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Phase-Amplitude Coupling and Long-Range Phase Synchronization Reveal Frontotemporal Interactions during Visual Working Memory. J Neurosci 2017; 37:313-322. [PMID: 28077711 DOI: 10.1523/jneurosci.2130-16.2016] [Citation(s) in RCA: 98] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Revised: 10/07/2016] [Accepted: 10/12/2016] [Indexed: 01/29/2023] Open
Abstract
It has been suggested that cross-frequency phase-amplitude coupling (PAC), particularly in temporal brain structures, serves as a neural mechanism for coordinated working memory storage. In this magnetoencephalography study, we show that during visual working memory maintenance, temporal cortex regions, which exhibit enhanced PAC, interact with prefrontal cortex via enhanced low-frequency phase synchronization. Healthy human participants were engaged in a visual delayed match-to-sample task with pictures of natural objects. During the delay period, we observed increased spectral power of beta (20-28 Hz) and gamma (40-94 Hz) bands as well as decreased power of theta/alpha band (7-9 Hz) oscillations in visual sensory areas. Enhanced PAC between the phases of theta/alpha and the amplitudes of beta oscillations was found in the left inferior temporal cortex (IT), an area known to be involved in visual object memory. Furthermore, the IT was functionally connected to the prefrontal cortex by increased low-frequency phase synchronization within the theta/alpha band. Together, these results point to a mechanism in which the combination of PAC and long-range phase synchronization subserves enhanced large-scale brain communication. They suggest that distant brain regions might coordinate their activity in the low-frequency range to engage local stimulus-related processing in higher frequencies via the combination of long-range, within-frequency phase synchronization and local cross-frequency PAC. SIGNIFICANCE STATEMENT Working memory maintenance, like other cognitive functions, requires the coordinated engagement of brain areas in local and large-scale networks. However, the mechanisms by which spatially distributed brain regions share and combine information remain primarily unknown. We show that the combination of long-range, low-frequency phase synchronization and local cross-frequency phase-amplitude coupling might serve as a mechanism to coordinate memory processes across distant brain areas. In this study, low-frequency phase synchronization between prefrontal and temporal cortex co-occurred with local cross-frequency phase-amplitude coupling to higher frequencies in the latter. By such means, ongoing working memory storage taking place in higher frequencies in temporal regions might be effectively coordinated by distant frontal brain regions through synchronized activity in the low-frequency range.
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202
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Eryilmaz H, Rodriguez-Thompson A, Tanner AS, Giegold M, Huntington FC, Roffman JL. Neural determinants of human goal-directed vs. habitual action control and their relation to trait motivation. Sci Rep 2017; 7:6002. [PMID: 28729647 PMCID: PMC5519538 DOI: 10.1038/s41598-017-06284-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 06/12/2017] [Indexed: 01/26/2023] Open
Abstract
Instrumental learning is mediated by goal-directed and habit systems in the brain. While rodent studies implicate distinct prefrontal/striatal regions in goal-directed and habit learning, neural systems underpinning these two processes in humans remain poorly understood. Here, using a validated discrimination learning task that distinguishes goal-directed learning from habit learning in 72 subjects in fMRI, we investigated the corticostriatal correlates of goal-directed learning and tested whether brain activation during learning is associated with trait motivation and behavioral performance in the post-learning test phase. Participants showed enhanced activation in medial prefrontal and posterior cingulate cortices during goal-directed action selection in the training phase, whereas habitual action selection activated bilateral insula, bilateral dorsal caudate and left precentral gyrus. In addition, early phase of learning was associated with increased activation in the frontoparietal control network and dorsal striatum, whereas default mode regions depicted increased activation in the late phase. Finally, avoidance motivation scores measured by Behavioral Inhibition/Activation System (BIS/BAS) correlated with accuracy during goal-directed learning and showed a nominally significant correlation with activation in dorsomedial prefrontal cortex during goal-directed acquisition of stimuli. These findings reveal the temporal dynamics of instrumental behavior and suggest that avoidance motivation predicts performance and brain activity during goal-directed learning.
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Affiliation(s)
- Hamdi Eryilmaz
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Anais Rodriguez-Thompson
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alexandra S Tanner
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Madeline Giegold
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Franklin C Huntington
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joshua L Roffman
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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203
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Markovic V, Agosta F, Canu E, Inuggi A, Petrovic I, Stankovic I, Imperiale F, Stojkovic T, Kostic VS, Filippi M. Role of habenula and amygdala dysfunction in Parkinson disease patients with punding. Neurology 2017; 88:2207-2215. [DOI: 10.1212/wnl.0000000000004012] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 03/15/2017] [Indexed: 12/21/2022] Open
Abstract
Objective:To assess whether a functional dysregulation of the habenula and amygdala, as modulators of the reward brain circuit, contributes to Parkinson disease (PD) punding.Methods:Structural and resting-state functional MRI were obtained from 22 patients with PD punding, 30 patients with PD without any impulsive-compulsive behavior (ICB) matched for disease stage and duration, motor impairment, and cognitive status, and 30 healthy controls. Resting-state functional connectivity of the habenula and amygdala bilaterally was assessed using a seed-based approach. Habenula and amygdala volumes and cortical thickness measures were obtained.Results:Compared to both healthy controls and PD cases without any ICB (PD–no ICB), PD-punding patients showed higher functional connectivity of habenula and amygdala with thalamus and striatum bilaterally, and lower connectivity between bilateral habenula and left frontal and precentral cortices. In PD-punding relative to PD–no ICB patients, a lower functional connectivity between right amygdala and hippocampus was also observed. Habenula and amygdala volumes were not different among groups. PD-punding patients showed a cortical thinning of the left superior frontal and precentral gyri and right middle temporal gyrus and isthmus cingulate compared to healthy controls, and of the right inferior frontal gyrus compared to both controls and PD–no ICB patients.Conclusions:A breakdown of the connectivity among the crucial nodes of the reward circuit (i.e., habenula, amygdala, basal ganglia, frontal cortex) might be a contributory factor to punding in PD. This study provides potential instruments to detect and monitor punding in patients with PD.
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204
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Harvie DS, Moseley GL, Hillier SL, Meulders A. Classical Conditioning Differences Associated With Chronic Pain: A Systematic Review. THE JOURNAL OF PAIN 2017; 18:889-898. [PMID: 28385510 DOI: 10.1016/j.jpain.2017.02.430] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 02/01/2017] [Accepted: 02/20/2017] [Indexed: 01/14/2023]
Abstract
Prominent clinical models of chronic pain propose a fundamental role of classical conditioning in the development of pain-related disability. If classical conditioning is key to this process, then people with chronic pain may show a different response to pain-related conditioned stimuli than healthy control subjects. We set out to determine whether this is the case by undertaking a comprehensive and systematic review of the literature. To identify studies comparing classical conditioning between people with chronic pain and healthy control subjects, the databases MEDLINE, PsychINFO, PsychARTICLES, Scopus, and CINAHL were searched using key words and medical subject headings consistent with 'classical conditioning' and 'pain.' Articles were included when: 1) pain-free control and chronic pain groups were included, and 2) a differential classical conditioning design was used. The systematic search revealed 7 studies investigating differences in classical conditioning between people with chronic pain and healthy control participants. The included studies involved a total of 129 people with chronic pain (fibromyalgia syndrome, spinal pain, hand pain, irritable bowel syndrome), and 104 healthy control participants. Outcomes included indices of pain-related conditioning such as unconditioned stimulus (US) expectancy and contingency awareness, self-report and physiological measures of pain-related fear, evaluative judgements of conditioned stimulus pleasantness, and muscular and cortical responses. Because of variability in outcomes, meta-analyses included a maximum of 4 studies. People with chronic pain tended to show reduced differential learning and flatter generalization gradients with respect to US expectancy and fear-potentiated eyeblink startle responses. Some studies showed a propensity for greater muscular responses and perceptions of unpleasantness in response to pain-associated cues, relative to control cues. PERSPECTIVE The review revealed preliminary evidence that people with chronic pain may exhibit less differential US expectancy and fear learning. This characteristic may contribute to widespread fear-avoidance behavior. The assumption that altered classical conditioning may be a predisposing or maintaining factor for chronic pain remains to be verified.
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Affiliation(s)
- Daniel S Harvie
- Body in Mind Research Group, Sansom Institute for Health Research, University of South Australia, Adelaide, Australia; Recover Injury Research Centre, Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia.
| | - G Lorimer Moseley
- Body in Mind Research Group, Sansom Institute for Health Research, University of South Australia, Adelaide, Australia; Neuroscience Research Australia, Sydney, Australia
| | - Susan L Hillier
- Body in Mind Research Group, Sansom Institute for Health Research, University of South Australia, Adelaide, Australia
| | - Ann Meulders
- Research Group on Health Psychology, University of Leuven, Leuven, Belgium; Center for Excellence on Generalization Research in Health and Psychopathology, University of Leuven, Leuven, Belgium
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205
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Itoh M, Leleu T. Modulation of Context-Dependent Spatiotemporal Patterns within Packets of Spiking Activity. Neural Comput 2017; 29:1263-1292. [PMID: 28333586 DOI: 10.1162/neco_a_00952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Recent experiments have shown that stereotypical spatiotemporal patterns occur during brief packets of spiking activity in the cortex, and it has been suggested that top-down inputs can modulate these patterns according to the context. We propose a simple model that may explain important features of these experimental observations and is analytically tractable. The key mechanism underlying this model is that context-dependent top-down inputs can modulate the effective connection strengths between neurons because of short-term synaptic depression. As a result, the degree of synchrony and, in turn, the spatiotemporal patterns of spiking activity that occur during packets are modulated by the top-down inputs. This is shown using an analytical framework, based on avalanche dynamics, that allows calculating the probability that a given neuron spikes during a packet and numerical simulations. Finally, we show that the spatiotemporal patterns that replay previously experienced sequential stimuli and their binding with their corresponding context can be learned because of spike-timing-dependent plasticity.
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Affiliation(s)
- Miho Itoh
- Keio University, Kohoku-ku, Yokohama 223-8521, Japan
| | - Timothée Leleu
- Institute of Industrial Science, University of Tokyo, Meguro-ku, Tokyo 153-8505, Japan
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206
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Radillo AE, Veliz-Cuba A, Josić K, Kilpatrick ZP. Evidence Accumulation and Change Rate Inference in Dynamic Environments. Neural Comput 2017; 29:1561-1610. [PMID: 28333591 DOI: 10.1162/neco_a_00957] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
In a constantly changing world, animals must account for environmental volatility when making decisions. To appropriately discount older, irrelevant information, they need to learn the rate at which the environment changes. We develop an ideal observer model capable of inferring the present state of the environment along with its rate of change. Key to this computation is an update of the posterior probability of all possible change point counts. This computation can be challenging, as the number of possibilities grows rapidly with time. However, we show how the computations can be simplified in the continuum limit by a moment closure approximation. The resulting low-dimensional system can be used to infer the environmental state and change rate with accuracy comparable to the ideal observer. The approximate computations can be performed by a neural network model via a rate-correlation-based plasticity rule. We thus show how optimal observers accumulate evidence in changing environments and map this computation to reduced models that perform inference using plausible neural mechanisms.
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Affiliation(s)
- Adrian E Radillo
- Department of Mathematics, University of Houston, Houston, TX 77204, U.S.A.
| | - Alan Veliz-Cuba
- Department of Mathematics, University of Dayton, Dayton, OH 45469, U.S.A.
| | - Krešimir Josić
- Department of Mathematics, University of Houston, Houston, TX 77204, U.S.A.; Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, U.S.A.; and Department of BioSciences, Rice University, Houston, TX 77251, U.S.A.
| | - Zachary P Kilpatrick
- Department of Mathematics, University of Houston, Houston, TX 77204; Department of Applied Mathematics, University of Colorado, Boulder, CO 80309, U.S.A.; and Department of Physiology and Biophysics, University of Colorado School of Medicine, Aurora, CO 80045, U.S.A.
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207
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Anderson BA. Reward processing in the value-driven attention network: reward signals tracking cue identity and location. Soc Cogn Affect Neurosci 2017; 12:461-467. [PMID: 27677944 PMCID: PMC5390735 DOI: 10.1093/scan/nsw141] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/26/2016] [Accepted: 09/21/2016] [Indexed: 12/20/2022] Open
Abstract
Through associative reward learning, arbitrary cues acquire the ability to automatically capture visual attention. Previous studies have examined the neural correlates of value-driven attentional orienting, revealing elevated activity within a network of brain regions encompassing the visual corticostriatal loop [caudate tail, lateral occipital complex (LOC) and early visual cortex] and intraparietal sulcus (IPS). Such attentional priority signals raise a broader question concerning how visual signals are combined with reward signals during learning to create a representation that is sensitive to the confluence of the two. This study examines reward signals during the cued reward training phase commonly used to generate value-driven attentional biases. High, compared with low, reward feedback preferentially activated the value-driven attention network, in addition to regions typically implicated in reward processing. Further examination of these reward signals within the visual system revealed information about the identity of the preceding cue in the caudate tail and LOC, and information about the location of the preceding cue in IPS, while early visual cortex represented both location and identity. The results reveal teaching signals within the value-driven attention network during associative reward learning, and further suggest functional specialization within different regions of this network during the acquisition of an integrated representation of stimulus value.
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208
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Garcia JO, Brooks J, Kerick S, Johnson T, Mullen TR, Vettel JM. Estimating direction in brain-behavior interactions: Proactive and reactive brain states in driving. Neuroimage 2017; 150:239-249. [PMID: 28238938 DOI: 10.1016/j.neuroimage.2017.02.057] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 02/13/2017] [Accepted: 02/21/2017] [Indexed: 11/25/2022] Open
Abstract
Conventional neuroimaging analyses have ascribed function to particular brain regions, exploiting the power of the subtraction technique in fMRI and event-related potential analyses in EEG. Moving beyond this convention, many researchers have begun exploring network-based neurodynamics and coordination between brain regions as a function of behavioral parameters or environmental statistics; however, most approaches average evoked activity across the experimental session to study task-dependent networks. Here, we examined on-going oscillatory activity as measured with EEG and use a methodology to estimate directionality in brain-behavior interactions. After source reconstruction, activity within specific frequency bands (delta: 2-3Hz; theta: 4-7Hz; alpha: 8-12Hz; beta: 13-25Hz) in a priori regions of interest was linked to continuous behavioral measurements, and we used a predictive filtering scheme to estimate the asymmetry between brain-to-behavior and behavior-to-brain prediction using a variant of Granger causality. We applied this approach to a simulated driving task and examined directed relationships between brain activity and continuous driving performance (steering behavior or vehicle heading error). Our results indicated that two neuro-behavioral states may be explored with this methodology: a Proactive brain state that actively plans the response to the sensory information and is characterized by delta-beta activity, and a Reactive brain state that processes incoming information and reacts to environmental statistics primarily within the alpha band.
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Affiliation(s)
- Javier O Garcia
- US Army Research Laboratory, Aberdeen Proving Ground, MD, United States; Qusp Labs., San Diego, CA, United States; University of Pennsylvania, Philadelphia, PA, United States.
| | - Justin Brooks
- US Army Research Laboratory, Aberdeen Proving Ground, MD, United States
| | - Scott Kerick
- US Army Research Laboratory, Aberdeen Proving Ground, MD, United States
| | | | | | - Jean M Vettel
- US Army Research Laboratory, Aberdeen Proving Ground, MD, United States; University of California, Santa Barbara, CA, United States; University of Pennsylvania, Philadelphia, PA, United States
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209
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Andreou C, Frielinghaus H, Rauh J, Mußmann M, Vauth S, Braun P, Leicht G, Mulert C. Theta and high-beta networks for feedback processing: a simultaneous EEG-fMRI study in healthy male subjects. Transl Psychiatry 2017; 7:e1016. [PMID: 28140398 PMCID: PMC5299393 DOI: 10.1038/tp.2016.287] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 11/29/2016] [Accepted: 11/30/2016] [Indexed: 12/29/2022] Open
Abstract
The reward system is important in assessing outcomes to guide behavior. To achieve these purposes, its core components interact with several brain areas involved in cognitive and emotional processing. A key mechanism suggested to subserve these interactions is oscillatory activity, with a prominent role of theta and high-beta oscillations. The present study used single-trial coupling of simultaneously recorded electroencephalography and functional magnetic resonance imaging data to investigate networks associated with oscillatory responses to feedback during a two-choice gambling task in healthy male participants (n=19). Differential associations of theta and high-beta oscillations with non-overlapping brain networks were observed: Increase of high-beta power in response to positive feedback was associated with activations in a largely subcortical network encompassing core areas of the reward network. In contrast, theta-band power increase upon loss was associated with activations in a frontoparietal network that included the anterior cingulate cortex. Trait impulsivity correlated significantly with activations in areas of the theta-associated network. Our results suggest that positive and negative feedback is processed by separate brain networks associated with different cognitive functions. Communication within these networks is mediated by oscillations of different frequency, possibly reflecting different modes of dopaminergic signaling.
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Affiliation(s)
- C Andreou
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Center for Gender Research and Early Detection, University of Basel Psychiatric Clinics, Basel, Switzerland
| | - H Frielinghaus
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - J Rauh
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - M Mußmann
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - S Vauth
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - P Braun
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - G Leicht
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - C Mulert
- Psychiatry Neuroimaging Branch, Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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210
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Reynolds JE, Licari MK, Reid SL, Elliott C, Winsor AM, Bynevelt M, Billington J. Reduced relative volume in motor and attention regions in developmental coordination disorder: A voxel‐based morphometry study. Int J Dev Neurosci 2017; 58:59-64. [DOI: 10.1016/j.ijdevneu.2017.01.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 01/18/2017] [Accepted: 01/18/2017] [Indexed: 01/17/2023] Open
Affiliation(s)
- Jess E. Reynolds
- School of Human Sciences, The University of Western AustraliaAustralia
| | - Melissa K. Licari
- School of Human Sciences, The University of Western AustraliaAustralia
| | - Siobhan L. Reid
- School of Human Sciences, The University of Western AustraliaAustralia
| | - Catherine Elliott
- School of Occupational Therapy and Social Work, Curtin UniversityAustralia
- Child and Adolescent Health ServicesWestern AustraliaAustralia
| | - Anne M. Winsor
- Neurological Intervention & Imaging Service of Western AustraliaSir Charles Gairdner HospitalAustralia
| | - Michael Bynevelt
- Neurological Intervention & Imaging Service of Western AustraliaSir Charles Gairdner HospitalAustralia
- Department of Diagnostic ImagingPrincess Margaret Hospital for ChildrenAustralia
| | - Jac Billington
- School of PsychologyFaculty of Medicine and HealthUniversity of LeedsUnited Kingdom
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211
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Machiavellian emotion regulation in a cognitive reappraisal task: An fMRI study. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2017; 17:528-541. [DOI: 10.3758/s13415-016-0495-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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212
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Acikalin MY, Gorgolewski KJ, Poldrack RA. A Coordinate-Based Meta-Analysis of Overlaps in Regional Specialization and Functional Connectivity across Subjective Value and Default Mode Networks. Front Neurosci 2017; 11:1. [PMID: 28154520 PMCID: PMC5243799 DOI: 10.3389/fnins.2017.00001] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 01/03/2017] [Indexed: 11/28/2022] Open
Abstract
Previous research has provided qualitative evidence for overlap in a number of brain regions across the subjective value network (SVN) and the default mode network (DMN). In order to quantitatively assess this overlap, we conducted a series of coordinate-based meta-analyses (CBMA) of results from 466 functional magnetic resonance imaging experiments on task-negative or subjective value-related activations in the human brain. In these analyses, we first identified significant overlaps and dissociations across activation foci related to SVN and DMN. Second, we investigated whether these overlapping subregions also showed similar patterns of functional connectivity, suggesting a shared functional subnetwork. We find considerable overlap between SVN and DMN in subregions of central ventromedial prefrontal cortex (cVMPFC) and dorsal posterior cingulate cortex (dPCC). Further, our findings show that similar patterns of bidirectional functional connectivity between cVMPFC and dPCC are present in both networks. We discuss ways in which our understanding of how subjective value (SV) is computed and represented in the brain can be synthesized with what we know about the DMN, mind-wandering, and self-referential processing in light of our findings.
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Affiliation(s)
- M Yavuz Acikalin
- Graduate School of Business, Stanford University Stanford, CA, USA
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213
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Kaplan R, King J, Koster R, Penny WD, Burgess N, Friston KJ. The Neural Representation of Prospective Choice during Spatial Planning and Decisions. PLoS Biol 2017; 15:e1002588. [PMID: 28081125 PMCID: PMC5231323 DOI: 10.1371/journal.pbio.1002588] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 12/14/2016] [Indexed: 01/17/2023] Open
Abstract
We are remarkably adept at inferring the consequences of our actions, yet the neuronal mechanisms that allow us to plan a sequence of novel choices remain unclear. We used functional magnetic resonance imaging (fMRI) to investigate how the human brain plans the shortest path to a goal in novel mazes with one (shallow maze) or two (deep maze) choice points. We observed two distinct anterior prefrontal responses to demanding choices at the second choice point: one in rostrodorsal medial prefrontal cortex (rd-mPFC)/superior frontal gyrus (SFG) that was also sensitive to (deactivated by) demanding initial choices and another in lateral frontopolar cortex (lFPC), which was only engaged by demanding choices at the second choice point. Furthermore, we identified hippocampal responses during planning that correlated with subsequent choice accuracy and response time, particularly in mazes affording sequential choices. Psychophysiological interaction (PPI) analyses showed that coupling between the hippocampus and rd-mPFC increases during sequential (deep versus shallow) planning and is higher before correct versus incorrect choices. In short, using a naturalistic spatial planning paradigm, we reveal how the human brain represents sequential choices during planning without extensive training. Our data highlight a network centred on the cortical midline and hippocampus that allows us to make prospective choices while maintaining initial choices during planning in novel environments. Using neuroimaging and computational modelling, this study explains how the human brain represents initial versus subsequent choices during spatial planning in novel environments. We are remarkably adept at inferring the consequences of our actions, even in novel situations. However, the neuronal mechanisms that allow us to plan a sequence of novel choices remain a mystery. One hypothesis is that anterior prefrontal brain regions can jump ahead from an initial decision to evaluate subsequent choices. Here, we examine how the brain represents initial versus subsequent choices of varying difficulty during spatial planning in novel environments. Specifically, participants visually searched for the shortest path to a goal in pictures of novel mazes that contained one or two path junctions. We monitored the participants’ brain activity during the task with functional magnetic resonance imaging (fMRI). We observed, in the anterior prefrontal brain, two distinct responses to demanding choices at the second junction: one in the rostrodorsal medial prefrontal cortex (rd-mPFC), which also signalled less demanding initial choices, and another one in the lateral frontopolar cortex (lFPC), which was only engaged by demanding choices at the second junction. Notably, interactions of the rd-mPFC with the hippocampus, a region associated with memory, increased when planning required extensive deliberation and particularly when planning led to accurate choices. Our findings show how humans can rapidly formulate a plan in novel environments. More broadly, these data uncover potential neural mechanisms underlying how we make inferences about states beyond a current subjective state.
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Affiliation(s)
- Raphael Kaplan
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
- * E-mail:
| | - John King
- UCL Institute of Cognitive Neuroscience, University College London, London, United Kingdom
- Clinical, Education and Health Psychology, University College London, London, United Kingdom
| | - Raphael Koster
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
- UCL Institute of Cognitive Neuroscience, University College London, London, United Kingdom
| | - William D. Penny
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
| | - Neil Burgess
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
- UCL Institute of Cognitive Neuroscience, University College London, London, United Kingdom
- UCL Institute of Neurology, University College London, London, United Kingdom
| | - Karl J. Friston
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
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214
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Schroder HS, Glazer JE, Bennett KP, Moran TP, Moser JS. Suppression of error-preceding brain activity explains exaggerated error monitoring in females with worry. Biol Psychol 2017; 122:33-41. [DOI: 10.1016/j.biopsycho.2016.03.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Revised: 03/22/2016] [Accepted: 03/24/2016] [Indexed: 12/26/2022]
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215
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Vatansever D, Manktelow A, Sahakian B, Menon D, Stamatakis E. Angular default mode network connectivity across working memory load. Hum Brain Mapp 2017; 38:41-52. [PMID: 27489137 PMCID: PMC6866899 DOI: 10.1002/hbm.23341] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 07/04/2016] [Accepted: 07/27/2016] [Indexed: 01/29/2023] Open
Abstract
Initially identified during no-task, baseline conditions, it has now been suggested that the default mode network (DMN) engages during a variety of working memory paradigms through its flexible interactions with other large-scale brain networks. Nevertheless, its contribution to whole-brain connectivity dynamics across increasing working memory load has not been explicitly assessed. The aim of our study was to determine which DMN hubs relate to working memory task performance during an fMRI-based n-back paradigm with parametric increases in difficulty. Using a voxel-wise metric, termed the intrinsic connectivity contrast (ICC), we found that the bilateral angular gyri (core DMN hubs) displayed the greatest change in global connectivity across three levels of n-back task load. Subsequent seed-based functional connectivity analysis revealed that the angular DMN regions robustly interact with other large-scale brain networks, suggesting a potential involvement in the global integration of information. Further support for this hypothesis comes from the significant correlations we found between angular gyri connectivity and reaction times to correct responses. The implication from our study is that the DMN is actively involved during the n-back task and thus plays an important role related to working memory, with its core angular regions contributing to the changes in global brain connectivity in response to increasing environmental demands. Hum Brain Mapp 38:41-52, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- D. Vatansever
- Division of Anaesthesia and Department of Clinical NeurosciencesSchool of Clinical MedicineUniversity of CambridgeCambridgeUnited Kingdom
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUnited Kingdom
| | - A.E. Manktelow
- Division of Anaesthesia and Department of Clinical NeurosciencesSchool of Clinical MedicineUniversity of CambridgeCambridgeUnited Kingdom
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUnited Kingdom
| | - B.J. Sahakian
- Department of Psychiatry, School of Clinical MedicineUniversity of CambridgeCambridgeUnited Kingdom
| | - D.K. Menon
- Division of Anaesthesia and Department of Clinical NeurosciencesSchool of Clinical MedicineUniversity of CambridgeCambridgeUnited Kingdom
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUnited Kingdom
| | - E.A. Stamatakis
- Division of Anaesthesia and Department of Clinical NeurosciencesSchool of Clinical MedicineUniversity of CambridgeCambridgeUnited Kingdom
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUnited Kingdom
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216
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Neural correlates of increased risk-taking propensity in sleep-deprived people along with a changing risk level. Brain Imaging Behav 2016; 11:1910-1921. [DOI: 10.1007/s11682-016-9658-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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217
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Donovan NJ, Okereke OI, Vannini P, Amariglio RE, Rentz DM, Marshall GA, Johnson KA, Sperling RA. Association of Higher Cortical Amyloid Burden With Loneliness in Cognitively Normal Older Adults. JAMA Psychiatry 2016; 73:1230-1237. [PMID: 27806159 PMCID: PMC5257284 DOI: 10.1001/jamapsychiatry.2016.2657] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Emotional and behavioral symptoms in cognitively normal older people may be direct manifestations of Alzheimer disease (AD) pathophysiology at the preclinical stage, prior to the onset of mild cognitive impairment. Loneliness is a perceived state of social and emotional isolation that has been associated with cognitive and functional decline and an increased risk of incident AD dementia. We hypothesized that loneliness might occur in association with elevated cortical amyloid burden, an in vivo research biomarker of AD. OBJECTIVE To determine whether cortical amyloid burden is associated with greater loneliness in cognitively normal older adults. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional analyses using data from the Harvard Aging Brain Study of 79 cognitively normal, community-dwelling participants. A continuous, aggregate measure of cortical amyloid burden, determined by Pittsburgh Compound B-positron emission tomography (PiB-PET), was examined in association with loneliness in linear regression models adjusting for age, sex, apolipoprotein E ε4 (APOEε4), socioeconomic status, depression, anxiety, and social network (without and with the interaction of amyloid and APOEε4). We also quantified the association of high amyloid burden (amyloid-positive group) to loneliness (lonely group) using logistic regression, controlling for the same covariates, with the amyloid-positive group and the lonely group, each composing 32% of the sample (n = 25). MAIN OUTCOMES AND MEASURES Loneliness, as determined by the 3-item UCLA Loneliness Scale (possible range, 3-12, with higher score indicating greater loneliness). RESULTS The 79 participants included 43 women and 36 men with a mean (SD) age of 76.4 (6.2) years. Mean (SD) cortical amyloid burden via PiB-PET was 1.230 (0.209), and the mean (SD) UCLA-3 loneliness score was 5.3 (1.8). Twenty-two (28%) had positive APOEε4 carrier status, and 25 (32%) were in the amyloid-positive group with cortical PiB distribution volume ratio greater than 1.2. Controlling for age, sex, APOEε4, socioeconomic status, depression, anxiety, and social network, we found that higher amyloid burden was significantly associated with greater loneliness: compared with individuals in the amyloid-negative group, those in the amyloid-positive group were 7.5-fold (95% CI, 1.7-fold to 34.0-fold) more likely to be classified as lonely than nonlonely (β = 3.3, partial r = 0.4, P = .002). Furthermore, the association of high amyloid burden and loneliness was stronger in APOEε4 carriers than in noncarriers. CONCLUSIONS AND RELEVANCE We report a novel association of loneliness with cortical amyloid burden in cognitively normal older adults, suggesting that loneliness is a neuropsychiatric symptom relevant to preclinical AD. This work will inform new research into the neural underpinnings and disease mechanisms involved in loneliness and may enhance early detection and intervention research in AD.
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Affiliation(s)
- Nancy J. Donovan
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts3Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts4Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Olivia I. Okereke
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Patrizia Vannini
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Rebecca E. Amariglio
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts5Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Dorene M. Rentz
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts3Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts5Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Gad A. Marshall
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts5Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Keith A. Johnson
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts5Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston6Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Reisa A. Sperling
- Center for Alzheimer Research and Treatment, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts2Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts5Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston
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218
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Influencing connectivity and cross-frequency coupling by real-time source localized neurofeedback of the posterior cingulate cortex reduces tinnitus related distress. Neurobiol Stress 2016; 8:211-224. [PMID: 29888315 PMCID: PMC5991329 DOI: 10.1016/j.ynstr.2016.11.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 11/15/2016] [Accepted: 11/19/2016] [Indexed: 12/20/2022] Open
Abstract
Background In this study we are using source localized neurofeedback to moderate tinnitus related distress by influencing neural activity of the target region as well as the connectivity within the default network. Hypothesis We hypothesize that up-training alpha and down-training beta and gamma activity in the posterior cingulate cortex has a moderating effect on tinnitus related distress by influencing neural activity of the target region as well as the connectivity within the default network and other functionally connected brain areas. Methods Fifty-eight patients with chronic tinnitus were included in the study. Twenty-three tinnitus patients received neurofeedback training of the posterior cingulate cortex with the aim of up-training alpha and down-training beta and gamma activity, while 17 patients underwent training of the lingual gyrus as a control situation. A second control group consisted of 18 tinnitus patients on a waiting list for future tinnitus treatment. Results This study revealed that neurofeedback training of the posterior cingulate cortex results in a significant decrease of tinnitus related distress. No significant effect on neural activity of the target region could be obtained. However, functional and effectivity connectivity changes were demonstrated between remote brain regions or functional networks as well as by altering cross frequency coupling of the posterior cingulate cortex. Conclusion This suggests that neurofeedback could remove the information, processed in beta and gamma, from the carrier wave, alpha, which transports the high frequency information and influences the salience attributed to the tinnitus sound. Based on the observation that much pathology is the result of an abnormal functional connectivity within and between neural networks various pathologies should be considered eligible candidates for the application of source localized EEG based neurofeedback training.
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219
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Abstract
Homeostasis is the basis of modern medicine and allostasis, a further elaboration of homeostasis, has been defined as stability through change, which was later modified to predictive reference resetting. It has been suggested that pleasure is related to salience (behavioral relevance), and withdrawal has been linked to allostasis in addictive types. The question arises how the clinical and neural signatures of pleasure, salience, allostasis and withdrawal relate, both in a non-addicted and addicted state. Resting state EEGs were performed in 66 people, involving a food-addicted obese group, a non-food addicted obese group and a lean control group. Correlation analyses were performed on behavioral data, and correlation, comparative and conjunction analyses were performed to extract electrophysiological relationships between pleasure, salience, allostasis and withdrawal. Pleasure/liking seems to be the phenomenological expression that enough salient stimuli are obtained, and withdrawal can be seen as a motivational incentive because due to allostatic reference resetting, more stimuli are required. In addition, in contrast to non-addiction, a pathological, non-adaptive salience attached to food results in withdrawal mediated through persistent allostatic reference resetting.
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220
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Cho C, Smith DV, Delgado MR. Reward Sensitivity Enhances Ventrolateral Prefrontal Cortex Activation during Free Choice. Front Neurosci 2016; 10:529. [PMID: 27917106 PMCID: PMC5114280 DOI: 10.3389/fnins.2016.00529] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 10/31/2016] [Indexed: 01/28/2023] Open
Abstract
Expressing one's preference via choice can be rewarding, particularly when decisions are voluntarily made as opposed to being forced. An open question is whether engaging in choices involving rewards recruits distinct neural systems as a function of sensitivity to reward. Reward sensitivity is a trait partly influenced by the mesolimbic dopamine system, which can impact an individual's neural and behavioral response to reward cues. Here, we investigated how reward sensitivity contributes to neural activity associated with free and forced choices. Participants underwent a simple decision-making task, which presented free- or forced-choice trials in the scanner. Each trial presented two cues (i.e., points or information) that led to monetary reward at the end of the task. In free-choice trials, participants were offered the opportunity to choose between different reward cues (e.g., points vs. information), whereas forced-choice trials forced individuals to choose within a given reward cue (e.g., information vs. information, or points vs. points). We found enhanced ventrolateral prefrontal cortex (VLPFC) activation during free choice compared to forced choice in individuals with high reward sensitivity scores. Next, using the VLPFC as a seed, we conducted a PPI analysis to identify brain regions that enhance connectivity with the VLPFC during free choice. Our PPI analyses on free vs. forced choice revealed increased VLPFC connectivity with the posterior cingulate and precentral gyrus in reward sensitive individuals. These findings suggest reward sensitivity may recruit attentional control processes during free choice potentially supporting goal-directed behavior and action selection.
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Affiliation(s)
- Catherine Cho
- Department of Psychology, Rutgers University Newark, NJ, USA
| | - David V Smith
- Department of Psychology, Temple University Philadelphia, PA, USA
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221
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Goodyear K, Parasuraman R, Chernyak S, Madhavan P, Deshpande G, Krueger F. Advice Taking from Humans and Machines: An fMRI and Effective Connectivity Study. Front Hum Neurosci 2016; 10:542. [PMID: 27867351 PMCID: PMC5095979 DOI: 10.3389/fnhum.2016.00542] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Accepted: 10/12/2016] [Indexed: 11/23/2022] Open
Abstract
With new technological advances, advice can come from different sources such as machines or humans, but how individuals respond to such advice and the neural correlates involved need to be better understood. We combined functional MRI and multivariate Granger causality analysis with an X-ray luggage-screening task to investigate the neural basis and corresponding effective connectivity involved with advice utilization from agents framed as experts. Participants were asked to accept or reject good or bad advice from a human or machine agent with low reliability (high false alarm rate). We showed that unreliable advice decreased performance overall and participants interacting with the human agent had a greater depreciation of advice utilization during bad advice compared to the machine agent. These differences in advice utilization can be perceivably due to reevaluation of expectations arising from association of dispositional credibility for each agent. We demonstrated that differences in advice utilization engaged brain regions that may be associated with evaluation of personal characteristics and traits (precuneus, posterior cingulate cortex, temporoparietal junction) and interoception (posterior insula). We found that the right posterior insula and left precuneus were the drivers of the advice utilization network that were reciprocally connected to each other and also projected to all other regions. Our behavioral and neuroimaging results have significant implications for society because of progressions in technology and increased interactions with machines.
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Affiliation(s)
- Kimberly Goodyear
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, ProvidenceRI, USA; Section on Clinical Psychoneuroendocrinology and Neuropsychopharmacology, National Institute on Alcohol Abuse and Alcoholism and National Institute on Drug Abuse, BethesdaMD, USA
| | - Raja Parasuraman
- Department of Psychology, George Mason University, Fairfax VA, USA
| | - Sergey Chernyak
- Molecular Neuroscience Department, George Mason University, Fairfax VA, USA
| | | | - Gopikrishna Deshpande
- Auburn University MRI Research Center, Department of Electrical & Computer Engineering, Auburn University, AuburnAL, USA; Department of Psychology, Auburn University, AuburnAL, USA; Alabama Advanced Imaging Consortium, Auburn University and University of Alabama, BirminghamAL, USA
| | - Frank Krueger
- Department of Psychology, George Mason University, FairfaxVA, USA; Molecular Neuroscience Department, George Mason University, FairfaxVA, USA
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222
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Zakiniaeiz Y, Scheinost D, Seo D, Sinha R, Constable RT. Cingulate cortex functional connectivity predicts future relapse in alcohol dependent individuals. NEUROIMAGE-CLINICAL 2016; 13:181-187. [PMID: 27981033 PMCID: PMC5144743 DOI: 10.1016/j.nicl.2016.10.019] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 10/04/2016] [Accepted: 10/24/2016] [Indexed: 01/09/2023]
Abstract
Alcohol dependence is a chronic relapsing illness. Alcohol and stress cues have consistently been shown to increase craving and relapse risk in recovering alcohol dependent (AUD) patients. However, differences in functional connectivity in response to these cues have not been studied using data-driven approaches. Here, voxel-wise connectivity is used in a whole-brain investigation of functional connectivity differences associated with alcohol and stress cues and to examine whether these differences are related to subsequent relapse. In Study 1, 45, 4- to 8-week abstinent, recovering AUD patients underwent functional magnetic resonance imaging during individualized imagery of alcohol, stress, and neutral cues. Relapse measures were collected prospectively for 90 days post-discharge from inpatient treatment. AUD patients showed blunted anterior (ACC), mid (MCC) and posterior cingulate cortex (PCC), voxel-wise connectivity responses to stress compared to neutral cues and blunted PCC response to alcohol compared to neutral cues. Using Cox proportional hazard regression, weaker connectivity in ACC and MCC during neutral exposure was associated with longer time to relapse (better recovery outcome). Similarly, greater connectivity in PCC during alcohol-cue compared to stress cue was associated with longer time to relapse. In Study 2, a sub-group of 30 AUD patients were demographically-matched to 30 healthy control (HC) participants for group comparisons. AUD compared to HC participants showed reduced cingulate connectivity during alcohol and stress cues. Using novel data-driven approaches, the cingulate cortex emerged as a key region in the disruption of functional connectivity during alcohol and stress-cue processing in AUD patients and as a marker of subsequent alcohol relapse. AUD patients showed blunted cingulate connectivity to alcohol and stress cues. Cingulate connectivity predicted time to relapse in AUD patients. Greater PCC connectivity during alcohol cues predicted longer time to relapse. AUD vs. HC subjects showed less cingulate connectivity to alcohol and stress cues. The cingulate cortex emerged as a marker of subsequent alcohol relapse.
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Affiliation(s)
- Yasmin Zakiniaeiz
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, United States
| | - Dustin Scheinost
- Department Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, United States
| | - Dongju Seo
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Rajita Sinha
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - R Todd Constable
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, United States; Department Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, United States; Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, United States
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223
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Marstaller L, Burianová H, Reutens DC. Adaptive contextualization: A new role for the default mode network in affective learning. Hum Brain Mapp 2016; 38:1082-1091. [PMID: 27767246 DOI: 10.1002/hbm.23442] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 10/11/2016] [Accepted: 10/12/2016] [Indexed: 01/21/2023] Open
Abstract
Safety learning describes the ability to learn that certain cues predict the absence of a dangerous or threatening event. Although incidental observations of activity within the default mode network (DMN) during the processing of safety cues have been reported previously, there is as yet no evidence demonstrating that the DMN plays a functional rather than a corollary role in safety learning. Using functional magnetic resonance imaging and a Pavlovian fear conditioning and extinction paradigm, we investigated the neural correlates of danger and safety learning. Our results provide evidence for a functional role of the DMN by showing that (i) the DMN is activated by safety but not danger cues, (ii) the DMN is anti-correlated with a fear-processing network, and (iii) DMN activation increases with safety learning. Based on our results, we formulate a novel proposal, arguing that activity within the DMN supports the contextualization of safety memories, constrains the generalization of fear, and supports adaptive fear learning. Our findings have important implications for our understanding of affective and stress disorders, which are characterized by aberrant DMN activity, as they suggest that therapies targeting the DMN through mindfulness practice or brain stimulation might help prevent pathological over-generalization of fear associations. Hum Brain Mapp 38:1082-1091, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Lars Marstaller
- Centre for Advanced Imaging, University of Queensland, Brisbane, Australia.,School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Hana Burianová
- Centre for Advanced Imaging, University of Queensland, Brisbane, Australia.,Department of Psychology, Swansea University, Swansea, United Kingdom
| | - David C Reutens
- Centre for Advanced Imaging, University of Queensland, Brisbane, Australia
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224
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Fujimoto T, Okumura E, Kodabashi A, Takeuchi K, Otsubo T, Nakamura K, Yatsushiro K, Sekine M, Kamiya S, Shimooki S, Tamura T. Sex Differences in Gamma Band Functional Connectivity Between the Frontal Lobe and Cortical Areas During an Auditory Oddball Task, as Revealed by Imaginary Coherence Assessment. Open Neuroimag J 2016; 10:85-101. [PMID: 27708745 PMCID: PMC5041205 DOI: 10.2174/1874440001610010085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 06/22/2016] [Accepted: 08/11/2016] [Indexed: 11/22/2022] Open
Abstract
We studied sex-related differences in gamma oscillation during an auditory oddball task, using magnetoencephalography and electroencephalography assessment of imaginary coherence (IC). We obtained a statistical source map of event-related desynchronization (ERD) / event-related synchronization (ERS), and compared females and males regarding ERD / ERS. Based on the results, we chose respectively seed regions for IC determinations in low (30-50 Hz), mid (50-100 Hz) and high gamma (100-150 Hz) bands. In males, ERD was increased in the left posterior cingulate cortex (CGp) at 500 ms in the low gamma band, and in the right caudal anterior cingulate cortex (cACC) at 125 ms in the mid-gamma band. ERS was increased in the left rostral anterior cingulate cortex (rACC) at 375 ms in the high gamma band. We chose the CGp, cACC and rACC as seeds, and examined IC between the seed and certain target regions using the IC map. IC changes depended on the height of the gamma frequency and the time window in the gamma band. Although IC in the mid and high gamma bands did not show sex-specific differences, IC at 30-50 Hz in males was increased between the left rACC and the frontal, orbitofrontal, inferior temporal and fusiform target regions. Increased IC in males suggested that males may acomplish the task constructively, analysingly, emotionally, and by perfoming analysis, and that information processing was more complicated in the cortico-cortical circuit. On the other hand, females showed few differences in IC. Females planned the task with general attention and economical well-balanced processing, which was explained by the higher overall functional cortical connectivity. CGp, cACC and rACC were involved in sex differences in information processing and were likely related to differences in neuroanatomy, hormones and neurotransmitter systems.
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Affiliation(s)
- Toshiro Fujimoto
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Eiichi Okumura
- Medical Imaging Business Department, Ricoh Company, Ltd., Ishikawa, Japan
| | - Atsushi Kodabashi
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Kouzou Takeuchi
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Toshiaki Otsubo
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Katsumi Nakamura
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | | | - Masaki Sekine
- Osaka Electro-Communication University, Faculty of Biomedical Engineering, Osaka, Japan
| | - Shinichiro Kamiya
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Susumu Shimooki
- Fujimoto General Hospital, Fujimoto Medical Systems, Miyazaki, Japan
| | - Toshiyo Tamura
- Osaka Electro-Communication University, Faculty of Biomedical Engineering, Osaka, Japan
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225
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Karuza EA, Li P, Weiss DJ, Bulgarelli F, Zinszer BD, Aslin RN. Sampling over Nonuniform Distributions: A Neural Efficiency Account of the Primacy Effect in Statistical Learning. J Cogn Neurosci 2016; 28:1484-500. [PMID: 27315265 PMCID: PMC5576997 DOI: 10.1162/jocn_a_00990] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Successful knowledge acquisition requires a cognitive system that is both sensitive to statistical information and able to distinguish among multiple structures (i.e., to detect pattern shifts and form distinct representations). Extensive behavioral evidence has highlighted the importance of cues to structural change, demonstrating how, without them, learners fail to detect pattern shifts and are biased in favor of early experience. Here, we seek a neural account of the mechanism underpinning this primacy effect in learning. During fMRI scanning, adult participants were presented with two artificial languages: a familiar language (L1) on which they had been pretrained followed by a novel language (L2). The languages were composed of the same syllable inventory organized according to unique statistical structures. In the absence of cues to the transition between languages, posttest familiarity judgments revealed that learners on average more accurately segmented words from the familiar language compared with the novel one. Univariate activation and functional connectivity analyses showed that participants with the strongest learning of L1 had decreased recruitment of fronto-subcortical and posterior parietal regions, in addition to a dissociation between downstream regions and early auditory cortex. Participants with a strong new language learning capacity (i.e., higher L2 scores) showed the opposite trend. Thus, we suggest that a bias toward neural efficiency, particularly as manifested by decreased sampling from the environment, accounts for the primacy effect in learning. Potential implications of this hypothesis are discussed, including the possibility that "inefficient" learning systems may be more sensitive to structural changes in a dynamic environment.
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Affiliation(s)
| | - Ping Li
- Pennsylvania State University
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226
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Papini C, White TP, Montagna A, Brittain PJ, Froudist-Walsh S, Kroll J, Karolis V, Simonelli A, Williams SC, Murray RM, Nosarti C. Altered resting-state functional connectivity in emotion-processing brain regions in adults who were born very preterm. Psychol Med 2016; 46:3025-3039. [PMID: 27523311 PMCID: PMC5080670 DOI: 10.1017/s0033291716001604] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 06/13/2016] [Accepted: 06/16/2016] [Indexed: 11/05/2022]
Abstract
BACKGROUND Very preterm birth (VPT; <32 weeks of gestation) has been associated with impairments in emotion regulation, social competence and communicative skills. However, the neuroanatomical mechanisms underlying such impairments have not been systematically studied. Here we investigated the functional integrity of the amygdala connectivity network in relation to the ability to recognize emotions from facial expressions in VPT adults. METHOD Thirty-six VPT-born adults and 38 age-matched controls were scanned at rest in a 3-T MRI scanner. Resting-state functional connectivity (rs-fc) was assessed with SPM8. A seed-based analysis focusing on three amygdalar subregions (centro-medial/latero-basal/superficial) was performed. Participants' ability to recognize emotions was assessed using dynamic stimuli of human faces expressing six emotions at different intensities with the Emotion Recognition Task (ERT). RESULTS VPT individuals compared to controls showed reduced rs-fc between the superficial subregion of the left amygdala, and the right posterior cingulate cortex (p = 0.017) and the left precuneus (p = 0.002). The VPT group further showed elevated rs-fc between the left superficial amygdala and the superior temporal sulcus (p = 0.008). Performance on the ERT showed that the VPT group was less able than controls to recognize anger at low levels of intensity. Anger scores were significantly associated with rs-fc between the superficial amygdala and the posterior cingulate cortex in controls but not in VPT individuals. CONCLUSIONS These findings suggest that alterations in rs-fc between the amygdala, parietal and temporal cortices could represent the mechanism linking VPT birth and deficits in emotion processing.
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Affiliation(s)
- C. Papini
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
- Department of Developmental Psychology and
Socialisation, University of Padua,
Padua, Italy
| | - T. P. White
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
- School of Psychology,
University of Birmingham, Edgbaston,
Birmingham, UK
| | - A. Montagna
- Division of Imaging Sciences and Biomedical
Engineering, Centre for the Developing Brain,
King's College London, St. Thomas’
Hospital, London, UK
| | - P. J. Brittain
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
| | - S. Froudist-Walsh
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
| | - J. Kroll
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
| | - V. Karolis
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
| | - A. Simonelli
- Department of Developmental Psychology and
Socialisation, University of Padua,
Padua, Italy
| | - S. C. Williams
- Department of Neuroimaging,
Centre for Neuroimaging Sciences, Institute of
Psychiatry, Psychology and Neuroscience,
King's College London, De Crespigny Park,
London, UK
| | - R. M. Murray
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
| | - C. Nosarti
- Department of Psychosis Studies,
Institute of Psychiatry, Psychology and
Neuroscience, King's College London, De
Crespigny Park, London, UK
- Department of Developmental Psychology and
Socialisation, University of Padua,
Padua, Italy
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227
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Brünner YF, Rodriguez-Raecke R, Mutic S, Benedict C, Freiherr J. Neural correlates of olfactory and visual memory performance in 3D-simulated mazes after intranasal insulin application. Neurobiol Learn Mem 2016; 134 Pt B:256-63. [DOI: 10.1016/j.nlm.2016.07.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 07/06/2016] [Accepted: 07/28/2016] [Indexed: 11/30/2022]
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228
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Wang L, Wu L, Lin X, Zhang Y, Zhou H, Du X, Dong G. Altered brain functional networks in people with Internet gaming disorder: Evidence from resting-state fMRI. Psychiatry Res Neuroimaging 2016; 254:156-163. [PMID: 27447451 DOI: 10.1016/j.pscychresns.2016.07.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 06/11/2016] [Accepted: 07/05/2016] [Indexed: 01/28/2023]
Abstract
Although numerous neuroimaging studies have detected structural and functional abnormality in specific brain regions and connections in subjects with Internet gaming disorder (IGD), the topological organization of the whole-brain network in IGD remain unclear. In this study, we applied graph theoretical analysis to explore the intrinsic topological properties of brain networks in Internet gaming disorder (IGD). 37 IGD subjects and 35 matched healthy control (HC) subjects underwent a resting-state functional magnetic resonance imaging scan. The functional networks were constructed by thresholding partial correlation matrices of 90 brain regions. Then we applied graph-based approaches to analysis their topological attributes, including small-worldness, nodal metrics, and efficiency. Both IGD and HC subjects show efficient and economic brain network, and small-world topology. Although there was no significant group difference in global topology metrics, the IGD subjects showed reduced regional centralities in the prefrontal cortex, left posterior cingulate cortex, right amygdala, and bilateral lingual gyrus, and increased functional connectivity in sensory-motor-related brain networks compared to the HC subjects. These results imply that people with IGD may be associated with functional network dysfunction, including impaired executive control and emotional management, but enhanced coordination among visual, sensorimotor, auditory and visuospatial systems.
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Affiliation(s)
- Lingxiao Wang
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Lingdan Wu
- Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Xiao Lin
- Center for Life Science, Peking University, Beijing, China
| | - Yifen Zhang
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Hongli Zhou
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Xiaoxia Du
- Department of Physics, Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China
| | - Guangheng Dong
- Department of Psychology, Zhejiang Normal University, Jinhua, China.
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229
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Colom R, Martínez K, Burgaleta M, Román FJ, García-García D, Gunter JL, Hua X, Jaeggi SM, Thompson PM. Gray matter volumetric changes with a challenging adaptive cognitive training program based on the dual n-back task. PERSONALITY AND INDIVIDUAL DIFFERENCES 2016. [DOI: 10.1016/j.paid.2016.03.087] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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230
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Krieger-Redwood K, Jefferies E, Karapanagiotidis T, Seymour R, Nunes A, Ang JWA, Majernikova V, Mollo G, Smallwood J. Down but not out in posterior cingulate cortex: Deactivation yet functional coupling with prefrontal cortex during demanding semantic cognition. Neuroimage 2016; 141:366-377. [PMID: 27485753 PMCID: PMC5035136 DOI: 10.1016/j.neuroimage.2016.07.060] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 06/11/2016] [Accepted: 07/29/2016] [Indexed: 11/03/2022] Open
Abstract
The posterior cingulate cortex (pCC) often deactivates during complex tasks, and at rest is often only weakly correlated with regions that play a general role in the control of cognition. These observations led to the hypothesis that pCC contributes to automatic aspects of memory retrieval and cognition. Recent work, however, has suggested that the pCC may support both automatic and controlled forms of memory processing and may do so by changing its communication with regions that are important in the control of cognition across multiple domains. The current study examined these alternative views by characterising the functional coupling of the pCC in easy semantic decisions (based on strong global associations) and in harder semantic tasks (matching words on the basis of specific non-dominant features). Increasingly difficult semantic decisions led to the expected pattern of deactivation in the pCC; however, psychophysiological interaction analysis revealed that, under these conditions, the pCC exhibited greater connectivity with dorsolateral prefrontal cortex (PFC), relative to both easier semantic decisions and to a period of rest. In a second experiment using different participants, we found that functional coupling at rest between the pCC and the same region of dorsolateral PFC was stronger for participants who were more efficient at semantic tasks when assessed in a subsequent laboratory session. Thus, although overall levels of activity in the pCC are reduced during external tasks, this region may show greater coupling with executive control regions when information is retrieved from memory in a goal-directed manner.
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Affiliation(s)
- Katya Krieger-Redwood
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom.
| | - Elizabeth Jefferies
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | | | - Robert Seymour
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | - Adonany Nunes
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | - Jit Wei Aaron Ang
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | - Vierra Majernikova
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | - Giovanna Mollo
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
| | - Jonathan Smallwood
- Department of Psychology/York Neuroimaging Centre, University of York, Heslington, York, United Kingdom
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231
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Hierarchical decision processes that operate over distinct timescales underlie choice and changes in strategy. Proc Natl Acad Sci U S A 2016; 113:E4531-40. [PMID: 27432960 DOI: 10.1073/pnas.1524685113] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Decision-making in a natural environment depends on a hierarchy of interacting decision processes. A high-level strategy guides ongoing choices, and the outcomes of those choices determine whether or not the strategy should change. When the right decision strategy is uncertain, as in most natural settings, feedback becomes ambiguous because negative outcomes may be due to limited information or bad strategy. Disambiguating the cause of feedback requires active inference and is key to updating the strategy. We hypothesize that the expected accuracy of a choice plays a crucial rule in this inference, and setting the strategy depends on integration of outcome and expectations across choices. We test this hypothesis with a task in which subjects report the net direction of random dot kinematograms with varying difficulty while the correct stimulus-response association undergoes invisible and unpredictable switches every few trials. We show that subjects treat negative feedback as evidence for a switch but weigh it with their expected accuracy. Subjects accumulate switch evidence (in units of log-likelihood ratio) across trials and update their response strategy when accumulated evidence reaches a bound. A computational framework based on these principles quantitatively explains all aspects of the behavior, providing a plausible neural mechanism for the implementation of hierarchical multiscale decision processes. We suggest that a similar neural computation-bounded accumulation of evidence-underlies both the choice and switches in the strategy that govern the choice, and that expected accuracy of a choice represents a key link between the levels of the decision-making hierarchy.
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232
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Park SY, Kim SM, Roh S, Soh MA, Lee SH, Kim H, Lee YS, Han DH. The effects of a virtual reality treatment program for online gaming addiction. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2016; 129:99-108. [PMID: 26860055 DOI: 10.1016/j.cmpb.2016.01.015] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 12/17/2015] [Accepted: 01/14/2016] [Indexed: 06/05/2023]
Abstract
BACKGROUND AND OBJECTIVE Neuroimaging studies have demonstrated dysfunction in the brain reward circuit in individuals with online gaming addiction (OGA). We hypothesized that virtual reality therapy (VRT) for OGA would improve the functional connectivity (FC) of the cortico-striatal-limbic circuit by stimulating the limbic system. METHODS Twenty-four adults with OGA were randomly assigned to a cognitive behavior therapy (CBT) group or VRT group. Before and after the four-week treatment period, the severity of OGA was evaluated with Young's Internet Addiction Scale (YIAS). Using functional magnetic resonance imaging, the amplitude of low-frequency fluctuation (ALFF) and FC from the posterior cingulate cortex (PCC) seed to other brain areas were evaluated. Twelve casual game users were also recruited and underwent only baseline assessment. RESULTS After treatment, both CBT and VRT groups showed reductions in YIAS scores. At baseline, the OGA group showed a smaller ALFF within the right middle frontal gyrus and reduced FC in the cortico-striatal-limbic circuit. In the VRT group, connectivity from the PCC seed to the left middle frontal and bilateral temporal lobe increased after VRT. CONCLUSION VRT seemed to reduce the severity of OGA, showing effects similar to CBT, and enhanced the balance of the cortico-striatal-limbic circuit.
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Affiliation(s)
- Sung Yong Park
- Department of Psychiatry, Chung-Ang University Medical Center, 102 Heukseok-ro, Dongjak-gu, Seoul 156-755, Republic of Korea.
| | - Sun Mi Kim
- Department of Psychiatry, Chung-Ang University Medical Center, 102 Heukseok-ro, Dongjak-gu, Seoul 156-755, Republic of Korea.
| | - Sungwon Roh
- Department of Psychiatry, Hanyang University College of Medicine, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, Republic of Korea.
| | - Min-Ah Soh
- Department of Mental Health Research, Seoul National Hospital, Junggok 3-dong, Gwangjin-gu, Seoul 143-711, Republic of Korea.
| | - Sang Hoon Lee
- Eun Hye Hospital, Simgok-dong, Seo-gu, Incheon 404-793, Republic of Korea.
| | - Hyungjin Kim
- Department of Psychology, Rice University, 6100 Main Street, Houston, TX 77005, USA.
| | - Young Sik Lee
- Department of Psychiatry, Chung-Ang University Medical Center, 102 Heukseok-ro, Dongjak-gu, Seoul 156-755, Republic of Korea.
| | - Doug Hyun Han
- Department of Psychiatry, Chung-Ang University Medical Center, 102 Heukseok-ro, Dongjak-gu, Seoul 156-755, Republic of Korea.
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233
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Mende-Siedlecki P, Todorov A. Neural dissociations between meaningful and mere inconsistency in impression updating. Soc Cogn Affect Neurosci 2016; 11:1489-500. [PMID: 27217118 DOI: 10.1093/scan/nsw058] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 04/21/2016] [Indexed: 11/12/2022] Open
Abstract
Recent neuroimaging work has identified a network of regions that work in concert to update impressions of other people, particularly in response to inconsistent behavior. However, the specific functional contributions of these regions to the updating process remain unclear. Using fMRI, we tested whether increases in activity triggered by inconsistent behavior reflect changes in the stored representations of other people in response to behavioral inconsistency, or merely a response to the inconsistency itself. Participants encountered a series of individuals whose behavior either changed in an attributionally meaningful fashion or was merely inconsistent with the immediately preceding behavior. We observed that left ventrolateral prefrontal cortex (vlPFC) and left inferior frontal gyrus (IFG) were preferentially recruited in response to unexpected, immoral behavior, whereas a separate set of regions (including dorsal anterior cingulate cortex, posterior cingulate cortex and temporoparietal junction/inferior parietal lobule) was preferentially recruited in response to more mundane inconsistencies in behavior. These results shed light on the distributed systems supporting impression updating. Specifically, while many regions supporting updating may primarily respond to moment-to-moment changes in behavior, a subset of regions (e.g. vlPFC and IFG) may contribute to updating person representations in response to trait-relevant changes in behavior.
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Affiliation(s)
| | - Alexander Todorov
- Department of Psychology, Princeton University, Princeton, NJ 08542, USA
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234
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Legget KT, Wylie KP, Cornier MA, Melanson EL, Paschall CJ, Tregellas JR. Exercise-related changes in between-network connectivity in overweight/obese adults. Physiol Behav 2016; 158:60-7. [PMID: 26921099 PMCID: PMC4803578 DOI: 10.1016/j.physbeh.2016.02.031] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Revised: 02/15/2016] [Accepted: 02/22/2016] [Indexed: 01/24/2023]
Abstract
Understanding how exercise affects communication across the brain in overweight/obese individuals may provide insight into mechanisms of weight loss and maintenance. In the current study, we examined the effects of a 6-month exercise program in 11 overweight/obese individuals (mean BMI: 33.6±1.4mg/kg(2); mean age: 38.2±3.2years) on integrative brain "hubs," which are areas with high levels of connectivity to multiple large-scale networks thought to play an important role in multimodal integration among brain regions. These integrative hubs were identified with a recently developed between-network connectivity (BNC) metric, using functional magnetic resonance imaging (fMRI). BNC utilizes a multiple regression analysis approach to assess relationships between the time series of large-scale functionally-connected brain networks (identified using independent components analysis) and the time series of each individual voxel in the brain. This approach identifies brain regions with high between-network interaction, i.e., areas with high levels of connectivity to many large-scale networks. Changes in BNC following exercise were determined using paired t-tests, with results considered significant at a whole-brain level if they exceeded a voxel-wise threshold of p<0.01 and cluster-level family-wise error (FWE) correction for multiple comparisons of p<0.05. Following the intervention, BNC in the posterior cingulate cortex (PCC) was significantly reduced (p<0.001). The changes driving the observed effects were explored using Granger causality, finding significant reductions in both outgoing causal flow from the PCC to a number of networks (p<0.05; language network, visual network, sensorimotor network, left executive control network, basal ganglia network, posterior default mode network), in addition to reductions in ingoing causal flow to the PCC from a number of networks (p<0.05; ventral default mode network, language network, sensorimotor network, basal ganglia network). Change in BNC was related to changes in aerobic fitness level (VO2 max; p=0.008) and perceived hunger (Three Factor Eating Questionnaire; p=0.040). Overall, the impact of exercise on communication between large-scale networks may contribute to individual responsivity to exercise.
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Affiliation(s)
- Kristina T Legget
- Department of Psychiatry, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States.
| | - Korey P Wylie
- Department of Psychiatry, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States
| | - Marc-Andre Cornier
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States; Anschutz Health and Wellness Center, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Edward L Melanson
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States; Division of Geriatric Medicine, Department of Medicine, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States
| | - Courtnie J Paschall
- Department of Psychiatry, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States
| | - Jason R Tregellas
- Department of Psychiatry, University of Colorado School of Medicine, Anschutz Medical Campus, Aurora, CO, United States; Research Service, VA Medical Center, Denver, CO, United States
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235
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Neural circuitry involved in quitting after repeated failures: role of the cingulate and temporal parietal junction. Sci Rep 2016; 6:24713. [PMID: 27097529 PMCID: PMC4838821 DOI: 10.1038/srep24713] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 03/31/2016] [Indexed: 11/26/2022] Open
Abstract
The more times people fail the more likely they are to give up, however little is known about the neural mechanisms underlying this impact of repeated failure on decision making. Here we have used a visual shape discrimination task with computer-controlled feedback combined with functional magnetic resonance imaging (fMRI) to investigate the neural circuits involved. The behavioral task confirmed that the more times subjects experienced failure the more likely they were to give up, with three successive failures being the key threshold and the majority of subjects reaching the point where they decided to quit and try a new stimulus set after three or four failures. The fMRI analysis revealed activity changes in frontal, parietal, temporal, limbic and striatal regions, especially anterior cingulate cortex (ACC), posterior cingulate cortex (PCC) and temporal parietal junction (TPJ) associated with the number of previous failures experienced. Furthermore, their parameter estimates were predictive of subjects’ quitting rate. Thus, subjects reach the point where they decide to quit after three/four failures and this is associated with differential changes in brain regions involved in error monitoring and reward which regulate both failure detection and changes in decision-making strategy.
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236
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Manard M, Bahri MA, Salmon E, Collette F. Relationship between grey matter integrity and executive abilities in aging. Brain Res 2016; 1642:562-580. [PMID: 27107940 DOI: 10.1016/j.brainres.2016.04.045] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 04/05/2016] [Accepted: 04/19/2016] [Indexed: 01/25/2023]
Abstract
This cross-sectional study was designed to investigate grey matter changes that occur in healthy aging and the relationship between grey matter characteristics and executive functioning. Thirty-six young adults (18-30 years old) and 43 seniors (60-75 years old) were included. A general executive score was derived from a large battery of neuropsychological tests assessing three major aspects of executive functioning (inhibition, updating and shifting). Age-related grey matter changes were investigated by comparing young and older adults using voxel-based morphometry and voxel-based cortical thickness methods. A widespread difference in grey matter volume was found across many brain regions, whereas cortical thinning was mainly restricted to central areas. Multivariate analyses showed age-related changes in relatively similar brain regions to the respective univariate analyses but appeared more limited. Finally, in the older adult sample, a significant relationship between global executive performance and decreased grey matter volume in anterior (i.e. frontal, insular and cingulate cortex) but also some posterior brain areas (i.e. temporal and parietal cortices) as well as subcortical structures was observed. Results of this study highlight the distribution of age-related effects on grey matter volume and show that cortical atrophy does not appear primarily in "frontal" brain regions. From a cognitive viewpoint, age-related executive functioning seems to be related to grey matter volume but not to cortical thickness. Therefore, our results also highlight the influence of methodological aspects (from preprocessing to statistical analysis) on the pattern of results, which could explain the lack of consensus in literature.
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Affiliation(s)
- Marine Manard
- GIGA-Cyclotron Research Centre: In vivo Imaging, University of Liège, Allée du 6 Août 8, Bât B30, B-4000 Liège, Belgium; Psychology and Neuroscience of Cognition Research Unit, University of Liège, Boulevard du Rectorat 3, Bât B33, B-4000 Liège, Belgium
| | - Mohamed Ali Bahri
- GIGA-Cyclotron Research Centre: In vivo Imaging, University of Liège, Allée du 6 Août 8, Bât B30, B-4000 Liège, Belgium
| | - Eric Salmon
- GIGA-Cyclotron Research Centre: In vivo Imaging, University of Liège, Allée du 6 Août 8, Bât B30, B-4000 Liège, Belgium
| | - Fabienne Collette
- GIGA-Cyclotron Research Centre: In vivo Imaging, University of Liège, Allée du 6 Août 8, Bât B30, B-4000 Liège, Belgium; Psychology and Neuroscience of Cognition Research Unit, University of Liège, Boulevard du Rectorat 3, Bât B33, B-4000 Liège, Belgium.
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237
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Mooneyham BW, Mrazek MD, Mrazek AJ, Schooler JW. Signal or noise: brain network interactions underlying the experience and training of mindfulness. Ann N Y Acad Sci 2016; 1369:240-56. [PMID: 27038003 DOI: 10.1111/nyas.13044] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 02/12/2016] [Accepted: 02/22/2016] [Indexed: 11/28/2022]
Abstract
A broad set of brain regions has been associated with the experience and training of mindfulness. Many of these regions lie within key intrinsic brain networks, including the executive control, salience, and default networks. In this paper, we review the existing literature on the cognitive neuroscience of mindfulness through the lens of network science. We describe the characteristics of the intrinsic brain networks implicated in mindfulness and summarize the relevant findings pertaining to changes in functional connectivity (FC) within and between these networks. Convergence across these findings suggests that mindfulness may be associated with increased FC between two regions within the default network: the posterior cingulate cortex and the ventromedial prefrontal cortex. Additionally, extensive meditation experience may be associated with increased FC between the insula and the dorsolateral prefrontal cortex. However, little consensus has emerged within the existing literature owing to the diversity of operational definitions of mindfulness, neuroimaging methods, and network characterizations. We describe several challenges to develop a coherent cognitive neuroscience of mindfulness and to provide detailed recommendations for future research.
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Affiliation(s)
- Benjamin W Mooneyham
- Department of Psychological & Brain Sciences, University of California Santa Barbara, Santa Barbara, California
| | - Michael D Mrazek
- Department of Psychological & Brain Sciences, University of California Santa Barbara, Santa Barbara, California
| | - Alissa J Mrazek
- Department of Psychology, Northwestern University, Evanston, Illinois
| | - Jonathan W Schooler
- Department of Psychological & Brain Sciences, University of California Santa Barbara, Santa Barbara, California
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238
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Kurbatskaya K, Phillips EC, Croft CL, Dentoni G, Hughes MM, Wade MA, Al-Sarraj S, Troakes C, O’Neill MJ, Perez-Nievas BG, Hanger DP, Noble W. Upregulation of calpain activity precedes tau phosphorylation and loss of synaptic proteins in Alzheimer's disease brain. Acta Neuropathol Commun 2016; 4:34. [PMID: 27036949 PMCID: PMC4818436 DOI: 10.1186/s40478-016-0299-2] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 03/15/2016] [Indexed: 12/05/2022] Open
Abstract
Alterations in calcium homeostasis are widely reported to contribute to synaptic degeneration and neuronal loss in Alzheimer’s disease. Elevated cytosolic calcium concentrations lead to activation of the calcium-sensitive cysteine protease, calpain, which has a number of substrates known to be abnormally regulated in disease. Analysis of human brain has shown that calpain activity is elevated in AD compared to controls, and that calpain-mediated proteolysis regulates the activity of important disease-associated proteins including the tau kinases cyclin-dependent kinase 5 and glycogen kinase synthase-3. Here, we sought to investigate the likely temporal association between these changes during the development of sporadic AD using Braak staged post-mortem brain. Quantification of protein amounts in these tissues showed increased activity of calpain-1 from Braak stage III onwards in comparison to controls, extending previous findings that calpain-1 is upregulated at end-stage disease, and suggesting that activation of calcium-sensitive signalling pathways are sustained from early stages of disease development. Increases in calpain-1 activity were associated with elevated activity of the endogenous calpain inhibitor, calpastatin, itself a known calpain substrate. Activation of the tau kinases, glycogen-kinase synthase-3 and cyclin-dependent kinase 5 were also found to occur in Braak stage II-III brain, and these preceded global elevations in tau phosphorylation and the loss of post-synaptic markers. In addition, we identified transient increases in total amyloid precursor protein and pre-synaptic markers in Braak stage II-III brain, that were lost by end stage Alzheimer's disease, that may be indicative of endogenous compensatory responses to the initial stages of neurodegeneration. These findings provide insight into the molecular events that underpin the progression of Alzheimer's disease, and further highlight the rationale for investigating novel treatment strategies that are based on preventing abnormal calcium homeostasis or blocking increases in the activity of calpain or important calpain substrates.
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239
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Hayama S, Chang L, Gumus K, King GR, Ernst T. Neural correlates for perception of companion animal photographs. Neuropsychologia 2016; 85:278-86. [PMID: 27020140 DOI: 10.1016/j.neuropsychologia.2016.03.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2015] [Revised: 03/02/2016] [Accepted: 03/18/2016] [Indexed: 11/29/2022]
Abstract
Anthrozoological neuroscience, which we propose as the use of neuroscience techniques to study human-animal interaction, may help to elucidate mechanisms underlying the associated psychological, physiological, and other purported health effects. This preliminary study investigates the neural response to animal photographs in pet owners and non-pet owners, and both attraction and attachment to companion animals as modulators of human perception of companion animal photographs. Thirty male participants, 15 "Pet Owners" (PO) and 15 "Non-Pet Owners" (NPO), viewed photographs of companion animals during functional MRI (fMRI) scans at 3 T and provided ratings of attraction to the animal species represented in the photographs. Fourteen subjects additionally submitted and viewed personal pet photographs during fMRI scans, and completed the Lexington Attachment to Pets Scale (LAPS). PO exhibited greater activation than NPO during the viewing of animal photographs in areas of the insula, and frontal and occipital cortices. Moreover, ratings of attraction to animals correlated positively with neural activation in the cingulate gyrus, precentral gyrus, inferior parietal lobule, and superior temporal gyrus during the viewing of representative photographs. For subjects with household pets, scores on the LAPS correlated positively with neural activation during the viewing of owned pet photographs in the precuneus, cuneus, and superior parietal lobule. Our preliminary findings suggest that human perception of companion animals involve the visual attention network, which may be modulated at the neural level by subjective experiences of attraction or attachment to animals. Our understanding of human-animal interactions through anthrozoological neuroscience may better direct therapeutic applications, such as animal-assisted therapy.
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Affiliation(s)
- Sara Hayama
- John A. Burns School of Medicine, University of Hawaii at Manoa Neuroscience and MR Research Program, 1356 Lusitana Street, 7th Floor, Honolulu, HI 96813, USA.
| | - Linda Chang
- John A. Burns School of Medicine, University of Hawaii at Manoa Neuroscience and MR Research Program, 1356 Lusitana Street, 7th Floor, Honolulu, HI 96813, USA.
| | - Kazim Gumus
- John A. Burns School of Medicine, University of Hawaii at Manoa Neuroscience and MR Research Program, 1356 Lusitana Street, 7th Floor, Honolulu, HI 96813, USA; Erciyes University, Faculty of Medicine, Biophysics, Talas Yolu üzeri, Melikgazi, Kayseri 38039, Turkey.
| | - George R King
- John A. Burns School of Medicine, University of Hawaii at Manoa Neuroscience and MR Research Program, 1356 Lusitana Street, 7th Floor, Honolulu, HI 96813, USA.
| | - Thomas Ernst
- John A. Burns School of Medicine, University of Hawaii at Manoa Neuroscience and MR Research Program, 1356 Lusitana Street, 7th Floor, Honolulu, HI 96813, USA.
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Walter SA, Forsgren M, Lundengård K, Simon R, Torkildsen Nilsson M, Söderfeldt B, Lundberg P, Engström M. Positive Allosteric Modulator of GABA Lowers BOLD Responses in the Cingulate Cortex. PLoS One 2016; 11:e0148737. [PMID: 26930498 PMCID: PMC4773017 DOI: 10.1371/journal.pone.0148737] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 12/22/2015] [Indexed: 11/18/2022] Open
Abstract
Knowledge about the neural underpinnings of the negative blood oxygen level dependent (BOLD) responses in functional magnetic resonance imaging (fMRI) is still limited. We hypothesized that pharmacological GABAergic modulation attenuates BOLD responses, and that blood concentrations of a positive allosteric modulator of GABA correlate inversely with BOLD responses in the cingulate cortex. We investigated whether or not pure task-related negative BOLD responses were co-localized with pharmacologically modulated BOLD responses. Twenty healthy adults received either 5 mg diazepam or placebo in a double blind, randomized design. During fMRI the subjects performed a working memory task. Results showed that BOLD responses in the cingulate cortex were inversely correlated with diazepam blood concentrations; that is, the higher the blood diazepam concentration, the lower the BOLD response. This inverse correlation was most pronounced in the pregenual anterior cingulate cortex and the anterior mid-cingulate cortex. For subjects with diazepam plasma concentration > 0.1 mg/L we observed negative BOLD responses with respect to fixation baseline. There was minor overlap between cingulate regions with task-related negative BOLD responses and regions where the BOLD responses were inversely correlated with diazepam concentration. We interpret that the inverse correlation between the BOLD response and diazepam was caused by GABA-related neural inhibition. Thus, this study supports the hypothesis that GABA attenuates BOLD responses in fMRI. The minimal overlap between task-related negative BOLD responses and responses attenuated by diazepam suggests that these responses might be caused by different mechanisms.
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Affiliation(s)
- Susanna A. Walter
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
| | - Mikael Forsgren
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Karin Lundengård
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Rozalyn Simon
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | | | - Birgitta Söderfeldt
- Department of Clinical Science and Education, Karolinska Institutet, Stockholm, Sweden
- Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Peter Lundberg
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- Radiology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Maria Engström
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- * E-mail:
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241
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Cohen AO, Dellarco DV, Breiner K, Helion C, Heller AS, Rahdar A, Pedersen G, Chein J, Dyke JP, Galvan A, Casey BJ. The Impact of Emotional States on Cognitive Control Circuitry and Function. J Cogn Neurosci 2016; 28:446-59. [DOI: 10.1162/jocn_a_00906] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Abstract
Typically in the laboratory, cognitive and emotional processes are studied separately or as a stream of fleeting emotional stimuli embedded within a cognitive task. Yet in life, thoughts and actions often occur in more lasting emotional states of arousal. The current study examines the impact of emotions on actions using a novel behavioral paradigm and functional neuroimaging to assess cognitive control under sustained states of threat (anticipation of an aversive noise) and excitement (anticipation of winning money). Thirty-eight healthy adult participants were scanned while performing an emotional go/no-go task with positive (happy faces), negative (fearful faces), and neutral (calm faces) emotional cues, under threat or excitement. Cognitive control performance was enhanced during the excited state relative to a nonarousing control condition. This enhanced performance was paralleled by heightened activity of frontoparietal and frontostriatal circuitry. In contrast, under persistent threat, cognitive control was diminished when the valence of the emotional cue conflicted with the emotional state. Successful task performance in this conflicting emotional condition was associated with increased activity in the posterior cingulate cortex, a default mode network region implicated in complex processes such as processing emotions in the context of self and monitoring performance. This region showed positive coupling with frontoparietal circuitry implicated in cognitive control, providing support for a role of the posterior cingulate cortex in mobilizing cognitive resources to improve performance. These findings suggest that emotional states of arousal differentially modulate cognitive control and point to the potential utility of this paradigm for understanding effects of situational and pathological states of arousal on behavior.
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242
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Examining the Role of the Human Hippocampus in Approach-Avoidance Decision Making Using a Novel Conflict Paradigm and Multivariate Functional Magnetic Resonance Imaging. J Neurosci 2016; 35:15039-49. [PMID: 26558775 DOI: 10.1523/jneurosci.1915-15.2015] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
UNLABELLED Rodent models of anxiety have implicated the ventral hippocampus in approach-avoidance conflict processing. Few studies have, however, examined whether the human hippocampus plays a similar role. We developed a novel decision-making paradigm to examine neural activity when participants made approach/avoidance decisions under conditions of high or absent approach-avoidance conflict. Critically, our task required participants to learn the associated reward/punishment values of previously neutral stimuli and controlled for mnemonic and spatial processing demands, both important issues given approach-avoidance behavior in humans is less tied to predation and foraging compared to rodents. Participants played a points-based game where they first attempted to maximize their score by determining which of a series of previously neutral image pairs should be approached or avoided. During functional magnetic resonance imaging, participants were then presented with novel pairings of these images. These pairings consisted of images of congruent or opposing learned valences, the latter creating conditions of high approach-avoidance conflict. A data-driven partial least squares multivariate analysis revealed two reliable patterns of activity, each revealing differential activity in the anterior hippocampus, the homolog of the rodent ventral hippocampus. The first was associated with greater hippocampal involvement during trials with high as opposed to no approach-avoidance conflict, regardless of approach or avoidance behavior. The second pattern encompassed greater hippocampal activity in a more anterior aspect during approach compared to avoid responses, for conflict and no-conflict conditions. Multivoxel pattern classification analyses yielded converging findings, underlining a role of the anterior hippocampus in approach-avoidance conflict decision making. SIGNIFICANCE STATEMENT Approach-avoidance conflict has been linked to anxiety and occurs when a stimulus or situation is associated with reward and punishment. Although rodent work has implicated the hippocampus in approach-avoidance conflict processing, there is limited data on whether this role applies to learned, as opposed to innate, incentive values, and whether the human hippocampus plays a similar role. Using functional neuroimaging with a novel decision-making task that controlled for perceptual and mnemonic processing, we found that the human hippocampus was significantly active when approach-avoidance conflict was present for stimuli with learned incentive values. These findings demonstrate a role for the human hippocampus in approach-avoidance decision making that cannot be explained easily by hippocampal-dependent long-term memory or spatial cognition.
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243
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Vatansever D, Manktelow AE, Sahakian BJ, Menon DK, Stamatakis EA. Cognitive Flexibility: A Default Network and Basal Ganglia Connectivity Perspective. Brain Connect 2016; 6:201-7. [PMID: 26652748 DOI: 10.1089/brain.2015.0388] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The intra/extradimensional set-shifting task (IED) provides a reliable assessment of cognitive flexibility, the shifting of attention to select behaviorally relevant stimuli in a given context. Impairments in this domain were previously reported in patients with altered neurotransmitter systems such as schizophrenia and Parkinson's disease. Consequently, corticostriatal connections were implicated in the mediation of this function. In addition, parts of the default mode network (DMN), namely the medial prefrontal and posterior cingulate/precuneus cortices, are also being progressively described in association with set-shifting paradigms. Nevertheless, a definitive link between cognitive flexibility and DMN connectivity remains to be established. To this end, we related resting state functional magnetic resonance imaging (fMRI)-based functional connectivity of DMN with IED task performance in a healthy population, measured outside the scanner. The results demonstrated that greater posterior cingulate cortex/precuneus (DMN) connectivity with the ventromedial striatopallidum at rest correlated with fewer total adjusted errors on the IED task. This finding points to a relationship between DMN and basal ganglia connectivity for cognitive flexibility, further highlighting this network's potential role in adaptive human cognition.
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Affiliation(s)
- Deniz Vatansever
- 1 Division of Anaesthesia, Department of Medicine, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom .,2 Wolfson Brain Imaging Centre, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Anne E Manktelow
- 1 Division of Anaesthesia, Department of Medicine, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom .,2 Wolfson Brain Imaging Centre, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Barbara J Sahakian
- 3 Department of Psychiatry, University of Cambridge , Cambridge, United Kingdom
| | - David K Menon
- 1 Division of Anaesthesia, Department of Medicine, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom .,2 Wolfson Brain Imaging Centre, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Emmanuel A Stamatakis
- 1 Division of Anaesthesia, Department of Medicine, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom .,2 Wolfson Brain Imaging Centre, University of Cambridge , Cambridge Biomedical Campus, Cambridge, United Kingdom
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244
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Zhai L, Li Q, Wang T, Dong H, Peng Y, Guo M, Qin W, Yu C. Altered functional connectivity density in high myopia. Behav Brain Res 2016; 303:85-92. [PMID: 26808608 DOI: 10.1016/j.bbr.2016.01.046] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 01/16/2016] [Accepted: 01/20/2016] [Indexed: 10/22/2022]
Abstract
Abnormal visual experience can affect the brain structure and function. Visual functional performances of high myopia (HM) individuals were observed to be abnormal in contrast to emmetropics, even with a corrected visual acuity. Attention deficits and brain morphological changes have been revealed in the HM, but it is unknown whether there are functional connectivity (FC) alterations. The current study combined the resting-state functional connectivity density (FCD) mapping and seed-based correlation analysis to investigate FC alterations in the brain of HM. In our results, the HM exhibited decreased short- and long-range FCD in the posterior cingulate cortex/precuneus and decreased long-range FCD in the inferior temporal gyrus, supramarginal gyrus and rostrolateral prefrontal cortex. Specially, long-range FCD in the rostrolateral prefrontal cortex showed a significant positive correlation with the uncorrected visual acuity in the HM. Moreover, the HM showed significantly decreased FC not only between the supramarginal gyrus and rostrolateral prefrontal cortex, but also between networks they belong to, the ventral attention and frontoparietal control networks. These results provide evidence for the FC changes in the HM and may help to understand the attention deficits in myopes.
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Affiliation(s)
- Liying Zhai
- School of Medical Imaging, Tianjin Medical University, Tianjin 300203, PR China
| | - Qian Li
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin 300060, PR China
| | - Tianyue Wang
- School of Medical Imaging, Tianjin Medical University, Tianjin 300203, PR China
| | - HongHuan Dong
- Department of Magnetic Resonance, Cangzhou Central Hospital, Hebei 061001, PR China
| | - Yanmin Peng
- School of Medical Imaging, Tianjin Medical University, Tianjin 300203, PR China
| | - Mingxia Guo
- School of Medical Imaging, Tianjin Medical University, Tianjin 300203, PR China.
| | - Wen Qin
- Department of Radiology, Tianjin Medical University General Hospital, Tianjin 300052, PR China
| | - Chunshui Yu
- School of Medical Imaging, Tianjin Medical University, Tianjin 300203, PR China; Department of Radiology, Tianjin Medical University General Hospital, Tianjin 300052, PR China
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245
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[MEG]PLS: A pipeline for MEG data analysis and partial least squares statistics. Neuroimage 2016; 124:181-193. [DOI: 10.1016/j.neuroimage.2015.08.045] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Revised: 08/17/2015] [Accepted: 08/20/2015] [Indexed: 11/18/2022] Open
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246
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Updating our Selves: Synthesizing Philosophical and Neurobiological Perspectives on Incorporating New Information into our Worldview. NEUROETHICS-NETH 2015. [DOI: 10.1007/s12152-015-9246-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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247
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Working memory circuit as a function of increasing age in healthy adolescence: A systematic review and meta-analyses. NEUROIMAGE-CLINICAL 2015; 12:940-948. [PMID: 27995059 PMCID: PMC5153561 DOI: 10.1016/j.nicl.2015.12.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 11/19/2015] [Accepted: 12/07/2015] [Indexed: 12/15/2022]
Abstract
Working memory ability matures through puberty and early adulthood. Deficits in working memory are linked to the risk of onset of neurodevelopmental disorders such as schizophrenia, and there is a significant temporal overlap between the peak of first episode psychosis risk and working memory maturation. In order to characterize the normal working memory functional maturation process through this critical phase of cognitive development we conducted a systematic review and coordinate based meta-analyses of all the available primary functional magnetic resonance imaging studies (n = 382) that mapped WM function in healthy adolescents (10–17 years) and young adults (18–30 years). Activation Likelihood Estimation analyses across all WM tasks revealed increased activation with increasing subject age in the middle frontal gyrus (BA6) bilaterally, the left middle frontal gyrus (BA10), the left precuneus and left inferior parietal gyri (BA7; 40). Decreased activation with increasing age was found in the right superior frontal (BA8), left junction of postcentral and inferior parietal (BA3/40), and left limbic cingulate gyrus (BA31). These results suggest that brain activation during adolescence increased with age principally in higher order cortices, part of the core working memory network, while reductions were detected in more diffuse and potentially more immature neural networks. Understanding the process by which the brain and its cognitive functions mature through healthy adulthood may provide us with new clues to understanding the vulnerability to neurodevelopmental disorders. Healthy working memory functional maturation process in adolescence Brain activation increased with age in higher order cortices. Activation decreased in more diffuse and potentially more immature networks. Provide new clues to understanding vulnerability to neurodevelopmental disorders
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248
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Stanley DA. Getting to know you: general and specific neural computations for learning about people. Soc Cogn Affect Neurosci 2015; 11:525-36. [PMID: 26656563 DOI: 10.1093/scan/nsv145] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 11/28/2015] [Indexed: 11/15/2022] Open
Abstract
Learning about other peoples' attributes, e.g. whether an individual is generous or selfish, is central to human social cognition. It is well documented that a network of cortical regions is reliably activated when we engage social processes. However, little is known about the specific computations performed by these regions or whether such processing is specialized for the social domain. We investigated these questions using a task in which participants (N= 26) learned about four peoples' generosity by watching them choose to share money with third party partners, or not. In a non-social control condition, participants learned the win/loss rates of four lotteries. fMRI analysis revealed learning-related general (social + non-social) prediction error signals in the dorsomedial and dorsolateral prefrontal cortices (bilaterally), and in the right lateral parietal cortex. Socially specific (social > non-social) prediction error signals were found in the precuneus. Interestingly, the region that exhibited social prediction errors was a distinct subregion of the area in the precuneus and posterior cingulate cortex that exhibited a commonly reported main effect of higher overall activity for social vs non-social stimuli. These findings elucidate the domain--general and--specific computations underlying learning about other people and demonstrate the increased explanatory power of computational approaches to social cognition.
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Affiliation(s)
- Damian A Stanley
- Division of the Humanities and Social Sciences, California Institute of Technology, Pasadena, CA 91125, USA
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249
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Sharer E, Crocetti D, Muschelli J, Barber AD, Nebel MB, Caffo BS, Pekar JJ, Mostofsky SH. Neural Correlates of Visuomotor Learning in Autism. J Child Neurol 2015; 30:1877-86. [PMID: 26350725 PMCID: PMC4941625 DOI: 10.1177/0883073815600869] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Accepted: 07/13/2015] [Indexed: 11/17/2022]
Abstract
Motor impairments are prevalent in children with autism spectrum disorder. The Serial Reaction Time Task, a well-established visuomotor sequence learning probe, has produced inconsistent behavioral findings in individuals with autism. Moreover, it remains unclear how underlying neural processes for visuomotor learning in children with autism compare to processes for typically developing children. Neural activity differences were assessed using functional magnetic resonance imaging during a modified version of the Serial Reaction Time Task in children with and without autism. Though there was no group difference in visuomotor sequence learning, underlying patterns of neural activation significantly differed when comparing sequence (i.e., learning) to random (i.e., nonlearning) blocks. Children with autism demonstrated decreased activity in brain regions implicated in visuomotor sequence learning: superior temporal sulcus and posterior cingulate cortex. The findings implicate differences in brain mechanisms that support initial sequence learning in autism and can help explain behavioral observations of autism-associated impairments in skill development (motor, social, communicative) reliant on visuomotor integration.
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Affiliation(s)
- Elizabeth Sharer
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Deana Crocetti
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, Maryland
| | - John Muschelli
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Anita D. Barber
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, Maryland,Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Mary Beth Nebel
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, Maryland,Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Brian S. Caffo
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Jim J. Pekar
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, Maryland,Department of Radiology, Johns Hopkins School of Medicine, Baltimore, Maryland,FM Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland
| | - Stewart H. Mostofsky
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, Maryland,Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, Maryland,Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland
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250
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Abstract
Curiosity is a basic element of our cognition, but its biological function, mechanisms, and neural underpinning remain poorly understood. It is nonetheless a motivator for learning, influential in decision-making, and crucial for healthy development. One factor limiting our understanding of it is the lack of a widely agreed upon delineation of what is and is not curiosity. Another factor is the dearth of standardized laboratory tasks that manipulate curiosity in the lab. Despite these barriers, recent years have seen a major growth of interest in both the neuroscience and psychology of curiosity. In this Perspective, we advocate for the importance of the field, provide a selective overview of its current state, and describe tasks that are used to study curiosity and information-seeking. We propose that, rather than worry about defining curiosity, it is more helpful to consider the motivations for information-seeking behavior and to study it in its ethological context.
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Affiliation(s)
- Celeste Kidd
- Department of Brain and Cognitive Sciences and Center for Visual Science, University of Rochester, Rochester, NY 14620, USA
| | - Benjamin Y Hayden
- Department of Brain and Cognitive Sciences and Center for Visual Science, University of Rochester, Rochester, NY 14620, USA.
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