EEG biomarkers of activation of the lymphatic drainage system of the brain during sleep and opening of the blood-brain barrier

dc.bibliographicCitation.date2023
dc.bibliographicCitation.firstPage758
dc.bibliographicCitation.journalTitleComputational and Structural Biotechnology Journaleng
dc.bibliographicCitation.lastPage768
dc.bibliographicCitation.volume21
dc.contributor.authorSemyachkina-Glushkovskaya, O.V.
dc.contributor.authorKaravaev, A.S.
dc.contributor.authorProkhorov, M.D.
dc.contributor.authorRunnova, A.E.
dc.contributor.authorBorovkova, E.I.
dc.contributor.authorIshbulatov, Yu.M.
dc.contributor.authorHramkov, A.N.
dc.contributor.authorKulminskiy, D.D.
dc.contributor.authorSemenova, N.I.
dc.contributor.authorSergeev, K.S.
dc.contributor.authorSlepnev, A.V.
dc.contributor.authorSitnikova, E.Yu.
dc.contributor.authorZhuravlev, M.O.
dc.contributor.authorFedosov, I.V.
dc.contributor.authorShirokov, A.A.
dc.contributor.authorBlokhina, I.A.
dc.contributor.authorDubrovski, A.I.
dc.contributor.authorTerskov, A.V.
dc.contributor.authorKhorovodov, A.P.
dc.contributor.authorAgeev, V.B.
dc.contributor.authorElovenko, D.A.
dc.contributor.authorEvsukova, A.S.
dc.contributor.authorAdushkina, V.V.
dc.contributor.authorTelnova, V.V.
dc.contributor.authorPostnov, D.E.
dc.contributor.authorPenzel, T.U.
dc.contributor.authorKurths, J.G.
dc.date.accessioned2023-04-04T08:15:21Z
dc.date.available2023-04-04T08:15:21Z
dc.date.issued2022
dc.description.abstractThe lymphatic drainage system of the brain (LDSB) is the removal of metabolites and wastes from its tissues. A dysfunction of LDSB is an important sign of aging, brain oncology, the Alzheimer's and Parkinson's diseases. The development of new strategies for diagnosis of LDSB injuries can improve prevention of age-related cerebral amyloid angiopathy, neurodegenerative and cerebrovascular diseases. There are two conditions, such as deep sleep and opening of the blood-brain-barrier (OBBB) associated with the LDSB activation. A promising candidate for measurement of LDSB could be electroencephalography (EEG). In this pilot study on rats, we tested the hypothesis, whether deep sleep and OBBB can be an informative platform for an effective extracting of information about the LDSB functions. Using the nonlinear analysis of EEG dynamics and machine learning technology, we discovered that the LDSB activation during OBBB and sleep is associated with similar changes in the EEG θ-activity. The OBBB causes the higher LDSB activation vs. sleep that is accompanied by specific changes in the low frequency EEG activity extracted by the power spectra analysis of the EEG dynamics combined with the coherence function. Thus, our findings demonstrate a link between neural activity associated with the LDSB activation during sleep and OBBB that is an important informative platform for extraction of the EEG-biomarkers of the LDSB activity. These results open new perspectives for the development of technology for the LDSB diagnostics that would open a novel era in the prognosis of brain diseases caused by the LDSB disorders, including OBBB.eng
dc.description.versionpublishedVersioneng
dc.identifier.urihttps://oa.tib.eu/renate/handle/123456789/11895
dc.identifier.urihttp://dx.doi.org/10.34657/10928
dc.language.isoeng
dc.publisherGotenburg : Research Network of Computational and Structural Biotechnology (RNCSB)
dc.relation.doihttps://doi.org/10.1016/j.csbj.2022.12.019
dc.relation.issn2001-0370
dc.rights.licenseCC BY 4.0 Unported
dc.rights.urihttps://creativecommons.org/licenses/by/4.0
dc.subject.ddc570
dc.subject.otherElectroencephalographyeng
dc.subject.otherLymphatic drainage system of the braineng
dc.subject.otherMachine learning methodseng
dc.subject.otherNon-linear analysiseng
dc.subject.otherOpening of the blood-brain barriereng
dc.subject.otherSleepeng
dc.titleEEG biomarkers of activation of the lymphatic drainage system of the brain during sleep and opening of the blood-brain barriereng
dc.typeArticleeng
dc.typeTexteng
tib.accessRightsopenAccess
wgl.contributorPIK
wgl.subjectBiowissenschaften/Biologieger
wgl.typeZeitschriftenartikelger
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