Abnormalities in cortical sources of resting-state eyes-closed electroencephalographic (rsEEG) rhythms recorded by hospital settings (10-20 electrode montage) with 19 scalp electrodes provide useful markers of neurophysi-ological dysfunctions in the vigilance regulation in patients with Alzheimer's disease dementia (ADD). Here we tested whether these markers may be effective from a few scalp electrodes towards the use of low-cost recording devices. Clinical and rsEEG data acquired in hospital settings (10-20 electrode montage) from 88 ADD participants and 68 age-, education-, and sex-matched normal elderly controls (Nold) were available in an international Eurasian database. Standard spectral FFT analysis of rsEEG data for individual delta, theta, and alpha frequency bands was from C3-P3, C4-P4, P3-O1, and P4-O2 bipolar channels. As compared to the Nold group, the ADD group showed increased delta, theta, low-frequency alpha power density and decreased high-frequency alpha power density at all those bipolar channels. The highest classifi-cation accuracy between the ADD and Nold individuals reached 90 % (area under the receiver operating characteristic curve) using Alpha2/Theta power density computed at the C3-P3 bipolar channel. Standard rsEEG power density computed from a few posterior bipolar channels successfully classified Nold and ADD individuals, thus encouraging a massive prescreening of neurophysiological mechanisms underpinning the vigilance dysregulation in underserved old seniors.

What a single electroencephalographic (EEG) channel can tell us about patients with dementia due to Alzheimer's disease / Del Percio, C., Noce, G., Lopez, S., Tucci, F., Carlin, G., Lizio, R., Musat, A.M., Soricelli, A., Salvatore, M., Ferri, R., Nobili, F., Arnaldi, D., Famà, F., Buttinelli, C., Giubilei, F., Marizzoni, M., Güntekin, B., Yener, G., Stocchi, F., Vacca, L., et al.. - In: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. - ISSN 0167-8760. - 182:(2022), pp. 169-181. [10.1016/j.ijpsycho.2022.10.011]

What a single electroencephalographic (EEG) channel can tell us about patients with dementia due to Alzheimer's disease

Del Percio, Claudio
Primo
Writing – Original Draft Preparation
;
Noce, Giuseppe
Formal Analysis
;
Lopez, Susanna
Formal Analysis
;
Tucci, Federico
Formal Analysis
;
Carlin, Graziano
Formal Analysis
;
Lizio, Roberta
Formal Analysis
;
Musat, Andreea M
Formal Analysis
;
Buttinelli, Carla
Membro del Collaboration Group
;
Giubilei, Franco
Membro del Collaboration Group
;
Stocchi, Fabrizio
Membro del Collaboration Group
;
Babiloni, Claudio
Writing – Review & Editing
2022

Abstract

Abnormalities in cortical sources of resting-state eyes-closed electroencephalographic (rsEEG) rhythms recorded by hospital settings (10-20 electrode montage) with 19 scalp electrodes provide useful markers of neurophysi-ological dysfunctions in the vigilance regulation in patients with Alzheimer's disease dementia (ADD). Here we tested whether these markers may be effective from a few scalp electrodes towards the use of low-cost recording devices. Clinical and rsEEG data acquired in hospital settings (10-20 electrode montage) from 88 ADD participants and 68 age-, education-, and sex-matched normal elderly controls (Nold) were available in an international Eurasian database. Standard spectral FFT analysis of rsEEG data for individual delta, theta, and alpha frequency bands was from C3-P3, C4-P4, P3-O1, and P4-O2 bipolar channels. As compared to the Nold group, the ADD group showed increased delta, theta, low-frequency alpha power density and decreased high-frequency alpha power density at all those bipolar channels. The highest classifi-cation accuracy between the ADD and Nold individuals reached 90 % (area under the receiver operating characteristic curve) using Alpha2/Theta power density computed at the C3-P3 bipolar channel. Standard rsEEG power density computed from a few posterior bipolar channels successfully classified Nold and ADD individuals, thus encouraging a massive prescreening of neurophysiological mechanisms underpinning the vigilance dysregulation in underserved old seniors.
2022
bipolar rseeg spectral power density; classification; dementia due to alzheimer's disease (add); resting state electroencephalographic (rseeg) rhythms; telemonitoring and prevention
01 Pubblicazione su rivista::01a Articolo in rivista
What a single electroencephalographic (EEG) channel can tell us about patients with dementia due to Alzheimer's disease / Del Percio, C., Noce, G., Lopez, S., Tucci, F., Carlin, G., Lizio, R., Musat, A.M., Soricelli, A., Salvatore, M., Ferri, R., Nobili, F., Arnaldi, D., Famà, F., Buttinelli, C., Giubilei, F., Marizzoni, M., Güntekin, B., Yener, G., Stocchi, F., Vacca, L., et al.. - In: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. - ISSN 0167-8760. - 182:(2022), pp. 169-181. [10.1016/j.ijpsycho.2022.10.011]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1672758
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