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Simultaneous magnetoencephalography and electroencephalography provides a useful tool to search for common and distinct macro-scale mechanisms of reductions in consciousness induced by different anesthetics. This paper illustrates the empirical methods underlying the recording of such data from healthy humans during N-Methyl-D-Aspartate-(NMDA)-receptor-antagonist-based anesthesia during inhalation of nitrous oxide and xenon.
Anesthesia arguably provides one of the only systematic ways to study the neural correlates of global consciousness/unconsciousness. However to date most neuroimaging or neurophysiological investigations in humans have been confined to the study of γ-Amino-Butyric-Acid-(GABA)-receptor-agonist-based anesthetics, while the effects of dissociative N-Methyl-D-Aspartate-(NMDA)-receptor-antagonist-based anesthetics ketamine, nitrous oxide (N2O) and xenon (Xe) are largely unknown. This paper describes the methods underlying the simultaneous recording of magnetoencephalography (MEG) and electroencephalography (EEG) from healthy males during inhalation of the gaseous anesthetic agents N2O and Xe. Combining MEG and EEG data enables the assessment of electromagnetic brain activity during anesthesia at high temporal, and moderate spatial, resolution. Here we describe a detailed protocol, refined over multiple recording sessions, that includes subject recruitment, anesthesia equipment setup in the MEG scanner room, data collection and basic data analysis. In this protocol each participant is exposed to varying levels of Xe and N2O in a repeated measures cross-over design. Following relevant baseline recordings participants are exposed to step-wise increasing inspired concentrations of Xe and N2O of 8, 16, 24 and 42%, and 16, 32 and 47% respectively, during which their level of responsiveness is tracked with an auditory continuous performance task (aCPT). Results are presented for a number of recordings to highlight the sensor-level properties of the raw data, the spectral topography, the minimization of head movements, and the unequivocal level dependent effects on the auditory evoked responses. This paradigm describes a general approach to the recording of electromagnetic signals associated with the action of different kinds of gaseous anesthetics, which can be readily adapted to be used with volatile and intravenous anesthetic agents. It is expected that the method outlined can contribute to the understanding of the macro-scale mechanisms of anesthesia by enabling methodological extensions involving source space imaging and functional network analysis.
There is good consensus between pre-clinical and clinical neuroscientific evidence suggesting that the phenomenon of human consciousness depends on the integrity of explicit neural circuits. The observation that such circuits are systematically influenced by the descent into unconsciousness has substantiated the need for neuroimaging techniques to be utilized during anesthesia and enable 'navigating' the search for the neural correlates of consciousness. With the possible exception of sleep, anesthesia represents the only method by which one can, in a controlled, reversible and reproducible fashion, perturb, and thus dissect, the mechanisms that sub-serve consciousness, especially at the macroscopic scale of global brain dynamics. Clinically, general anesthesia can be defined as a state of hypnosis/unconsciousness, immobility and analgesia and remains one of the most abundantly used and safest medical interventions. Despite the clarity and efficiency in the end result, there remains great uncertainty regarding the mechanisms of action of the various types of agents giving rise to anesthetic induced unconsciousness1.
Anesthetics can be divided into intravenous agents notably propofol and the barbiturates, or volatile/gaseous agents such as sevoflurane, isoflurane, nitrous oxide (N2O) and xenon (Xe). The pharmacology of anesthesia has been well established with multiple cellular targets identified as linked to anesthetic action. Most agents studied to date act principally via the agonism of γ-Amino-Butyric-Acid-(GABA) receptor mediated activity. In contrast, the dissociative agents ketamine, Xe and N2O are believed to exert their effects by primarily targeting N-Methyl-D-Aspartate-(NMDA) glutamatergic receptors2,3. Other important pharmacological targets include potassium channels, acetylcholine receptors and the remnant glutamate receptors, AMPA and kainate, however the extent of their contribution to anesthetic action remains elusive (for a comprehensive review see 4).
The extent of variability in the mechanism of action and the observed physiological and neural effects of the various types of agents renders the derivation of general conclusions on their influence on conscious processing difficult. Loss of consciousness (LOC) induced by GABAergic agents is typically characterized by a global change in brain activity. This is evident in the emergence of high-amplitude, low-frequency delta (δ, 0.5-4 Hz) waves and the reduction in high frequency, gamma (γ, 35-45Hz) activity in the electroencephalogram (EEG), similar to slow wave sleep5,6 as well as the widespread reductions in cerebral blood flow and glucose metabolism5,6,7,8,9,10,11,12. Boveroux et al.13 added to such observations by demonstrating a significant decrease in resting state functional connectivity under propofol anesthesia using functional magnetic resonance imaging (fMRI). In contrast, dissociative anesthetics yield a less clear profile of effects on brain activity. In some cases, they are associated with increases in cerebral blood flow and glucose metabolism14,15,16,17,18,19,20,21 while studies by Rex and colleagues22 and Laitio and colleagues23,24 looking at the effects of Xe provided evidence of both increased and decreased brain activity. A similar irregularity can be seen in the effects on the EEG signals25,26,27,28. Johnson et al.29 demonstrated an increase in total power of the low frequency bands delta and theta as well as in the higher frequency band gamma in a high density EEG study of Xe anesthesia while opposing observations were made for N2O in the delta, theta and alpha frequency bands30,31 and for Xe in the higher frequencies32. Such variability in the effects of Xe on the electrical scalp activity can be observed in the alpha and beta frequency ranges also with both increases33 and reductions34 being reported.
In spite of the discrepancies mentioned above, the picture starts to become more consistent across agents when one attempts to look at alterations in functional connectivity between brain areas. Such measures however, have been predominantly restricted to modalities that necessarily make concessions with respect to either spatial or temporal resolution. While studies using the EEG appear to reveal clear, and to some extent consistent, changes in the topological structure of functional networks during anesthesia/sedation with propofol35, sevoflurane36 and N2O37, the widely spaced sensor level EEG data has insufficient spatial resolution to meaningfully define and delineate the vertices of the corresponding functional networks. Conversely, studies utilizing the superior spatial resolution of fMRI and positron emission tomography (PET), find similar topological alterations in large-scale functional connectivity to that of EEG13,38,39,40,41, however possess insufficient temporal resolution to characterize phase-amplitude coupling in the alpha (8-13 Hz) EEG band and other dynamical phenomena that are emerging as important signatures of anesthetic action12,42. Moreover, these measures do not directly evaluate electromagnetic neural activity43.
Therefore, in order to meaningfully advance the understanding of the macroscopic processes associated with the action of anesthetics, the limitations of the previously mentioned investigations need to be addressed; the restricted coverage of anesthetic agents and the insufficient spatio-temporal resolution of the non-invasive measurements. On this basis, the authors outline a method to simultaneously record magnetoencephalogram (MEG) and EEG activity in healthy volunteers that has been developed for the administration of the gaseous dissociative anesthetic agents, Xe and N2O.
The MEG is utilized as it is the only non-invasive neurophysiological technique other than the EEG that has a temporal resolution in the millisecond range. EEG has the problem of blurring of electrical fields by the skull, which acts as a low-pass filter on cortically generated activity, while MEG is much less sensitive to this issue and the issue of volume conduction44. It can be argued that MEG has higher spatial and source localization accuracy than EEG 45,46. EEG does not allow true reference-free recording37,47, however MEG does. MEG systems also typically record cortical activity in a much wider frequency range than EEG, including high gamma48(typically 70 - 90 Hz), which have been suggested to be involved in the hypnotic effects of anesthetic agents including Xe29 and N2O28. The MEG offers neurophysiological activity that compliments that conveyed by EEG, as EEG activity relates to extracellular electrical currents whereas MEG mainly reflects the magnetic fields generated by intracellular currents46,49. Furthermore, MEG is particularly sensitive to electrophysiological activity tangential to the cortex, while EEG mostly records extracellular activity radial to the cortex49. Thus combining MEG and EEG data has super-additive advantages50.
The gaseous dissociative agents Xe and N2O have been chosen for the following principle reasons: they are odorless (Xe) or essentially odorless (N2O) and thus can easily be utilized in the presence of control conditions when employed at sub-clinical concentrations. In addition, they are well suited for remote administration and monitoring in a laboratory environment due to their weak cardio-respiratory depressant effects61. Xenon and to a lesser extent N2O, retain a relatively low minimum-alveolar-concentration-(MAC)-awake at which 50% of patients become unresponsive to a verbal command with values of 32.6 ± 6.1%51 and 63.3 +- 7.1%52 respectively. Despite Xe and N2O both being NMDA receptor antagonists, they modulate the EEG differently - Xe appears to behave more like a typical GABAergic agent when monitored using the Bispectral Index33,53,54 (one of several approaches used to electroencephalographically monitor depth of anesthesia). In contrast, N2O produces a much less apparent electroencephalographic effect in that it is poorly, if at all, monitored using the Bispectral Index26. Because Xe has different reported electroencephalographic properties to the other dissociative agents, but possesses similar characteristics to the more commonly studied GABAergic agents, its electrophysiological study has the potential to reveal important features relating to the neural correlates of consciousness and the corresponding functional network changes. Agents that act at the NMDA receptor are likely to reveal more about the brain networks that subserve normal and altered consciousness, given the critical role that NMDA receptor mediated activity plays in learning and memory and its implicated role in a range of psychiatric disorders that include schizophrenia and depression80.
This paper focuses primarily on the demanding and complex data collection procedure associated with the delivery of gaseous anesthetic agents in a non-hospital environment while simultaneously recording MEG and EEG. Basic data analysis at the sensor level is outlined and example data are provided illustrating that high-fidelity recordings can be obtained with minimal head movement. The many potential methods for subsequent source imaging and/or functional connectivity analysis that would be typically performed using this kind of data are not described, as these methods are well described in the literature and demonstrate various options for analysis55,56.
The study entitled "Effects of inhaled Xe and N2O on brain activity recorded using EEG and MEG" was approved (approval number: 260/12) by the Alfred Hospital and Swinburne University of Technology Ethics Committee and met the requirements of the National Statement on Ethical Conduct in Human Research (2007).
1. Participant Selection and Pre-Study Requirements
2. Facilities and Equipment
NOTE: The facilities are in accordance with ANZCA requirements for the delivery of anesthesia outside a normal surgical operating suite (http://www.anzca.edu.au/resources/professional-documents. Document PS55). Specifically, the room satisfies engineering regulations for electrical safety and gas medical administration.
3. Study Design and Protocol
NOTE: A two-way crossover experimental protocol is followed. Perform two separate testing sessions for each subject separated by a maximum of four weeks between testing sessions. One arm of the study consists of Xe administration while N2O is given in the second arm. Participants are blind to the type of gas being administered while the medical staff and researchers are not due to the slight differences in the procedure followed for their administration.
Figure 1: Images demonstrating EEG, EOG, EMG and ECG electrode layout and the overall set up within the MSR. (A) shows the 64-channel MEG compatible cap used to record the EEG, EOG is recorded using the two electrodes shown placed above and below the left eye, EMG is recorded using the two electrodes placed below the jaw and ECG is recorded using two electrodes placed on the wrist. (B) shows the custom-made foam cap and harness used to minimize subject movement during recording. (C) demonstrates the final configuration required for anesthetic administration which includes positioning the head within the MEG and attaching a tight fitting gas-mask. Please click here to view a larger version of this figure.
4. Gas Administration Protocol
NOTE: The gas administration protocol varies slightly depending on the arm of the study.
Figure 2: Summary of gas administration profiles for Xe and N 2O. Timeline and gas concentrations during the course of drug administration for N2O (top) and Xe (bottom). The numbers above each timeline indicate the time in minutes since the start of the first gas delivery. Each level of peak equilibrated gas concentration is reached through a 10 minute equilibrating period, followed by a 5 minute steady state during which the peak equilibrated gas concentration is maintained, and then a 10 minute washout. The peak equilibrated gas concentrations increase sequentially over time. Note that the timeline of preparation for the experiment as well as the period after gas administration are not shown. Please click here to view a larger version of this figure.
5. Structural Scan
6. Participant Follow-up
NOTE: The subject is free to leave when accompanied by a friend or relative.
7. Data Analysis
NOTE: This section describes basic data analysis at the MEG/EEG sensor level covering the steps involved in generating examples of preprocessed MEG/EEG data, spectral topography, head movements, responsiveness scoring, and auditory evoked responses. The focus of this article is on the illustration of typical examples so that the reader can understand the important features of the recorded data. No intra-individual or group-wise statistical analyses are performed as the principle aim in this analysis section is to detail important pre-processing steps that attest to the quality and integrity of the data collected. No details are provided for the myriad analyses that could be performed on this data55,56 as they fall outside the scope of the description of the method.
Figure 3: EEG (A) and MEG (B) sensor layouts viewed from the top of the head and flattened into a plane. Note the MEG triplet structure where sensors ending in ###1 are magnetometers and sensors ending in ###2 or ###3 are gradiometers. Red boxes indicate the channels along the anterior-posterior midline used to visualize the spectral properties of the EEG and MEG, FPz (frontal), Cz (central) and Oz (occipital) and frontal, central and occipital magnetometer channels respectively. Please click here to view a larger version of this figure.
This section utilizes data obtained from one subject in order to demonstrate the typical features of the simultaneous recordings and the potential of such information to contribute a better understanding of anesthetic induced altered states of consciousness. To simplify the exposition, results are shown for i) recordings of the post-anti-emetic administration baseline (baseline 3), ii) 0.75 equi-MAC-awake peak gas concentrations (level 3) of N2O (47%) and Xe (24%), and iii) Xe ...
This paper has outlined a comprehensive protocol for the simultaneous recording of MEG and EEG during anesthetic gas delivery with N2O and Xe. Such a protocol will be valuable for studying the electromagnetic neural correlates of anesthetic-induced reductions in consciousness. The protocol is also expected to generalize to the delivery of other anesthetic gases such as sevoflurane or isoflurane. This will facilitate a greater understanding of the common, specific and distinct macroscopic mechanisms that underl...
The authors have nothing to disclose.
The authors would like to thank Mahla Cameron Bradley, Rachel Anne Batty and Johanna Stephens for valuable technical assistance with MEG data collection. Thanks are additionally extended to Dr. Steven Mcguigan for support as a second anesthesiologist. Paige Pappas provided invaluable anesthetic nurse oversight. Markus Stone graciously proffered his time and expertise in editing and filming the protocol. Dr. Suresh Muthukumaraswamy gave specific advice regarding data analysis and the interpretation of results. Finally, Jarrod Gott contributed many a stimulating discussion, helped in the execution of a number of pilot experiments and was central in the design of the foam head brace.
This research was supported by a James S. McDonnell collaborative grant #220020419 "Reconstructing Consciousness" awarded to George Mashour, Michael Avidan, Max Kelz and David Liley.
Name | Company | Catalog Number | Comments |
Neuromag TRIUX 306-channel MEG system | Elekta Oy, Stockholm, SWEDEN | N/A | |
Polhemus Fastrak 3D system | Polhemus, VT, USA | N/A | |
MEG compatible ER-1 insert headphones | Etymotic Research Inc., IL, USA | N/A | |
Low Density foam head cap, MEG compatible | N/A | N/A | Custom made by research team |
Harness, MEG compatible | N/A | ~3 m long, ~ 5 cm wide, cloth/jute strip to secure participant position on MEG chair | |
Ambu Neuroline 720 Single Patient Surface Electrodes | Ambu, Copenhagen, Denmark | 72015-K10 | |
3.0T TIM Trio MRI system | Siemens AB, Erlangen, GERMANY | N/A | |
Asalab amplifier system | ANT Neuro, Enschede, NETHERLANDS | N/A | this system is no longer manufactured and has been deprecated to 64 channel eego EEG amplifier |
64-channel Waveguard EEG cap, MEG compatible | ANT Neuro, Enschede, NETHERLANDS | CA-138 | size Medium |
Magnetically shielded cordless battery box | ANT Neuro, Enschede, NETHERLANDS | N/A | Magnetic shielding not provided by manufacturer – Modified by research team |
OneStep ClearGel Electrode gel | H+H Medizinprodukte GbR, Munster, GERMANY | 154547 | |
Akzent Xe Color Anesthesia Machine | Stephan GmbH, Gackenbach, GERMANY | N/A | |
Omron M6-Comfort Blood Pressure Monitor | Omron Healthcare, Kyoto, JAPAN | N/A | |
Xenon gas (99.999% purity) | Coregas, Thomastown, VIC, AUSTRALIA | N/A | we estimate that we use approx 40 L (SATP) per participant |
Medical Nitrous Oxide | Coregas, Thomastown, VIC, AUSTRALIA | N/A | x2 G size cylinders |
Medical Oxygen | Coregas, Thomastown, VIC, AUSTRALIA | N/A | x2 G size cylinders |
Medical Air | Coregas, Thomastown, VIC, AUSTRALIA | N/A | x2 G size cylinders |
Filter Respiratory & HMES with Capno Port Hypnobag | Medtronic, MN, USA | 352/5805 | |
Yankauer High Adult | Medtronic, MN, USA | 8888-502005 | |
Quadralite EcoMask anaesthetic masks | Intersurgical Australia Pty Ltd | 7093000/7094000 | size 3 and size 4 |
Suction Canister Disp 1200 mL Medival Guardian | Cardinal Health, OH, USA | 65651-212 | |
Catheter Mount Ext 4-13 cm with 90A elbow | Medtronic, MN, USA | 330/5667 | |
Catheter IV Optiva 24g x 19 mm Yellow St Su | Smiths Medical, MN, USA | 5063-INT | |
Dexamethasone Mylan Injection Vials (4 mg/1 mL) | Alphapharm Pty Ltd, Sydney, AUSTRALIA | 400528517 | |
Ondasetron (4 mg/2 mL) | Alphapharm Pty Ltd, Sydney, AUSTRALIA | 400008857 | |
Medical resuscitation cart | The medical resuscitation cart is configured according to the suggested minimal requirements for Adult resuscitation recommended in the document "Standards for Resuscitation: Clinical Practice and Education; June 2014) by the Australian and New Zealand Resuscitation councils and specifically endorsed by multiple professional health care organizations including the Australian and New Zealand College of Anaesthetists. It includes all the necessary airway and circulatory equipment, as well as the associated pharmacuetical agents to enable full cardio-respiratory resuscitation and support in a non-clinical environment. Full details can be found at https://resus.org.au/standards-for-resuscitation-clinical-practice-and-education/ | ||
Maxfilter Version 2.2 | Elekta Oy, Stockholm, SWEDEN | N/A | Data analysis software provided with Elekta's Neuromag TRIUX MEG system |
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