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Isherwood S, Kemp SA, Miletić S, Stevenson N, Bazin PL, Forstmann B. Multi-study fMRI outlooks on subcortical BOLD responses in the stop-signal paradigm. eLife 2025; 12:RP88652. [PMID: 39841120 PMCID: PMC11753779 DOI: 10.7554/elife.88652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2025] Open
Abstract
This study investigates the functional network underlying response inhibition in the human brain, particularly the role of the basal ganglia in successful action cancellation. Functional magnetic resonance imaging (fMRI) approaches have frequently used the stop-signal task to examine this network. We merge five such datasets, using a novel aggregatory method allowing the unification of raw fMRI data across sites. This meta-analysis, along with other recent aggregatory fMRI studies, does not find evidence for the innervation of the hyperdirect or indirect cortico-basal-ganglia pathways in successful response inhibition. What we do find, is large subcortical activity profiles for failed stop trials. We discuss possible explanations for the mismatch of findings between the fMRI results presented here and results from other research modalities that have implicated nodes of the basal ganglia in successful inhibition. We also highlight the substantial effect smoothing can have on the conclusions drawn from task-specific general linear models. First and foremost, this study presents a proof of concept for meta-analytical methods that enable the merging of extensive, unprocessed, or unreduced datasets. It demonstrates the significant potential that open-access data sharing can offer to the research community. With an increasing number of datasets being shared publicly, researchers will have the ability to conduct meta-analyses on more than just summary data.
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Affiliation(s)
- Scott Isherwood
- Integrative Model-Based Cognitive Neuroscience Research Unit, University of AmsterdamAmsterdamNetherlands
| | - Sarah A Kemp
- Integrative Model-Based Cognitive Neuroscience Research Unit, University of AmsterdamAmsterdamNetherlands
- Sensorimotor Neuroscience and Ageing Research Lab, School of Psychological Sciences, University of TasmaniaHobartAustralia
| | - Steven Miletić
- Integrative Model-Based Cognitive Neuroscience Research Unit, University of AmsterdamAmsterdamNetherlands
- Department of Psychology, Faculty of Social Sciences, Leiden UniversityLeidenNetherlands
| | - Niek Stevenson
- Integrative Model-Based Cognitive Neuroscience Research Unit, University of AmsterdamAmsterdamNetherlands
| | | | - Birte Forstmann
- Integrative Model-Based Cognitive Neuroscience Research Unit, University of AmsterdamAmsterdamNetherlands
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Ashton SE, Sharalla P, Kang N, Brockett AT, McCarthy MM, Roesch MR. Distinct Action Signals by Subregions in the Nucleus Accumbens during STOP-Change Performance. J Neurosci 2024; 44:e0020242024. [PMID: 38897724 PMCID: PMC11255435 DOI: 10.1523/jneurosci.0020-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 05/15/2024] [Accepted: 05/21/2024] [Indexed: 06/21/2024] Open
Abstract
The nucleus accumbens (NAc) is thought to contribute to motivated behavior by signaling the value of reward-predicting cues and the delivery of anticipated reward. The NAc is subdivided into core and shell, with each region containing different populations of neurons that increase or decrease firing to rewarding events. While there are numerous theories of functions pertaining to these subregions and cell types, most are in the context of reward processing, with fewer considering that the NAc might serve functions related to action selection more generally. We recorded from single neurons in the NAc as rats of both sexes performed a STOP-change task that is commonly used to study motor control and impulsivity. In this task, rats respond quickly to a spatial cue on 80% of trials (GO) and must stop and redirect planned movement on 20% of trials (STOP). We found that the activity of reward-excited neurons signaled accurate response direction on GO, but not STOP, trials and that these neurons exhibited higher precue firing after correct trials. In contrast, reward-inhibited neurons significantly represented response direction on STOP trials at the time of the instrumental response. Finally, the proportion of reward-excited to reward-inhibited neurons and the strength of precue firing decreased as the electrode traversed the NAc. We conclude that reward-excited cells (more common in core) promote proactive action selection, while reward-inhibited cells (more common in shell) contribute to accurate responding on STOP trials that require reactive suppression and redirection of behavior.
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Affiliation(s)
- Sydney E Ashton
- Program in Neuroscience, University of Maryland, Baltimore, Baltimore, Maryland 21201
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Paul Sharalla
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Naru Kang
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Adam T Brockett
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Margaret M McCarthy
- Program in Neuroscience, University of Maryland, Baltimore, Baltimore, Maryland 21201
- Department of Pharmacology, University of Maryland School of Medicine, Baltimore, Maryland 21201
- University of Maryland-Medicine Institute for Neuroscience Discovery (UM-MIND), University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Matthew R Roesch
- Department of Psychology, University of Maryland, College Park, Maryland 20742
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Brockett AT, Kumar N, Sharalla P, Roesch MR. Optogenetic Inhibition of the Orbitofrontal Cortex Disrupts Inhibitory Control during Stop-Change Performance in Male Rats. eNeuro 2024; 11:ENEURO.0015-24.2024. [PMID: 38697842 PMCID: PMC11097625 DOI: 10.1523/eneuro.0015-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/27/2024] [Accepted: 04/22/2024] [Indexed: 05/05/2024] Open
Abstract
Historically, the orbitofrontal cortex (OFC) has been implicated in a variety of behaviors ranging from reversal learning and inhibitory control to more complex representations of reward value and task space. While modern interpretations of the OFC's function have focused on a role in outcome evaluation, these cognitive processes often require an organism to inhibit a maladaptive response or strategy. Single-unit recordings from the OFC in rats performing a stop-change task show that the OFC responds strongly to STOP trials. To investigate the role that the OFC plays in stop-change performance, we expressed halorhodopsin (eNpHR3.0) in excitatory neurons in the OFC and tested rats on the stop-change task. Previous work suggests that the OFC differentiates between STOP trials based on trial sequence (i.e., gS trials: STOP trials preceded by a GO vs sS trials: STOP trials preceded by a STOP). We found that yellow light activation of the eNpHR3.0-expressing neurons significantly decreased accuracy only on STOP trials that followed GO trials (gS trials). Further, optogenetic inhibition of the OFC speeded reaction times on error trials. This suggests that the OFC plays a role in inhibitory control processes and that this role needs to be accounted for in modern interpretations of OFC function.
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Affiliation(s)
- Adam T Brockett
- Department of Psychology, University of Maryland, College Park, Maryland 20742
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742
- Department of Biological Sciences, University of New Hampshire, Durham, New Hampshire 03824
| | - Neeraj Kumar
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Paul Sharalla
- Department of Psychology, University of Maryland, College Park, Maryland 20742
| | - Matthew R Roesch
- Department of Psychology, University of Maryland, College Park, Maryland 20742
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742
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Lin WC, Liu C, Kosillo P, Tai LH, Galarce E, Bateup HS, Lammel S, Wilbrecht L. Transient food insecurity during the juvenile-adolescent period affects adult weight, cognitive flexibility, and dopamine neurobiology. Curr Biol 2022; 32:3690-3703.e5. [PMID: 35863352 PMCID: PMC10519557 DOI: 10.1016/j.cub.2022.06.089] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 04/01/2022] [Accepted: 06/29/2022] [Indexed: 10/17/2022]
Abstract
A major challenge for neuroscience, public health, and evolutionary biology is to understand the effects of scarcity and uncertainty on the developing brain. Currently, a significant fraction of children and adolescents worldwide experience insecure access to food. The goal of our work was to test in mice whether the transient experience of insecure versus secure access to food during the juvenile-adolescent period produced lasting differences in learning, decision-making, and the dopamine system in adulthood. We manipulated feeding schedules in mice from postnatal day (P)21 to P40 as food insecure or ad libitum and found that when tested in adulthood (after P60), males with different developmental feeding history showed significant differences in multiple metrics of cognitive flexibility in learning and decision-making. Adult females with different developmental feeding history showed no differences in cognitive flexibility but did show significant differences in adult weight. We next applied reinforcement learning models to these behavioral data. The best fit models suggested that in males, developmental feeding history altered how mice updated their behavior after negative outcomes. This effect was sensitive to task context and reward contingencies. Consistent with these results, in males, we found that the two feeding history groups showed significant differences in the AMPAR/NMDAR ratio of excitatory synapses on nucleus-accumbens-projecting midbrain dopamine neurons and evoked dopamine release in dorsal striatal targets. Together, these data show in a rodent model that transient differences in feeding history in the juvenile-adolescent period can have significant impacts on adult weight, learning, decision-making, and dopamine neurobiology.
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Affiliation(s)
- Wan Chen Lin
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA
| | - Christine Liu
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA
| | - Polina Kosillo
- Department of Molecular and Cellular Biology, University of California Berkeley, Berkeley, CA 94720, USA
| | - Lung-Hao Tai
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA
| | - Ezequiel Galarce
- Robert Wood Johnson Foundation Health and Society Scholar, University of California Berkeley, Berkeley, CA 94720, USA
| | - Helen S Bateup
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cellular Biology, University of California Berkeley, Berkeley, CA 94720, USA; Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Stephan Lammel
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cellular Biology, University of California Berkeley, Berkeley, CA 94720, USA
| | - Linda Wilbrecht
- Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA 94720, USA; Department of Psychology, University of California Berkeley, Berkeley, CA 94720, USA.
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Brockett AT, Tennyson SS, deBettencourt CA, Kallmyer M, Roesch MR. Medial prefrontal cortex lesions disrupt prepotent action selection signals in dorsomedial striatum. Curr Biol 2022; 32:3276-3287.e3. [PMID: 35803273 PMCID: PMC9378551 DOI: 10.1016/j.cub.2022.06.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 03/06/2022] [Accepted: 06/09/2022] [Indexed: 10/17/2022]
Abstract
The ability to inhibit or adapt unwanted actions or movements is a critical feature of almost all forms of behavior. Many have attributed this ability to frontal brain areas such as the anterior cingulate cortex (ACC) and the medial prefrontal cortex (mPFC), but the exact contribution of each brain region is often debated because their functions are not examined in animals performing the same task. Recently, we have shown that ACC signals a need for cognitive control and is crucial for the adaptation of action selection signals in dorsomedial striatum (DMS) in rats performing a stop-change task. Here, we show that unlike ACC, the prelimbic region of mPFC does not disrupt the inhibition or adaption of an action plan at either the level of behavior or downstream firing in DMS. Instead, lesions to mPFC correlate with changes in DMS signals involved in action initiation and disrupt performance on GO trials while improving performance on STOP trials.
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Affiliation(s)
- Adam T Brockett
- Department of Psychology, University of Maryland, College Park, MD 20742, USA; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA.
| | - Stephen S Tennyson
- Department of Psychology, University of Maryland, College Park, MD 20742, USA; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA
| | - Coreylyn A deBettencourt
- Department of Psychology, University of Maryland, College Park, MD 20742, USA; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA
| | - Madeline Kallmyer
- Department of Psychology, University of Maryland, College Park, MD 20742, USA; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA
| | - Matthew R Roesch
- Department of Psychology, University of Maryland, College Park, MD 20742, USA; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA.
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Brockett AT, Roesch MR. Reactive and Proactive Adaptation of Cognitive and Motor Neural Signals during Performance of a Stop-Change Task. Brain Sci 2021; 11:617. [PMID: 34064876 PMCID: PMC8151620 DOI: 10.3390/brainsci11050617] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/04/2021] [Accepted: 05/06/2021] [Indexed: 11/25/2022] Open
Abstract
The ability to inhibit or suppress unwanted or inappropriate actions, is an essential component of executive function and cognitive health. The immense selective pressure placed on maintaining inhibitory control processes is exemplified by the relatively small number of instances in which these systems completely fail in the average person's daily life. Although mistakes and errors do inevitably occur, inhibitory control systems not only ensure that this number is low, but have also adapted behavioral strategies to minimize future failures. The ability of our brains to adapt our behavior and appropriately engage proper motor responses is traditionally depicted as the primary domain of frontal brain areas, despite evidence to the fact that numerous other brain areas contribute. Using the stop-signal task as a common ground for comparison, we review a large body of literature investigating inhibitory control processes across frontal, temporal, and midbrain structures, focusing on our recent work in rodents, in an effort to understand how the brain biases action selection and adapts to the experience of conflict.
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Affiliation(s)
- Adam T. Brockett
- Department of Psychology, University of Maryland, College Park, MD 20742, USA;
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA
| | - Matthew R. Roesch
- Department of Psychology, University of Maryland, College Park, MD 20742, USA;
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD 20742, USA
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Salvatore MF, Soto I, Alphonso H, Cunningham R, James R, Nejtek VA. Is there a Neurobiological Rationale for the Utility of the Iowa Gambling Task in Parkinson's Disease? JOURNAL OF PARKINSONS DISEASE 2021; 11:405-419. [PMID: 33361612 PMCID: PMC8150623 DOI: 10.3233/jpd-202449] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Up to 23% of newly diagnosed, non-demented, Parkinson’s disease (PD) patients experience deficits in executive functioning (EF). In fact, EF deficits may occur up to 39-months prior to the onset of motor decline. Optimal EF requires working memory, attention, cognitive flexibility, and response inhibition underlying appropriate decision-making. The capacity for making strategic decisions requires inhibiting imprudent decisions and are associated with noradrenergic and dopaminergic signaling in prefrontal and orbitofrontal cortex. Catecholaminergic dysfunction and the loss of noradrenergic and dopaminergic cell bodies early in PD progression in the aforementioned cortical areas likely contribute to EF deficits resulting in non-strategic decision-making. Thus, detecting these deficits early in the disease process could help identify a significant portion of individuals with PD pathology (14–60%) before frank motor impairment. A task to evaluate EF in the domain of non-strategic decision-making might be useful to indicate the moderate loss of catecholamines that occurs early in PD pathology prior to motor decline and cognitive impairment. In this review, we focus on the potential utility of the Iowa Gambling Task (IGT) for this purpose, given significant overlap between in loss of dopaminergic and noradrenergic cells bodies in early PD and the deficits in catecholamine function associated with decreased EF. As such, given the loss of catecholamines already well-underway after PD diagnosis, we evaluate the potential utility of the IGT to identify the risk of therapeutic non-compliance and a potential companion approach to detect PD in premotor stages.
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Affiliation(s)
- Michael F Salvatore
- Institute for Healthy Aging, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Isabel Soto
- Institute for Healthy Aging, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Helene Alphonso
- John Peter Smith Health Network, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Rebecca Cunningham
- College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Rachael James
- Institute for Healthy Aging, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Vicki A Nejtek
- Institute for Healthy Aging, University of North Texas Health Science Center, Fort Worth, TX, USA
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Neural Signals in Red Nucleus during Reactive and Proactive Adjustments in Behavior. J Neurosci 2020; 40:4715-4726. [PMID: 32376779 PMCID: PMC7294803 DOI: 10.1523/jneurosci.2775-19.2020] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 04/24/2020] [Accepted: 04/30/2020] [Indexed: 11/21/2022] Open
Abstract
The ability to adjust behavior is an essential component of cognitive control. Much is known about frontal and striatal processes that support cognitive control, but few studies have investigated how motor signals change during reactive and proactive adjustments in motor output. To address this, we characterized neural signals in red nucleus (RN), a brain region linked to motor control, as male and female rats performed a novel variant of the stop-signal task. We found that activity in RN represented the direction of movement and was strongly correlated with movement speed. Additionally, we found that directional movement signals were amplified on STOP trials before completion of the response and that the strength of RN signals was modulated when rats exhibited cognitive control. These results provide the first evidence that neural signals in RN integrate cognitive control signals to reshape motor outcomes reactively within trials and proactivity across them.SIGNIFICANCE STATEMENT Healthy human behavior requires the suppression or inhibition of errant or maladaptive motor responses, often called cognitive control. While much is known about how frontal brain regions facilitate cognitive control, less is known about how motor regions respond to rapid and unexpected changes in action selection. To address this, we recorded from neurons in the red nucleus, a motor region thought to be important for initiating movement in rats performing a cognitive control task. We show that red nucleus tracks motor plans and that selectivity was modulated on trials that required shifting from one motor response to another. Collectively, these findings suggest that red nucleus contributes to modulating motor behavior during cognitive control.
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Abstract
Previous research has focused on the anterior cingulate cortex (ACC) as a key brain region in the mitigation of the competition that arises from two simultaneously active signals. However, to date, no study has demonstrated that ACC is necessary for this form of behavioral flexibility, nor have any studies shown that ACC acts by modulating downstream brain regions such as the dorsal medial striatum (DMS) that encode action plans necessary for task completion. Here, we performed unilateral excitotoxic lesions of ACC while recording downstream from the ipsilateral hemisphere of DMS in rats, performing a variant of the STOP-signal task. We show that on STOP trials lesioned rats perform worse, in part due to the failure of timely directional action plans to emerge in the DMS, as well as the overrepresentation of the to-be-inhibited behavior. Collectively, our findings suggest that ACC is necessary for the mitigation of competing inputs and validates many of the existing theoretical predictions for the role of ACC in cognitive control.
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Brockett AT, Pribut HJ, Vázquez D, Roesch MR. The impact of drugs of abuse on executive function: characterizing long-term changes in neural correlates following chronic drug exposure and withdrawal in rats. Learn Mem 2018; 25:461-473. [PMID: 30115768 PMCID: PMC6097763 DOI: 10.1101/lm.047001.117] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 06/25/2018] [Indexed: 12/21/2022]
Abstract
Addiction has long been characterized by diminished executive function, control, and impulsivity management. In particular, these deficits often manifest themselves as impairments in reversal learning, delay discounting, and response inhibition. Understanding the neurobiological substrates of these behavioral deficits is of paramount importance to our understanding of addiction. Within the cycle of addiction, periods during and after withdrawal represent a particularly difficult point of intervention in that the negative physical symptoms associated with drug removal and drug craving increase the likelihood that the patient will relapse and return to drug use in order to abate these symptoms. Moreover, it is often during this time that drug induced deficits in executive function hinder the ability of the patient to refrain from drug use. Thus, it is necessary to understand the physiological and behavioral changes associated with withdrawal and drug craving-largely manifesting as deficits in executive control-to develop more effective treatment strategies. In this review, we address the long-term impact that drugs of abuse have on the behavioral and neural correlates that give rise to executive control as measured by reversal learning, delay discounting, and stop-signal tasks, focusing particularly on our work using rats as a model system.
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Affiliation(s)
- Adam T Brockett
- Department of Psychology, University of Maryland, College Park, Maryland 20742, USA
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742, USA
| | - Heather J Pribut
- Department of Psychology, University of Maryland, College Park, Maryland 20742, USA
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742, USA
| | - Daniela Vázquez
- Department of Psychology, University of Maryland, College Park, Maryland 20742, USA
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742, USA
| | - Matthew R Roesch
- Department of Psychology, University of Maryland, College Park, Maryland 20742, USA
- Program in Neuroscience and Cognitive Science, University of Maryland, College Park, Maryland 20742, USA
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