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1.
Proc Natl Acad Sci U S A ; 118(11)2021 03 16.
Article in English | MEDLINE | ID: mdl-33836602

ABSTRACT

Blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI) has been widely used to localize brain functions. To further advance understanding of brain functions, it is critical to understand the direction of information flow, such as thalamocortical versus corticothalamic projections. For this work, we performed ultrahigh spatiotemporal resolution fMRI at 15.2 T of the mouse somatosensory network during forepaw somatosensory stimulation and optogenetic stimulation of the primary motor cortex (M1). Somatosensory stimulation induced the earliest BOLD response in the ventral posterolateral nucleus (VPL), followed by the primary somatosensory cortex (S1) and then M1 and posterior thalamic nucleus. Optogenetic stimulation of excitatory neurons in M1 induced the earliest BOLD response in M1, followed by S1 and then VPL. Within S1, the middle cortical layers responded to somatosensory stimulation earlier than the upper or lower layers, whereas the upper cortical layers responded earlier than the other two layers to optogenetic stimulation in M1. The order of early BOLD responses was consistent with the canonical understanding of somatosensory network connections and cannot be explained by regional variabilities in the hemodynamic response functions measured using hypercapnic stimulation. Our data demonstrate that early BOLD responses reflect the information flow in the mouse somatosensory network, suggesting that high-field fMRI can be used for systems-level network analyses.


Subject(s)
Magnetic Resonance Imaging , Nerve Net/physiology , Somatosensory Cortex/physiology , Animals , Brain Mapping , Forelimb/physiology , Hemodynamics , Hypercapnia/diagnostic imaging , Hypercapnia/physiopathology , Mice , Microvessels/diagnostic imaging , Microvessels/physiology , Motor Cortex/blood supply , Motor Cortex/diagnostic imaging , Motor Cortex/physiology , Nerve Net/blood supply , Nerve Net/diagnostic imaging , Neurons/physiology , Optogenetics , Somatosensory Cortex/blood supply , Somatosensory Cortex/diagnostic imaging , Thalamic Nuclei/blood supply , Thalamic Nuclei/diagnostic imaging , Thalamic Nuclei/physiology
2.
J Neurochem ; 159(1): 172-184, 2021 10.
Article in English | MEDLINE | ID: mdl-33774813

ABSTRACT

Stroke is a major cause of vascular cognitive dysfunction, such as memory impairment. We aimed to explore the neural substrates underlying verbal memory impairment in subcortical stroke patients by the methods of voxel-wise cerebral blood flow (CBF) and the functional covariance network (FCN). Sixty patients with chronic subcortical stroke and 60 normal controls (NCs) were recruited into this study. We used a three-dimensional pseudo-continuous arterial spin-labeling imaging to measure alterations in CBF and FCNs. We mapped the overall CBF alterations in a voxel-wise manner and compared CBF measurements using a two-sample t test. Correlations between CBF and verbal memory were also investigated. Subsequently, we constructed FCNs by calculating the correlation between specific regions and all other voxels of a whole brain, separately within the two groups. Thereafter, by comparing differences of the FCN patterns between the patient and NC groups, we investigated the connection alterations within the FCN maps. The stroke patients showed verbal short-term memory (VSTM) deficits compared to NCs. The patients exhibited decreased CBF in the ipsilesional insula and ventral sensorimotor network, and increased CBF in contralesional frontal cortical and subcortical regions (putamen and thalamus). Meanwhile, the CBF in the ipsilesional insula was positively correlated, and the contralesional frontal cortical was negativity correlated, with VSTM scores. Moreover we found that stroke patients exhibited disordered connection within FCNs compared to NCs. The study suggests that the underlying imaging biomarker of VSTM impairment in patients with subcortical stroke was associated with disconnection of the frontal lobe network.


Subject(s)
Brain/diagnostic imaging , Cerebrovascular Circulation/physiology , Magnetic Resonance Imaging/standards , Nerve Net/diagnostic imaging , Stroke/diagnostic imaging , Adult , Aged , Brain/blood supply , Brain/physiopathology , Female , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Nerve Net/blood supply , Nerve Net/physiopathology , Prognosis , Reproducibility of Results , Stroke/physiopathology
3.
J Neurosci Res ; 99(5): 1377-1389, 2021 05.
Article in English | MEDLINE | ID: mdl-33511664

ABSTRACT

Transcranial direct current stimulation (tDCS) is a noninvasive brain stimulation technique implicated as a promising adjunct therapy to improve motor function through the neuromodulation of brain networks. Particularly bilateral tDCS, which affects both hemispheres, may yield stronger effects on motor learning than unilateral stimulation. Therefore, the aim of this exploratory study was to develop an experimental model for simultaneous magnetic resonance imaging (MRI) and bilateral tDCS in rats, to measure instant and resultant effects of tDCS on network activity and connectivity. Naïve, male Sprague-Dawley rats were divided into a tDCS (n = 7) and sham stimulation group (n = 6). Functional MRI data were collected during concurrent bilateral tDCS over the sensorimotor cortex, while resting-state functional MRI and perfusion MRI were acquired directly before and after stimulation. Bilateral tDCS induced a hemodynamic activation response, reflected by a bilateral increase in blood oxygenation level-dependent signal in different cortical areas, including the sensorimotor regions. Resting-state functional connectivity within the cortical sensorimotor network decreased after a first stimulation session but increased after a second session, suggesting an interaction between multiple tDCS sessions. Perfusion MRI revealed no significant changes in cerebral blood flow after tDCS. Our exploratory study demonstrates successful application of an MRI-compatible bilateral tDCS setup in an animal model. Our results indicate that bilateral tDCS can locally modulate neuronal activity and connectivity, which may underlie its therapeutic potential.


Subject(s)
Nerve Net/diagnostic imaging , Nerve Net/physiology , Sensorimotor Cortex/diagnostic imaging , Sensorimotor Cortex/physiology , Transcranial Direct Current Stimulation/methods , Animals , Cerebral Cortex/physiology , Magnetic Resonance Imaging/methods , Male , Nerve Net/blood supply , Rats , Rats, Sprague-Dawley , Sensorimotor Cortex/blood supply
4.
Proc Natl Acad Sci U S A ; 113(43): E6679-E6685, 2016 10 25.
Article in English | MEDLINE | ID: mdl-27729529

ABSTRACT

Oscillatory neural dynamics play an important role in the coordination of large-scale brain networks. High-level cognitive processes depend on dynamics evolving over hundreds of milliseconds, so measuring neural activity in this frequency range is important for cognitive neuroscience. However, current noninvasive neuroimaging methods are not able to precisely localize oscillatory neural activity above 0.2 Hz. Electroencephalography and magnetoencephalography have limited spatial resolution, whereas fMRI has limited temporal resolution because it measures vascular responses rather than directly recording neural activity. We hypothesized that the recent development of fast fMRI techniques, combined with the extra sensitivity afforded by ultra-high-field systems, could enable precise localization of neural oscillations. We tested whether fMRI can detect neural oscillations using human visual cortex as a model system. We detected small oscillatory fMRI signals in response to stimuli oscillating at up to 0.75 Hz within single scan sessions, and these responses were an order of magnitude larger than predicted by canonical linear models. Simultaneous EEG-fMRI and simulations based on a biophysical model of the hemodynamic response to neuronal activity suggested that the blood oxygen level-dependent response becomes faster for rapidly varying stimuli, enabling the detection of higher frequencies than expected. Accounting for phase delays across voxels further improved detection, demonstrating that identifying vascular delays will be of increasing importance with higher-frequency activity. These results challenge the assumption that the hemodynamic response is slow, and demonstrate that fMRI has the potential to map neural oscillations directly throughout the brain.


Subject(s)
Cognition/physiology , Hemodynamics/physiology , Magnetic Resonance Imaging/methods , Nerve Net/physiology , Visual Cortex/physiology , Brain Mapping , Electroencephalography , Humans , Linear Models , Magnetic Resonance Imaging/instrumentation , Nerve Net/anatomy & histology , Nerve Net/blood supply , Photic Stimulation , Visual Cortex/anatomy & histology , Visual Cortex/blood supply
5.
J Neurosci ; 36(9): 2582-9, 2016 Mar 02.
Article in English | MEDLINE | ID: mdl-26937000

ABSTRACT

The brain constructs a flexible representation of the body from multisensory information. Previous work on monkeys suggests that the posterior parietal cortex (PPC) and ventral premotor cortex (PMv) represent the position of the upper limbs based on visual and proprioceptive information. Human experiments on the rubber hand illusion implicate similar regions, but since such experiments rely on additional visuo-tactile interactions, they cannot isolate visuo-proprioceptive integration. Here, we independently manipulated the position (palm or back facing) of passive human participants' unseen arm and of a photorealistic virtual 3D arm. Functional magnetic resonance imaging (fMRI) revealed that matching visual and proprioceptive information about arm position engaged the PPC, PMv, and the body-selective extrastriate body area (EBA); activity in the PMv moreover reflected interindividual differences in congruent arm ownership. Further, the PPC, PMv, and EBA increased their coupling with the primary visual cortex during congruent visuo-proprioceptive position information. These results suggest that human PPC, PMv, and EBA evaluate visual and proprioceptive position information and, under sufficient cross-modal congruence, integrate it into a multisensory representation of the upper limb in space. SIGNIFICANCE STATEMENT: The position of our limbs in space constantly changes, yet the brain manages to represent limb position accurately by combining information from vision and proprioception. Electrophysiological recordings in monkeys have revealed neurons in the posterior parietal and premotor cortices that seem to implement and update such a multisensory limb representation, but this has been difficult to demonstrate in humans. Our fMRI experiment shows that human posterior parietal, premotor, and body-selective visual brain areas respond preferentially to a virtual arm seen in a position corresponding to one's unseen hidden arm, while increasing their communication with regions conveying visual information. These brain areas thus likely integrate visual and proprioceptive information into a flexible multisensory body representation.


Subject(s)
Extremities/innervation , Motor Cortex/physiology , Parietal Lobe/physiology , Proprioception/physiology , Vision, Ocular/physiology , Visual Cortex/physiology , Adult , Brain Mapping , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Motor Cortex/blood supply , Nerve Net/blood supply , Nerve Net/physiology , Oxygen/blood , Parietal Lobe/blood supply , Photic Stimulation , Visual Cortex/blood supply , Young Adult
6.
Cereb Cortex ; 26(2): 498-509, 2016 Feb.
Article in English | MEDLINE | ID: mdl-25205659

ABSTRACT

Genetic variability related to the catechol-O-methyltransferase (COMT) gene (Val(158)Met) has received increasing attention as a possible modulator of executive functioning and its neural correlates. However, this attention has generally centered on the prefrontal cortices because of the well-known direct impact of COMT enzyme on these cerebral regions. In this study, we were interested in the modulating effect of COMT genotype on anterior and posterior brain areas underlying interference resolution during a Stroop task. More specifically, we were interested in the functional connectivity between the right inferior frontal operculum (IFop), an area frequently associated with inhibitory efficiency, and posterior brain regions involved in reading/naming processes (the 2 main non-executive determinants of the Stroop effect). The Stroop task was administered during functional magnetic resonance imaging scanning to 3 groups of 15 young adults divided according to their COMT Val(158)Met genotype [Val/Val (VV), Val/Met (VM), and Met/Met (MM)]. Results indicate greater activity in the right IFop and the left middle temporal gyrus in homozygous VV individuals than in Met allele carriers. In addition, the VV group exhibited stronger positive functional connectivity between these 2 brain regions and stronger negative connectivity between the right IFop and left lingual gyrus. These results confirm the impact of COMT genotype on frontal functions. They also strongly suggest that differences in frontal activity influence posterior brain regions related to a non-executive component of the task. Particularly, changes in functional connectivity between anterior and posterior brain areas might correspond to compensatory processes for performing the task efficiently when the available dopamine level is low.


Subject(s)
Catechol O-Methyltransferase/genetics , Cerebral Cortex/physiology , Executive Function/physiology , Nerve Net/physiology , Polymorphism, Single Nucleotide/genetics , Adolescent , Adult , Analysis of Variance , Brain Mapping/methods , Cerebral Cortex/blood supply , Female , Functional Laterality/genetics , Genotype , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Nerve Net/blood supply , Oxygen/blood , Reaction Time/genetics , Young Adult
7.
Cereb Cortex ; 26(2): 530-43, 2016 Feb.
Article in English | MEDLINE | ID: mdl-25217470

ABSTRACT

Behavioral studies suggested that bodies are represented as wholes rather than in a part-based manner. However, neural selectivity for body stimuli is found for both whole bodies and body parts. It is therefore undetermined whether the neural representation of bodies is configural or part-based. We used functional MRI to test the role of first-order configuration on body representation in the human occipital-temporal cortex by comparing the response to a whole body versus the sum of its parts. Results show that body-selective areas, whether defined by selectivity to headless bodies or body parts, preferred whole bodies over their sum of parts and successfully decoded body configuration. This configural representation was specific to body stimuli and not found for faces. In contrast, general object areas showed no preference for wholes over parts and decoded the configuration of both bodies and faces. Finally, whereas effects of inversion on configural face representation were specific to face-selective mechanisms, effects of body inversion were not unique to body-selective mechanisms. We conclude that the neural representation of body parts is strengthened by their arrangement into an intact body, thereby demonstrating a central role of first-order configuration in the neural representation of bodies in their category-selective areas.


Subject(s)
Brain Mapping , Human Body , Occipital Lobe/physiology , Pattern Recognition, Visual/physiology , Temporal Lobe/physiology , Adult , Face , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Nerve Net/blood supply , Nerve Net/physiology , Occipital Lobe/blood supply , Photic Stimulation , Temporal Lobe/blood supply , Young Adult
8.
Cereb Cortex ; 26(2): 639-646, 2016 Feb.
Article in English | MEDLINE | ID: mdl-25267856

ABSTRACT

A multiplicity of sensory and cognitive functions has been attributed to the large cortical region at the temporo-parietal junction (TPJ). Using functional MRI, we report that a small region lateralized within the right TPJ responds robustly to certain simple visual stimuli ("vTPJ"). The vTPJ was found in all right hemispheres (n = 7), posterior to the auditory cortex. To manipulate stimuli and attention, subjects were presented with a mixture of visual and auditory stimuli in a concurrent block design in 2 experiments: (1) A simple visual stimulus (a grating pattern modulating in mean luminance) elicited robust responses in the vTPJ, whether or not the subject attended to vision and(2) a drifting low-contrast dartboard pattern of constant mean luminance evoked robust responses in the vTPJ when it was task-relevant (visual task), and smaller responses when it was not (auditory task). The results suggest a focal, visually responsive region within the right TPJ that is powerfully driven by certain visual stimuli (luminance fluctuations), and that can be driven by other visual stimuli when the subject is attending. The precise localization of this visually responsive region is helpful in segmenting the TPJ and to better understand its role in visual awareness and related disorders such as extinction and neglect.


Subject(s)
Brain Mapping , Functional Laterality/physiology , Nerve Net/physiology , Parietal Lobe/physiology , Temporal Lobe/physiology , Visual Perception/physiology , Acoustic Stimulation , Brain Waves/physiology , Electroencephalography , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/blood supply , Neuropsychological Tests , Oxygen/blood , Parietal Lobe/blood supply , Photic Stimulation , Signal Detection, Psychological , Temporal Lobe/blood supply , Visual Pathways/blood supply , Visual Pathways/physiology
9.
J Neurosci ; 35(46): 15254-62, 2015 Nov 18.
Article in English | MEDLINE | ID: mdl-26586814

ABSTRACT

The default mode network (DMN) has been traditionally assumed to hinder behavioral performance in externally focused, goal-directed paradigms and to provide no active contribution to human cognition. However, recent evidence suggests greater DMN activity in an array of tasks, especially those that involve self-referential and memory-based processing. Although data that robustly demonstrate a comprehensive functional role for DMN remains relatively scarce, the global workspace framework, which implicates the DMN in global information integration for conscious processing, can potentially provide an explanation for the broad range of higher-order paradigms that report DMN involvement. We used graph theoretical measures to assess the contribution of the DMN to global functional connectivity dynamics in 22 healthy volunteers during an fMRI-based n-back working-memory paradigm with parametric increases in difficulty. Our predominant finding is that brain modularity decreases with greater task demands, thus adapting a more global workspace configuration, in direct relation to increases in reaction times to correct responses. Flexible default mode regions dynamically switch community memberships and display significant changes in their nodal participation coefficient and strength, which may reflect the observed whole-brain changes in functional connectivity architecture. These findings have important implications for our understanding of healthy brain function, as they suggest a central role for the DMN in higher cognitive processing. SIGNIFICANCE STATEMENT: The default mode network (DMN) has been shown to increase its activity during the absence of external stimulation, and hence was historically assumed to disengage during goal-directed tasks. Recent evidence, however, implicates the DMN in self-referential and memory-based processing. We provide robust evidence for this network's active contribution to working memory by revealing dynamic reconfiguration in its interactions with other networks and offer an explanation within the global workspace theoretical framework. These promising findings may help redefine our understanding of the exact DMN role in human cognition.


Subject(s)
Brain Mapping , Brain/physiology , Cognition/physiology , Memory, Short-Term/physiology , Models, Neurological , Nonlinear Dynamics , Adult , Brain/blood supply , Female , Healthy Volunteers , Humans , Linear Models , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/blood supply , Nerve Net/physiology , Neuropsychological Tests , Young Adult
10.
J Neurosci ; 35(46): 15263-75, 2015 Nov 18.
Article in English | MEDLINE | ID: mdl-26586815

ABSTRACT

High-resolution functional magnetic resonance imaging (fMRI) detects localized neuronal activity via the hemodynamic response, but it is unclear whether it accurately identifies neuronal activity specific to individual layers. To address this issue, we preferentially evoked neuronal activity in superficial, middle, and deep layers of the rat olfactory bulb: the glomerular layer by odor (5% amyl acetate), the external plexiform layer by electrical stimulation of the lateral olfactory tract (LOT), and the granule cell layer by electrical stimulation of the anterior commissure (AC), respectively. Electrophysiology, laser-Doppler flowmetry of cerebral blood flow (CBF), and blood oxygenation level-dependent (BOLD) and cerebral blood volume-weighted (CBV) fMRI at 9.4 T were performed independently. We found that excitation of inhibitory granule cells by stimulating LOT and AC decreased the spontaneous multi-unit activities of excitatory mitral cells and subsequently increased CBF, CBV, and BOLD signals. Odor stimulation also increased the hemodynamic responses. Furthermore, the greatest CBV fMRI responses were discretely separated into the same layers as the evoked neuronal activities for all three stimuli, whereas BOLD was poorly localized with some exception to the poststimulus undershoot. In addition, the temporal dynamics of the fMRI responses varied depending on the stimulation pathway, even within the same layer. These results indicate that the vasculature is regulated within individual layers and CBV fMRI has a higher fidelity to the evoked neuronal activity compared with BOLD. Our findings are significant for understanding the neuronal origin and spatial specificity of hemodynamic responses, especially for the interpretation of laminar-resolution fMRI. SIGNIFICANCE STATEMENT: Functional magnetic resonance imaging (fMRI) is a noninvasive, in vivo technique widely used to map function of the entire brain, including deep structures, in animals and humans. However, it measures neuronal activity indirectly by way of the vascular response. It is currently unclear how finely the hemodynamic response is regulated within single cortical layers and whether increased inhibitory neuronal activities affect fMRI signal changes. Both laminar specificity and the neural origins of fMRI are important to interpret functional maps properly, which we investigated by activating discrete rat olfactory bulb circuits.


Subject(s)
Magnetic Resonance Imaging , Nerve Net/blood supply , Neural Inhibition/physiology , Olfactory Bulb/blood supply , Olfactory Pathways/blood supply , Animals , Brain Mapping , Electric Stimulation , Image Processing, Computer-Assisted , Laser-Doppler Flowmetry , Male , Neurons/physiology , Odorants , Oxygen/blood , Rats , Rats, Sprague-Dawley , Time Factors
11.
J Neurosci ; 35(15): 6068-78, 2015 Apr 15.
Article in English | MEDLINE | ID: mdl-25878280

ABSTRACT

Psychopathy is a personality disorder characterized by callous antisocial behavior and criminal recidivism. Here we examine whether psychopathy is associated with alterations in functional connectivity in three large-scale cortical networks. Using fMRI in 142 adult male prison inmates, we computed resting-state functional connectivity using seeds from the default mode network, frontoparietal network, and cingulo-opercular network. To determine the specificity of our findings to these cortical networks, we also calculated functional connectivity using seeds from two comparison primary sensory networks: visual and auditory networks. Regression analyses related network connectivity to overall psychopathy scores and to subscores for the "factors" and "facets" of psychopathy: Factor 1, interpersonal/affective traits; Factor 2, lifestyle/antisocial traits; Facet 1, interpersonal; Facet 2, affective; Facet 3, lifestyle; Facet 4, antisocial. Overall psychopathy severity was associated with reduced functional connectivity between lateral parietal cortex and dorsal anterior cingulate cortex. The two factor scores exhibited contrasting relationships with functional connectivity: Factor 1 scores were associated with reduced functional connectivity in the three cortical networks, whereas Factor 2 scores were associated with heightened connectivity in the same networks. This dissociation was evident particularly in the functional connectivity between anterior insula and dorsal anterior cingulate cortex. The facet scores also demonstrated distinct patterns of connectivity. We found no associations between psychopathy scores and functional connectivity within visual or auditory networks. These findings provide novel evidence on the neural correlates of psychopathy and suggest that connectivity between cortical association hubs, such as the dorsal anterior cingulate cortex, may be a neurobiological marker of the disorder.


Subject(s)
Antisocial Personality Disorder/pathology , Brain Mapping , Cerebral Cortex/blood supply , Nerve Net/blood supply , Neural Pathways/blood supply , Rest , Adult , Cerebral Cortex/pathology , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Neural Pathways/pathology , Oxygen/blood , Regression Analysis , Young Adult
12.
J Neurosci ; 35(38): 12977-85, 2015 Sep 23.
Article in English | MEDLINE | ID: mdl-26400929

ABSTRACT

Regions in human lateral and ventral occipitotemporal cortices (OTC) respond selectively to pictures of the human body and its parts. What are the organizational principles underlying body part responses in these regions? Here we used representational similarity analysis (RSA) of fMRI data to test multiple possible organizational principles: shape similarity, physical proximity, cortical homunculus proximity, and semantic similarity. Participants viewed pictures of whole persons, chairs, and eight body parts (hands, arms, legs, feet, chests, waists, upper faces, and lower faces). The similarity of multivoxel activity patterns for all body part pairs was established in whole person-selective OTC regions. The resulting neural similarity matrices were then compared with similarity matrices capturing the hypothesized organizational principles. Results showed that the semantic similarity model best captured the neural similarity of body parts in lateral and ventral OTC, which followed an organization in three clusters: (1) body parts used as action effectors (hands, feet, arms, and legs), (2) noneffector body parts (chests and waists), and (3) face parts (upper and lower faces). Whole-brain RSA revealed, in addition to OTC, regions in parietal and frontal cortex in which neural similarity was related to semantic similarity. In contrast, neural similarity in occipital cortex was best predicted by shape similarity models. We suggest that the semantic organization of body parts in high-level visual cortex relates to the different functions associated with the three body part clusters, reflecting the unique processing and connectivity demands associated with the different types of information (e.g., action, social) different body parts (e.g., limbs, faces) convey. Significance statement: While the organization of body part representations in motor and somatosensory cortices has been well characterized, the principles underlying body part representations in visual cortex have not yet been explored. In the present fMRI study we used multivoxel pattern analysis and representational similarity analysis to characterize the organization of body maps in human occipitotemporal cortex (OTC). Results indicate that visual and shape dimensions do not fully account for the organization of body part representations in OTC. Instead, the representational structure of body maps in OTC appears strongly related to functional-semantic properties of body parts. We suggest that this organization reflects the unique processing and connectivity demands associated with the different types of information different body parts convey.


Subject(s)
Brain Mapping , Human Body , Occipital Lobe/physiology , Pattern Recognition, Visual/physiology , Temporal Lobe/physiology , Adult , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Nerve Net/blood supply , Nerve Net/physiology , Occipital Lobe/blood supply , Oxygen/blood , Photic Stimulation , Regression Analysis , Temporal Lobe/blood supply , Young Adult
13.
Brain ; 138(Pt 9): 2672-86, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26173859

ABSTRACT

Recent advances with functional connectivity magnetic resonance imaging have demonstrated that at rest the brain exhibits coherent activity within a number of spatially independent maps, normally called 'intrinsic' or 'resting state' networks. These networks support cognition and behaviour, and are altered in neurodegenerative disease. However, there is a longstanding perspective, and ample functional magnetic resonance imaging evidence, demonstrating that intrinsic networks may be fractionated and that cortical elements may participate in multiple intrinsic networks at different times, dynamically changing alliances to adapt to cognitive demands. A method to probe the fine-grained spatiotemporal structure of networks may be more sensitive to subtle network changes that accompany heterogeneous cognitive deficits caused by a neurodegenerative disease such as Parkinson's disease. Here we tested the hypothesis that alterations to the latent (hidden) structure of intrinsic networks may reveal the impact of underlying pathophysiologic processes as assessed with cerebrospinal fluid biomarkers. Using a novel modelling approach that we call 'network kernel analysis', we compared fine-grained network ensembles (network kernels) that include overlapping cortical elements in 24 patients with Parkinson's disease (ages 45-86, 17 male) and normal cognition or mild cognitive impairment (n = 13), and 21 cognitively normal control subjects (ages 41-76, nine male). An omnibus measure of network disruption, calculated from correlations among network kernels, was correlated with cerebrospinal fluid biomarkers of pathophysiological processes in Parkinson's disease: concentrations of α-synuclein and amyloid-ß42. Correlations among network kernels more accurately classified Parkinson's disease from controls than other functional neuroimaging measures. Inspection of the spatial maps related to the default mode network and a frontoparietal task control network kernel showed that the right insula, an area implicated in network shifting and associated with cognitive impairment in Parkinson's disease, was more highly correlated with both these networks in Parkinson's disease than in controls. In Parkinson's disease, increased correlation of the insula with the default mode network was related to lower attentional accuracy. We demonstrated that in an omnibus sense, correlations among network kernels describe biological impact of pathophysiological processes (through correlation with cerebrospinal fluid biomarkers) and clinical status (by classification of patient group). At a greater level of detail, we demonstrate aberrant involvement of the insula in the default mode network and the frontal frontoparietal task control network kernel. Network kernel analysis holds promise as a sensitive method for detecting biologically and clinical relevant changes to specific networks that support cognition and are impaired in Parkinson's disease.


Subject(s)
Brain Mapping , Nerve Net/pathology , Parkinson Disease/pathology , Temporal Lobe/pathology , Aged , Aged, 80 and over , Biomarkers/cerebrospinal fluid , Cognition Disorders/diagnosis , Cognition Disorders/etiology , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/blood supply , Neuropsychological Tests , Oxygen/blood , Parkinson Disease/cerebrospinal fluid , Parkinson Disease/complications , Rest , Severity of Illness Index , Statistics as Topic , Temporal Lobe/blood supply
14.
Cereb Cortex ; 25(9): 3144-58, 2015 Sep.
Article in English | MEDLINE | ID: mdl-24862848

ABSTRACT

Previous functional magnetic resonance imaging (fMRI) research on action observation has emphasized the role of putative mirror neuron areas such as Broca's area, ventral premotor cortex, and the inferior parietal lobule. However, recent evidence suggests action observation involves many distributed cortical regions, including dorsal premotor and superior parietal cortex. How these different regions relate to traditional mirror neuron areas, and whether traditional mirror neuron areas play a special role in action representation, is unclear. Here we use multi-voxel pattern analysis (MVPA) to show that action representations, including observation, imagery, and execution of reaching movements: (1) are distributed across both dorsal (superior) and ventral (inferior) premotor and parietal areas; (2) can be decoded from areas that are jointly activated by observation, execution, and imagery of reaching movements, even in cases of equal-amplitude blood oxygen level-dependent (BOLD) responses; and (3) can be equally accurately classified from either posterior parietal or frontal (premotor and inferior frontal) regions. These results challenge the presumed dominance of traditional mirror neuron areas such as Broca's area in action observation and action representation more generally. Unlike traditional univariate fMRI analyses, MVPA was able to discriminate between imagined and observed movements from previously indistinguishable BOLD activations in commonly activated regions, suggesting finer-grained distributed patterns of activation.


Subject(s)
Brain Mapping , Executive Function/physiology , Imagination/physiology , Movement/physiology , Parietal Lobe/physiology , Prefrontal Cortex/physiology , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Nerve Net/blood supply , Nerve Net/physiology , Observation , Oxygen/blood , Parietal Lobe/blood supply , Prefrontal Cortex/blood supply , Psychomotor Performance
15.
Cereb Cortex ; 25(9): 3025-35, 2015 Sep.
Article in English | MEDLINE | ID: mdl-24836895

ABSTRACT

Mature neocortex adapts to altered sensory input by changing neural activity in cortical circuits. The underlying cellular mechanisms remain unclear. We used blood oxygen level-dependent (BOLD) functional magnetic resonance imaging (fMRI) to show reorganization in somatosensory cortex elicited by altered whisker sensory input. We found that there was rapid expansion followed by retraction of whisker cortical maps. The cellular basis for the reorganization in primary somatosensory cortex was investigated with paired electrophysiological recordings in the periphery of the expanded whisker representation. During map expansion, the chance of finding a monosynaptic connection between pairs of pyramidal neurons increased 3-fold. Despite the rapid increase in local excitatory connectivity, the average strength and synaptic dynamics did not change, which suggests that new excitatory connections rapidly acquire the properties of established excitatory connections. During map retraction, entire excitatory connections between pyramidal neurons were lost. In contrast, connectivity between pyramidal neurons and fast spiking interneurons was unchanged. Hence, the changes in local excitatory connectivity did not occur in all circuits involving pyramidal neurons. Our data show that pyramidal neurons are recruited to and eliminated from local excitatory networks over days. These findings suggest that the local excitatory connectome is dynamic in mature neocortex.


Subject(s)
Cerebral Cortex/physiology , Nerve Net/physiology , Neural Pathways/physiology , Synapses/physiology , Analysis of Variance , Animals , Cerebral Cortex/blood supply , Cerebral Cortex/cytology , Dendritic Spines , Image Processing, Computer-Assisted , In Vitro Techniques , Magnetic Resonance Imaging , Membrane Potentials , Nerve Net/blood supply , Neural Inhibition/physiology , Neural Pathways/blood supply , Neurons/physiology , Oxygen/blood , Patch-Clamp Techniques , Physical Stimulation , Rats , Synaptic Transmission/physiology , Vibrissae/innervation
16.
Cereb Cortex ; 25(9): 2876-82, 2015 Sep.
Article in English | MEDLINE | ID: mdl-24770707

ABSTRACT

The superior temporal sulcus (STS) in the human and monkey is sensitive to the motion of complex forms such as facial and bodily actions. We used functional magnetic resonance imaging (fMRI) to explore network-level explanations for how the form and motion information in dynamic facial expressions might be combined in the human STS. Ventral occipitotemporal areas selective for facial form were localized in occipital and fusiform face areas (OFA and FFA), and motion sensitivity was localized in the more dorsal temporal area V5. We then tested various connectivity models that modeled communication between the ventral form and dorsal motion pathways. We show that facial form information modulated transmission of motion information from V5 to the STS, and that this face-selective modulation likely originated in OFA. This finding shows that form-selective motion sensitivity in the STS can be explained in terms of modulation of gain control on information flow in the motion pathway, and provides a substantial constraint for theories of the perception of faces and biological motion.


Subject(s)
Brain Mapping , Nerve Net/physiology , Nonlinear Dynamics , Temporal Lobe/physiology , Adult , Analysis of Variance , Facial Expression , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Models, Biological , Nerve Net/blood supply , Oxygen/blood , Pattern Recognition, Visual , Photic Stimulation , Probability , Temporal Lobe/blood supply , Young Adult
17.
Cereb Cortex ; 25(9): 2763-73, 2015 Sep.
Article in English | MEDLINE | ID: mdl-24770711

ABSTRACT

The complex processing architecture underlying attentional control requires delineation of the functional role of different control-related brain networks. A key component is the cingulo-opercular (CO) network composed of anterior insula/operculum, dorsal anterior cingulate cortex, and thalamus. Its function has been particularly difficult to characterize due to the network's pervasive activity and frequent co-activation with other control-related networks. We previously suggested this network to underlie intrinsically maintained tonic alertness. Here, we tested this hypothesis by separately manipulating the demand for selective attention and for tonic alertness in a two-factorial, continuous pitch discrimination paradigm. The 2 factors had independent behavioral effects. Functional imaging revealed that activity as well as functional connectivity in the CO network increased when the task required more tonic alertness. Conversely, heightened selective attention to pitch increased activity in the dorsal attention (DAT) network but not in the CO network. Across participants, performance accuracy showed dissociable correlation patterns with activity in the CO, DAT, and fronto-parietal (FP) control networks. These results support tonic alertness as a fundamental function of the CO network. They further the characterization of this function as the effortful process of maintaining cognitive faculties available for current processing requirements.


Subject(s)
Attention/physiology , Brain Mapping , Gyrus Cinguli/physiology , Neural Pathways/physiology , Pitch Discrimination/physiology , Thalamus/physiology , Acoustic Stimulation , Anthracenes , Female , Gyrus Cinguli/blood supply , Humans , Image Processing, Computer-Assisted , Linear Models , Magnetic Resonance Imaging , Male , Nerve Net/blood supply , Nerve Net/physiology , Neural Pathways/blood supply , Psychomotor Performance , Reaction Time , Thalamus/blood supply , Young Adult
18.
Neurocrit Care ; 25(2): 237-42, 2016 10.
Article in English | MEDLINE | ID: mdl-26800697

ABSTRACT

BACKGROUND: The etiology of altered consciousness in patients with high-grade aneurysmal subarachnoid hemorrhage (SAH) is not thoroughly understood. We hypothesized that decreased cerebral blood flow (CBF) in brain regions critical to consciousness may contribute. METHODS: We retrospectively evaluated arterial-spin labeled (ASL) perfusion magnetic resonance imaging (MRI) measurements of CBF in 12 patients with aneurysmal SAH admitted to our neurocritical care unit. CBF values were analyzed within gray matter nodes of the default mode network (DMN), whose functional integrity has been shown to be necessary for consciousness. DMN nodes studied were the bilateral medial prefrontal cortices, thalami, and posterior cingulate cortices. Correlations between nodal CBF and admission Glasgow Coma Scale (GCS) score, admission Hunt and Hess (HH) class, and GCS score at the time of MRI (MRI GCS) were tested. RESULTS: Spearman's correlation coefficients were not significant when comparing admission GCS, admission HH, and MRI GCS versus nodal CBF (p > 0.05). However, inter-rater reliability for nodal CBF was high (r = 0.71, p = 0.01). CONCLUSIONS: In this retrospective pilot study, we did not identify significant correlations between CBF and admission GCS, admission HH class, or MRI GCS for any DMN node. Potential explanations for these findings include small sample size, ASL data acquisition at variable times after SAH onset, and CBF analysis in DMN nodes that may not reflect the functional integrity of the entire network. High inter-rater reliability suggests ASL measurements of CBF within DMN nodes are reproducible. Larger prospective studies are needed to elucidate whether decreased cerebral perfusion contributes to altered consciousness in SAH.


Subject(s)
Cerebrovascular Circulation/physiology , Consciousness Disorders/physiopathology , Gray Matter/blood supply , Magnetic Resonance Angiography/methods , Nerve Net/blood supply , Subarachnoid Hemorrhage/physiopathology , Adult , Aged , Consciousness Disorders/diagnostic imaging , Female , Gray Matter/diagnostic imaging , Humans , Male , Middle Aged , Nerve Net/diagnostic imaging , Pilot Projects , Retrospective Studies , Spin Labels , Subarachnoid Hemorrhage/diagnostic imaging
19.
J Neurosci ; 34(34): 11288-96, 2014 Aug 20.
Article in English | MEDLINE | ID: mdl-25143609

ABSTRACT

Infancy is a period featuring a high level of intersubject variability but the brain basis for such variability and the potential genetic/environmental contributions remain largely unexplored. The assessment of the brain's functional connectivity during infancy by the resting state functional magnetic resonance imaging (rsfMRI) technique (Biswal et al., 1995) provides a unique means to probe the brain basis of intersubject variability during infancy. In this study, an unusually large typically developing human infant sample including 58 singletons, 132 dizygotic twins, and 98 monozygotic twins with rsfMRI scans during the first 2 years of life was recruited to delineate the spatial and temporal developmental patterns of both the intersubject variability of and genetic effects on the brain's functional connectivity. Through systematic voxelwise functional connectivity analyses, our results revealed that the intersubject variability at birth features lower variability in primary functional areas but higher values in association areas. Although the relative pattern remains largely consistent, the magnitude of intersubject variability undergoes an interesting U-shaped growth during the first 2 years of life. Overall, the intersubject variability patterns during infancy show both adult-like and infant-specific characteristics (Mueller et al., 2013). On the other hand, age-dependent genetic effects were observed showing significant but bidirectional relationships with intersubject variability. The temporal and spatial patterns of the intersubject variability of and genetic contributions to the brain's functional connectivity documented in this study shed light on the largely uncharted functional development of the brain during infancy.


Subject(s)
Brain/blood supply , Brain/growth & development , Nerve Net/physiology , Neural Pathways/physiology , Age Factors , Brain Mapping , Child Development/physiology , Child, Preschool , Female , Humans , Image Processing, Computer-Assisted , Infant , Infant, Newborn , Magnetic Resonance Imaging , Male , Nerve Net/blood supply , Neural Pathways/blood supply , Oxygen/blood , Rest/physiology , Twins, Dizygotic , Twins, Monozygotic
20.
J Neurosci ; 34(14): 4920-8, 2014 Apr 02.
Article in English | MEDLINE | ID: mdl-24695711

ABSTRACT

In the healthy human brain, evidence for dissociable memory networks along the anterior-posterior axis of the hippocampus suggests that this structure may not function as a unitary entity. Failure to consider these functional divisions may explain diverging results among studies of memory adaptation in disease. Using task-based and resting functional MRI, we show that chronic seizures disrupting the anterior medial temporal lobe (MTL) preserve anterior and posterior hippocampal-cortical dissociations, but alter signaling between these and other key brain regions. During performance of a memory encoding task, we found reduced neural activity in human patients with unilateral temporal lobe epilepsy relative to age-matched healthy controls, but no upregulation of fMRI signal in unaffected hippocampal subregions. Instead, patients showed aberrant resting fMRI connectivity within anterior and posterior hippocampal-cortical networks, which was associated with memory decline, distinguishing memory-intact from memory-impaired patients. Our results highlight a critical role for intact hippocampo-cortical functional communication in memory and provide evidence that chronic injury-induced functional reorganization in the diseased MTL is behavioral inefficient.


Subject(s)
Epilepsy, Temporal Lobe/complications , Hippocampus/physiopathology , Memory Disorders/etiology , Memory Disorders/pathology , Nerve Net/physiopathology , Adolescent , Adult , Brain Mapping , Female , Hippocampus/blood supply , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Nerve Net/blood supply , Neuropsychological Tests , Oxygen/blood , Rest , Statistics as Topic , Statistics, Nonparametric , Young Adult
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