Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.

In humans, theta band (5-7 Hz) power typically increases when performing cognitively demanding working memory (WM) tasks, and simultaneous EEG-fMRI recordings have revealed an inverse relationship between theta power and the BOLD (blood oxygen level dependent) signal in the default mode network duri...

Full description

Bibliographic Details
Main Authors: Lars Michels, Rafael Lüchinger, Thomas Koenig, Ernst Martin, Daniel Brandeis
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3391196?pdf=render
id doaj-52e3fd297690490f973a7d00f75f1a1b
record_format Article
spelling doaj-52e3fd297690490f973a7d00f75f1a1b2020-11-25T01:14:07ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0177e3944710.1371/journal.pone.0039447Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.Lars MichelsRafael LüchingerThomas KoenigErnst MartinDaniel BrandeisIn humans, theta band (5-7 Hz) power typically increases when performing cognitively demanding working memory (WM) tasks, and simultaneous EEG-fMRI recordings have revealed an inverse relationship between theta power and the BOLD (blood oxygen level dependent) signal in the default mode network during WM. However, synchronization also plays a fundamental role in cognitive processing, and the level of theta and higher frequency band synchronization is modulated during WM. Yet, little is known about the link between BOLD, EEG power, and EEG synchronization during WM, and how these measures develop with human brain maturation or relate to behavioral changes. We examined EEG-BOLD signal correlations from 18 young adults and 15 school-aged children for age-dependent effects during a load-modulated Sternberg WM task. Frontal load (in-)dependent EEG theta power was significantly enhanced in children compared to adults, while adults showed stronger fMRI load effects. Children demonstrated a stronger negative correlation between global theta power and the BOLD signal in the default mode network relative to adults. Therefore, we conclude that theta power mediates the suppression of a task-irrelevant network. We further conclude that children suppress this network even more than adults, probably from an increased level of task-preparedness to compensate for not fully mature cognitive functions, reflected in lower response accuracy and increased reaction time. In contrast to power, correlations between instantaneous theta global field synchronization and the BOLD signal were exclusively positive in both age groups but only significant in adults in the frontal-parietal and posterior cingulate cortices. Furthermore, theta synchronization was weaker in children and was--in contrast to EEG power--positively correlated with response accuracy in both age groups. In summary we conclude that theta EEG-BOLD signal correlations differ between spectral power and synchronization and that these opposite correlations with different distributions undergo similar and significant neuronal developments with brain maturation.http://europepmc.org/articles/PMC3391196?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Lars Michels
Rafael Lüchinger
Thomas Koenig
Ernst Martin
Daniel Brandeis
spellingShingle Lars Michels
Rafael Lüchinger
Thomas Koenig
Ernst Martin
Daniel Brandeis
Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
PLoS ONE
author_facet Lars Michels
Rafael Lüchinger
Thomas Koenig
Ernst Martin
Daniel Brandeis
author_sort Lars Michels
title Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
title_short Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
title_full Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
title_fullStr Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
title_full_unstemmed Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory.
title_sort developmental changes of bold signal correlations with global human eeg power and synchronization during working memory.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description In humans, theta band (5-7 Hz) power typically increases when performing cognitively demanding working memory (WM) tasks, and simultaneous EEG-fMRI recordings have revealed an inverse relationship between theta power and the BOLD (blood oxygen level dependent) signal in the default mode network during WM. However, synchronization also plays a fundamental role in cognitive processing, and the level of theta and higher frequency band synchronization is modulated during WM. Yet, little is known about the link between BOLD, EEG power, and EEG synchronization during WM, and how these measures develop with human brain maturation or relate to behavioral changes. We examined EEG-BOLD signal correlations from 18 young adults and 15 school-aged children for age-dependent effects during a load-modulated Sternberg WM task. Frontal load (in-)dependent EEG theta power was significantly enhanced in children compared to adults, while adults showed stronger fMRI load effects. Children demonstrated a stronger negative correlation between global theta power and the BOLD signal in the default mode network relative to adults. Therefore, we conclude that theta power mediates the suppression of a task-irrelevant network. We further conclude that children suppress this network even more than adults, probably from an increased level of task-preparedness to compensate for not fully mature cognitive functions, reflected in lower response accuracy and increased reaction time. In contrast to power, correlations between instantaneous theta global field synchronization and the BOLD signal were exclusively positive in both age groups but only significant in adults in the frontal-parietal and posterior cingulate cortices. Furthermore, theta synchronization was weaker in children and was--in contrast to EEG power--positively correlated with response accuracy in both age groups. In summary we conclude that theta EEG-BOLD signal correlations differ between spectral power and synchronization and that these opposite correlations with different distributions undergo similar and significant neuronal developments with brain maturation.
url http://europepmc.org/articles/PMC3391196?pdf=render
work_keys_str_mv AT larsmichels developmentalchangesofboldsignalcorrelationswithglobalhumaneegpowerandsynchronizationduringworkingmemory
AT rafaelluchinger developmentalchangesofboldsignalcorrelationswithglobalhumaneegpowerandsynchronizationduringworkingmemory
AT thomaskoenig developmentalchangesofboldsignalcorrelationswithglobalhumaneegpowerandsynchronizationduringworkingmemory
AT ernstmartin developmentalchangesofboldsignalcorrelationswithglobalhumaneegpowerandsynchronizationduringworkingmemory
AT danielbrandeis developmentalchangesofboldsignalcorrelationswithglobalhumaneegpowerandsynchronizationduringworkingmemory
_version_ 1725158732230295552