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Invariance in current dipole moment density across brain structures and species: physiological constraint for neuroimaging. Neuroimage 2015; 111:49-58. [PMID: 25680520 DOI: 10.1016/j.neuroimage.2015.02.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2015] [Revised: 01/25/2015] [Accepted: 02/03/2015] [Indexed: 12/15/2022] Open
Abstract
Although anatomical constraints have been shown to be effective for MEG and EEG inverse solutions, there are still no effective physiological constraints. Strength of the current generator is normally described by the moment of an equivalent current dipole Q. This value is quite variable since it depends on size of active tissue. In contrast, the current dipole moment density q, defined as Q per surface area of active cortex, is independent of size of active tissue. Here we studied whether the value of q has a maximum in physiological conditions across brain structures and species. We determined the value due to the primary neuronal current (q primary) alone, correcting for distortions due to measurement conditions and secondary current sources at boundaries separating regions of differing electrical conductivities. The values were in the same range for turtle cerebellum (0.56-1.48 nAm/mm(2)), guinea pig hippocampus (0.30-1.34 nAm/mm(2)), and swine neocortex (0.18-1.63 nAm/mm(2)), rat neocortex (~2.2 nAm/mm(2)), monkey neocortex (~0.40 nAm/mm(2)) and human neocortex (0.16-0.77 nAm/mm(2)). Thus, there appears to be a maximum value across the brain structures and species (1-2 nAm/mm(2)). The empirical values closely matched the theoretical values obtained with our independently validated neural network model (1.6-2.8 nAm/mm(2) for initial spike and 0.7-3.1 nAm/mm(2) for burst), indicating that the apparent invariance is not coincidental. Our model study shows that a single maximum value may exist across a wide range of brain structures and species, varying in neuron density, due to fundamental electrical properties of neurons. The maximum value of q primary may serve as an effective physiological constraint for MEG/EEG inverse solutions.
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Zumer JM, Nagarajan SS, Krubitzer LA, Zhu Z, Turner RS, Disbrow EA. MEG in the macaque monkey and human: distinguishing cortical fields in space and time. Brain Res 2010; 1345:110-24. [PMID: 20493828 DOI: 10.1016/j.brainres.2010.05.037] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2010] [Revised: 05/01/2010] [Accepted: 05/12/2010] [Indexed: 11/29/2022]
Abstract
Magnetoencephalography (MEG) is an increasingly popular non-invasive tool used to record, on a millisecond timescale, the magnetic field changes generated by cortical neural activity. MEG has the advantage, over fMRI for example, that it is a direct measure of neural activity. In the current investigation we used MEG to measure cortical responses to tactile and auditory stimuli in the macaque monkey. We had two aims. First, we sought to determine whether MEG, a technique that may have low spatial accuracy, could be used to distinguish the location and organization of sensory cortical fields in macaque monkeys, a species with a relatively small brain compared to that of the human. Second, we wanted to examine the temporal dynamics of cortical responses in the macaque monkey relative to the human. We recorded MEG data from anesthetized monkeys and, for comparison, from awake humans that were presented with simple tactile and auditory stimuli. Neural source reconstruction of MEG data showed that primary somatosensory and auditory cortex could be differentiated and, further, that separate representations of the digit and lip within somatosensory cortex could be identified in macaque monkeys as well as humans. We compared the latencies of activity from monkey and human data for the three stimulation types and proposed a correspondence between the neural responses of the two species. We thus demonstrate the feasibility of using MEG in the macaque monkey and provide a non-human primate model for examining the relationship between external evoked magnetic fields and their underlying neural sources.
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Affiliation(s)
- Johanna M Zumer
- Department of Radiology, University of California, San Francisco, CA, USA
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Zhu Z, Zumer JM, Lowenthal ME, Padberg J, Recanzone GH, Krubitzer LA, Nagarajan SS, Disbrow EA. The relationship between magnetic and electrophysiological responses to complex tactile stimuli. BMC Neurosci 2009; 10:4. [PMID: 19146670 PMCID: PMC2652466 DOI: 10.1186/1471-2202-10-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2008] [Accepted: 01/15/2009] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Magnetoencephalography (MEG) has become an increasingly popular technique for non-invasively characterizing neuromagnetic field changes in the brain at a high temporal resolution. To examine the reliability of the MEG signal, we compared magnetic and electrophysiological responses to complex natural stimuli from the same animals. We examined changes in neuromagnetic fields, local field potentials (LFP) and multi-unit activity (MUA) in macaque monkey primary somatosensory cortex that were induced by varying the rate of mechanical stimulation. Stimuli were applied to the fingertips with three inter-stimulus intervals (ISIs): 0.33s, 1s and 2s. RESULTS Signal intensity was inversely related to the rate of stimulation, but to different degrees for each measurement method. The decrease in response at higher stimulation rates was significantly greater for MUA than LFP and MEG data, while no significant difference was observed between LFP and MEG recordings. Furthermore, response latency was the shortest for MUA and the longest for MEG data. CONCLUSION The MEG signal is an accurate representation of electrophysiological responses to complex natural stimuli. Further, the intensity and latency of the MEG signal were better correlated with the LFP than MUA data suggesting that the MEG signal reflects primarily synaptic currents rather than spiking activity. These differences in latency could be attributed to differences in the extent of spatial summation and/or differential laminar sensitivity.
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Affiliation(s)
- Zhao Zhu
- Biomagnetic Imaging Laboratory, Department of Radiology, University of California San Francisco, San Francisco, CA 94143-0628, USA.
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Zhang T, Okada Y. Recursive artifact windowed-single tone extraction method (RAW-STEM) as periodic noise filter for electrophysiological signals with interfering transients. J Neurosci Methods 2006; 155:308-18. [PMID: 16466806 DOI: 10.1016/j.jneumeth.2005.12.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2005] [Revised: 12/20/2005] [Accepted: 12/22/2005] [Indexed: 11/30/2022]
Abstract
The single tone extraction method (STEM) is a well developed algorithm for estimating the frequency, amplitude, and phase of one periodic signal or a single tone in complex temporal signals. This method is useful in neuroscience research since it provides an efficient simple means to remove line frequency noise present in many types of signal measurements. However, the method encounters problems when the signal contains transients such as a stimulus artifact which distort the estimation of power line parameters. Here we report a modification of STEM that overcomes this limitation. In this new method we call recursive artifact windowed (RAW)-STEM, the line frequency noise is removed for each single epoch by estimating the three parameters (frequency, amplitude and phase) of each line frequency after windowing the time period containing an interfering transient and iteratively applying the STEM. In a simulation study we evaluated its performance for electrophysiological data with a stimulus artifact and demonstrated advantages of the RAW-STEM over the classic STEM. The RAW-STEM is able to efficiently extract the 60 Hz parameter, requiring less than five iterations, with a precision of 0.007-2% depending on the parameters. It does not suffer from the problem of ringing following the stimulus artifact or distortion of electrophysiological signals. It is fast enough to be used for single trial analyses in electrophysiological studies. The RAW-STEM may be widely useful for the removal of periodic noise since it can be applied even when there are multiple interfering transients in the recording.
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Affiliation(s)
- Tongsheng Zhang
- Biomedical Research and Integrative NeuroImaging (BRaIN Imaging) Center, Department of Neurology (MSC10-5620), 1 University of New Mexico School of Medicine, Albuquerque, NM 87131, USA.
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Murakami S, Hirose A, Okada YC. Contribution of ionic currents to magnetoencephalography (MEG) and electroencephalography (EEG) signals generated by guinea-pig CA3 slices. J Physiol 2003; 553:975-85. [PMID: 14528026 PMCID: PMC2343617 DOI: 10.1113/jphysiol.2003.051144] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
A mathematical model was used to analyse the contributions of different types of ionic currents in the pyramidal cells of longitudinal CA3 slices to the magnetic fields and field potentials generated by this preparation. Murakami et al. recently showed that a model based on the work of Traub et al. provides a quantitatively accurate account of the basic features of three types of empirical data (magnetic fields outside the slice, extracellular field potentials within the slice and intracellular potentials within the pyramidal neurons) elicited by stimulations of the soma and apical dendrites. This model was used in the present study to compute the net current dipole moment (Q) due to each of the different voltage- and ligand-gated channels in the cells in the presence of fast GABAA inhibition. These values of Q are proportional to the magnetic field and electrical potential far away from the slice. The intrinsic conductances were found to be more important than the synaptic conductances in determining the shape and magnitude of Q. Among the intrinsic conductances, the sodium (gNa) and delayed-rectifier potassium (gK(DR)) channels were found to produce sharp spikes. The high-threshold calcium channel (gCa) and C-type potassium channel (gK(C)) primarily determined the overall current waveforms. The roles of gCa and gK(C) were independent of small perturbations in these channel densities in the apical and basal dendrites. A combination of gNa, gK(DR), gCa, and gK(C) accounted for most of the evoked responses, except for later slow components, which were primarily due to synaptic channels.
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Affiliation(s)
- Shingo Murakami
- Department of Neurology, University of New Mexico School of Medicine, Albuquerque, NM 87131, USA
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Hamada Y, Suzuki R. Hand posture modulates neuronal interaction in the primary somatosensory cortex of humans. Clin Neurophysiol 2003; 114:1689-96. [PMID: 12948798 DOI: 10.1016/s1388-2457(03)00129-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To investigate the effects of hand posture on the modulation of neuronal interactions in the cortical finger regions of the human somatosensory cortex. METHODS Neuronal magnetic fields, evoked by electrical stimuli to the thumb and/or to the index finger of the right hand, were recorded in different hand postures ('OPEN': opened hand and 'CLOSE': both fingers in opposite position to pick up something) by using a whole head type magnetoencephalography. The equivalent current dipole (ECD) for components in the primary (SI) and secondary somatosensory cortices (SII) was calculated. The interaction ratio (IR) was calculated as a ratio of the vector sum of ECD moments evoked by respective stimulation of each finger to the ECD moment evoked by simultaneous stimulation of both fingers. RESULTS The mean IR of N20m was significantly larger in CLOSE than in OPEN (p=0.033, ANOVA). On the contrary, the IR of P40m was larger in OPEN than in CLOSE (p=0.042). The IR of SII components was not significantly different between the different hand postures (p=0.35). CONCLUSIONS Neuronal interaction between the thumb and index finger in the human SI is modulated by hand posture. Provided that forming hand posture is related to receiving sensory input, the interaction modulation may play a role in the facilitation of somatosensory processing. SIGNIFICANCE Our results suggest experimental evidence for the immediate modulation of neuronal activity in the somatosensory area.
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Affiliation(s)
- Yasukazu Hamada
- Linguistics and Philosophy, Massachusetts Institute of Technology, Cambridge, MA 02139-4307, USA.
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Murakami S, Zhang T, Hirose A, Okada YC. Physiological origins of evoked magnetic fields and extracellular field potentials produced by guinea-pig CA3 hippocampal slices. J Physiol 2002; 544:237-51. [PMID: 12356895 PMCID: PMC2290560 DOI: 10.1113/jphysiol.2002.027094] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
This study examined whether evoked magnetic fields and intra- and extracellular potentials from longitudinal CA3 slices of guinea-pig can be interpreted within a single theoretical framework that incorporates ligand- and voltage-sensitive conductances in the dendrites and soma of the pyramidal cells. The 1991 CA3 mathematical model of R. D. Traub is modified to take into account the asymmetric branching patterns of the apical and basal dendrites of the pyramidal cells. The revised model accounts for the magnitude and waveform of the bi- and triphasic magnetic fields evoked by somatic and apical stimulations, respectively, in the slice in the absence of fast inhibition (blocked by 0.1 mM picrotoxin). The revised model also accounts for selective effects of 4-aminopyridine (4-AP) and tetraethylammonium (TEA), which block the potassium channels of A and C type, respectively, on the slow wave of the magnetic fields. Furthermore, the model correctly predicts the laminar profiles of field potential as well as intracellular potentials in the pyramidal cells produced by two classes of cells - those directly activated and those indirectly (synaptically) activated by the applied external stimulus. The intracellular potentials in this validated model reveal that the spikes and slow waves of the magnetic fields are generated in or near the soma and apical dendrites, respectively. These results demonstrate that a single theoretical framework couched within the modern concepts of cellular physiology provides a unified account of magnetic fields outside the slice, extracellular potentials within the slice and intracellular potentials of the pyramidal cells for CA3.
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Affiliation(s)
- Shingo Murakami
- Department of Neurology, University of New Mexico School of Medicine, Albuquerque 87131 USA
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Sakatani S, Hirose A. A quantitative evaluation of the magnetic field generated by a CA3 pyramidal cell at EPSP and action potential stages. IEEE Trans Biomed Eng 2002; 49:310-9. [PMID: 11942722 DOI: 10.1109/10.991158] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
We evaluate quantitatively which behavioral stage dominantly generates magnetic field adjacent to a CA3 pyramidal cell by using a compartmental model with dendrites and an axon. Generally speaking, there are four stages in the potential behavior, i.e., excitatory and inhibitory postsynaptic potential, firing action potential, bursting action potential, if any, and after hyperpolarization potential stages. Calculated magnetic field also consists of corresponding four stages. We find, first, the dominant origin of the peaks of the magnetic field is counter propagating pulses at the firing and bursting stage at basal and apical dendrites. Second, the amplitude of the magnetic field changes to a great extent by the cancellation timing of the apical- and basal-originating fields depending on the calcium ionic channel spikes. Third, the field generated by the current flowing through the axon is significant enough when the temporal resolution of the measurement system becomes high. The results predict that the magnetic-field waveform measured in physiological experiments represents the dendritic configurations, channel density distributions, and bursting characteristics. These facts enable new investigations of neuronal activities in more detail through the observation of the magnetic-field waveform.
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Affiliation(s)
- Seiichi Sakatani
- Department of Frontier Informatics, Graduate School of Frontier Sciences, The University of Tokyo, Japan.
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Pekkonen E. Mismatch negativity in aging and in Alzheimer's and Parkinson's diseases. Audiol Neurootol 2000; 5:216-24. [PMID: 10859416 DOI: 10.1159/000013883] [Citation(s) in RCA: 112] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Mismatch negativity (MMN) is an auditory event-related potential (ERP) that reflects automatic stimulus discrimination in the human auditory system. By varying the interstimulus intervals (ISIs), the MMN can be used as an index of auditory sensory memory. This paper focuses on MMN findings in aging and in Alzheimer's (AD) and Parkinson's diseases (PD). The accumulated data suggest that MMN to duration deviance, unlike MMN to frequency deviance, is reduced in amplitude in aging at short ISIs. The attenuated MMN to frequency deviance observed at long ISIs in elderly subjects seems to be caused by age-related memory trace decay. Existing results suggest that automatic discrimination for the frequency change is not affected in the early phase of AD, whereas the memory trace seems to decay faster in AD patients. The present findings on PD are not as conclusive, although they tentatively suggest deteriorated automatic change detection. The MMN appears to offer an objective tool for studying auditory processing and memory trace decay in different neurological disorders.
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Affiliation(s)
- E Pekkonen
- Department of Neurology, Helsinki University Central Hospital, Finland.
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Tesche CD, Karhu J. Theta oscillations index human hippocampal activation during a working memory task. Proc Natl Acad Sci U S A 2000; 97:919-24. [PMID: 10639180 PMCID: PMC15431 DOI: 10.1073/pnas.97.2.919] [Citation(s) in RCA: 385] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Working memory (WM) is the ability to retain and associate information over brief time intervals. Functional imaging studies demonstrate that WM is mediated by a distributed network including frontal and posterior cortices, hippocampus, and cerebellum. In rodents, the presentation of stimuli in a WM task is followed by a reset of the phase of hippocampal theta. In this paper we report the observation of a similar phenomenon in normal human subjects. Neuromagnetic responses were recorded during presentation of a set of digits and a subsequent probe of the retained items. All stimuli were presented with a fixed temporal pattern. We observed phase reset of approximately 7 Hz theta in left hippocampus approximately 120 ms after probe stimuli, whereas reset of theta in right hippocampus was visible approximately 80 ms prior to these anticipated stimuli. The duration of stimulus-locked theta increased with memory load, with a limiting value of approximately 600 ms for 5-7 retained items. We suggest that, as in rats, stimulus-locked theta may index involvement of human hippocampal networks in the cognitive processing of sensory input. The anticipatory phase reset of theta indicates involvement of hippocampus in right hemisphere and cerebellar timing networks. Hippocampal structures are essential for orientation to perturbations in the sensory scene, a function that requires use of a context established by a constellation of stimuli. We suggest that the initiation and maintenance of stimulus-locked hippocampal theta observed here may facilitate processing of potentially salient and/or novel input with respect to a context established by the contents of WM.
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Affiliation(s)
- C D Tesche
- Brain Research Unit, Low Temperature Laboratory, Helsinki University of Technology, FIN-02015 HUT, Espoo, Finland.
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Wu J, Okada YC. Roles of calcium- and voltage-sensitive potassium currents in the generation of neuromagnetic signals and field potentials in a CA3 longitudinal slice of the guinea-pig. Clin Neurophysiol 2000; 111:150-60. [PMID: 10656523 DOI: 10.1016/s1388-2457(99)00207-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVES Roles of calcium- and voltage-sensitive potassium currents in generation of neuromagnetic signals and field potentials were evaluated using the longitudinal CA3 slice preparation of the guinea-pig. METHODS Their roles were evaluated by using selective channel blockers (tetraethyl-ammonium (TEA) and 4-aminopyridine (4AP)) and measuring their effects on the two types of signals and intracellular potentials. Fast gamma-aminobutyric acid type A inhibition was blocked with picrotoxin. RESULTS Stimulation of the apical dendrites with an array of extracellular bipolar electrodes produced triphasic evoked magnetic fields with a spike and a slow wave typical of the slices. The evoked potentials in the apical and basal areas of the pyramidal cells closely resembled the magnetic field waveforms. Blockade of the potassium currents with TEA and 4AP had only subtle effects on the initial spike, but dramatically altered the slow wave. They also induced long-lasting spontaneous burst discharges synchronized across the slice. The results could be interpreted in terms of their known pre- and postsynaptic effects. Their post-synaptic effects were confirmed with intracellular recordings. CONCLUSION Our results are consistent with a hypothesis that the calcium- and voltage-sensitive potassium currents, especially the A and C currents, play important roles in shaping the slow wave of the neuromagnetic and field potential signals produced by the mammalian hippocampus.
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Affiliation(s)
- J Wu
- Department of Neurology, University of New Mexico School of Medicine, Albuquerque 87131, USA
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Wu J, Okada YC. Roles of a potassium afterhyperpolarization current in generating neuromagnetic fields and field potentials in longitudinal CA3 slices of the guinea-pig. Clin Neurophysiol 1999; 110:1858-67. [PMID: 10576480 DOI: 10.1016/s1388-2457(99)00138-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVES Roles of a calcium-dependent potassium conductance of slow afterhyperpolarization (AHP) type (gK(AHP)) in generating magnetoencephalographic (MEG) signals were studied in hippocampal longitudinal CA3 slices of the guinea pig. METHODS The roles of gK(AHP) were experimentally inferred from effects of its blocker, carbamylcholine-chloride (carbachol, CCh), on MEG signals. The MEG signals were compared with extracellular field potentials and intracellular potentials of the pyramidal cells in the slice. RESULTS CCh profoundly affected MEG waveforms. CCh reduced the initial spike of the evoked MEG signals independently of stimulation of the cell layer and apical dendrites. The slow wave of the evoked MEG signals was reduced by the somatic stimulation, but was enhanced by the apical stimulation. Elevated extracellular calcium and bath-applied tetraethylammonium (TEA) enhanced the CCh effects. CCh also increased spontaneous MEG signals. These effects on MEG and field potentials could be interpreted on the basis of synaptic and intracellular effects of CCh. CONCLUSIONS Our results indicate that abnormality in this subtle calcium-dependent potassium channel may profoundly influence MEG and EEG signals.
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Affiliation(s)
- J Wu
- Department of Neurology and Neurosciences, University of New Mexico School of Medicine, Albuquerque 87131, USA
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