 2014). These studies demonstrate that electrical neuromodulation of specific deep structures within the medial temporal lobe may have persistent benefits in memory function.
NIBS has been shown to significantly decrease seizures in individuals with treatment-resistant epilepsy (Fregni et al., 2006; Nitsche and Paulus, 2009; San-Juan et al., 2011; Varga et al., 2011; Yook et al., 2011; Auvichayapat et al., 2013; Parazzini et al., 2014). Whether NIBS techniques can also improve memory function in TLE is an area of much interest. To this end, recent reports suggest that NIBS may augment cognition in a wide array of neurologic and psychiatric disorders, including schizophrenia (Minzenberg and Carter, 2012), Alzheimer's disease (Boggio et al., 2006), depression (Brunoni et al., 2012), and post-stroke recovery (Floel, 2014). Although the underlying mechanism that produces the cognitive deficits associated with epilepsy may differ from those that produce similar deficits in other disorders, the mechanism that enables tDCS' therapeutic effect appears to transcend individual disease. These results strongly suggest that tDCS may represent an excellent potential new treatment modality for epilepsy. Therefore, future studies on the possible effects of tDCS in TLE are highly warranted. There are however, a number of significant issues that must be addressed for tDCS to become practical as a treatment for TLE.
Future Directions
While NIBS has been shown to be relatively safe, currently there is surprisingly little known about the specific mechanisms underlying the therapeutic effects (Reato et al., 2013). Nevertheless, various postulates have been put forward such as N-methyl-D-aspartate receptor mediated long and short-term potentiation modulation (Liebetanz et al., 2002; Nitsche et al., 2004; Thickbroom and Mastaglia, 2009). Studies aimed at defining the dose for NIBS techniques in space and in time, as well as determining the safe stimulation intensity parameters and electrode positions, are now critical to propel this field forward. Finally, with regard to tDCS, it was initially believed to primarily affect cortical regions directly beneath the electrode. However, there are now a number of reports based on results from computer modeling suggesting that the current during tDCS may in fact reach deeper areas, such as the hippocampus (Sadleir et al., 2010; Parazzini et al., 2012). In order to systemically reach the hippocampus and surrounding structures at therapeutic levels, computer modeling will be needed and will likely play an increasingly important role in the design of electrode montages that can consistently reach these areas in the future. Fortunately, a number of groups now use computer modeling to gain a better understanding of where current is flowing during NIBS as well as methods to guide or focus current (Datta et al., 2009; Bai et al., 2013; Dmochowski et al., 2013; Edwards et al., 2013). While NIBS techniques offer the capability to modulate large or diverse areas of the brain, it is still an open question as to what extent electrical neuromodulation in one brain area may affect adjacent or more distant areas and mechanism of action. However, recent efforts are beginning to explore these many complex issues directly (Keeser et al., 2011; Polania et al., 2011; Lamy et al., 2012; Polania et al., 2012; Park et al., 2013; Hampstead et al., 2014; Notturno et al., 2014).
Future advancements in current methodologies for NIBS may provide substantial improvements during focal delivery of stimulation to the temporal lobe for memory augmentation. Also, improvements in multi-modal non-invasive techniques such as fMRI or MEG, may be able to detect neural signatures reflective of NIBS related neurophysiological changes within the hippocampus and surrounding structures that result in memory enhancement. Through the combined use of NIBS and multiunit local field potential recordings in combination with non-invasive measurements such as EEG and fMRI studies we may be able to optimize detection and determine the precise neuronal correlates of NIBS related behavioral changes. Other training techniques such as neurofeedback may also allow patients the ability to modulate electrical stimulation oscillatory activity in order to achieve improvements in memory.
In summary, it will become increasingly important for future studies to build upon and elucidate the mechanism of action used in NIBS enhancement of memory. The location, parameters, and phase of delivery of NIBS may need to vary amongst individuals. Hence, systematic comparisons and consistent methodologies across studies will likely contribute to a solid understanding of NIBS and its effects on learning and memory. Resolution of these issues may be crucial as to whether NIBS based therapeutics will advance toward a useful treatment for patients with TLE related memory problems.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
Auvichayapat, N., Rotenberg, A., Gersner, R., Ngodklang, S., Tiamkao, S., Tassaneeyakul, W., et al. (2013). Transcranial direct current stimulation for treatment of refractory childhood focal epilepsy. Brain Stimul. 6, 696β700. doi: 10.1016/j.brs.2013.01.009
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Bai, S., Loo, C., and Dokos, S. (2013). A review of computational models of transcranial electrical stimulation. Crit. Rev. Biomed. Eng. 41, 21β35. doi: 10.1615/CritRevBiomedEng.2013007163
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Bauer, J., and Burr, W. (2001). Course of chronic focal epilepsy resistant to anticonvulsant treatment. Seizure 10, 239β246. doi: 10.1053/seiz.2000.0499
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Bindman, L. J., Lippold, O. C., and Redfearn, J. W. (1964). Relation between the size and form of potentials evoked by sensory stimulation and the background electrical activity in the cerebral cortex of the rat. J. Physiol. 171, 1β25.
Pubmed Abstract | Pubmed Full Text
Boggio, P. S., Ferrucci, R., Rigonatti, S. P., Covre, P., Nitsche, M., Pascual-Leone, A., et al. (2006). Effects of transcranial direct current stimulation on working memory in patients with Parkinson's disease. J. Neurol. Sci. 249, 31β38. doi: 10.1016/j.jns.2006.05.062
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Bronen, R. A., Fulbright, R. K., King, D., Kim, J. H., Spencer, S. S., Spencer, D. D., et al. (1997). Qualitative MR imaging of refractory temporal lobe epilepsy requiring surgery, correlation with pathology and seizure outcome after surgery. Am. J. Roentgenol. 169, 875β882. doi: 10.2214/ajr.169.3.9275915
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Brunoni, A. R., Ferrucci, R., Fregni, F., Boggio, P. S., and Priori, A. (2012). Transcranial direct current stimulation for the treatment of major depressive disorder, a summary of preclinical, clinical and translational findings. Prog. Neuropsychopharmacol. Biol. Psychiatry 39, 9β16. doi: 10.1016/j.pnpbp.2012.05.016
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Cadotte, A. J., Mareci, T. H., DeMarse, T. B., Parekh, M. B., Rajagovindan, R., Ditto, W. L., et al. (2009). Temporal lobe epilepsy, anatomical and effective connectivity. IEEE Trans. Neural Syst. Rehabil. Eng. 17, 214β223. doi: 10.1109/TNSRE.2008.2006220
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Christidi, F., Bigler, E. D., McCauley, S. R., Schnelle, K. P., Merkley, T. L., Mors, M. B., et al. (2011). Diffusion tensor imaging of the perforant pathway zone and its relation to memory function in patients with severe traumatic brain injury. J. Neurotrauma 28, 711β725. doi: 10.1089/neu.2010.1644
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Creutzfeldt, O. D., Fromm, G. H., and Kapp, H. (1962). Influence of transcortical d-c currents on cortical neuronal activity. Exp. Neurol. 5, 436β452. doi: 10.1016/0014-4886(62)90056-0
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Datta, A., Bansal, V., Diaz, J., Patel, J., Reato, D., and Bikson, M. (2009). Gyri-precise head model of transcranial direct current stimulation, improved spatial focality using a ring electrode versus conventional rectangular pad. Brain Stimul. 2, 201β207, 207, e201. doi: 10.1016/j.brs.2009.03.005
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Dayan, E., Censor, N., Buch, E. R., Sandrini, M., and Cohen, L. G. (2013). Noninvasive brain stimulation, from physiology to network dynamics and back. Nat. Neurosci. 16, 838β844. doi: 10.1038/nn.3422
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Diana, R. A., Yonelinas, A. P., and Ranganath, C. (2007). Imaging recollection and familiarity in the medial temporal lobe, a three-component model. Trends Cogn. Sci. 11, 379β386. doi: 10.1016/j.tics.2007.08.001
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Dixon, M. L., Fox, K. C., and Christoff, K. (2014). Evidence for rostro-caudal functional organization in multiple brain areas related to goal-directed behavior. Brain Res. 1572, 26β39. doi: 10.1016/j.brainres.2014.05.012
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Dmochowski, J. P., Datta, A., Huang, Y., Richardson, J. D., Bikson, M., Fridriksson, J., et al. (2013). Targeted transcranial direct current stimulation for rehabilitation after stroke. Neuroimage 75, 12β19. doi: 10.1016/j.neuroimage.2013.02.049
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Edwards, D., Cortes, M., Datta, A., Minhas, P., Wassermann, E. M., and Bikson, M. (2013). Physiological and modeling evidence for focal transcranial electrical brain stimulation in humans: a basis for high-definition tDCS. Neuroimage 74, 266β275. doi: 10.1016/j.neuroimage.2013.01.042
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Eichenbaum, H., and Lipton, P. A. (2008). Towards a functional organization of the medial temporal lobe memory system: role of the parahippocampal and medial entorhinal cortical areas. Hippocampus 18, 1314β1324. doi: 10.1002/hipo.20500
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Eichenbaum, H., Sauvage, M., Fortin, N., Komorowski, R., and Lipton, P. (2012). Towards a functional organization of episodic memory in the medial temporal lobe. Neurosci. Biobehav. Rev. 36, 1597β1608. doi: 10.1016/j.neubiorev.2011.07.006
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Eichenbaum, H., Yonelinas, A. P., and Ranganath, C. (2007). The medial temporal lobe and recognition memory. Annu. Rev. Neurosci. 30, 123β152. doi: 10.1146/annurev.neuro.30.051606.094328
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
England, M. J., Liverman, C. T., Schultz, A. M., and Strawbridge, L. M. (2012). Epilepsy across the spectrum: promoting health and understanding. a summary of the institute of medicine report. Epilepsy Behav. 25, 266β276. doi: 10.1016/j.yebeh.2012.06.016
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Fell, J., Staresina, B. P., Do Lam, A. T., Widman, G., Helmstaedter, C., Elger, C. E., et al. (2013). Memory modulation by weak synchronous deep brain stimulation: a pilot study. Brain Stimul. 6, 270β273. doi: 10.1016/j.brs.2012.08.001
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Floel, A. (2014). tDCS-enhanced motor and cognitive function in neurological diseases. Neuroimage 85(Pt 3), 934β947. doi: 10.1016/j.neuroimage.2013.05.098
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Fregni, F., Thome-Souza, S., Nitsche, M. A., Freedman, S. D., Valente, K. D., and Pascual-Leone, A. (2006). A controlled clinical trial of cathodal DC polarization in patients with refractory epilepsy. Epilepsia 47, 335β342. doi: 10.1111/j.1528-1167.2006.00426.x
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Hampstead, B. M., Brown, G. S., and Hartley, J. F. (2014). Transcranial direct current stimulation modulates activation and effective connectivity during spatial navigation. Brain Stimul. 7, 314β324. doi: 10.1016/j.brs.2013.12.006
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Hariz, M., Blomstedt, P., and Zrinzo, L. (2013). Future of brain stimulation: new targets, new indications, new technology. Mov. Disord. 28, 1784β1792. doi: 10.1002/mds.25665
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Hartikainen, K. M., Sun, L., Polvivaara, M., Brause, M., Lehtimaki, K., Haapasalo, J., et al. (2014). Immediate effects of deep brain stimulation of anterior thalamic nuclei on executive functions and emotion-attention interaction in humans. J. Clin. Exp. Neuropsychol. 36, 540β550. doi: 10.1080/13803395.2014.913554
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Hummel, F. C. (2014). [Combination of TMS and MRT to understand neurological diseases]. Nervenarzt 85, 708β713. doi: 10.1007/s00115-013-3997-z
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Hummel, F. C., and Cohen, L. G. (2006). Non-invasive brain stimulation: a new strategy to improve neurorehabilitation after stroke? Lancet Neurol. 5, 708β712. doi: 10.1016/S1474-4422(06)70525-7
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Keeser, D., Meindl, T., Bor, J., Palm, U., Pogarell, O., Mulert, C., et al. (2011). Prefrontal transcranial direct current stimulation changes connectivity of resting-state networks during fMRI. J. Neurosci. 31, 15284β15293. doi: 10.1523/JNEUROSCI.0542-11.2011
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Kim, E. S., Rapcsak, S. Z., Andersen, S., and Beeson, P. M. (2011). Multimodal alexia: neuropsychological mechanisms and implications for treatment. Neuropsychologia 49, 3551β3562. doi: 10.1016/j.neuropsychologia.2011.09.007
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Lamy, J. C., Badel, A., Arrigo, R. T., and Boakye, M. (2012). Dynamic modulation of intrinsic functional connectivity by transcranial direct current stimulation. J. Neurophysiol. 108, 3253β3263. doi: 10.1152/jn.00606.2012
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Liebetanz, D., Nitsche, M. A., Tergau, F., and Paulus, W. (2002). Pharmacological approach to the mechanisms of transcranial DC-stimulation-induced after-effects of human motor cortex excitability. Brain 125(Pt 10), 2238β2247. doi: 10.1093/brain/awf238
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Miatton, M., Van Roost, D., Thiery, E., Carrette, E., Van Dycke, A., Vonck, K., et al. (2011). The cognitive effects of amygdalohippocampal deep brain stimulation in patients with temporal lobe epilepsy. Epilepsy Behav. 22, 759β764. doi: 10.1016/j.yebeh.2011.09.016
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Miniussi, C., Cappa, S. F., Cohen, L. G., Floel, A., Fregni, F., Nitsche, M. A., et al. (2008). Efficacy of repetitive transcranial magnetic stimulation/transcranial direct current stimulation in cognitive neurorehabilitation. Brain Stimul. 1, 326β336. doi: 10.1016/j.brs.2008.07.002
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Minzenberg, M. J., and Carter, C. S. (2012). Developing treatments for impaired cognition in schizophrenia. Trends Cogn. Sci. 16, 35β42. doi: 10.1016/j.tics.2011.11.017
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Nitsche, M. A., Jaussi, W., Liebetanz, D., Lang, N., Tergau, F., and Paulus, W. (2004). Consolidation of human motor cortical neuroplasticity by D-cycloserine. Neuropsychopharmacology 29, 1573β1578. doi: 10.1038/sj.npp.1300517
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Nitsche, M. A., Liebetanz, D., Antal, A., Lang, N., Tergau, F., and Paulus, W. (2003a). Modulation of cortical excitability by weak direct current stimulationβtechnical, safety and functional aspects. Suppl. Clin. Neurophysiol. 56, 255β276. doi: 10.1016/S1567-424X(09)70230-2
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Nitsche, M. A., Liebetanz, D., Lang, N., Antal, A., Tergau, F., and Paulus, W. (2003b). Safety criteria for transcranial direct current stimulation (tDCS) in humans. Clin. Neurophysiol. 114, 2220β2222; author reply 2222β2223. doi: 10.1016/S1388-2457(03)00235-9
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Nitsche, M. A., and Paulus, W. (2009). Noninvasive brain stimulation protocols in the treatment of epilepsy: current state and perspectives. Neurotherapeutics 6, 244β250. doi: 10.1016/j.nurt.2009.01.003
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Notturno, F., Marzetti, L., Pizzella, V., Uncini, A., and Zappasodi, F. (2014). Transcranial direct current stimulation modulates activation and effective connectivity during spatial navigation. Hum. Brain Mapp. 35, 2220β2232. doi: 10.1002/hbm.22322
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Parazzini, M., Fiocchi, S., Liorni, I., Priori, A., and Ravazzani, P. (2014). Computational modeling of transcranial direct current stimulation in the child brain: implications for the treatment of refractory childhood focal epilepsy. Int. J. Neural Syst. 24:1430006. doi: 10.1142/S012906571430006X
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Parazzini, M., Fiocchi, S., and Ravazzani, P. (2012). Electric field and current density distribution in an anatomical head model during transcranial direct current stimulation for tinnitus treatment. Bioelectromagnetics 33, 476β487. doi: 10.1002/bem.21708
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Park, C. H., Chang, W. H., Park, J. Y., Shin, Y., Kim, S. T., and Kim, Y. H. (2013). Transcranial direct current stimulation increases resting state interhemispheric connectivity. Neurosci. Lett. 539, 7β10. doi: 10.1016/j.neulet.2013.01.047
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Polania, R., Nitsche, M. A., and Paulus, W. (2011). Modulating functional connectivity patterns and topological functional organization of the human brain with transcranial direct current stimulation. Hum. Brain Mapp. 32, 1236β1249. doi: 10.1002/hbm.21104
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Polania, R., Paulus, W., and Nitsche, M. A. (2012). Modulating cortico-striatal and thalamo-cortical functional connectivity with transcranial direct current stimulation. Hum. Brain Mapp. 33, 2499β2508. doi: 10.1002/hbm.21380
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Reato, D., Rahman, A., Bikson, M., and Parra, L. C. (2013). Effects of weak transcranial alternating current stimulation on brain activity-a review of known mechanisms from animal studies. Front. Hum. Neurosci. 7:687. doi: 10.3389/fnhum.2013.00687
CrossRef Full Text
Sadleir, R. J., Vannorsdall, T. D., Schretlen, D. J., and Gordon, B. (2010). Transcranial direct current stimulation (tDCS) in a realistic head model. Neuroimage 51, 1310β1318. doi: 10.1016/j.neuroimage.2010.03.052
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
San-Juan, D., Calcaneo Jde, D., Gonzalez-Aragon, M. F., Bermudez Maldonado, L., Avellan, A. M., Argumosa, E. V., et al. (2011). Transcranial direct current stimulation in adolescent and adult Rasmussen's encephalitis. Epilepsy Behav. 20, 126β131. doi: 10.1016/j.yebeh.2010.10.031
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Sankar, T., Tierney, T. S., and Hamani, C. (2012). Novel applications of deep brain stimulation. Surg. Neurol. Int. 3(Suppl. 1), S26βS33. doi: 10.4103/2152-7806.91607
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Stringer, A. Y., and Small, S. K. (2011). Ecologically-oriented neurorehabilitation of memory: robustness of outcome across diagnosis and severity. Brain Inj. 25, 169β178. doi: 10.3109/02699052.2010.541894
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Suthana, N., and Fried, I. (2014). Deep brain stimulation for enhancement of learning and memory. Neuroimage 85(Pt 3), 996β1002. doi: 10.1016/j.neuroimage.2013.07.066
CrossRef Full Text
Suthana, N., Haneef, Z., Stern, J., Mukamel, R., Behnke, E., Knowlton, B., et al. (2012). Memory enhancement and deep-brain stimulation of the entorhinal area. N. Engl. J. Med. 366, 502β510. doi: 10.1056/NEJMoa1107212
CrossRef Full Text
Sutula, T., Cascino, G., Cavazos, J., Parada, I., and Ramirez, L. (1989). Mossy fiber synaptic reorganization in the epileptic human temporal lobe. Ann. Neurol. 26, 321β330. doi: 10.1002/ana.410260303
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Thickbroom, G. W., and Mastaglia, F. L. (2009). Plasticity in neurological disorders and challenges for noninvasive brain stimulation (NBS). J. Neuroeng. Rehabil. 6, 4. doi: 10.1186/1743-0003-6-4
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Varga, E. T., Terney, D., Atkins, M. D., Nikanorova, M., Jeppesen, D. S., Uldall, P., et al. (2011). Transcranial direct current stimulation in refractory continuous spikes and waves during slow sleep: a controlled study. Epilepsy Res. 97, 142β145. doi: 10.1016/j.eplepsyres.2011.07.016
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Wagner, A. K. (2011). Rehabilomics: a conceptual framework to drive biologics research. PM R 3(6 Suppl. 1), S28βS30. doi: 10.1016/j.pmrj.2011.04.013
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Yook, S. W., Park, S. H., Seo, J. H., Kim, S. J., and Ko, M. H. (2011). Suppression of seizure by cathodal transcranial direct current stimulation in an epileptic patientβa case report. Ann. Rehabil. Med. 35, 579β582. doi: 10.5535/arm.2011.35.4.579
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text
Zaghi, S., Acar, M., Hultgren, B., Boggio, P. S., and Fregni, F. (2010). Noninvasive brain stimulation with low-intensity electrical currents: putative mechanisms of action for direct and alternating current stimulation. Neuroscientist 16, 285β307. doi: 10.1177/1073858409336227
Pubmed Abstract | Pubmed Full Text | CrossRef Full Text