Changes in the electroencephalogram during anaesthesia and their physiological basis

Size: px
Start display at page:

Download "Changes in the electroencephalogram during anaesthesia and their physiological basis"

Transcription

1 British Journal of Anaesthesia 215, i27 i31 doi: 1.193/bja/aev212 Review Article REVIEW ARTICLE Changes in the electroencephalogram during anaesthesia and their physiological basis S. Hagihira* Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita City, Osaka , Japan * Abstract The use of EEG monitors to assess the level of hypnosis during anaesthesia has become widespread. Anaesthetists, however, do not usually observe the raw EEG data: they generally pay attention only to the Bispectral Index (BIS ) and other indices calculated by EEG monitors. This abstracted information only partially characterizes EEG features. To properly appreciate the availability and reliability of EEG-derived indices, it is necessary to understand how raw EEG changes during anaesthesia. With hemi-frontal lead EEGs obtained under volatile anaesthesia or propofol anaesthesia, the dominant EEG frequency decreases and the amplitude increases with increasing concentrations of anaesthetic. Looking more closely, the EEG changes are more complicated. At surgical concentrations of anaesthesia, spindle waves (alpha range) become dominant. At deeper levels, this activity decreases, and theta and delta waves predominate. At even deeper levels, EEG waveform changes into a burst and suppression pattern, and finally becomes flat. EEG waveforms vary in the presence of noxious stimuli (surgical skin incision), which is not always reflected in BIS, or other processed EEG indices. Spindle waves are adequately sensitive, however, to noxious stimuli: under surgical anaesthesia they disappear when noxious stimuli are applied, and reappear when adequate analgesia is obtained. To prevent awareness during anaesthesia, I speculate that the most effective strategy is to administer anaesthetic agents in such a way as to maintain anaesthesia at a level where spindle waves predominate. Key words: electroencephalogram; reticulate nuclei of thalamus; spindle; thalamus Editor s key points Anaesthetists commonly use processed electroencephalographic data to guide anaesthesia, but the raw EEG can be more informative. The raw EEG changes in a characteristic dose-dependent manner for both volatile and i.v. anaesthetics, probably as a result of enhanced inhibitory effects. Processed EEG indices such as BIS are not as sensitive to noxious stimuli as the raw EEG; use of the raw EEG is a more sensitive way to monitor anaesthesia during surgery. During the past few decades, EEG monitors, such as the BIS monitor (Covidien, Boulder, CO USA), have become widely used. These devices calculate proprietary indices that purportedly show levels of hypnosis as numerical values. Most anaesthetists normally pay attention only to the indices and rarely take interest in the raw EEG. While it is true that EEG indices are convenient to use, they reveal only some aspects of raw EEG. Indeed, raw EEG, presenting richly complete data, initially seem more difficult to interpret. It is easy, however, to observe dramatic changes in the raw EEG as the administered concentration of anaesthetic increases. 1 While raw EEG patterns are anaesthetic-specific, concentration-related changes in EEG waveforms are quite similar This Article is accompanied by Editorial Aev223. Accepted: May 15, 215 The Author 215. Published by Oxford University Press on behalf of the British Journal of Anaesthesia. All rights reserved. For Permissions, please journals.permissions@oup.com on 9 April 218 i27

2 i28 Hagihira among different agents that potentiate gamma-aminobutyric acid type-a (GABA A ) receptors. After just one or two weeks training, it seems likely that most anaesthetists should be able to reliably judge the effects of anaesthetic by observing raw EEG. In fact, Barnard and colleagues 1 have reported that most anaesthetists in their study were able to differentiate EEGs from anaesthetized and conscious states after only a short educational presentation. Furthermore, Bottros and colleagues 2 have reported that anaesthetists, after brief structured education and with access to data from a frontal EEG and relevant clinical data, can make accurate estimates of the processed bispectral index (BIS ). Many factors, such as noxious stimuli, hypercapnoea, hypocapnoea, and hypothermia, also affect changes in raw EEG waveforms. Among these, noxious stimuli are quite important during surgery, so the influence of noxious stimuli on the EEG waveform is discussed. If anaesthetists have knowledge of changes in the raw EEG during anaesthesia, it could help them judge the adequacy of EEG indices and enable them to respond more rapidly and confidently in circumstances where equipment algorithms provide misleading indications. EEG waveforms usually depend on electrode position. Here, I describe EEG changes and their neurophysiological background obtained using from hemi-frontal leadssuchasfp 1 A 1 or FP z At 1, which are commonly used in EEG-based anaesthesia monitors Iso=.3% Iso=.6% Iso=.9% Changes in the raw electroencephalogram during anaesthesia +5 Iso=1.2% Isoflurane, sevoflurane, thiopental, and propofol produce anaesthesia in part by potentiating inhibitory GABA A receptors. 3 Although each of these agents has its own characteristic EEG waveform, these waveforms undergo similar changes as the concentration of administered anaesthetic increases. Figure 1 shows raw EEG waveforms during isoflurane anaesthesia. During light anaesthesia, amplitude is shallow and frequency is high. When a higher concentration is administered, amplitude deepens and EEG frequency slows. During deep anaesthesia, a burst and suppression pattern becomes apparent, characterized by extreme activity, represented by high-frequency, large-amplitude waves (bursts), alternating with flat traces (suppression). This pattern, excluding brain ischaemia or other factors, indicates that anaesthesia is too deep. Beyond this, flat traces become dominant and, eventually waveforms are no longer apparent. During isoflurane, sevoflurane or propofol anaesthesia, this sequence of changes in pattern is almost identical. The major difference in EEG between the volatile agents (isoflurane or sevoflurane) and propofol is apparent in power in the theta range. During propofol anaesthesia, theta power remains low regardless of concentration, but during isofluraneorsevoflurane anaesthesia, it increases at surgical concentrations of anaesthesia. It is well known that alpha oscillation (around 1 Hz) are often observed when a person is awake with eyes closed. Such alpha oscillation is mostly observed in occipital regions. On the other hand, alpha rhythms observed during anaesthesia or natural sleep are mostly observed in the frontal region. This alpha rhythm shift is referred to as anteriorization of the alpha rhythm, and is common during isoflurane, sevoflurane or propofol anaesthesia. 5 Usually, anteriorization of the alpha rhythm predominates when anaesthesia is adequate for surgery, and is not clearly apparent just after loss of responsiveness. For example, Blain-Moraes and colleagues 6 have reported that sevoflurane did not result in consistent anteriorization of the alpha rhythm at around.8%, which was sufficient for loss of consciousness. 5 Iso=1.5% Changes of electroencephalogram-derived parameters during anaesthesia Fig 1 EEG waveform ( s duration) during.3,.6,.9, 1.2, and 1.5% isoflurane anaesthesia in a 55-year-old ovarian tumor patient undergoing resection. To clarify anaesthesia-related changes in EEG, it is necessary to consider how EEG data is analysed and presented by monitoring devices. Several analytic methods have been applied to construct EEG indices or EEG parameters. For example, time domain analysis is used for detection of suppression or calculation of amplitude and to provide burst suppression ratio (BSR) information. Power spectral analysis is the most commonly used tool, and is applied to calculate several parameters including spectral edge frequency (SEF), median frequency (MF), and relative β ratio (RBR). Spectral entropies are also calculated from power spectrum data. Bispectral analysis, the core technology of the BIS monitor, quantifies phase relations between the frequency components of EEG signals, and supplies SynchFastSlow (SFS) information. 7 Bispectral analysis will be discussed later in greater detail. It should be noted that BSR, RBR, and SFS results are used as sub-parameters for BIS calculation. 7 Generally speaking, as isoflurane is administered in greater concentrations, EEG amplitude increases and SEF95 decreases. In other words, the EEG waveform changes from fast wave, small amplitude to slow wave, large amplitude. But this is just a broad view: Figure 2 shows power spectrum changes during isoflurane anaesthesia. At isoflurane.3%, frequency is in the beta on 9 April 218

3 Changes in EEG during anaesthesia i29 (m V 2 ) %.5%.7%.9% 1.1% (Hz) Fig 2 Power spectrum changes during isoflurane anaesthesia in a 3- year-old female patient undergoing resection for colon cancer. Relative b ratio Awake Isoflurane (%) Fig 3 Relative β ratio (RBR) changes during isoflurane anaesthesia. RBR values were calculated from stored data used in a previous report. (Source: ref. 8 ). range and amplitude is comparatively low. When isoflurane is increased, peak frequency moves into the alpha range and amplitude increases. When concentration is further increased, amplitude decreases. In contrast, the power spectrum below Hz increases as isoflurane concentration increased. Thus, power spectrum changes are more complicated than they superficially appear. These more subtle changes might be conveyed by changes in the RBR. According to Rampil, 7 RBR is defined as the logarithm of the power ratios from the 3 7 Hz and 11 2 Hz ranges. RBR is mainly used to calculate BIS values from wakefulness to light anaesthesia, that is, BIS 6 to 1. Figure 3 shows the changes of RBR during isoflurane anaesthesia. Unlike SEF95 values, RBR shows bi-phasic changes, which would be caused by the transient increase of power spectrum in alpha range. Minimal RBR values correspond with maximal alpha activity. As alpha activity is most apparent at surgical concentrations of anaesthesia, I speculated that anaesthetic-concentrationrelated changes in alpha activity might hold the key to assessing anaesthetic effects during surgery. As suggested above, it is possible to estimate alpha activity from the RBR. Bispectral analysis is an advanced signal-processing technique. The concept is briefly outlined as follows. Assuming that a nucleus receives two waves with respective frequencies f 1 and f 2 and phase angles θ 1 and θ 2, a wave with frequency of f 1 +f 2 would be generated. If the phase angles of original waves (θ 1, θ 2 ) are inherited to the phaseangleoftheoutputsignalasθ 1 +θ 2, those signal components are regarded as phase coupled. Such a phenomenon is often observed in nonlinear systems. Bispectral analysis statistically quantifies the degree of phase coupling among the frequency components of a signal. Using a proper method for bispectral analysis of EEG data during anaesthesia, the direct indicator of the degree of phase coupling is bicoherence, the normalized bispectrum parameter. 9 While the bispectrum value is influenced by the magnitude of the original components and by the degree of phase-coupling, bicoherence values indicate only the phase relation. To investigate the relationship between EEG bicoherence and anaesthetic concentration, Bispectrum Analyzer (BSA) software was developed for real time bispectral analysis of EEG data. 9 As bispectrum or bicoherence is determined by two frequencies, plots of the values become three dimensional. The current version of BSA can gather raw EEG data and EEG-derived parameters such as BIS values from a BIS monitor. EEG bicoherence shows high values in rather restricted regions in the bi-frequency space. 9 When isoflurane concentration increases, two gradually growing peaks of EEG bicoherence emerge around the diagonal line representing f 1 =f 2, one at around Hz and another at around 1 Hz. Designating the Hz peak height as pbic low and the 1 Hz peak as pbic high. At.3% isoflurane, both pbics are low. As isoflurane concentration increases, pbic low increases until it reaches a plateau at.9% isoflurane. Meanwhile, pbic high also clearly increases to reach a somewhat lower plateau at isoflurane.9%, whereupon it slightly decreases at isoflurane concentrations of more than 1.1%. Furthermore, the frequency of pbic high gradually slows as isoflurane concentration increases. 8 Physiological basis of the electroencephalogram during anaesthesia Alpha activity observed during the stage II of slow wave sleep (SWS) is called spindle activity, a pattern characterized by waxing and waning of waveforms in the 7 1 Hz range. Alpha activity observed during anaesthesia appears to be generated by the same mechanism as sleep spindles. Spindles are usually observed, but only occasionally, in SWS. During surgical anaesthesia, however, they appear almost continuously. The usefulness of observing spindle activity can be understood if we consider why the two pbics changed as described in the previous section. At 7 1 Hz, the frequency of pbic high corresponds to the frequency of spindle patterns; the frequency of pbic low corresponds to delta waves. Using EEG combined with simultaneous intracellular recordings, Steriade and colleagues extensively investigated the drivers of these two EEG waves. They concluded that pacemaking for spindle patterns originated in reticulate nuclei (RE) of thalamus and thalamo-cortico-thalamic circuits, that the rhythm of delta waves was the intrinsic rhythm of thalamocortical neurons, and that these EEG rhythms were determined by the membrane potential of thalamocortical relay (TC) neurones. Nuñez and colleagues 12 reported that the EEG rhythm transits to a spindle pattern when the TC membrane potential was in the range of 55 mv to 65 mv, subsequently changing to delta waveforms when the membrane potential decreases below 65 mv. Figure schematically presents these neuronal circuits. RE of thalamus have GABAergic inhibitory input to TC neurones. Thus anaesthetic agents might concentration- on 9 April 218

4 i3 Hagihira dependently hyperpolarize the membrane potential of TC neurones, decreasing the frequency of pbic-high. The changing power spectrum pattern in Figure 2 also seems to reflect a transient increase in spindle activity and concentration-related changes in delta activity. Influence of noxious stimuli on the EEG So far, only the effects on the EEG of varying anaesthetic concentrations have been discussed. EEG is also influenced, however, by noxious stimuli. Changes in EEG bicoherence and BIS or other EEG-derived parameters have been reported in 12 subjects at incision and at 5 min after administration of 3 µg kg 1 of fentanyl during administration of 1.% isoflurane. 13 After initial skin incision (noxious stimulus), the EEG frequency increased and the amplitude decreased. In other words, the EEG pattern was desynchronized. This pattern was different, however, to those obtained with isoflurane at lower concentrations. Furthermore, in some patients (%) Pyramidal neuron Basal ganglia RE neuron GABA PPT/LDT TC neuron GABA Excitatory synapse Inhibitory synapse Fig Scheme of neuronal circuits related to spindle generation GABA, gamma-amino butyric acid;, acetylcholine;, glutamate; PPT/LDT, pedunculopontine tegmental/laterodorsal tegmental nuclei. (Source: compiled from refs ). 1.% isoflurane the EEG pattern changed to show a predominance of large delta waves, so called paradoxical arousal 1 marked by dips in BIS or SEF or other EEG index values. Kochs and colleagues 15 have reported that noxious stimuli promptly decreased alpha activity in 53% and increased delta activity in % of instances during 1.2% isoflurane with 66% nitrous oxide. Such EEG power spectrum changes seem to caused BIS or SEF values to decrease. The situation is further complicated in that the EEG involved a mixed pattern of these two patterns in some patients. Currently, there is little information about what situations give rise to paradoxical arousal. Using an anaesthetized cat model, Kaada and colleagues 16 have reported on the effect on EEG of highfrequency electrical stimulation to the midbrain reticular formation. Their results suggest that EEG changes depend on both on the concentration of anaesthetic and the intensity of stimulus, even when stimulation was intensified at the same neurone. When noxious stimulation is applied, BIS shows variable changes: in some patients, the BIS value increases after incision; in others, it decreases; and in others, BIS remains unchanged. Interestingly, when BIS changed, administration of fentanyl restored BIS values to those before incision in a sample of 12 subjects. 13 SEF95 values show a tendency to change in the same way as BIS values. These results indicate that it is imprudent to assess analgesia using BIS or SEF95 values. Going further, it is first necessary to ensure adequate analgesia before assessing the level of hypnosis using BIS or SEF95 values. Changes in EEG after noxious stimuli during sevoflurane anaesthesia have also been investigated and the results were quite similar to those obtained during isoflurane anaesthesia. 13 Furthermore, similarities are also apparent during propofol anaesthesia (data not published). On the other hand, pbic-high decreased after incision and, in all patients, rose to previous values after administration of fentanyl (Fig. 5). Meanwhile, spindle activity disappeared after incision and, in all patients, re-appeared after fentanyl administration. This correspondence indicates that pbic-high is likely to be a good indicator of adequate analgesia. As pbic-high seems to indicate spindle activity, spindle patterns observed in raw EEG or in the power spectrum might also provide a basis for assessing adequacy of analgesia. This hypothesis warrants further study. During more than 15 years of clinical practice, I have observed the raw EEG during anaesthesia in more than 1 surgeries, and I have managed many patients using pbic-high as an indicator of adequacy of analgesia. A limitation of my strategy is interindividual variation in the raw EEG during anaesthesia. Some patients do not manifest high spindle activity at any level of anaesthesia. Generally speaking, this absence is more frequent in elderly patients but, even so, some patients aged more than 8 or 85 still show predominant spindle activity. At the same time, some younger patients, even in the 3 to year range, do not show predominant spindle activity. The variation cannot be solely attributed to aging. What we can conclude is that absence of spindle activity does not necessarily indicate insufficient analgesia. On the other hand, after assessing spindle activity after induction of anaesthesia and immediately before the start of surgery, a shift to predominant spindle activity is likely to be a good indicator that analgesia is adequate during surgery. Control After incision After fentanyl Fig 5 Effect of surgical incision (noxious stimuli) on pbic-high in 12 patients during isoflurane anaesthesia (Source: Plotter data from ref. 13 ). Conclusion Although the raw EEG varies widely from individual to individual, the way the EEG patterns change when differing concentrations of anaesthetic are administered is quite similar among patients. While it is easier to refer to EEG indices, they might not adequately on 9 April 218

5 Changes in EEG during anaesthesia i31 convey the information necessary to control anaesthesia. In particular, adequate analgesia is required before the indices can be used as indicators of level of hypnosis. As it is relatively easy to interpret raw EEG changes during anaesthesia, all anaesthetists should acquire the ability to interpret raw EEG. Author s contribution S.H. is the sole author of this paper, accountable for accuracy and integrity of the paper. Declaration of interest None declared. Funding This study was funded by the Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan. References 1. Barnard JP, Bennett C, Voss LJ, Sleigh JW. Can anaesthetists be taught to interpret the effects of general anaesthesia on the electroencephalogram? Comparison of performance with the BIS and spectral entropy. Br J Anaesth 27; 99: Bottros MM, Palanca BJA, Mashour GA, et al. Estimation of the Bispectral Index by anesthesiologists. An inverse turing test. Anesthesiology 211; 11: Hemmings HC Jr, Akabas MH, Goldstein PA, Trudell JR, Orser BA, Harrison NL. Emerging molecular mechanisms of general anesthetic action. Trends Pharmacol Sci 25; 26: Hall JE, Guyton AC. Textbook of Medical Physiology, 12th Edn. Philadelphia: Saunders Elsevier, Akeju O, Westover B, Pavone KJ, et al. Effects of sevoflurane and propofol on frontal electroencephalogram power and coherence. Anesthesiology 21; 121: Blain-Moares S, Tarnal V, Vanini G, et al. Neurophysiological correlates of sevoflurane-induced unconsciousness. Anesthesiology 215; 122: Rampil IJ. A primer for EEG signal processing in anesthesia. Anesthesiology 1998; 89: Hagihira S, Takashina M, Mori T, Mashimo T, Yoshiya I. Changes of electroencephalographic bicoherence during isoflurane anesthesia combined with epidural anesthesia. Anesthesiology 22; 97: Hagihira S, Takashina M, Mori T, Mashimo T, Yoshiya I. Practical issues in bispectral analysis of electroencephalographic signals. Anesth Analg 21; 93: Steriade M, Nuñez A, Amzica F. Intracellular analysis of relations between the slow (<1 Hz) neocortical oscillation and other sleep rhythms of the electroencephalogram. J Neurosci 1993; 13: Steriade M, Contreras D, Dossi RC, Nuñez A. The slow (<1 Hz) oscillation in reticular thalamic and thalamocortical neurons: Scenario of sleep rhythm generation in interacting thalamic and neocortical networks. J Neurosci 1993; 13: Nuñez A, Dossi CC, Contreras D, Steriade M. Intracellular evidence for incompatibility between spindle and delta oscillations in thalamocortical neurons of cat. Neuroscience 1992; 8: Hagihira S, Takashina M, Mori T, Ueyama H, Mashimo T. Electroencephalographic bicoherence is sensitive to noxious stimuli during isoflurane or sevoflurane anesthesia. Anesthesiology 2; 1: Bischoff P, Kochs E, Droese D, Meyer-Moldenhauer WH, Schulte am Esch J. Topographic-quantitative EEG-analysis of the paradoxical arousal reaction. EEG changes during urologic surgery using isoflurane/n2o anesthesia. Anaesthesist 1993; 2: Kochs E, Bischoff P, Pichlmeier U, Schulte am Esch J. Surgical stimulation induces changes in brain electrical activity during isoflurane/nitrous oxide anesthesia. a topographic electroencephalographic analysis. Anesthesiology 199; 8: Kaada BR, Thomas F, Alnaes E, Wester K. EEG synchronization induced by high frequency midbrain reticular stimulation in anesthetized cats. Electroenceph Clin Neurophysiol 1967; 22: 22 3 Handling editor: H. C. Hemmings on 9 April 218

Basic Mechanism for Generation of Brain Rhythms

Basic Mechanism for Generation of Brain Rhythms 203 Continuing Medical Education Basic Mechanism for Generation of Brain Rhythms Wei-Hung Chen Abstract- Study of the basic mechanism of brain rhythms adds to our understanding of the underlying processes

More information

Clinical Electroencephalography for Anesthesiologists

Clinical Electroencephalography for Anesthesiologists Review Article David S. Warner, M.D., Editor Clinical Electroencephalography for Anesthesiologists Part I: Background and Basic Signatures Patrick L. Purdon, Ph.D., Aaron Sampson, B.S., Kara J. Pavone,

More information

BIS Monitoring. ASSESSMENT OF DEPTH OF ANAESTHESIA. Why measure depth of anaesthesia? or how to avoid. awareness in one easy lesson

BIS Monitoring.   ASSESSMENT OF DEPTH OF ANAESTHESIA. Why measure depth of anaesthesia? or how to avoid. awareness in one easy lesson BIS Monitoring or how to avoid www.eurosiva.org awareness in one easy lesson ASSESSMENT MONITORING ANAESTHETIC DEPTH OF DEPTH OF ANAESTHESIA Why measure depth of anaesthesia? How do the various EEG monitors

More information

Clinical Electroencephalography for Anesthesiologists

Clinical Electroencephalography for Anesthesiologists Clinical Electroencephalography for Anesthesiologists The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation As Published Publisher

More information

Sleep stages. Awake Stage 1 Stage 2 Stage 3 Stage 4 Rapid eye movement sleep (REM) Slow wave sleep (NREM)

Sleep stages. Awake Stage 1 Stage 2 Stage 3 Stage 4 Rapid eye movement sleep (REM) Slow wave sleep (NREM) Sleep stages Awake Stage 1 Stage 2 Stage 3 Stage 4 Rapid eye movement sleep (REM) Slow wave sleep (NREM) EEG waves EEG Electrode Placement Classifying EEG brain waves Frequency: the number of oscillations/waves

More information

Neuroscience of Consciousness I

Neuroscience of Consciousness I 1 C83MAB: Mind and Brain Neuroscience of Consciousness I Tobias Bast, School of Psychology, University of Nottingham 2 What is consciousness? 3 Consciousness State of consciousness - Being awake/alert/attentive/responsive

More information

Effects of Inhibitory Synaptic Current Parameters on Thalamocortical Oscillations

Effects of Inhibitory Synaptic Current Parameters on Thalamocortical Oscillations Effects of Inhibitory Synaptic Current Parameters on Thalamocortical Oscillations 1 2 3 4 5 Scott Cole Richard Gao Neurosciences Graduate Program Department of Cognitive Science University of California,

More information

EEG Sleep Circadian rhythms Learning Objectives: 121, 122

EEG Sleep Circadian rhythms Learning Objectives: 121, 122 EEG Sleep Circadian rhythms Learning Objectives: 121, 122 Zoltán Lelkes Electroencenphalography Hans Berger pen time amplifier electrodes 1 The waves of the EEG gamma > 30 Hz beta: 13-30 Hz Mental activity:

More information

Introduction to EEG del Campo. Introduction to EEG. J.C. Martin del Campo, MD, FRCP University Health Network Toronto, Canada

Introduction to EEG del Campo. Introduction to EEG. J.C. Martin del Campo, MD, FRCP University Health Network Toronto, Canada Introduction to EEG J.C. Martin, MD, FRCP University Health Network Toronto, Canada What is EEG? A graphic representation of the difference in voltage between two different cerebral locations plotted over

More information

Increased electroencephalographic gamma activity reveals awakening from isoflurane anaesthesia in rats

Increased electroencephalographic gamma activity reveals awakening from isoflurane anaesthesia in rats British Journal of Anaesthesia 9 (): 78 9 () Advance Access publication 9 August. doi:.9/bja/aes6 Increased electroencephalographic gamma activity reveals awakening from isoflurane anaesthesia in rats

More information

Supplementary Appendix

Supplementary Appendix Supplementary Appendix This appendix has been provided by the authors to give readers additional information about their work. Supplement to: Brown EN, Lydic R, Schiff ND, et al. General anesthesia, sleep,

More information

EEG Electrode Placement

EEG Electrode Placement EEG Electrode Placement Classifying EEG brain waves Frequency: the number of oscillations/waves per second, measured in Hertz (Hz) reflects the firing rate of neurons alpha, beta, theta, delta Amplitude:

More information

Increasing isoflurane concentration may cause paradoxical increases in the EEG bispectral index in surgical patients

Increasing isoflurane concentration may cause paradoxical increases in the EEG bispectral index in surgical patients British Journal of Anaesthesia 84 (1): 33 7 (2000) Increasing isoflurane concentration may cause paradoxical increases in the EEG bispectral index in surgical patients O. Detsch, G. Schneider, E. Kochs*,

More information

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR In Physiology Today What the Brain Does The nervous system determines states of consciousness and produces complex behaviors Any given neuron may

More information

GABAA circuit mechanisms are associated with ether anesthesia-induced unconsciousness

GABAA circuit mechanisms are associated with ether anesthesia-induced unconsciousness GABAA circuit mechanisms are associated with ether anesthesia-induced unconsciousness The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters.

More information

General Anesthesia: A Case Study in Combining Neuroscience, Statistics and Modeling

General Anesthesia: A Case Study in Combining Neuroscience, Statistics and Modeling STATISTICAL AND APPLIED MATHEMATICAL SCIENCES INSTITUTE CHALLENGES IN COMPUTATIONAL NEUROSCIENCE WORKSHOP DURHAM, NC General Anesthesia: A Case Study in Combining Neuroscience, Statistics and Modeling

More information

Normal EEG of wakeful resting adults of years of age. Alpha rhythm. Alpha rhythm. Alpha rhythm. Normal EEG of the wakeful adult at rest

Normal EEG of wakeful resting adults of years of age. Alpha rhythm. Alpha rhythm. Alpha rhythm. Normal EEG of the wakeful adult at rest Normal EEG of wakeful resting adults of 20-60 years of age Suthida Yenjun, M.D. Normal EEG of the wakeful adult at rest Alpha rhythm Beta rhythm Mu rhythm Vertex sharp transients Intermittent posterior

More information

STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM

STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM STRUCTURAL ORGANIZATION OF THE NERVOUS SYSTEM STRUCTURAL ORGANIZATION OF THE BRAIN The central nervous system (CNS), consisting of the brain and spinal cord, receives input from sensory neurons and directs

More information

Embryological origin of thalamus

Embryological origin of thalamus diencephalon Embryological origin of thalamus The diencephalon gives rise to the: Thalamus Epithalamus (pineal gland, habenula, paraventricular n.) Hypothalamus Subthalamus (Subthalamic nuclei) The Thalamus:

More information

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR

Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR Physiology Unit 2 CONSCIOUSNESS, THE BRAIN AND BEHAVIOR What the Brain Does The nervous system determines states of consciousness and produces complex behaviors Any given neuron may have as many as 200,000

More information

Spectral Analysis of EEG Patterns in Normal Adults

Spectral Analysis of EEG Patterns in Normal Adults Spectral Analysis of EEG Patterns in Normal Adults Kyoung Gyu Choi, M.D., Ph.D. Department of Neurology, Ewha Medical Research Center, Ewha Womans University Medical College, Background: Recently, the

More information

states of brain activity sleep, brain waves DR. S. GOLABI PH.D. IN MEDICAL PHYSIOLOGY

states of brain activity sleep, brain waves DR. S. GOLABI PH.D. IN MEDICAL PHYSIOLOGY states of brain activity sleep, brain waves DR. S. GOLABI PH.D. IN MEDICAL PHYSIOLOGY introduction all of us are aware of the many different states of brain activity, including sleep, wakefulness, extreme

More information

Sleep-Wake Cycle I Brain Rhythms. Reading: BCP Chapter 19

Sleep-Wake Cycle I Brain Rhythms. Reading: BCP Chapter 19 Sleep-Wake Cycle I Brain Rhythms Reading: BCP Chapter 19 Brain Rhythms and Sleep Earth has a rhythmic environment. For example, day and night cycle back and forth, tides ebb and flow and temperature varies

More information

Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves

Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves SICE Annual Conference 27 Sept. 17-2, 27, Kagawa University, Japan Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves Seiji Nishifuji 1, Kentaro Fujisaki 1 and Shogo Tanaka 1 1

More information

Beyond the Basics in EEG Interpretation: Throughout the Life Stages

Beyond the Basics in EEG Interpretation: Throughout the Life Stages Beyond the Basics in EEG Interpretation: Throughout the Life Stages Steve S. Chung, MD, FAAN Chairman, Neuroscience Institute Director, Epilepsy Program Banner University Medical Center University of Arizona

More information

Functional reorganization in thalamocortical networks: Transition between spindling and delta sleep rhythms

Functional reorganization in thalamocortical networks: Transition between spindling and delta sleep rhythms Proc. Natl. Acad. Sci. USA Vol. 93, pp. 15417 15422, December 1996 Neurobiology Functional reorganization in thalamocortical networks: Transition between spindling and delta sleep rhythms D. TERMAN*, A.BOSE*,

More information

EEG and some applications (seizures and sleep)

EEG and some applications (seizures and sleep) EEG and some applications (seizures and sleep) EEG: stands for electroencephalography and is a graphed representation of the electrical activity of the brain. EEG is the recording of electrical activity

More information

A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current

A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current A Biophysical Model of Cortical Up and Down States: Excitatory-Inhibitory Balance and H-Current Zaneta Navratilova and Jean-Marc Fellous ARL Division of Neural Systems, Memory and Aging University of Arizona,

More information

Subhairline EEG Part II - Encephalopathy

Subhairline EEG Part II - Encephalopathy Subhairline EEG Part II - Encephalopathy Teneille Gofton September 2013 Objectives To review the subhairline EEG changes seen with encephalopathy To discuss specific EEG findings in encephalopathy To outline

More information

Evoked EEG patterns during burst suppression with propofol

Evoked EEG patterns during burst suppression with propofol British Journal of Anaesthesia 92 (1): 18±24 (2004) DOI: 10.1093/bja/aeh022 Evoked EEG patterns during burst suppression with propofol A.-M. Huotari 1 *, M. Koskinen 3, K. Suominen 2, S. Alahuhta 1, R.

More information

Nature Neuroscience: doi: /nn Supplementary Figure 1. Large-scale calcium imaging in vivo.

Nature Neuroscience: doi: /nn Supplementary Figure 1. Large-scale calcium imaging in vivo. Supplementary Figure 1 Large-scale calcium imaging in vivo. (a) Schematic illustration of the in vivo camera imaging set-up for large-scale calcium imaging. (b) High-magnification two-photon image from

More information

Reciprocal inhibition controls the oscillatory state in thalamic networks

Reciprocal inhibition controls the oscillatory state in thalamic networks Neurocomputing 44 46 (2002) 653 659 www.elsevier.com/locate/neucom Reciprocal inhibition controls the oscillatory state in thalamic networks Vikaas S. Sohal, John R. Huguenard Department of Neurology and

More information

Basic Science of Representative Normal Human EEG Potentials

Basic Science of Representative Normal Human EEG Potentials Basic Science of Representative Normal Human EEG Potentials Seyed M Mirsattari, MD, PhD, FRCPC Departments of Clinical Neurological Sciences, Medical Biophysics, Diagnostic Imaging, Psychology University

More information

Supplemental Digital Content 1: Supplemental Results

Supplemental Digital Content 1: Supplemental Results Supplemental Digital Content 1: Supplemental Results Fig. 1 presents the normalized symbolic transfer entropy (NSTE) matrix of eight electroencephalographic channels and significant changes of connectivity

More information

Bursting dynamics in the brain. Jaeseung Jeong, Department of Biosystems, KAIST

Bursting dynamics in the brain. Jaeseung Jeong, Department of Biosystems, KAIST Bursting dynamics in the brain Jaeseung Jeong, Department of Biosystems, KAIST Tonic and phasic activity A neuron is said to exhibit a tonic activity when it fires a series of single action potentials

More information

Non epileptiform abnormality J U LY 2 7,

Non epileptiform abnormality J U LY 2 7, Non epileptiform abnormality S U D A J I R A S A K U L D E J, M D. C H U L A L O N G KO R N C O M P R E H E N S I V E E P I L E P S Y C E N T E R J U LY 2 7, 2 0 1 6 Outline Slow pattern Focal slowing

More information

THE ACTIVITY RECORDED IN THE EEG

THE ACTIVITY RECORDED IN THE EEG Version 4. A Monthly Publication presented by Professor Yasser Metwally April 2008 THE ACTIVITY RECORDED IN THE EEG here is now considerable evidence from studies in experimental animals to suggest that

More information

Table 1. Relevant Publications by Company Investigators and Colleagues

Table 1. Relevant Publications by Company Investigators and Colleagues Table 1. Relevant Publications by Company Investigators and Colleagues Study Objective Results Conclusions To determine Mean peak count frequency before whether OMT can administration of propofol determine

More information

The Role of Mitral Cells in State Dependent Olfactory Responses. Trygve Bakken & Gunnar Poplawski

The Role of Mitral Cells in State Dependent Olfactory Responses. Trygve Bakken & Gunnar Poplawski The Role of Mitral Cells in State Dependent Olfactory Responses Trygve akken & Gunnar Poplawski GGN 260 Neurodynamics Winter 2008 bstract Many behavioral studies have shown a reduced responsiveness to

More information

Outline 3/5/2013. Practice Question. Practice question. PSYC 120 General Psychology. Spring 2013 Lecture 11: States of consciousness

Outline 3/5/2013. Practice Question. Practice question. PSYC 120 General Psychology. Spring 2013 Lecture 11: States of consciousness Outline 3/5/2013 PSYC 120 General Psychology Spring 2013 Lecture 11: States of consciousness The Nature of Consciousness Sleep and Dreams Psychoactive Drugs Hypnosis Meditation Dr. Bart Moore bamoore@napavalley.edu

More information

Objectives. brain pacemaker circuits role of inhibition

Objectives. brain pacemaker circuits role of inhibition Brain Rhythms Michael O. Poulter, Ph.D. Professor, Molecular Brain Research Group Robarts Research Institute Depts of Physiology & Pharmacology, Clinical Neurological Sciences Schulich School of Medicine

More information

SLEEP AND AROUSAL: Thalamocortical Mechanisms

SLEEP AND AROUSAL: Thalamocortical Mechanisms Annu. Rev. Neurosci. 1997. 20:185 215 Copyright c 1997 by Annual Reviews Inc. All rights reserved SLEEP AND AROUSAL: Thalamocortical Mechanisms David A. McCormick and Thierry Bal 1 Section of Neurobiology,

More information

Age-related requisite concentration of sevoflurane for adequate sedation with combined epidural-general anesthesia

Age-related requisite concentration of sevoflurane for adequate sedation with combined epidural-general anesthesia Clinical Research Article Korean J Anesthesiol 203 June 64(6): 489-493 http://dx.doi.org/0.4097/kjae.203.64.6.489 Age-related requisite concentration of sevoflurane for adequate sedation with combined

More information

Lecture 8. Arousal & Sleep. Cogs17 * UCSD

Lecture 8. Arousal & Sleep. Cogs17 * UCSD Lecture 8 Arousal & Sleep Cogs17 * UCSD Arousal in the Brain Stimulated by sensory input Initiated, maintained endogenously Basal Forebrain Delivers ACh throughout cortex Arousal in the Brain Lateral Hypothalamus

More information

May 2006 Page 1 / 5 Danmeter A/S

May 2006 Page 1 / 5 Danmeter A/S May 2006 Page 1 / 5 Danmeter A/S The CSM story Introduction The Danmeter level of consciousness (LOC) technology was commercially introduced in 2000 a after research, development and clinical validation

More information

Oscillations: From Neuron to MEG

Oscillations: From Neuron to MEG Oscillations: From Neuron to MEG Educational Symposium, MEG UK 2014, Nottingham, Jan 8th 2014 Krish Singh CUBRIC, School of Psychology Cardiff University What are we trying to achieve? Bridge the gap from

More information

Chapter 5. Variations in Consciousness 8 th Edition

Chapter 5. Variations in Consciousness 8 th Edition Chapter 5 Variations in Consciousness 8 th Edition Consciousness: Personal Awareness Awareness of Internal and External Stimuli Levels of awareness James stream of consciousness Freud unconscious Sleep/dreaming

More information

Mechanisms of general anaesthesia. Nick Franks FRCA, FMedSci, FRS Imperial College London

Mechanisms of general anaesthesia. Nick Franks FRCA, FMedSci, FRS Imperial College London Mechanisms of general anaesthesia Nick Franks FRCA, FMedSci, FRS Imperial College London Etomidate Thiopental Propofol Halothane Isoflurane Sevoflurane Xenon Nitrous oxide Franks and Lieb Nature 367 607

More information

Model of Thalamocortical Slow-Wave Sleep Oscillations and Transitions to Activated States

Model of Thalamocortical Slow-Wave Sleep Oscillations and Transitions to Activated States The Journal of Neuroscience, October 1, 2002, 22(19):8691 8704 Model of Thalamocortical Slow-Wave Sleep Oscillations and Transitions to Activated States Maxim Bazhenov, 1 Igor Timofeev, 2 Mircea Steriade,

More information

Disclosures. Set up audience participation. Test question. Outline. Neuromonitoring What and When? IP for monitoring technology licensed to Medtronic

Disclosures. Set up audience participation. Test question. Outline. Neuromonitoring What and When? IP for monitoring technology licensed to Medtronic Neuromonitoring What and When? Disclosures IP for monitoring technology licensed to Medtronic Ken Brady, MD Pediatrics, Anesthesia, Critical Care Texas Children s Hospital Baylor College of Medicine Set

More information

Correlation Dimension versus Fractal Exponent During Sleep Onset

Correlation Dimension versus Fractal Exponent During Sleep Onset Correlation Dimension versus Fractal Exponent During Sleep Onset K. Šušmáková Institute of Measurement Science, Slovak Academy of Sciences Dúbravská cesta 9, 84 19 Bratislava, Slovak Republic E-mail: umersusm@savba.sk

More information

Awareness: Where do we stand?

Awareness: Where do we stand? 1 Awareness: Where do we stand? Peter J. Davis, M.D. Professor of Anesthesiology and Pediatrics University of Pittsburgh School of Medicine Anesthesiologist-in-Chief Children s Hospital of Pittsburgh 2

More information

CONTROL OF MOVEMENT BY THE BRAIN A. PRIMARY MOTOR CORTEX:

CONTROL OF MOVEMENT BY THE BRAIN A. PRIMARY MOTOR CORTEX: CONTROL OF MOVEMENT BY THE BRAIN A. PRIMARY MOTOR CORTEX: - responsible for - like somatosensory cortex, primary motor cortex show (motor homunculus) - amount of cortex devoted to different parts of body

More information

from sleep to attention lecture 4 April 9, 2012 control of sleep/wake state production II

from sleep to attention lecture 4 April 9, 2012 control of sleep/wake state production II from sleep to attention lecture 4 April 9, 2012 control of sleep/wake state production II "From the moment of my birth, the angels of anxiety, worry, and death stood at my side, followed me out when I

More information

Electroencephalography & Neurofeedback

Electroencephalography & Neurofeedback Electroencephalography & Neurofeedback A Brief Introduction to the Science of Brainwaves Glyn Blackett YORK biofeedback CENTRE Introduction This article is a brief introduction to electroencephalography

More information

A. PRIMARY MOTOR CORTEX: - responsible for - like somatosensory cortex, primary motor cortex show (motor homunculus) - amount of cortex devoted to

A. PRIMARY MOTOR CORTEX: - responsible for - like somatosensory cortex, primary motor cortex show (motor homunculus) - amount of cortex devoted to CONTROL OF MOVEMENT BY THE BRAIN A. PRIMARY MOTOR CORTEX: - responsible for - like somatosensory cortex, primary motor cortex show (motor homunculus) - amount of cortex devoted to different parts of body

More information

in Motion analysis TRAMA Project September th 2007

in Motion analysis TRAMA Project September th 2007 First Course Basics in Motion analysis TRAMA Project September 10-12 th 2007 Prof. Guy CHERON Laboratory of Neurophysiology and Movement Biomechanics Université Libre de Bruxelles, Belgium Objectives Neurophysiology

More information

EEG in Medical Practice

EEG in Medical Practice EEG in Medical Practice Dr. Md. Mahmudur Rahman Siddiqui MBBS, FCPS, FACP, FCCP Associate Professor, Dept. of Medicine Anwer Khan Modern Medical College What is the EEG? The brain normally produces tiny

More information

EEG Arousals: Scoring Rules and Examples. A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association

EEG Arousals: Scoring Rules and Examples. A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association EEG Arousals: Scoring Rules and Examples A Preliminary Report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association Sleep in patients with a number of sleep disorders and

More information

Electroencephalogram (EEG) Hsiao-Lung Chan Dept Electrical Engineering Chang Gung University

Electroencephalogram (EEG) Hsiao-Lung Chan Dept Electrical Engineering Chang Gung University Electroencephalogram (EEG) Hsiao-Lung Chan Dept Electrical Engineering Chang Gung University chanhl@mail.cgu.edu.tw Cerebral function examination Electroencephalography (EEG) Near infrared ray spectroscopy

More information

Sleep Patterns in Intensive Care Unit Patients: A Study Using the Bispectral Index

Sleep Patterns in Intensive Care Unit Patients: A Study Using the Bispectral Index Sleep Patterns in Intensive Care Unit Patients: A Study Using the Bispectral Index T. NICHOLSON, J. PATEL, J. W. SLEIGH Intensive Care Unit, Waikato Hospital, Hamilton, NEW ZEALAND ABSTRACT Objective:

More information

13 Electroencephalography

13 Electroencephalography 13 Electroencephalography 13.1 INTRODUCTION The first recording of the electric field of the human brain was made by the German psychiatrist Hans Berger in 1924 in Jena. He gave this recording the name

More information

EEG workshop. Epileptiform abnormalities. Definitions. Dr. Suthida Yenjun

EEG workshop. Epileptiform abnormalities. Definitions. Dr. Suthida Yenjun EEG workshop Epileptiform abnormalities Paroxysmal EEG activities ( focal or generalized) are often termed epileptiform activities EEG hallmark of epilepsy Dr. Suthida Yenjun Epileptiform abnormalities

More information

Thalamo-Cortical Relationships Ultrastructure of Thalamic Synaptic Glomerulus

Thalamo-Cortical Relationships Ultrastructure of Thalamic Synaptic Glomerulus Central Visual Pathways V1/2 NEUR 3001 dvanced Visual Neuroscience The Lateral Geniculate Nucleus () is more than a relay station LP SC Professor Tom Salt UCL Institute of Ophthalmology Retina t.salt@ucl.ac.uk

More information

CHAPTER 6 INTERFERENCE CANCELLATION IN EEG SIGNAL

CHAPTER 6 INTERFERENCE CANCELLATION IN EEG SIGNAL 116 CHAPTER 6 INTERFERENCE CANCELLATION IN EEG SIGNAL 6.1 INTRODUCTION Electrical impulses generated by nerve firings in the brain pass through the head and represent the electroencephalogram (EEG). Electrical

More information

Sleep, Dreaming and Circadian Rhythms

Sleep, Dreaming and Circadian Rhythms Sleep, Dreaming and Circadian Rhythms People typically sleep about 8 hours per day, and spend 16 hours awake. Most people sleep over 175,000 hours in their lifetime. The vast amount of time spent sleeping

More information

The AASM Manual for the Scoring of Sleep and Associated Events

The AASM Manual for the Scoring of Sleep and Associated Events The AASM Manual for the Scoring of Sleep and Associated Events Summary of Updates in Version 2.1 July 1, 2014 The American Academy of Sleep Medicine (AASM) is committed to ensuring that The AASM Manual

More information

Separation Of,, & Activities In EEG To Measure The Depth Of Sleep And Mental Status

Separation Of,, & Activities In EEG To Measure The Depth Of Sleep And Mental Status Separation Of,, & Activities In EEG To Measure The Depth Of Sleep And Mental Status Shah Aqueel Ahmed 1, Syed Abdul Sattar 2, D. Elizabath Rani 3 1. Royal Institute Of Technology And Science, R. R. Dist.,

More information

Normal brain rhythms and the transition to epileptic activity

Normal brain rhythms and the transition to epileptic activity School on Modelling, Automation and Control of Physiological variables at the Faculty of Science, University of Porto 2-3 May, 2007 Topics on Biomedical Systems Modelling: transition to epileptic activity

More information

Synaptic excitation of principal cells in the cat's lateral geniculate nucleus during focal epileptic seizures in the visual cortex

Synaptic excitation of principal cells in the cat's lateral geniculate nucleus during focal epileptic seizures in the visual cortex Synaptic excitation of principal cells in the cat's lateral geniculate nucleus during focal epileptic seizures in the visual cortex Andrzej wr6be11, Anders ~ edstr~m~ and Sivert ~indstrsm~ 'Department

More information

Bispectral analysis of electroencephalogram signals during recovery from coma: Preliminary findings

Bispectral analysis of electroencephalogram signals during recovery from coma: Preliminary findings NEUROPSYCHOLOGICAL REHABILITATION, 2005, 15 (3/4), 381 388 Bispectral analysis of electroencephalogram signals during recovery from coma: Preliminary findings Caroline Schnakers, Steve Majerus and Steven

More information

The EEG Analysis of Auditory Emotional Stimuli Perception in TBI Patients with Different SCG Score

The EEG Analysis of Auditory Emotional Stimuli Perception in TBI Patients with Different SCG Score Open Journal of Modern Neurosurgery, 2014, 4, 81-96 Published Online April 2014 in SciRes. http://www.scirp.org/journal/ojmn http://dx.doi.org/10.4236/ojmn.2014.42017 The EEG Analysis of Auditory Emotional

More information

Anesthesia depth: EEG or non-eeg derived or both?

Anesthesia depth: EEG or non-eeg derived or both? Anesthesia depth: EEG or non-eeg derived or both? P. L. Gambús Servei de Anestesia; Hospital CLINIC de Barcelona --- Adjunct Associate Professor Department of Anesthesia and Perioperative Care University

More information

CALLOSAL RESPONSES OF FAST-RHYTHMIC-BURSTING NEURONS DURING SLOW OSCILLATION IN CATS

CALLOSAL RESPONSES OF FAST-RHYTHMIC-BURSTING NEURONS DURING SLOW OSCILLATION IN CATS Neuroscience 147 (2007) 272 276 RAPID REPORT CALLOSAL RESPONSES OF FAST-RHYTHMIC-BURSTING NEURONS DURING SLOW OSCILLATION IN CATS Y. CISSÉ, 1,2 D. A. NITA, 2 M. STERIADE AND I. TIMOFEEV* Department of

More information

SLEEP STAGING AND AROUSAL. Dr. Tripat Deep Singh (MBBS, MD, RPSGT, RST) International Sleep Specialist (World Sleep Federation program)

SLEEP STAGING AND AROUSAL. Dr. Tripat Deep Singh (MBBS, MD, RPSGT, RST) International Sleep Specialist (World Sleep Federation program) SLEEP STAGING AND AROUSAL Dr. Tripat Deep Singh (MBBS, MD, RPSGT, RST) International Sleep Specialist (World Sleep Federation program) Scoring of Sleep Stages in Adults A. Stages of Sleep Stage W Stage

More information

NEURAL MECHANISMS OF SLEEP (p.1) (Rev. 3/21/07)

NEURAL MECHANISMS OF SLEEP (p.1) (Rev. 3/21/07) NEURAL MECHANISMS OF SLEEP (p.1) (Rev. 3/21/07) 1. Revisitation of Bremer s 1936 Isolated Brain Studies Transected the brain: a. Cut between the medulla and the spinal cord ( encephale isole ) Note: recall

More information

The correlation of bispectral index with endtidal sevoflurane concentration and haemodynamic parameters in preschoolers

The correlation of bispectral index with endtidal sevoflurane concentration and haemodynamic parameters in preschoolers Paediatric Anaesthesia 2002 12: 519 525 The correlation of bispectral index with endtidal sevoflurane concentration and haemodynamic parameters in preschoolers MARY ELLEN MCCANN MD, JULIANNE BACSIK MD,

More information

Method and system for altering consciousness

Method and system for altering consciousness ( 1 of 1 ) United States Patent 5,123,899 Gall June 23, 1992 Method and system for altering consciousness Abstract A system for altering the states of human consciousness involves the simultaneous application

More information

The Effect of Bispectral Index Monitoring on Anesthetic Use and Recovery in Children Anesthetized with Sevoflurane in Nitrous Oxide

The Effect of Bispectral Index Monitoring on Anesthetic Use and Recovery in Children Anesthetized with Sevoflurane in Nitrous Oxide PEDIATRIC ANESTHESIA SECTION EDITOR WILLIAM J. GREELEY SOCIETY FOR PEDIATRIC ANESTHESIA The Effect of Bispectral Index Monitoring on Anesthetic Use and Recovery in Children Anesthetized with Sevoflurane

More information

Sleep. No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness,

Sleep. No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness, Sleep Neil B. Kavey, MD Columbia Presbyterian Medical Center No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness, It is an active physiologic

More information

Sleep. No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness,

Sleep. No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness, Sleep Neil B. Kavey, MD Columbia Presbyterian Medical Center No longer think of sleep as an isolated block of time at the end of the day. Sleep is not just the absence of wakefulness, It is an active physiologic

More information

EEG in the ICU: Part I

EEG in the ICU: Part I EEG in the ICU: Part I Teneille E. Gofton July 2012 Objectives To outline the importance of EEG monitoring in the ICU To briefly review the neurophysiological basis of EEG To introduce formal EEG and subhairline

More information

Brain and Cognition. Cognitive Neuroscience. If the brain were simple enough to understand, we would be too stupid to understand it

Brain and Cognition. Cognitive Neuroscience. If the brain were simple enough to understand, we would be too stupid to understand it Brain and Cognition Cognitive Neuroscience If the brain were simple enough to understand, we would be too stupid to understand it 1 The Chemical Synapse 2 Chemical Neurotransmission At rest, the synapse

More information

Depth of Anesthesia Monitoring in Cardiac Surgery. Adam Dryden MD, FRCPC University of Ottawa Heart Institute

Depth of Anesthesia Monitoring in Cardiac Surgery. Adam Dryden MD, FRCPC University of Ottawa Heart Institute Depth of Anesthesia Monitoring in Cardiac Surgery Adam Dryden MD, FRCPC University of Ottawa Heart Institute Depth of Anesthesia Monitoring in Cardiac Surgery Because it s not all about the heart. The

More information

Natural Waking and Sleep States: A View From Inside Neocortical Neurons

Natural Waking and Sleep States: A View From Inside Neocortical Neurons Natural Waking and Sleep States: A View From Inside Neocortical Neurons M. STERIADE, I. TIMOFEEV, AND F. GRENIER Laboratoire de Neurophysiologie, Faculté de Médicine, Université Laval, Quebec G1K 7P4,

More information

Neonatal EEG Maturation

Neonatal EEG Maturation Neonatal EEG Maturation Cindy Jenkinson, R. EEG T., CLTM October 7, 2017 Fissure Development 3 http://www.hhmi.org/biointeractive/develop ment-human-embryonic-brain 4 WHAT IS IMPORTANT TO KNOW BEFORE I

More information

Modelling corticothalamic feedback and the gating of the thalamus by the cerebral cortex

Modelling corticothalamic feedback and the gating of the thalamus by the cerebral cortex J. Physiol. (Paris) 94 (2000) 391 410 2000 Elsevier Science Ltd. Published by Éditions scientifiques et médicales Elsevier SAS. All rights reserved PII: S0928-4257(00)01093-7/FLA Modelling corticothalamic

More information

Postgraduate Course of Anesthesiology What does anesthesia do with the brain? September 23, 2013 UZ Leuven

Postgraduate Course of Anesthesiology What does anesthesia do with the brain? September 23, 2013 UZ Leuven Postgraduate Course of Anesthesiology What does anesthesia do with the brain? September 23, 2013 UZ Leuven Vincent Bonhomme CHU Liege and CHR Citadelle MONITORING DEPTH OF ANESTHESIA: WHY? WHEN? WHY? 1.

More information

Monitoring cortical electrical activity in anesthesia for obese patient

Monitoring cortical electrical activity in anesthesia for obese patient Monitoring cortical electrical activity in anesthesia for obese patient Gabriel M. Gurman, M.D. Division of Anesthesiology Soroka Medical Center and Faculty of Health Sciences, Ben Gurion University Beer

More information

Biological Rhythms, Sleep, and Dreaming. Elaine M. Hull

Biological Rhythms, Sleep, and Dreaming. Elaine M. Hull Biological Rhythms, Sleep, and Dreaming Elaine M. Hull Rhythms of Waking and Sleeping Animals generate 24 hour cycles of wakefulness and sleep. Some animals generate endogenous circannual rhythms (yearly

More information

Original Article. * Received for Publication: September 2, 2006 * Revision Received: December 27, 2006 * Revision Accepted: April 4, 2007

Original Article. * Received for Publication: September 2, 2006 * Revision Received: December 27, 2006 * Revision Accepted: April 4, 2007 Original Article COMPARATIVE EVALUATION OF THE CEREBRAL STATE INDEX TM AND BISPECTRAL INDEX TM MONITORING DURING PROPOFOL -REMIFENTANIL ANESTHESIA FOR OPEN HEART SURGERY Shahrbanoo Shahbazi 1, Farid Zand

More information

ICNIRP 7th International NIR Workshop Edinburgh, United Kingdom, 9-11 May 2012

ICNIRP 7th International NIR Workshop Edinburgh, United Kingdom, 9-11 May 2012 RADIOFREQUENCY EFFECTS ON THE HUMAN ELECTROENCEPHALOGRAM: ITS RELEVANCE FOR HEALTH AND HOW DO WE EXPLAIN THIS PHENOMENON BLANKA POPHOF FEDERAL OFFICE FOR RADIATION PROTECTION OUTLINE History Cognition

More information

Introduction to Neurofeedback. Penny Papanikolopoulos

Introduction to Neurofeedback. Penny Papanikolopoulos Introduction to Neurofeedback Penny Papanikolopoulos Our World is.. The Marvelous World of the Brain Senses, Perception, Cognitions, Images, Emotions, Executive functions etc. Are all regulated by the

More information

Electroencephalographic Variation during End Maintenance and Emergence from Surgical Anesthesia

Electroencephalographic Variation during End Maintenance and Emergence from Surgical Anesthesia Electroencephalographic Variation during End Maintenance and Emergence from Surgical Anesthesia Divya Chander, Stanford University Paul Garcia, Emory University Jono N. MacColl, University of Auckland

More information

Relevance of sleep neurobiology for cognitive neuroscience and anesthesiology

Relevance of sleep neurobiology for cognitive neuroscience and anesthesiology 1 Relevance of sleep neurobiology for cognitive neuroscience and anesthesiology Giancarlo Vanini, MD, Helen A. Baghdoyan, PhD, and Ralph Lydic, PhD Introduction Although general anesthetics are used for

More information

VCE Psychology Unit 4. Year 2017 Mark Pages 45 Published Feb 10, 2018 COMPREHENSIVE PSYCHOLOGY UNIT 4 NOTES, By Alice (99.

VCE Psychology Unit 4. Year 2017 Mark Pages 45 Published Feb 10, 2018 COMPREHENSIVE PSYCHOLOGY UNIT 4 NOTES, By Alice (99. VCE Psychology Unit 4 Year 2017 Mark 50.00 Pages 45 Published Feb 10, 2018 COMPREHENSIVE PSYCHOLOGY UNIT 4 NOTES, 2017 By Alice (99.45 ATAR) Powered by TCPDF (www.tcpdf.org) Your notes author, Alice. Alice

More information

Circadian rhythm and Sleep. Radwan Banimustafa MD

Circadian rhythm and Sleep. Radwan Banimustafa MD Circadian rhythm and Sleep Radwan Banimustafa MD Homeostasis Maintenance of equilibrium by active regulation of internal states: Cardiovascular function (blood pressure, heart rate) Body temperature Food

More information

Thalamocortical Feedback and Coupled Oscillators

Thalamocortical Feedback and Coupled Oscillators Thalamocortical Feedback and Coupled Oscillators Balaji Sriram March 23, 2009 Abstract Feedback systems are ubiquitous in neural systems and are a subject of intense theoretical and experimental analysis.

More information

Review article Measuring anesthesia in children using the EEG

Review article Measuring anesthesia in children using the EEG Pediatric Anesthesia 2006 16: 374 387 doi:10.1111/j.1460-9592.2006.01877.x Review article Measuring anesthesia in children using the EEG ANDREW J. DAVIDSON MBBS MD FANZCA Grad raddipepibiostat Department

More information

Neurophysiology & EEG

Neurophysiology & EEG Neurophysiology & EEG PG4 Core Curriculum Ian A. Cook, M.D. Associate Director, Laboratory of Brain, Behavior, & Pharmacology UCLA Department of Psychiatry & Biobehavioral Sciences Semel Institute for

More information