Changes in resting connectivity with age: a simultaneous electroencephalogram and functional magnetic resonance imaging investigation

被引:41
作者
Balsters, Joshua Henk [1 ]
O'Connell, Redmond G. [1 ]
Galli, Alessandra [1 ]
Nolan, Hugh [2 ]
Greco, Eleanora [1 ]
Kilcullen, Sophia M. [1 ]
Bokde, Arun L. W. [1 ]
Lai, Robert [3 ]
Upton, Neil [3 ]
Robertson, Ian H. [1 ]
机构
[1] Trinity Coll Dublin, Trinity Coll, Inst Neurosci, Dublin 2, Ireland
[2] Trinity Coll Dublin, Trinity Ctr Bioengn, Dublin 2, Ireland
[3] GlaxoSmithKline, Neurosci Ctr Excellence Drug Discovery, Harlow, Essex, England
基金
爱尔兰科学基金会;
关键词
Aging; Simultaneous EEG/fMRI; Resting-state networks; Default mode network; Hippocampus; Prefrontal cortex; EVENT-RELATED FMRI; SIMULTANEOUS EEG-FMRI; SCALE BRAIN SYSTEMS; ALZHEIMERS-DISEASE; BOLD SIGNAL; INDEPENDENT COMPONENTS; HEMODYNAMIC-RESPONSE; COGNITIVE IMPAIRMENT; STROOP INTERFERENCE; ARTIFACT CORRECTION;
D O I
10.1016/j.neurobiolaging.2013.03.004
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Resting fluctuations in the blood oxygenation level-dependent signal have attracted considerable interest for their sensitivity to pathological brain processes. However, these analyses are susceptible to confound by nonneural physiological factors such as vasculature, breathing, and head movement which is a concern when investigating elderly or pathological groups. Here, we used simultaneous electroencephalogram (EEG) and functional magnetic resonance imaging (fMRI) (EEG/fMRI) to constrain the analysis of resting state networks (RSNs) and identify aging differences. Four of 26 RSNs showed fMRI and EEG/fMRI group differences; anterior default-mode network, left frontal-parietal network, bilateral middle frontal, and postcentral gyri. Seven RSNs showed only EEG/fMRI differences suggesting the combination of these 2 methods might be more sensitive to age-related neural changes than fMRI alone. Five RSNs showed only fMRI differences and might reflect nonneural group differences. Activity within some EEG/fMRI RSNs was better explained by neuropsychological measures (Mini Mental State Examination and Stroop) than age. These results support previous studies suggesting that age-related changes in specific RSNs are neural in origin, and show that changes in some RSNs relate better to elderly cognition than age. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:2194 / 2207
页数:14
相关论文
共 91 条
[61]   Selective effects of aging on brain white matter microstructure: A diffusion tensor imaging tractography study [J].
Michielse, Stijn ;
Coupland, Nick ;
Camicioli, Richard ;
Carter, Rawle ;
Seres, Peter ;
Sabino, Jennifer ;
Malykhin, Nikolai .
NEUROIMAGE, 2010, 52 (04) :1190-1201
[62]   Attentional control in the aging brain: Insights from an fMRI study of the Stroop task [J].
Milham, MP ;
Erickson, KI ;
Banich, MT ;
Kramer, AF ;
Webb, A ;
Wszalek, T ;
Cohen, NJ .
BRAIN AND COGNITION, 2002, 49 (03) :277-296
[63]   Realignment parameter-informed artefact correction for simultaneous EEG-fMRI recordings [J].
Moosmann, Matthias ;
Schoenfelder, Vinzenz H. ;
Specht, Karsten ;
Scheeringa, Rene ;
Nordby, Helge ;
Hugdahl, Kenneth .
NEUROIMAGE, 2009, 45 (04) :1144-1150
[64]   Individual analysis of EEG frequency and band power in mild Alzheimer's disease [J].
Moretti, DV ;
Babiloni, C ;
Binetti, G ;
Cassetta, E ;
Dal Forno, G ;
Ferreric, F ;
Ferri, R ;
Lanuzza, B ;
Miniussi, C ;
Nobili, F ;
Rodriguez, G ;
Salinari, S ;
Rossini, PM .
CLINICAL NEUROPHYSIOLOGY, 2004, 115 (02) :299-308
[65]   Improved artifact correction for combined electroencephalography/functional MRI by means of synchronization and use of vectorcardiogram recordings [J].
Mullinger, Karen J. ;
Morgan, Paul S. ;
Bowtell, Richard W. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2008, 27 (03) :607-616
[66]   Spectral characteristics of resting state networks [J].
Niazy, Rami K. ;
Xie, Jingyi ;
Miller, Karla ;
Beckmann, Christian F. ;
Smith, Stephen M. .
SLOW BRAIN OSCILLATIONS OF SLEEP, RESTING STATE AND VIGILANCE, 2011, 193 :259-276
[67]   Removal of FMRI environment artifacts from EEG data using optimal basis sets [J].
Niazy, RK ;
Beckmann, CF ;
Iannetti, GD ;
Brady, JM ;
Smith, SM .
NEUROIMAGE, 2005, 28 (03) :720-737
[68]   FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection [J].
Nolan, H. ;
Whelan, R. ;
Reilly, R. B. .
JOURNAL OF NEUROSCIENCE METHODS, 2010, 192 (01) :152-162
[70]   Longitudinal evidence for diminished frontal cortex function in aging [J].
Nyberg, Lars ;
Salami, Alireza ;
Andersson, Mikael ;
Eriksson, Johan ;
Kalpouzos, Gregoria ;
Kauppi, Karolina ;
Lind, Johanna ;
Pudas, Sara ;
Persson, Jonas ;
Nilsson, Lars-Goran .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (52) :22682-22686