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- Björnsdotter, Malin, et al.
(author)
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A Monte Carlo method for locally multivariate brain mapping.
- 2011
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In: NeuroImage. - : Elsevier BV. - 1095-9572 .- 1053-8119.
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Journal article (peer-reviewed)abstract
- Locally multivariate approaches to functional brain mapping offer a highly appealing complement to conventional statistics, but require restrictive region-of-interest hypotheses, or, in exhaustive search forms (such as the "searchlight" algorithm; Kriegeskorte et al., 2006), are excessively computer intensive. We therefore propose a non-restrictive, comparatively fast yet highly sensitive method based on Monte Carlo approximation principles where locally multivariate maps are computed by averaging across voxelwise condition-discriminative information obtained from repeated stochastic sampling of fixed-size search volumes. On simulated data containing discriminative regions of varying size and contrast-to-noise ratio (CNR), the Monte Carlo method reduced the required computer resources by as much as 75% compared to the searchlight with no reduction in mapping performance. Notably, the Monte Carlo mapping approach not only outperformed the general linear method (GLM), but also produced higher discriminative voxel detection scores than the searchlight irrespective of classifier (linear or nonlinear support vector machine), discriminative region size or CNR. The improved performance was explained by the information-average procedure, and the Monte Carlo approach yielded mapping sensitivities of a few percent lower than an information-average exhaustive search. Finally, we demonstrate the utility of the algorithm on whole-brain, multi-subject functional magnetic resonance imaging (fMRI) data from a tactile study, revealing that the central representation of gentle touch is spatially distributed in somatosensory, insular and visual regions.
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- Brehmer, Yvonne, et al.
(author)
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Neural correlates of training-related working-memory gains in old age
- 2011
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In: NeuroImage. - : Elsevier BV. - 1053-8119 .- 1095-9572. ; 58:4, s. 1110-1120
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Journal article (peer-reviewed)abstract
- Working memory (WM) functioning declines in old age. Due to its impact on many higher-order cognitive functions, investigating whether training can modify WM performance has recently been of great interest. We examined the relationship between behavioral performance and neural activity following five weeks of intensive WM training in 23 healthy older adults (M = 63.7 years). 12 participants received adaptive training (i.e. individually adjusted task difficulty to bring individuals to their performance maximum), whereas the others served as active controls (i.e. fixed low-level practice). Brain activity was measured before and after training, using fMRI, while subjects performed a WM task under two difficulty conditions. Although there were no training-related changes in WM during scanning, neocortical brain activity decreased post training and these decreases were larger in the adaptive training group than in the controls under high WM load. This pattern suggests intervention-related increases in neural efficiency. Further, there were disproportionate gains in the adaptive training group in trained as well as in non-trained (i.e. attention, episodic memory) tasks assessed outside the scanner, indicating the efficacy of the training regimen. Critically, the degree of training-related changes in brain activity (i.e. neocortical decreases and subcortical increases) was related to the maximum gain score achieved during the intervention period. This relationship suggests that the decreased activity, but also specific activity increases, observed were functionally relevant.
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- Brooks, Samantha J., et al.
(author)
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Exposure to subliminal arousing stimuli induces robust activation in the amygdala, hippocampus, anterior cingulate, insular cortex and primary visual cortex : A systematic meta-analysis of fMRI studies
- 2012
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In: NeuroImage. - : Elsevier BV. - 1053-8119 .- 1095-9572. ; 59:3, s. 2962-2973
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Research review (peer-reviewed)abstract
- Functional Magnetic Resonance Imaging (fMRI) demonstrates that the subliminal presentation of arousing stimuli can activate subcortical brain regions independently of consciousness-generating top-down cortical modulation loops. Delineating these processes may elucidate mechanisms for arousal, aberration in which may underlie some psychiatric conditions. Here we are the first to review and discuss four Activation Likelihood Estimation (ALE) meta-analyses of fMRI studies using subliminal paradigms. We find a maximum of 9 out of 12 studies using subliminal presentation of faces contributing to activation of the amygdala, and also a significantly high number of studies reporting activation in the bilateral anterior cingulate, bilateral insular cortex, hippocampus and primary visual cortex. Subliminal faces are the strongest modality, whereas lexical stimuli are the weakest. Meta-analyses independent of studies using Regions of Interest (ROI) revealed no biasing effect Core neuronal arousal in the brain, which may be at first independent of conscious processing, potentially involves a network incorporating primary visual areas, somatosensory, implicit memory and conflict monitoring regions. These data could provide candidate brain regions for the study of psychiatric disorders associated with aberrant automatic emotional processing.
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- Burzynska, A Z, et al.
(author)
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Age-related differences in white matter microstructure : region-specific patterns of diffusivity.
- 2010
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In: NeuroImage. - San Diego ; Orlando, Fla : Elsevier BV. - 1053-8119 .- 1095-9572. ; 49:3, s. 2104-2112
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Journal article (peer-reviewed)abstract
- We collected MRI diffusion tensor imaging data from 80 younger (20-32 years) and 63 older (60-71 years) healthy adults. Tract-based spatial statistics (TBSS) analysis revealed that white matter integrity, as indicated by decreased fractional anisotropy (FA), was disrupted in numerous structures in older compared to younger adults. These regions displayed five distinct region-specific patterns of age-related differences in other diffusivity properties: (1) increases in both radial and mean diffusivity; (2) increases in radial diffusivity; (3) no differences in parameters other than FA; (4) a decrease in axial and an increase in radial diffusivity; and (5) a decrease in axial and mean diffusivity. These patterns suggest different biological underpinnings of age-related decline in FA, such as demyelination, Wallerian degeneration, gliosis, and severe fiber loss, and may represent stages in a cascade of age-related degeneration in white matter microstructure. This first simultaneous description of age-related differences in FA, mean, axial, and radial diffusivity requires histological and functional validation as well as analyses of intermediate age groups and longitudinal samples.
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- Cervenka, Simon, et al.
(author)
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Association between striatal and extrastriatal dopamine D2-receptor binding and social desirability
- 2010
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In: NeuroImage. - : ACADEMIC PRESS INC ELSEVIER SCIENCE. - 1053-8119 .- 1095-9572. ; 50:1, s. 323-328
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Journal article (peer-reviewed)abstract
- Research on the biological underpinnings of personality can provide leads to the pathophysiology of psychiatric disorders. In particular, interpersonal aspects of behavior are a common problem during the course of psychiatric illness. Animal research has demonstrated a role for the dopamine system in social behaviour, and recent molecular imaging studies have shown a negative correlation between dopamine D2-receptor binding in the striatum and social desirability. The emotional and cognitive aspects of social behavior suggest involvement of brain regions outside of the striatum, such as limbic structures. The aim of the present study was to explore associations between the personality trait social desirability and dopamine D2-receptor binding in both striatal and extrastriatal brain regions. We examined 16 control subjects with Positron Emission Tomography and the radioligands [C-11]raclopride and [C-11]FLB 457, in relation to social desirability in the inventory Swedish universities Scales of Personality. [C-11]raclopride D2-receptor binding in the striatum showed negative correlations to social desirability scores, corroborating previous findings. Furthermore, a correlation of a higher statistical significance was demonstrated for [C-11]FLB 457 binding in the hippocampal-amygdala complex. A separate analysis of social desirability items in relation to a model of interpersonal behaviour revealed that the associations were driven by items reflecting high submissiveness and high affiliation. Taken together with previous evidence on D2-receptor binding and social behaviour, a role for dopaminergic neurotransmission in regulating displays of dominance vs. submissive behaviour is proposed. (C) 2009 Elsevier B.V. All rights reserved.
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