Cargando…

Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?

Alzheimer’s disease (AD) pathological changes may begin up to decades earlier than the appearance of the first symptoms of cognitive decline. Subjective cognitive decline (SCD) could be the first pre-clinical sign of possible AD, which might be followed by mild cognitive impairment (MCI), the initia...

Descripción completa

Detalles Bibliográficos
Autores principales: Lassi, Michael, Fabbiani, Carlo, Mazzeo, Salvatore, Burali, Rachele, Vergani, Alberto Arturo, Giacomucci, Giulia, Moschini, Valentina, Morinelli, Carmen, Emiliani, Filippo, Scarpino, Maenia, Bagnoli, Silvia, Ingannato, Assunta, Nacmias, Benedetta, Padiglioni, Sonia, Micera, Silvestro, Sorbi, Sandro, Grippo, Antonello, Bessi, Valentina, Mazzoni, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149415/
https://www.ncbi.nlm.nih.gov/pubmed/37094437
http://dx.doi.org/10.1016/j.nicl.2023.103407
_version_ 1785035158063153152
author Lassi, Michael
Fabbiani, Carlo
Mazzeo, Salvatore
Burali, Rachele
Vergani, Alberto Arturo
Giacomucci, Giulia
Moschini, Valentina
Morinelli, Carmen
Emiliani, Filippo
Scarpino, Maenia
Bagnoli, Silvia
Ingannato, Assunta
Nacmias, Benedetta
Padiglioni, Sonia
Micera, Silvestro
Sorbi, Sandro
Grippo, Antonello
Bessi, Valentina
Mazzoni, Alberto
author_facet Lassi, Michael
Fabbiani, Carlo
Mazzeo, Salvatore
Burali, Rachele
Vergani, Alberto Arturo
Giacomucci, Giulia
Moschini, Valentina
Morinelli, Carmen
Emiliani, Filippo
Scarpino, Maenia
Bagnoli, Silvia
Ingannato, Assunta
Nacmias, Benedetta
Padiglioni, Sonia
Micera, Silvestro
Sorbi, Sandro
Grippo, Antonello
Bessi, Valentina
Mazzoni, Alberto
author_sort Lassi, Michael
collection PubMed
description Alzheimer’s disease (AD) pathological changes may begin up to decades earlier than the appearance of the first symptoms of cognitive decline. Subjective cognitive decline (SCD) could be the first pre-clinical sign of possible AD, which might be followed by mild cognitive impairment (MCI), the initial stage of clinical cognitive decline. However, the neural correlates of these prodromic stages are not completely clear yet. Recent studies suggest that EEG analysis tools characterizing the cortical activity as a whole, such as microstates and cortical regions connectivity, might support a characterization of SCD and MCI conditions. Here we test this approach by performing a broad set of analyses to identify the prominent EEG markers differentiating SCD (n = 57), MCI (n = 46) and healthy control subjects (HC, n = 19). We found that the salient differences were in the temporal structure of the microstates patterns, with MCI being associated with less complex sequences due to the altered transition probability, frequency and duration of canonic microstate C. Spectral content of EEG, network connectivity, and spatial arrangement of microstates were instead largely similar in the three groups. Interestingly, comparing properties of EEG microstates in different cerebrospinal fluid (CSF) biomarkers profiles, we found that canonic microstate C displayed significant differences in topography in AD-like profile. These results show that the progression of dementia might be associated with a degradation of the cortical organization captured by microstates analysis, and that this leads to altered transitions between cortical states. Overall, our approach paves the way for the use of non-invasive EEG recordings in the identification of possible biomarkers of progression to AD from its prodromal states.
format Online
Article
Text
id pubmed-10149415
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-101494152023-05-02 Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum? Lassi, Michael Fabbiani, Carlo Mazzeo, Salvatore Burali, Rachele Vergani, Alberto Arturo Giacomucci, Giulia Moschini, Valentina Morinelli, Carmen Emiliani, Filippo Scarpino, Maenia Bagnoli, Silvia Ingannato, Assunta Nacmias, Benedetta Padiglioni, Sonia Micera, Silvestro Sorbi, Sandro Grippo, Antonello Bessi, Valentina Mazzoni, Alberto Neuroimage Clin Regular Article Alzheimer’s disease (AD) pathological changes may begin up to decades earlier than the appearance of the first symptoms of cognitive decline. Subjective cognitive decline (SCD) could be the first pre-clinical sign of possible AD, which might be followed by mild cognitive impairment (MCI), the initial stage of clinical cognitive decline. However, the neural correlates of these prodromic stages are not completely clear yet. Recent studies suggest that EEG analysis tools characterizing the cortical activity as a whole, such as microstates and cortical regions connectivity, might support a characterization of SCD and MCI conditions. Here we test this approach by performing a broad set of analyses to identify the prominent EEG markers differentiating SCD (n = 57), MCI (n = 46) and healthy control subjects (HC, n = 19). We found that the salient differences were in the temporal structure of the microstates patterns, with MCI being associated with less complex sequences due to the altered transition probability, frequency and duration of canonic microstate C. Spectral content of EEG, network connectivity, and spatial arrangement of microstates were instead largely similar in the three groups. Interestingly, comparing properties of EEG microstates in different cerebrospinal fluid (CSF) biomarkers profiles, we found that canonic microstate C displayed significant differences in topography in AD-like profile. These results show that the progression of dementia might be associated with a degradation of the cortical organization captured by microstates analysis, and that this leads to altered transitions between cortical states. Overall, our approach paves the way for the use of non-invasive EEG recordings in the identification of possible biomarkers of progression to AD from its prodromal states. Elsevier 2023-04-19 /pmc/articles/PMC10149415/ /pubmed/37094437 http://dx.doi.org/10.1016/j.nicl.2023.103407 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Lassi, Michael
Fabbiani, Carlo
Mazzeo, Salvatore
Burali, Rachele
Vergani, Alberto Arturo
Giacomucci, Giulia
Moschini, Valentina
Morinelli, Carmen
Emiliani, Filippo
Scarpino, Maenia
Bagnoli, Silvia
Ingannato, Assunta
Nacmias, Benedetta
Padiglioni, Sonia
Micera, Silvestro
Sorbi, Sandro
Grippo, Antonello
Bessi, Valentina
Mazzoni, Alberto
Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title_full Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title_fullStr Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title_full_unstemmed Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title_short Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?
title_sort degradation of eeg microstates patterns in subjective cognitive decline and mild cognitive impairment: early biomarkers along the alzheimer’s disease continuum?
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149415/
https://www.ncbi.nlm.nih.gov/pubmed/37094437
http://dx.doi.org/10.1016/j.nicl.2023.103407
work_keys_str_mv AT lassimichael degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT fabbianicarlo degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT mazzeosalvatore degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT buralirachele degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT verganialbertoarturo degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT giacomuccigiulia degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT moschinivalentina degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT morinellicarmen degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT emilianifilippo degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT scarpinomaenia degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT bagnolisilvia degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT ingannatoassunta degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT nacmiasbenedetta degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT padiglionisonia degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT micerasilvestro degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT sorbisandro degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT grippoantonello degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT bessivalentina degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum
AT mazzonialberto degradationofeegmicrostatespatternsinsubjectivecognitivedeclineandmildcognitiveimpairmentearlybiomarkersalongthealzheimersdiseasecontinuum