Disentangling in vivo the effects of iron content and atrophy on the ageing human brain.

Abstract:

:Evidence from magnetic resonance imaging (MRI) studies shows that healthy aging is associated with profound changes in cortical and subcortical brain structures. The reliable delineation of cortex and basal ganglia using automated computational anatomy methods based on T1-weighted images remains challenging, which results in controversies in the literature. In this study we use quantitative MRI (qMRI) to gain an insight into the microstructural mechanisms underlying tissue ageing and look for potential interactions between ageing and brain tissue properties to assess their impact on automated tissue classification. To this end we acquired maps of longitudinal relaxation rate R1, effective transverse relaxation rate R2* and magnetization transfer - MT, from healthy subjects (n=96, aged 21-88 years) using a well-established multi-parameter mapping qMRI protocol. Within the framework of voxel-based quantification we find higher grey matter volume in basal ganglia, cerebellar dentate and prefrontal cortex when tissue classification is based on MT maps compared with T1 maps. These discrepancies between grey matter volume estimates can be attributed to R2* - a surrogate marker of iron concentration, and further modulation by an interaction between R2* and age, both in cortical and subcortical areas. We interpret our findings as direct evidence for the impact of ageing-related brain tissue property changes on automated tissue classification of brain structures using SPM12. Computational anatomy studies of ageing and neurodegeneration should acknowledge these effects, particularly when inferring about underlying pathophysiology from regional cortex and basal ganglia volume changes.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Lorio S,Lutti A,Kherif F,Ruef A,Dukart J,Chowdhury R,Frackowiak RS,Ashburner J,Helms G,Weiskopf N,Draganski B

doi

10.1016/j.neuroimage.2014.09.044

subject

Has Abstract

pub_date

2014-12-01 00:00:00

pages

280-289

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(14)00786-1

journal_volume

103

pub_type

杂志文章
  • A tale of two itches. Common features and notable differences in brain activation evoked by cowhage and histamine induced itch.

    abstract::Previous PET and fMRI brain imaging studies targeting neural networks processing itch sensation have used histamine as the sole itch inducer. In contrast with histamine, cowhage-induced itch is mediated via proteinase activated receptors PAR2 and is transmitted through a separate spinothalamic pathway, therefore imagi...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2011.10.099

    authors: Papoiu AD,Coghill RC,Kraft RA,Wang H,Yosipovitch G

    更新日期:2012-02-15 00:00:00

  • Alterations of resting state functional network connectivity in the brain of nicotine and alcohol users.

    abstract::Alcohol and nicotine intake result in neurological alterations at the circuit level. Resting state functional connectivity has shown great potential in identifying these alterations. However, current studies focus on specific seeds and leave out many brain regions where effects might exist. The present study uses a da...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.11.012

    authors: Vergara VM,Liu J,Claus ED,Hutchison K,Calhoun V

    更新日期:2017-05-01 00:00:00

  • Sliding window correlation analysis: Modulating window shape for dynamic brain connectivity in resting state.

    abstract::The sliding window correlation (SWC) analysis is a straightforward and common approach for evaluating dynamic functional connectivity. Despite the fact that sliding window analyses have been long used, there are still considerable technical issues associated with the approach. A great effort has recently been dedicate...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2019.02.001

    authors: Mokhtari F,Akhlaghi MI,Simpson SL,Wu G,Laurienti PJ

    更新日期:2019-04-01 00:00:00

  • Ultra-high resolution blood volume fMRI and BOLD fMRI in humans at 9.4 T: Capabilities and challenges.

    abstract::Functional mapping of cerebral blood volume (CBV) changes has the potential to reveal brain activity with high localization specificity at the level of cortical layers and columns. Non-invasive CBV imaging using Vascular Space Occupancy (VASO) at ultra-high magnetic field strengths promises high spatial specificity bu...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2018.06.025

    authors: Huber L,Tse DHY,Wiggins CJ,Uludağ K,Kashyap S,Jangraw DC,Bandettini PA,Poser BA,Ivanov D

    更新日期:2018-09-01 00:00:00

  • Faith and oscillations recovered: On analyzing EEG/MEG signals during tACS.

    abstract::Despite recent success in analyzing brain oscillations recorded during transcranial alternating current stimulation (tACS), the field still requires further research to establish standards in artifact removal methods. This includes taking a step back from the removal of the tACS artifact and thoroughly characterizing ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.11.022

    authors: Neuling T,Ruhnau P,Weisz N,Herrmann CS,Demarchi G

    更新日期:2017-02-15 00:00:00

  • Basal ganglia are active during motor performance recovery after a demanding motor task.

    abstract::Motor performance recovery after a demanding finger motor task does not follow the excitability dynamics of primary motor cortex (M1), which remains depressed also when performance is restored. Thus, other neural circuits are supposed to cope with central fatigue, re-establishing adequate motor performance levels. A h...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2012.10.012

    authors: Bonzano L,Tacchino A,Saitta L,Roccatagliata L,Avanzino L,Mancardi GL,Bove M

    更新日期:2013-01-15 00:00:00

  • Analyzing for information, not activation, to exploit high-resolution fMRI.

    abstract::High-resolution functional magnetic resonance imaging (hi-res fMRI) promises to help bridge the gap between the macro- and the microview of brain function afforded by conventional neuroimaging and invasive cell recording, respectively. Hi-res fMRI (voxel volume

    journal_title:NeuroImage

    pub_type: 杂志文章,评审

    doi:10.1016/j.neuroimage.2007.02.022

    authors: Kriegeskorte N,Bandettini P

    更新日期:2007-12-01 00:00:00

  • A rapid topographic mapping and eye alignment method using optical imaging in Macaque visual cortex.

    abstract::In optical imaging experiments, it is often advantageous to map the field of view and to converge the eyes without electrophysiological recording. This occurs when limited space precludes placement of an electrode or in chronic optical chambers in which one may not want to introduce an electrode each session or for de...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2008.10.007

    authors: Lu HD,Chen G,Ts'o DY,Roe AW

    更新日期:2009-02-01 00:00:00

  • Local linear discriminant analysis (LLDA) for group and region of interest (ROI)-based fMRI analysis.

    abstract::A post-processing method for group discriminant analysis of fMRI is proposed. It assumes that the fMRI data have been pre-processed and analyzed so that each voxel is given a statistic specifying task-related activation(s), and that individually specific regions of interest (ROIs) have been drawn for each subject. The...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2007.04.072

    authors: McKeown MJ,Li J,Huang X,Lewis MM,Rhee S,Young Truong KN,Wang ZJ

    更新日期:2007-09-01 00:00:00

  • Segregation of visceral and somatosensory afferents: an fMRI and cytoarchitectonic mapping study.

    abstract::Ano-rectal stimulation provides an important model for the processing of somatosensory and visceral sensations in the human nervous system. In spite of their anatomical proximity, the anal canal is innervated by somatosensory afferents whereas the rectum is innervated by the visceral nervous system. In a functional ma...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2006.01.023

    authors: Eickhoff SB,Lotze M,Wietek B,Amunts K,Enck P,Zilles K

    更新日期:2006-07-01 00:00:00

  • A heuristic for the degrees of freedom of statistics based on multiple variance parameters.

    abstract::In neuroimaging, data are often modeled using general linear models. Here, we focus on GLMs with error covariances which are modeled as a linear combination of multiple variance/covariance components. Each of these components is weighted by one variance parameter. In many analyses variance parameters are estimated usi...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/s1053-8119(03)00308-2

    authors: Kiebel SJ,Glaser DE,Friston KJ

    更新日期:2003-09-01 00:00:00

  • The posterior cingulate and medial prefrontal cortex mediate the anticipatory allocation of spatial attention.

    abstract::The purpose of this study was to identify brain regions underlying internally generated anticipatory biases toward locations where significant events are expected to occur. Subjects fixated centrally and responded to peripheral targets preceded by a spatially valid (predictive), invalid (misleading), or neutral centra...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/s1053-8119(02)00012-5

    authors: Small DM,Gitelman DR,Gregory MD,Nobre AC,Parrish TB,Mesulam MM

    更新日期:2003-03-01 00:00:00

  • Language in context: emergent features of word, sentence, and narrative comprehension.

    abstract::Context exerts a powerful effect on cognitive performance and is clearly important for language processing, where lexical, sentential, and narrative contexts should differentially engage neural systems that support lexical, compositional, and discourse level semantics. Equally important, but thus far unexplored, is th...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2004.12.013

    authors: Xu J,Kemeny S,Park G,Frattali C,Braun A

    更新日期:2005-04-15 00:00:00

  • Understanding the neural mechanisms involved in sensory control of voice production.

    abstract::Auditory feedback is important for the control of voice fundamental frequency (F0). In the present study we used neuroimaging to identify regions of the brain responsible for sensory control of the voice. We used a pitch-shift paradigm where subjects respond to an alteration, or shift, of voice pitch auditory feedback...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2012.02.068

    authors: Parkinson AL,Flagmeier SG,Manes JL,Larson CR,Rogers B,Robin DA

    更新日期:2012-05-15 00:00:00

  • Automatic search for fMRI connectivity mapping: an alternative to Granger causality testing using formal equivalences among SEM path modeling, VAR, and unified SEM.

    abstract::Modeling the relationships among brain regions of interest (ROIs) carries unique potential to explicate how the brain orchestrates information processing. However, hurdles arise when using functional MRI data. Variation in ROI activity contains sequential dependencies and shared influences on synchronized activation. ...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2009.12.117

    authors: Gates KM,Molenaar PC,Hillary FG,Ram N,Rovine MJ

    更新日期:2010-04-15 00:00:00

  • A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation.

    abstract::Modeling and analysis of MR images of the developing human brain is a challenge due to rapid changes in brain morphology and morphometry. We present an approach to the construction of a spatiotemporal atlas of the fetal brain with temporal models of MR intensity, tissue probability and shape changes. This spatiotempor...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2010.06.054

    authors: Habas PA,Kim K,Corbett-Detig JM,Rousseau F,Glenn OA,Barkovich AJ,Studholme C

    更新日期:2010-11-01 00:00:00

  • Neurovascular coupling is impaired in cerebral microangiopathy--An event-related Stroop study.

    abstract::Small-vessel disease or cerebral microangiopathy is a common finding in elderly people leading finally to subcortical ischemic vascular dementia. Because cerebral microangiopathy impairs vascular reactivity and affects mainly the frontal lobes, we hypothesized that brain activation decreases during an event-related co...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2006.09.001

    authors: Schroeter ML,Cutini S,Wahl MM,Scheid R,Yves von Cramon D

    更新日期:2007-01-01 00:00:00

  • Human brain diffusion tensor imaging at submillimeter isotropic resolution on a 3Tesla clinical MRI scanner.

    abstract::The advantages of high-resolution diffusion tensor imaging (DTI) have been demonstrated in a recent post-mortem human brain study (Miller et al., NeuroImage 2011;57(1):167-181), showing that white matter fiber tracts can be much more accurately detected in data at a submillimeter isotropic resolution. To our knowledge...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2015.06.016

    authors: Chang HC,Sundman M,Petit L,Guhaniyogi S,Chu ML,Petty C,Song AW,Chen NK

    更新日期:2015-09-01 00:00:00

  • Assessment of the early organization and maturation of infants' cerebral white matter fiber bundles: a feasibility study using quantitative diffusion tensor imaging and tractography.

    abstract::The human infant is particularly immature at birth and brain maturation, with the myelination of white matter fibers, is protracted until adulthood. Diffusion tensor imaging offers the possibility to describe non invasively the fascicles spatial organization at an early stage and to follow the cerebral maturation with...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2005.11.022

    authors: Dubois J,Hertz-Pannier L,Dehaene-Lambertz G,Cointepas Y,Le Bihan D

    更新日期:2006-05-01 00:00:00

  • Parietal cortex tracks the amount of information retrieved even when it is not the basis of a memory decision.

    abstract::Although the parietal cortex is not conventionally associated with memory, a large number of recent fMRI studies have suggested that that the parietal cortex may play a role in recognition memory. Activity in the lateral parietal cortex is correlated with the subjective impression that an item is old. It has therefore...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2010.11.066

    authors: Guerin SA,Miller MB

    更新日期:2011-03-15 00:00:00

  • Problem solving, working memory, and motor correlates of association and commissural fiber bundles in normal aging: a quantitative fiber tracking study.

    abstract::Normal aging is accompanied by decline in selective cognitive and motor functions. A concurrent decline in regional white matter integrity, detectable with diffusion tensor imaging (DTI), potentially contributes to waning function. DTI analysis of white matter loci indicates an anterior-to-posterior gradient distribut...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2008.09.046

    authors: Zahr NM,Rohlfing T,Pfefferbaum A,Sullivan EV

    更新日期:2009-02-01 00:00:00

  • Imaging of a synchronous neuronal assembly in the human visual brain.

    abstract::Perception, motion, and cognition involve the formation of cooperative neuronal assemblies distributed over the cerebral cortex. It remains to explore what characterizes the assemblies, their location, and the structural substrate of assembly formation. In this EEG/fMRI study, we describe the response of the visual ar...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2005.07.045

    authors: Knyazeva MG,Fornari E,Meuli R,Innocenti G,Maeder P

    更新日期:2006-01-15 00:00:00

  • Metabolic brain networks associated with cognitive function in Parkinson's disease.

    abstract::The motor manifestations of Parkinson's disease (PD) have been linked to an abnormal spatial covariance pattern involving basal ganglia thalamocortical pathways. By contrast, little is known about the functional networks that underlie cognitive dysfunction in this disorder. To identify such patterns, we studied 15 non...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2006.09.003

    authors: Huang C,Mattis P,Tang C,Perrine K,Carbon M,Eidelberg D

    更新日期:2007-01-15 00:00:00

  • An exponential random graph modeling approach to creating group-based representative whole-brain connectivity networks.

    abstract::Group-based brain connectivity networks have great appeal for researchers interested in gaining further insight into complex brain function and how it changes across different mental states and disease conditions. Accurately constructing these networks presents a daunting challenge given the difficulties associated wi...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2012.01.071

    authors: Simpson SL,Moussa MN,Laurienti PJ

    更新日期:2012-04-02 00:00:00

  • Orthographic processing deficits in developmental dyslexia: Beyond the ventral visual stream.

    abstract::Fast effortless reading has been associated with the Visual Word Form Area (VWFA), a region in the ventral visual stream that specializes in the recognition of letter strings. Several neuroimaging studies of dyslexia revealed an underactivation of this region. However, most of these studies used reading tasks and/or w...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.01.014

    authors: Boros M,Anton JL,Pech-Georgel C,Grainger J,Szwed M,Ziegler JC

    更新日期:2016-03-01 00:00:00

  • Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: application to unilateral visual stimulation.

    abstract::PET scanners devoted to in vivo functional study have recently been developed, but autoradiography remains the reference technique for assessing cerebral glucose metabolism (CMRGlu) in rodents. Autoradiographs are conventionally subjected to region of interest (ROI) analysis, which is intrinsically hypothesis-driven a...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2007.11.054

    authors: Dubois A,Hérard AS,Flandin G,Duchesnay E,Besret L,Frouin V,Hantraye P,Bonvento G,Delzescaux T

    更新日期:2008-04-01 00:00:00

  • Mapping the functional connectome in traumatic brain injury: What can graph metrics tell us?

    abstract:OBJECTIVE:Traumatic brain injury (TBI) is associated with cognitive and motor deficits, and poses a significant personal, societal, and economic burden. One mechanism by which TBI is thought to affect cognition and behavior is through changes in functional connectivity. Graph theory is a powerful framework for quantify...

    journal_title:NeuroImage

    pub_type: 杂志文章,评审

    doi:10.1016/j.neuroimage.2016.12.003

    authors: Caeyenberghs K,Verhelst H,Clemente A,Wilson PH

    更新日期:2017-10-15 00:00:00

  • Quantitative phase contrast MRI of penetrating arteries in centrum semiovale at 7T.

    abstract::Pathological changes of penetrating arteries (PA) within the centrum semiovale is an important contributing factor of cerebral small vessel disease (SVD). However, quantitative characterization of the PAs remains challenging due to their sub-voxel sizes. Here, we proposed a Model-based Analysis of Complex Difference i...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2019.03.059

    authors: Zong X,Lin W

    更新日期:2019-07-15 00:00:00

  • Task-driven ICA feature generation for accurate and interpretable prediction using fMRI.

    abstract::Functional Magnetic Resonance Imaging (fMRI) shows significant potential as a tool for predicting clinically important information such as future disease progression or drug effect from brain activity. Multivariate techniques have been developed that combine fMRI signals from across the brain to produce more robust pr...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2011.12.053

    authors: Duff EP,Trachtenberg AJ,Mackay CE,Howard MA,Wilson F,Smith SM,Woolrich MW

    更新日期:2012-03-01 00:00:00

  • Increased functional connectivity between language and visually deprived areas in late and partial blindness.

    abstract::In the congenitally blind, language processing involves visual areas. In the case of normal visual development however, it remains unclear whether later visual loss induces interactions between the language and visual areas. This study compared the resting-state functional connectivity (FC) of retinotopic and language...

    journal_title:NeuroImage

    pub_type: 杂志文章

    doi:10.1016/j.neuroimage.2016.04.056

    authors: Sabbah N,Authié CN,Sanda N,Mohand-Saïd S,Sahel JA,Safran AB,Habas C,Amedi A

    更新日期:2016-08-01 00:00:00