Multivariate analysis of correlation between electrophysiological and hemodynamic responses during cognitive processing.

Abstract:

:Animal and human studies have frequently shown that in primary sensory and motor regions the BOLD signal correlates positively with high-frequency and negatively with low-frequency neuronal activity. However, recent evidence suggests that this relationship may also vary across cortical areas. Detailed knowledge of the possible spectral diversity between electrophysiological and hemodynamic responses across the human cortex would be essential for neural-level interpretation of fMRI data and for informative multimodal combination of electromagnetic and hemodynamic imaging data, especially in cognitive tasks. We applied multivariate partial least squares correlation analysis to MEG-fMRI data recorded in a reading paradigm to determine the correlation patterns between the data types, at once, across the cortex. Our results revealed heterogeneous patterns of high-frequency correlation between MEG and fMRI responses, with marked dissociation between lower and higher order cortical regions. The low-frequency range showed substantial variance, with negative and positive correlations manifesting at different frequencies across cortical regions. These findings demonstrate the complexity of the neurophysiological counterparts of hemodynamic fluctuations in cognitive processing.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Kujala J,Sudre G,Vartiainen J,Liljeström M,Mitchell T,Salmelin R

doi

10.1016/j.neuroimage.2014.01.057

subject

Has Abstract

pub_date

2014-05-15 00:00:00

pages

207-16

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(14)00088-3

journal_volume

92

pub_type

杂志文章,随机对照试验
  • Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression.

    abstract::Combining electroencephalogram (EEG) recording and functional magnetic resonance imaging (fMRI) offers the potential for imaging brain activity with high spatial and temporal resolution. This potential remains limited by the significant ballistocardiogram (BCG) artifacts induced in the EEG by cardiac pulsation-related...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.06.088

    authors: Krishnaswamy P,Bonmassar G,Poulsen C,Pierce ET,Purdon PL,Brown EN

    更新日期:2016-03-01 00:00:00

  • Topology of genetic associations between regional gray matter volume and intellectual ability: Evidence for a high capacity network.

    abstract::Intelligence is associated with a network of distributed gray matter areas including the frontal and parietal higher association cortices and primary processing areas of the temporal and occipital lobes. Efficient information transfer between gray matter regions implicated in intelligence is thought to be critical for...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.09.046

    authors: Bohlken MM,Brouwer RM,Mandl RCW,Hedman AM,van den Heuvel MP,van Haren NEM,Kahn RS,Hulshoff Pol HE

    更新日期:2016-01-01 00:00:00

  • Segmentation of the mouse hippocampal formation in magnetic resonance images.

    abstract::The hippocampal formation plays an important role in cognition, spatial navigation, learning, and memory. High resolution magnetic resonance (MR) imaging makes it possible to study in vivo changes in the hippocampus over time and is useful for comparing hippocampal volume and structure in wild type and mutant mice. Su...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2011.06.025

    authors: Richards K,Watson C,Buckley RF,Kurniawan ND,Yang Z,Keller MD,Beare R,Bartlett PF,Egan GF,Galloway GJ,Paxinos G,Petrou S,Reutens DC

    更新日期:2011-10-01 00:00:00

  • A mass spectrometry imaging approach for investigating how drug-drug interactions influence drug blood-brain barrier permeability.

    abstract::There is a high need to develop quantitative imaging methods capable of providing detailed brain localization information of several molecular species simultaneously. In addition, extensive information on the effect of the blood-brain barrier on the penetration, distribution and efficacy of neuroactive compounds is re...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2018.01.013

    authors: Vallianatou T,Strittmatter N,Nilsson A,Shariatgorji M,Hamm G,Pereira M,Källback P,Svenningsson P,Karlgren M,Goodwin RJA,Andrén PE

    更新日期:2018-05-15 00:00:00

  • Unbiased tensor-based morphometry: improved robustness and sample size estimates for Alzheimer's disease clinical trials.

    abstract::Various neuroimaging measures are being evaluated for tracking Alzheimer's disease (AD) progression in therapeutic trials, including measures of structural brain change based on repeated scanning of patients with magnetic resonance imaging (MRI). Methods to compute brain change must be robust to scan quality. Biases m...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2012.10.086

    authors: Hua X,Hibar DP,Ching CR,Boyle CP,Rajagopalan P,Gutman BA,Leow AD,Toga AW,Jack CR Jr,Harvey D,Weiner MW,Thompson PM,Alzheimer's Disease Neuroimaging Initiative.

    更新日期:2013-02-01 00:00:00

  • Large-scale coupling dynamics of instructed reversal learning.

    abstract::The ability to rapidly learn from others by instruction is an important characteristic of human cognition. A recent study found that the rapid transfer from initial instructions to fluid behavior is supported by changes of functional connectivity between and within several large-scale brain networks, and particularly ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2017.11.049

    authors: Mohr H,Wolfensteller U,Ruge H

    更新日期:2018-02-15 00:00:00

  • Effective connectivity in target stimulus processing: a dynamic causal modeling study of visual oddball task.

    abstract:PURPOSE:To investigate the fundamental connectivity architecture of neural structures involved in the goal-directed processing of target events. METHODS:Twenty healthy volunteers underwent event-related functional magnetic resonance imaging (fMRI) while performing a standard oddball task. In the task, two types of vis...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2006.12.020

    authors: Brázdil M,Mikl M,Marecek R,Krupa P,Rektor I

    更新日期:2007-04-01 00:00:00

  • Neuroimaging of the periaqueductal gray: state of the field.

    abstract::This review and meta-analysis aims at summarizing and integrating the human neuroimaging studies that report periaqueductal gray (PAG) involvement; 250 original manuscripts on human neuroimaging of the PAG were identified. A narrative review and meta-analysis using activation likelihood estimates is included. Behavior...

    journal_title:NeuroImage

    pub_type: 杂志文章,meta分析,评审

    doi:10.1016/j.neuroimage.2011.11.095

    authors: Linnman C,Moulton EA,Barmettler G,Becerra L,Borsook D

    更新日期:2012-03-01 00:00:00

  • White matter microstructural variability mediates the relation between obesity and cognition in healthy adults.

    abstract::Obesity has been linked with structural and functional brain changes. However, the impact of obesity on brain and cognition in aging remains debatable, especially for white matter. We therefore aimed to determine the effects of obesity on white matter microstructure and potential implications for cognition in a well-c...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2018.01.028

    authors: Zhang R,Beyer F,Lampe L,Luck T,Riedel-Heller SG,Loeffler M,Schroeter ML,Stumvoll M,Villringer A,Witte AV

    更新日期:2018-05-15 00:00:00

  • Molecular X-ray computed tomography of myelin in a rat brain.

    abstract::In this work we demonstrate the feasibility of applying small-angle X-ray scattering computed tomography (SAXS-CT) for non-invasive molecular imaging of myelin sheaths in a rat brain. Our results show that the approach yields information on several quantities, including the relative myelin concentration, its periodici...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2011.04.013

    authors: Jensen TH,Bech M,Bunk O,Menzel A,Bouchet A,Le Duc G,Feidenhans'l R,Pfeiffer F

    更新日期:2011-07-01 00:00:00

  • Variational Bayesian mixed-effects inference for classification studies.

    abstract::Multivariate classification algorithms are powerful tools for predicting cognitive or pathophysiological states from neuroimaging data. Assessing the utility of a classifier in application domains such as cognitive neuroscience, brain-computer interfaces, or clinical diagnostics necessitates inference on classificatio...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2013.03.008

    authors: Brodersen KH,Daunizeau J,Mathys C,Chumbley JR,Buhmann JM,Stephan KE

    更新日期:2013-08-01 00:00:00

  • Fronto-cerebellar connectivity mediating cognitive processing speed.

    abstract::Processing speed is an important construct in understanding cognition. This study was aimed to control task specificity for understanding the neural mechanisms underlying cognitive processing speed. Forty young adult subjects performed attention tasks of two modalities (auditory and visual) and two levels of task rule...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2020.117556

    authors: Wong CHY,Liu J,Lee TMC,Tao J,Wong AWK,Chau BKH,Chen L,Chan CCH

    更新日期:2021-02-01 00:00:00

  • Oxytocin reduces neural activity in the pain circuitry when seeing pain in others.

    abstract::Our empathetic abilities allow us to feel the pain of others. This phenomenon of vicarious feeling arises because the neural circuitry of feeling pain and seeing pain in others is shared. The neuropeptide oxytocin (OXT) is considered a robust facilitator of empathy, as intranasal OXT studies have repeatedly been shown...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.03.049

    authors: Bos PA,Montoya ER,Hermans EJ,Keysers C,van Honk J

    更新日期:2015-06-01 00:00:00

  • Representational dynamics of object recognition: Feedforward and feedback information flows.

    abstract::Object perception involves a range of visual and cognitive processes, and is known to include both a feedfoward flow of information from early visual cortical areas to higher cortical areas, along with feedback from areas such as prefrontal cortex. Previous studies have found that low and high spatial frequency inform...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.01.006

    authors: Goddard E,Carlson TA,Dermody N,Woolgar A

    更新日期:2016-03-01 00:00:00

  • Focal cortical blood flow activation is regulated by intrinsic cortical cholinergic neurons.

    abstract::We evaluated the cholinergic mechanism underlying focal cortical vascular response to neuronal activation, using positron emission tomography for use on animals to measure cerebral blood flow and glucose metabolism activation upon vibrotactile stimulation in cats. Bromopyruvate, which blocks acetylcholine synthesis th...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.1996.0021

    authors: Fukuyama H,Ouchi Y,Matsuzaki S,Ogawa M,Yamauchi H,Nagahama Y,Kimura J,Yonekura Y,Shibasaki H,Tsukada H

    更新日期:1996-06-01 00:00:00

  • Functional specialization and generalization for grouping of stimuli based on colour and motion.

    abstract::This study was undertaken to learn whether the principle of functional specialization that is evident at the level of the prestriate visual cortex extends to areas that are involved in grouping visual stimuli according to attribute, and specifically according to colour and motion. Subjects viewed, in an fMRI scanner, ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2013.02.001

    authors: Zeki S,Stutters J

    更新日期:2013-06-01 00:00:00

  • On the interpretation of weight vectors of linear models in multivariate neuroimaging.

    abstract::The increase in spatiotemporal resolution of neuroimaging devices is accompanied by a trend towards more powerful multivariate analysis methods. Often it is desired to interpret the outcome of these methods with respect to the cognitive processes under study. Here we discuss which methods allow for such interpretation...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2013.10.067

    authors: Haufe S,Meinecke F,Görgen K,Dähne S,Haynes JD,Blankertz B,Bießmann F

    更新日期:2014-02-15 00:00:00

  • Size and probability of rewards modulate the feedback error-related negativity associated with wins but not losses in a monetarily rewarded gambling task.

    abstract::Feedback error-related negativity (fERN) has been referred to as a negative deflection in the event related potential (ERP), which distinguishes between wins and losses in terms of expected and unexpected outcomes. Some studies refer to the "expected outcome" as the probability to win vs. to lose, and others as expect...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2010.03.031

    authors: San Martín R,Manes F,Hurtado E,Isla P,Ibañez A

    更新日期:2010-07-01 00:00:00

  • The encoding of saccadic eye movements within human posterior parietal cortex.

    abstract::Over the last few years, several functionally distinct subregions of the posterior parietal cortex (PPC) have been shown to subserve oculomotor control. Since these areas seem to overlap with regions whose activation is related to attention, we used functional magnetic resonance imaging to compare the cerebral activat...

    journal_title:NeuroImage

    pub_type: 临床试验,杂志文章

    doi:10.1016/j.neuroimage.2003.12.039

    authors: Konen CS,Kleiser R,Wittsack HJ,Bremmer F,Seitz RJ

    更新日期:2004-05-01 00:00:00

  • Multi-session statistics on beamformed MEG data.

    abstract::Beamforming has been widely adopted as a source reconstruction technique in the analysis of magnetoencephalography data. Most beamforming implementations incorporate a spatially-varying rescaling (which we term weights normalisation) to correct for the inherent depth bias in raw beamformer estimates. Here, we demonstr...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2013.12.026

    authors: Luckhoo HT,Brookes MJ,Woolrich MW

    更新日期:2014-07-15 00:00:00

  • Is the P300 wave an endophenotype for schizophrenia? A meta-analysis and a family study.

    abstract:INTRODUCTION:We assessed the usefulness of the P300 wave as endophenotype for schizophrenia by means of a meta-analysis of the literature as well as our own family study. METHOD:Meta-analysis: We conducted a systematic search for articles published between 1983 and 2003 that reported P300 measures in non-psychotic rel...

    journal_title:NeuroImage

    pub_type: 杂志文章,meta分析

    doi:10.1016/j.neuroimage.2005.05.022

    authors: Bramon E,McDonald C,Croft RJ,Landau S,Filbey F,Gruzelier JH,Sham PC,Frangou S,Murray RM

    更新日期:2005-10-01 00:00:00

  • Agito ergo sum: Correlates of spatio-temporal motion characteristics during fMRI.

    abstract::The impact of in-scanner motion on functional magnetic resonance imaging (fMRI) data has a notorious reputation in the neuroimaging community. State-of-the-art guidelines advise to scrub out excessively corrupted frames as assessed by a composite framewise displacement (FD) score, to regress out models of nuisance var...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2019.116433

    authors: Bolton TAW,Kebets V,Glerean E,Zöller D,Li J,Yeo BTT,Caballero-Gaudes C,Van De Ville D

    更新日期:2020-04-01 00:00:00

  • Accuracy and sensitivity of detection of activation foci in the brain via statistical parametric mapping: a study using a PET simulator.

    abstract::Statistical parametric mapping (SPM) is currently the most widely used method for analysis of functional activation images. This paper reports a quantitative evaluation of the sensitivity and accuracy of SPM, using a realistic simulator of PET image formation, which accounted for the main physical processes involved i...

    journal_title:NeuroImage

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.1006/nimg.2000.0655

    authors: Davatzikos C,Li HH,Herskovits E,Resnick SM

    更新日期:2001-01-01 00:00:00

  • Longitudinal atlas for normative human brain development and aging over the lifespan using quantitative susceptibility mapping.

    abstract::Longitudinal brain atlases play an important role in the study of human brain development and cognition. Existing atlases are mainly based on anatomical features derived from T1-and T2-weighted MRI. A 4D developmental quantitative susceptibility mapping (QSM) atlas may facilitate the estimation of age-related iron cha...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2018.01.008

    authors: Zhang Y,Wei H,Cronin MJ,He N,Yan F,Liu C

    更新日期:2018-05-01 00:00:00

  • Functional networks and network perturbations in rodents.

    abstract::Synchronous low-frequency oscillation in the resting human brain has been found to form networks of functionally associated areas and hence has been widely used to map the functional connectivity of the brain using techniques such as resting-state functional MRI (rsfMRI). Interestingly, similar resting-state networks ...

    journal_title:NeuroImage

    pub_type: 杂志文章,评审

    doi:10.1016/j.neuroimage.2017.09.038

    authors: Chuang KH,Nasrallah FA

    更新日期:2017-12-01 00:00:00

  • Analysis of continuous infusion functional PET (fPET) in the human brain.

    abstract::Functional positron emission tomography (fPET) is a neuroimaging method involving continuous infusion of 18-F-fluorodeoxyglucose (FDG) radiotracer during the course of a PET examination. Compared with the conventional bolus administration of FDG in a static PET scan, which provides an average glucose uptake into the b...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2020.116720

    authors: Li S,Jamadar SD,Ward PGD,Premaratne M,Egan GF,Chen Z

    更新日期:2020-06-01 00:00:00

  • Functional MRI of the human amygdala?

    abstract::In view of an increasing number of publications that deal with functional mapping of the human amygdala using blood oxygenation-level-dependent (BOLD) magnetic resonance imaging, we reevaluated the underlying image quality of T2*-weighted echoplanar imaging (EPI) and fast low angle shot (FLASH) sequences at 2.0-T with...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.2001.0802

    authors: Merboldt KD,Fransson P,Bruhn H,Frahm J

    更新日期:2001-08-01 00:00:00

  • Precise Inference and Characterization of Structural Organization (PICASO) of tissue from molecular diffusion.

    abstract::Inferring the microstructure of complex media from the diffusive motion of molecules is a challenging problem in diffusion physics. In this paper, we introduce a novel representation of diffusion MRI (dMRI) signal from tissue with spatially-varying diffusivity using a diffusion disturbance function. This disturbance f...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.09.057

    authors: Ning L,Özarslan E,Westin CF,Rathi Y

    更新日期:2017-02-01 00:00:00

  • Shared orthographic neuronal representations for spelling and reading.

    abstract::A central question in the study of the neural basis of written language is whether reading and spelling utilize shared orthographic representations. While recent studies employing fMRI to test this question report that the left inferior frontal gyrus (IFG) and ventral occipitotemporal cortex (vOTC) are active during b...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.12.054

    authors: Purcell JJ,Jiang X,Eden GF

    更新日期:2017-02-15 00:00:00

  • The evaluation of preprocessing choices in single-subject BOLD fMRI using NPAIRS performance metrics.

    abstract::This work proposes an alternative to simulation-based receiver operating characteristic (ROC) analysis for assessment of fMRI data analysis methodologies. Specifically, we apply the rapidly developing nonparametric prediction, activation, influence, and reproducibility resampling (NPAIRS) framework to obtain cross-val...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1006/nimg.2002.1300

    authors: LaConte S,Anderson J,Muley S,Ashe J,Frutiger S,Rehm K,Hansen LK,Yacoub E,Hu X,Rottenberg D,Strother S

    更新日期:2003-01-01 00:00:00