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dc.contributor.authorSoplata, Austin E.en_US
dc.contributor.authorMcCarthy, Michelle M.en_US
dc.contributor.authorSherfey, Jasonen_US
dc.contributor.authorLee, Shaneen_US
dc.contributor.authorPurdon, Patrick L.en_US
dc.contributor.authorBrown, Emery N.en_US
dc.contributor.authorKopell, Nancyen_US
dc.coverage.spatialUnited Statesen_US
dc.date2017-10-02
dc.date.accessioned2018-03-07T15:54:48Z
dc.date.available2018-03-07T15:54:48Z
dc.date.issued2017-10-02
dc.identifierhttps://www.ncbi.nlm.nih.gov/pubmed/29227992
dc.identifier.citationAustin E Soplata, Michelle M McCarthy, Jason Sherfey, Shane Lee, Patrick L Purdon, Emery N Brown, Nancy Kopell. "Thalamocortical control of propofol phase-amplitude coupling.." PLoS Comput Biol, Volume 13, Issue 12:e1005879.
dc.identifier.issn1553-7358
dc.identifier.urihttps://hdl.handle.net/2144/27398
dc.descriptionData Availability: All MATLAB code necessary to run our simulations is available at https://github.com/asoplata/propofol-coupling-2017-full and the mechanisms files alone for usage with the DynaSim simulator (https://github.com/dynasim/dynasim) are available at https://github.com/asoplata/propofol-coupling-2017-mechanisms.en_US
dc.description.abstractThe anesthetic propofol elicits many different spectral properties on the EEG, including alpha oscillations (8-12 Hz), Slow Wave Oscillations (SWO, 0.1-1.5 Hz), and dose-dependent phase-amplitude coupling (PAC) between alpha and SWO. Propofol is known to increase GABAA inhibition and decrease H-current strength, but how it generates these rhythms and their interactions is still unknown. To investigate both generation of the alpha rhythm and its PAC to SWO, we simulate a Hodgkin-Huxley network model of a hyperpolarized thalamus and corticothalamic inputs. We find, for the first time, that the model thalamic network is capable of independently generating the sustained alpha seen in propofol, which may then be relayed to cortex and expressed on the EEG. This dose-dependent sustained alpha critically relies on propofol GABAA potentiation to alter the intrinsic spindling mechanisms of the thalamus. Furthermore, the H-current conductance and background excitation of these thalamic cells must be within specific ranges to exhibit any intrinsic oscillations, including sustained alpha. We also find that, under corticothalamic SWO UP and DOWN states, thalamocortical output can exhibit maximum alpha power at either the peak or trough of this SWO; this implies the thalamus may be the source of propofol-induced PAC. Hyperpolarization level is the main determinant of whether the thalamus exhibits trough-max PAC, which is associated with lower propofol dose, or peak-max PAC, associated with higher dose. These findings suggest: the thalamus generates a novel rhythm under GABAA potentiation such as under propofol, its hyperpolarization may determine whether a patient experiences trough-max or peak-max PAC, and the thalamus is a critical component of propofol-induced cortical spectral phenomena. Changes to the thalamus may be a critical part of how propofol accomplishes its effects, including unconsciousness.en_US
dc.description.sponsorship5T90DA32484 - HHS; P01GM118269 - NIH HHS; T32MH019118 - NIH HHSen_US
dc.format.extente1005879en_US
dc.languageeng
dc.relation.ispartofPLoS Comput Biol
dc.rightsCopyright: © 2017 Soplata et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.en_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectScience & technologyen_US
dc.subjectLife sciences & biomedicineen_US
dc.subjectBiochemical research methodsen_US
dc.subjectMathematical & computational biologyen_US
dc.subjectBiochemistry & molecular biologyen_US
dc.subjectThalamic relay neuronsen_US
dc.subjectInduced unconciousnessen_US
dc.subjectBrain stemen_US
dc.subjectSleepen_US
dc.subjectAlpha rhythmen_US
dc.subjectComputer simulationen_US
dc.subjectElectroencephalographyen_US
dc.subjectHumansen_US
dc.subjectPropofolen_US
dc.subjectThalamusen_US
dc.subjectUnconsciousnessen_US
dc.subjectBiological sciencesen_US
dc.subjectInformation and computing sciencesen_US
dc.subjectMathematical sciencesen_US
dc.subjectBioinformaticsen_US
dc.titleThalamocortical control of propofol phase-amplitude couplingen_US
dc.typeArticleen_US
dc.identifier.doi10.1371/journal.pcbi.1005879
pubs.elements-sourcepubmeden_US
pubs.notesEmbargo: Not knownen_US
pubs.organisational-groupBoston Universityen_US
pubs.organisational-groupBoston University, College of Arts & Sciencesen_US
pubs.organisational-groupBoston University, College of Arts & Sciences, Department of Mathematics & Statisticsen_US
pubs.publication-statusPublished onlineen_US
dc.identifier.orcid0000-0002-8568-8750 (Kopell, Nancy)


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Copyright: © 2017 Soplata et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Except where otherwise noted, this item's license is described as Copyright: © 2017 Soplata et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.