Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.

Electroencephalography (EEG) has been commonly used to measure brain alterations in Alzheimer's Disease (AD). However, reported changes are limited to those obtained from using univariate measures, including activation level and frequency bands. To look beyond the activation level, we used mult...

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Published in:PLoS ONE
Main Authors: Hamed Karimi, Haniyeh Marefat, Mahdiyeh Khanbagi, Chris Kalafatis, Mohammad Hadi Modarres, Zahra Vahabi, Seyed-Mahdi Khaligh-Razavi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0264058&type=printable
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author Hamed Karimi
Haniyeh Marefat
Mahdiyeh Khanbagi
Chris Kalafatis
Mohammad Hadi Modarres
Zahra Vahabi
Seyed-Mahdi Khaligh-Razavi
author_facet Hamed Karimi
Haniyeh Marefat
Mahdiyeh Khanbagi
Chris Kalafatis
Mohammad Hadi Modarres
Zahra Vahabi
Seyed-Mahdi Khaligh-Razavi
author_sort Hamed Karimi
collection DOAJ
container_title PLoS ONE
description Electroencephalography (EEG) has been commonly used to measure brain alterations in Alzheimer's Disease (AD). However, reported changes are limited to those obtained from using univariate measures, including activation level and frequency bands. To look beyond the activation level, we used multivariate pattern analysis (MVPA) to extract patterns of information from EEG responses to images in an animacy categorization task. Comparing healthy controls (HC) with patients with mild cognitive impairment (MCI), we found that the neural speed of animacy information processing is decreased in MCI patients. Moreover, we found critical time-points during which the representational pattern of animacy for MCI patients was significantly discriminable from that of HC, while the activation level remained unchanged. Together, these results suggest that the speed and pattern of animacy information processing provide clinically useful information as a potential biomarker for detecting early changes in MCI and AD patients.
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spelling doaj-art-e7ee32844aff4faea07a99a5d746ed7a2025-08-20T01:32:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032022-01-01172e026405810.1371/journal.pone.0264058Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.Hamed KarimiHaniyeh MarefatMahdiyeh KhanbagiChris KalafatisMohammad Hadi ModarresZahra VahabiSeyed-Mahdi Khaligh-RazaviElectroencephalography (EEG) has been commonly used to measure brain alterations in Alzheimer's Disease (AD). However, reported changes are limited to those obtained from using univariate measures, including activation level and frequency bands. To look beyond the activation level, we used multivariate pattern analysis (MVPA) to extract patterns of information from EEG responses to images in an animacy categorization task. Comparing healthy controls (HC) with patients with mild cognitive impairment (MCI), we found that the neural speed of animacy information processing is decreased in MCI patients. Moreover, we found critical time-points during which the representational pattern of animacy for MCI patients was significantly discriminable from that of HC, while the activation level remained unchanged. Together, these results suggest that the speed and pattern of animacy information processing provide clinically useful information as a potential biomarker for detecting early changes in MCI and AD patients.https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0264058&type=printable
spellingShingle Hamed Karimi
Haniyeh Marefat
Mahdiyeh Khanbagi
Chris Kalafatis
Mohammad Hadi Modarres
Zahra Vahabi
Seyed-Mahdi Khaligh-Razavi
Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title_full Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title_fullStr Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title_full_unstemmed Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title_short Temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment.
title_sort temporal dynamics of animacy categorization in the brain of patients with mild cognitive impairment
url https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0264058&type=printable
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