Neural Correlates of Sevoflurane-induced Unconsciousness Identified by Simultaneous Functional Magnetic Resonance Imaging and Electroencephalography
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Background: The neural correlates of anesthetic-induced unconsciousness have yet to be fully elucidated. Sedative and anesthetic states induced by propofol have been studied extensively, consistently revealing a decrease of frontoparietal and thalamocortical connectivity. There is, however, less understanding of the effects of halogenated ethers on functional brain networks. Methods: The authors recorded simultaneous resting-state functional magnetic resonance imaging and electroencephalography in 16 artificially ventilated volunteers during sevoflurane anesthesia at burst suppression and 3 and 2 vol% steady-state concentrations for 700 s each to assess functional connectivity changes compared to wakefulness. Electroencephalographic data were analyzed using symbolic transfer entropy (surrogate of information transfer) and permutation entropy (surrogate of cortical information processing). Functional magnetic resonance imaging data were analyzed by an independent component analysis and a region-of-interest–based analysis. Results: Electroencephalographic analysis showed a significant reduction of anterior-to-posterior symbolic transfer entropy and global permutation entropy. At 2 vol% sevoflurane concentrations, frontal and thalamic networks identified by independent component analysis showed significantly reduced within-network connectivity. Primary sensory networks did not show a significant change. At burst suppression, all cortical networks showed significantly reduced functional connectivity. Region-of-interest–based thalamic connectivity at 2 vol% was significantly reduced to frontoparietal and posterior cingulate cortices but not to sensory areas. Conclusions: Sevoflurane decreased frontal and thalamocortical connectivity. The changes in blood oxygenation level dependent connectivity were consistent with reduced anterior-to-posterior directed connectivity and reduced cortical information processing. These data advance the understanding of sevoflurane-induced unconsciousness and contribute to a neural basis of electroencephalographic measures that hold promise for intraoperative anesthesia monitoring.
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Simultaneous EEG and fMRI investigations in humans confirmed functional disconnection of prefrontal cortex from posterior cortex during propofol and sevoflurane anesthesia, with concomitant reduction of feedback connectivity identified using symbolic transfer entropy based on EEG.
“Simultaneous EEG and fMRI investigations in humans have confirmed the functional disconnection of the prefrontal cortex from the posterior cortex during propofol and sevoflurane anesthesia by fMRI, with a concomitant reduction of feedback connectivity identified using symbolic transfer entropy based on EEG signals (Jordan et al., 2013; Ranft et al., 2016).”
From Conscious Processing and the Global Neuronal Workspace Hypothesis (2020) · cites this paper as Ranft et al., 2016
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Experimental — accuracy not yet measuredSevoflurane anesthesia specifically disrupts functional connectivity between thalamus and frontal cortex.
“More recent studies have identified a specific disruption of functional connectivity between the thalamus and frontal cortex during sevoflurane anesthesia [131, 132].”
From The Biology of General Anesthesia from Paramecium to Primate (2019) · cites this paper as [132]
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Cites
Permutation Entropy: A Natural Complexity Measure for Time Series
Bandt, C., & Pompe, B. (2002) · Physical Review Letters · doi:10.1103/physrevlett.88.174102 · Cited by 4,899 · see citing works
Measuring Information Transfer
Schreiber, T. (2000) · Physical Review Letters · doi:10.1103/physrevlett.85.461 · Cited by 4,571 · see citing works
DPARSF: a MATLAB toolbox for “pipeline” data analysis of resting-state fMRI
Yan (2010) · Frontiers in System Neuroscience · doi:10.3389/fnsys.2010.00013 · Cited by 3,475 · see citing works
Neurophysiological and Computational Principles of Cortical Rhythms in Cognition
Wang, X.-J. (2010) · Physiological Reviews · doi:10.1152/physrev.00035.2008 · Cited by 1,939 · see citing works
A Baseline for the Multivariate Comparison of Resting-State Networks
Allen, E. A., Erhardt, E. B., Damaraju, E., Gruner, W. E., Segall, J. M., Silva, R. F., Havlíček, M., Rachakonda, S., Fries, J. F., Kalyanam, R., et al. (2011) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2011.00002 · Cited by 1,286 · see citing works
Validating the independent components of neuroimaging time series via clustering and visualization
Himberg, J., Hyvärinen, A., & Esposito, F. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.03.027 · Cited by 1,246 · see citing works
Behavioural improvements with thalamic stimulation after severe traumatic brain injury
Schiff, N. D., Giacino, J. T., Kalmar, K., Victor, J. D., Baker, K., Gerber, M., Fritz, B., Eisenberg, B., O’Connor, J., Kobylarz, E. J., et al. (2007) · Nature · doi:10.1038/nature06041 · Cited by 1,051 · see citing works
Electroencephalogram signatures of loss and recovery of consciousness from propofol
Purdon, P. L., Pierce, E. T., Mukamel, E. A., Prerau, M. J., Walsh, J. L., Wong, K. F. K., Salazar-Gomez, A. F., Harrell, P. G., Sampson, A. L., Cimenser, A., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1221180110 · Cited by 854 · see citing works
Molecular and neuronal substrates for general anaesthetics
Rudolph, U., & Antkowiak, B. (2004) · Nature reviews. Neuroscience · doi:10.1038/nrn1496 · Cited by 771 · see citing works
Signature of consciousness in the dynamics of resting-state brain activity
Barttfeld, P., Uhrig, L., Sitt, J. D., Sigman, M., Jarraya, B., & Dehaene, S. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418031112 · Cited by 670 · see citing works
Boveroux, P., Vanhaudenhuyse, A., Bruno, M.-A., Noirhomme, Q., Lauwick, S., Luxen, A., Degueldre, C., Plenevaux, A., Schnakers, C., Phillips, C., et al. (2010) · Anesthesiology · doi:10.1097/aln.0b013e3181f697f5 · Cited by 630 · see citing works
Oscillatory synchronization in large-scale cortical networks predicts perception
Hipp, J. F., Engel, A. K., & Siegel, M. (2011) · Neuron · doi:10.1016/j.neuron.2010.12.027 · Cited by 599 · see citing works
Staniek, M., & Lehnertz, K. (2008) · Physical Review Letters · doi:10.1103/physrevlett.100.158101 · Cited by 598 · see citing works
Detecting dynamical changes in time series using the permutation entropy
Cao, Y., Tung, W., Gao, J., Protopopescu, V., & Hively, L. M. (2004) · Physical Review E · doi:10.1103/physreve.70.046217 · Cited by 545 · see citing works
Kaisti, K. K., Långsjö, J., Aalto, S., Oikonen, V., Sipilä, H. T., Teräs, M., Hinkka‐Yli‐Salomäki, S., Metsähonkala, L., & Scheinin, H. (2003) · Anesthesiology · doi:10.1097/00000542-200309000-00015 · Cited by 425 · see citing works
Alkire, M. T., Haier, R. J., & Fallon, J. H. (2000) · Consciousness and Cognition · doi:10.1006/ccog.1999.0423 · Cited by 391 · see citing works
Permutation entropy of the electroencephalogram: a measure of anaesthetic drug effect
Olofsen, E., Sleigh, J. W., & Dahan, A. (2008) · British Journal of Anaesthesia · doi:10.1093/bja/aen290 · Cited by 358 · see citing works
Brainstem projections to midline and intralaminar thalamic nuclei of the rat
Krout, K. E., Belzer, R. E., & Loewy, A. D. (2002) · Journal of Comparative Neurology · doi:10.1002/cne.10236 · Cited by 328 · see citing works
Steriade, M., & Glenn, L. L. (1982) · Journal of Neurophysiology · doi:10.1152/jn.1982.48.2.352 · Cited by 325 · see citing works
Connectivity Changes Underlying Spectral EEG Changes during Propofol-Induced Loss of Consciousness
Boly, M., Moran, R., Murphy, M., Boveroux, P., Bruno, M., Noirhomme, Q., Ledoux, D., Bonhomme, V. L., Brichant, J.-F., Tononi, G., et al. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.3769-11.2012 · Cited by 307 · see citing works
A SIMPLE STUDY OF AWARENESS AND DREAMING DURING ANAESTHESIA
Brice, D., Hetherington, R., & Utting, J. (1970) · British Journal of Anaesthesia · doi:10.1093/bja/42.6.535 · Cited by 253 · see citing works
Glenn, L. L., & Steriade, M. (1982) · Journal of Neuroscience · doi:10.1523/jneurosci.02-10-01387.1982 · Cited by 237 · see citing works
Thalamic Microinjection of Nicotine Reverses Sevoflurane-induced Loss of Righting Reflex in the Rat
Alkire, M. T., McReynolds, J. R., Hahn, E. L., & Trivedi, A. N. (2007) · Anesthesiology · doi:10.1097/01.anes.0000270741.33766.24 · Cited by 228 · see citing works
Brain functional integration decreases during propofol-induced loss of consciousness
Schrouff, J., Perlbarg, V., Boly, M., Marrelec, G., Boveroux, P., Vanhaudenhuyse, A., Bruno, M., Laureys, S., Phillips, C. L. M., Pélégrini‐Issac, M., et al. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.04.020 · Cited by 228 · see citing works
Functional connectivity changes with concentration of sevoflurane anesthesia
Peltier, S., Kerssens, C., Hamann, S. B., Sebel, P. S., Byas‐Smith, M. G., & Hu, X. P. (2005) · Neuroreport · doi:10.1097/00001756-200502280-00017 · Cited by 226 · see citing works
Impaired thalamocortical connectivity in humans during general-anesthetic-induced unconsciousness
White, N. S., & Alkire, M. T. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00103-4 · Cited by 223 · see citing works
Ku, S. W., Lee, U., Noh, G. J., Jun, I., & Mashour, G. A. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025155 · Cited by 212 · see citing works
Self-citationMhuircheartaigh, R. N., Rosenorn-Lanng, D., Wise, R. G., Jbabdi, S., Rogers, R., & Tracey, I. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5516-09.2010 · Cited by 205 · see citing works
Slow-wave activity saturation and thalamocortical isolation during propofol anesthesia in humans
Ní Mhuircheartaigh, R., Warnaby, C., Rogers, R., Jbabdi, S., & Tracey, I. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3006007 · Cited by 202 · see citing works
Functional connectivity and alterations in baseline brain state in humans
Martuzzi, R., Ramani, R., Qiu, M., Rajeevan, N., & Constable, R. T. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.07.028 · Cited by 187 · see citing works
Cortical Hypersynchrony Predicts Breakdown of Sensory Processing during Loss of Consciousness
Supp, G. G., Siegel, M., Hipp, J. F., & Engel, A. K. (2011) · Current Biology · doi:10.1016/j.cub.2011.10.017 · Cited by 185 · see citing works
Lee, U., Kim, S., Noh, G., Choi, B., Hwang, E., & Mashour, G. A. (2009) · Consciousness and Cognition · doi:10.1016/j.concog.2009.04.004 · Cited by 183 · see citing works
Self-citationJordan, D., Ilg, R., Riedl, V., Schorer, A., Grimberg, S., Neufang, S., Omerovic, A., Berger, S., Untergehrer, G., Preibisch, C., et al. (2013) · Anesthesiology · doi:10.1097/aln.0b013e3182a7ca92 · Cited by 180 · see citing works
Self-citationMartuzzi, R., Ramani, R., Qiu, M., Shen, X., Papademetris, X., & Constable, R. T. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.075 · Cited by 158 · see citing works
Multiscale permutation entropy analysis of EEG recordings during sevoflurane anesthesia
Li, D., Xiaoli Li, A., Liang, Z., Voss, L. J., & SLEIGH, J. W. (2010) · Journal of Neural Engineering · doi:10.1088/1741-2560/7/4/046010 · Cited by 154 · see citing works
Barrett, A. B., Murphy, M., Bruno, M., Noirhomme, Q., Boly, M., Laureys, S., & Seth, A. K. (2012) · PLoS ONE · doi:10.1371/journal.pone.0029072 · Cited by 149 · see citing works
Liu, X., Lauer, K. K., Ward, B. D., Li, S., & Hudetz, A. G. (2012) · Anesthesiology · doi:10.1097/aln.0b013e318277a801 · Cited by 148 · see citing works
Schröter, M. S., Spoormaker, V. I., Schorer, A., Wohlschläger, A. M., Czisch, M., Kochs, E. F., Zimmer, C., Hemmer, B., Schneider, G. H., Jordan, D., et al. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.6046-11.2012 · Cited by 143 · see citing works
Self-citationJordan, D., Stockmanns, G., Kochs, E. F., Pilge, S., & Schneider, G. H. (2008) · Anesthesiology · doi:10.1097/aln.0b013e31818d6c55 · Cited by 137 · see citing works
Self-citationMonti, M. M., Lutkenhoff, E. S., Rubinov, M., Boveroux, P., Vanhaudenhuyse, A., Gosseries, O., Bruno, M., Noirhomme, Q., Boly, M., & Laureys, S. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003271 · Cited by 136 · see citing works
Moon, J.-Y., Lee, U., Blain-Moraes, S., & Mashour, G. A. (2015) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1004225 · Cited by 136 · see citing works
Self-citationLocal cortical dynamics of burst suppression in the anaesthetized brain
Lewis, L. D., Ching, S., Weiner, V. S., Peterfreund, R. A., Eskandar, E. N., Cash, S. S., Brown, E. N., & Purdon, P. L. (2013) · Brain · doi:10.1093/brain/awt174 · Cited by 128 · see citing works
Palanca, B. J. A., Mitra, A., Larson-Prior, L., Snyder, A. Z., Avidan, M. S., & Raichle, M. E. (2015) · Anesthesiology · doi:10.1097/aln.0000000000000731 · Cited by 112 · see citing works
Neurophysiological Correlates of Sevoflurane-induced Unconsciousness
Blain‐Moraes, S., Tarnal, V., Vanini, G., Alexander, A. A., Rosen, D., Shortal, B. P., Janke, E., & Mashour, G. A. (2014) · Anesthesiology · doi:10.1097/aln.0000000000000482 · Cited by 95 · see citing works
Self-citationAltered local coherence in the default mode network due to sevoflurane anesthesia
Deshpande, G., Kerssens, C., Sebel, P. S., & Hu, X. P. (2010) · Brain Research · doi:10.1016/j.brainres.2009.12.075 · Cited by 84 · see citing works
Scheller, M., Bufler, J., Schneck, H., Kochs, E. F., & Franke, C. (1997) · Anesthesiology · doi:10.1097/00000542-199701000-00016 · Cited by 80 · see citing works
Self-citationNicolaou, N., Hourris, S., Alexandrou, P., & Georgiou, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0033869 · Cited by 80 · see citing works
Schneider, G. H., Jordan, D., Schwarz, G., et al. (2014) · Anesthesiology · doi:10.1097/aln.0000000000000151 · Cited by 75 · see citing works
Self-citationLioudyno, M. I., Birch, A. M., Tanaka, B. S., Sokolov, Y., Goldin, A. L., Chandy, K. G., Hall, J. E., & Alkire, M. T. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.0344-13.2013 · Cited by 68 · see citing works
Altered temporal variance and neural synchronization of spontaneous brain activity in anesthesia
Huang, Z., Wang, Z., Zhang, J., Dai, R., Wu, J., Li, Y., Liang, W., Mao, Y. Q., Yang, Z. H., Holland, G., et al. (2014) · Human Brain Mapping · doi:10.1002/hbm.22556 · Cited by 66 · see citing works
Kuroda, Y., Murakami, M., Tsuruta, J., et al. (1996) · Anesthesiology · doi:10.1097/00000542-199603000-00010 · Cited by 65 · see citing works
Simultaneous Electroencephalography and Functional Magnetic Resonance Imaging of General Anesthesia
Purdon, P. L., Pierce, E. T., Bonmassar, G., Walsh, J., Harrell, P. G., Kwo, J., Deschler, D. G., Barlow, M. A., Merhar, R. C., Lamus, C., et al. (2009) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2008.04119.x · Cited by 50 · see citing works
Hapfelmeier, G., Schneck, H., & Kochs, E. F. (2001) · European Journal of Anaesthesiology · doi:10.1046/j.0265-0215.2001.00848.x · Cited by 41 · see citing works
Self-citationSpectral entropy—what has it to do with anaesthesia, and the EEG?
Jäntti, V., & Alahuhta, S. M. (2004) · British Journal of Anaesthesia · doi:10.1093/bja/aeh578 · Cited by 28 · see citing works
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“symbolic transfer entropy based on EEG signals (Jordan et al., 2013; Ranft et al., 2016).”
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Self-citationThe Biology of General Anesthesia from Paramecium to Primate
Kelz, M. B., & Mashour, G. A. (2019) · Current Biology · doi:10.1016/j.cub.2019.09.071 · Cited by 151 · see citing works
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Mashour, G. A., & Hudetz, A. G. (2017) · Frontiers in Neural Circuits · doi:10.3389/fncir.2017.00044 · Cited by 133 · see citing works
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- Authors
- Ranft, A., Golkowski, D., Kiel, T., Riedl, V., Kohl, P., Rohrer, G., Pientka, J., Berger, S., Thul, A., Maurer, M., Preibisch, C., Zimmer, C., Mashour, G. A., Kochs, E. F., Jordan, D., & Ilg, R.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Golkowski, Daniel
- ORCID
- Venue
- Anesthesiology
- Published
- 2016-11
- Volume
- 125
- Issue
- 5
- Pages
- 861-872
- ISSN
- 0003-3022 (ISSN-L)
- PMC
- PMC5069173
- OpenAlex
- W2511409893
- Cited by
- 142
- References
- 54
- Citations by year
- 2026: 7 · 2025: 11 · 2024: 13 · 2023: 13 · 2022: 16 · 2021: 24 · 2020: 14 · 2019: 13 · 2018: 11 · 2017: 17 · 2016: 3
- FWCI
- 21.48
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Anesthesiology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- mediaTUM (Technical University of Munich) (submittedVersion)
- Funders
- National Institute of General Medical Sciences (R01GM098578)
- Topics
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Anesthesia and Sedative Agents
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Developmental Neuroscience › Anesthesia and Neurotoxicity Research
- Keywords
- sevoflurane, anesthetic-induced unconsciousness, burst suppression, functional connectivity, thalamocortical connections, frontoparietal connectivity, symbolic transfer entropy, permutation entropy, anesthesia monitoring, resting-state brain networks
- MeSH terms
- Sevoflurane, Adult, Brain, Electroencephalography, Humans, Magnetic Resonance Imaging, Male, Methyl Ethers, Neural Pathways, Reference Values, Unconsciousness, Anesthetics, Inhalation, Young Adult
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