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Kangas BD, Iturra-Mena AM, Robble MA, Luc OT, Potter D, Nickels S, Bergman J, Carlezon WA, Pizzagalli DA. Concurrent electrophysiological recording and cognitive testing in a rodent touchscreen environment. Sci Rep 2021; 11:11665. [PMID: 34083596 PMCID: PMC8175731 DOI: 10.1038/s41598-021-91091-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 05/18/2021] [Indexed: 02/04/2023] Open
Abstract
Challenges in therapeutics development for neuropsychiatric disorders can be attributed, in part, to a paucity of translational models capable of capturing relevant phenotypes across clinical populations and laboratory animals. Touch-sensitive procedures are increasingly used to develop innovative animal models that better align with testing conditions used in human participants. In addition, advances in electrophysiological techniques have identified neurophysiological signatures associated with characteristics of neuropsychiatric illness. The present studies integrated these methodologies by developing a rat flanker task with electrophysiological recordings based on reverse-translated protocols used in human electroencephalogram (EEG) studies of cognitive control. Various touchscreen-based stimuli were evaluated for their ability to efficiently gain stimulus control and advance to flanker test sessions. Optimized stimuli were then examined for their elicitation of prototypical visual evoked potentials (VEPs) across local field potential (LFP) wires and EEG skull screws. Of the stimuli evaluated, purple and green photographic stimuli were associated with efficient training and expected flanker interference effects. Orderly stimulus-locked outcomes were also observed in VEPs across LFP and EEG recordings. These studies along with others verify the feasibility of concurrent electrophysiological recordings and rodent touchscreen-based cognitive testing and encourage future use of this integrated approach in therapeutics development.
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Affiliation(s)
- Brian D. Kangas
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Ann M. Iturra-Mena
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Mykel A. Robble
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Oanh T. Luc
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - David Potter
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Stefanie Nickels
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Jack Bergman
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - William A. Carlezon
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
| | - Diego A. Pizzagalli
- grid.38142.3c000000041936754XHarvard Medical School, McLean Hospital, 115 Mill Street, Belmont, MA 02478 USA
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2
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Brockett AT, Vázquez D, Roesch MR. Prediction errors and valence: From single units to multidimensional encoding in the amygdala. Behav Brain Res 2021; 404:113176. [PMID: 33596433 DOI: 10.1016/j.bbr.2021.113176] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 02/02/2021] [Accepted: 02/07/2021] [Indexed: 12/14/2022]
Abstract
The amygdala-one of the primary structures of the limbic system-is comprised of interconnected nuclei situated within the temporal lobe. It has a well-established role in the modulation of negative affective states, as well as in fear processing. However, its vast projections with diverse brain regions-ranging from the cortex to the brainstem-are suggestive of its more complex involvement in affective or motivational aspects of cognitive processing. The amygdala can play an invaluable role in context-dependent associative learning, unsigned prediction error learning, influencing outcome selection, and multidimensional encoding. In this review, we delve into the amygdala's role in associative learning and outcome selection, emphasizing its intrinsic involvement in the appropriate context-dependent modulation of motivated behavior.
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Affiliation(s)
- Adam T Brockett
- Department of Psychology, University of Maryland, College Park, MD, 20742, United States; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, 20742, United States.
| | - Daniela Vázquez
- Department of Psychology, University of Maryland, College Park, MD, 20742, United States; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, 20742, United States
| | - Matthew R Roesch
- Department of Psychology, University of Maryland, College Park, MD, 20742, United States; Program in Neuroscience and Cognitive Science, University of Maryland, College Park, MD, 20742, United States
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3
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Tang X, Lyu G, Chen M, Huang W, Lin Y. Amygdalar and Hippocampal Morphometry Abnormalities in First-Episode Schizophrenia Using Deformation-Based Shape Analysis. Front Psychiatry 2020; 11:677. [PMID: 32765318 PMCID: PMC7379331 DOI: 10.3389/fpsyt.2020.00677] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Accepted: 06/29/2020] [Indexed: 11/14/2022] Open
Abstract
In this study, we investigated and quantified the amygdalar and hippocampal morphometry abnormalities exerted by first-episode schizophrenia using a total of 92 patients and 106 healthy control participants. Magnetic resonance imaging (MRI) based automated segmentation was conducted to obtain the amygdalar and hippocampal segmentations. Disease-versus-control volume differences of the bilateral amygdalas and hippocampi were quantified. In addition, deformation-based statistical shape analysis was employed to quantify the region-specific shape abnormalities of each structure of interest. To better identify the key relevant areas in the pathology of first-episode schizophrenia, each structure was divided into four subregions; CA1, CA2, CA3 combined with dentate gyrus for the hippocampus in each hemisphere and basolateral, basomedial, centromedial, and lateral nucleus for the amygdala in each hemisphere. We observed significant global volume reduction and localized shape atrophy in each of the four structures of interest. The amygdalar shape abnormalities mainly occurred at the basolateral and centromedial subregions, whereas the hippocampal shape abnormalities mainly concentrated on the CA1 and CA2 subregions. For the same structure, the one on the right hemisphere was affected more by the disease pathology than that on the left hemisphere. To conclude, we have successfully quantified the global and local morphometric abnormalities of the bilateral amygdalas and hippocampi using a sophisticated statistical analysis pipeline and high-field subregion segmentations, with MRI data of a considerable sample size. This study is one of the very first of such kind in first-episode schizophrenia analyses.
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Affiliation(s)
- Xiaoying Tang
- Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Guiwen Lyu
- Department of Radiology, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Minhua Chen
- Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China.,Department of Electrical and Electronic Engineering, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China
| | - Weikai Huang
- Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Yin Lin
- Department of Psychology, Shenzhen Children's Hospital, Shenzhen, China
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4
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Monfil T, Vázquez Roque RA, Camacho-Abrego I, Tendilla-Beltran H, Iannitti T, Meneses-Morales I, Aguilar-Alonso P, Flores G, Morales-Medina JC. Hyper-response to Novelty Increases c-Fos Expression in the Hippocampus and Prefrontal Cortex in a Rat Model of Schizophrenia. Neurochem Res 2017; 43:441-448. [PMID: 29214513 DOI: 10.1007/s11064-017-2439-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 11/13/2017] [Accepted: 11/17/2017] [Indexed: 11/28/2022]
Abstract
Schizophrenia is a debilitating disorder that may have a neurodevelopmental origin. For this reason, animal models based on neonatal insults or manipulations have been extensively used to demonstrate schizophrenia-related behaviors. Among those, the neonatal ventral hippocampus lesion (nVHL) is largely used as a model of schizophrenia-related behavior as it mimics behavioral and neurochemical abnormalities often seen in schizophrenic patients including hyperlocomotion in a novel environment. To investigate the neuroanatomical basis of coding novelty in the nVHL rat, we assessed the behavioral locomotor activity paradigm in a novel environment and measured expression of c-Fos, a marker of neural activation, in brain regions involved in the process of coding novelty or locomotion. Upon reaching adulthood, nVHL rats showed hyperlocomotion in the novel environment paradigm. Moreover, in nVHL rats the expression of c-Fos was greater in the prefrontal cortex (PFC) and CA1 region of the dorsal hippocampus compared to sham rats. Whereas similar expression of c-Fos was observed in the basolateral amygdala, nucleus accumbens and dentate gyrus region of hippocampus of nVHL and sham rats. These results suggest that the nVHL disrupts the neural activity in the PFC and CA1 region of hippocampus in the process of coding novelty in the rat.
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Affiliation(s)
- Tomas Monfil
- Centro de Investigación en Reproducción Animal, CINVESTAV-UAT, AP 62, 90000, Tlaxcala, Mexico.,Departamento de Fisiología, Biofísica y Neurociencias, CINVESTAV, 07360, Ciudad de Mexico, Mexico
| | - Rubén Antonio Vázquez Roque
- Lab. Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, 14 Sur 6301, CP 72570, Puebla, Mexico
| | - Israel Camacho-Abrego
- Lab. Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, 14 Sur 6301, CP 72570, Puebla, Mexico
| | - Hiram Tendilla-Beltran
- Lab. Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, 14 Sur 6301, CP 72570, Puebla, Mexico
| | - Tommaso Iannitti
- KWS BioTest, Marine View Office Park, Portishead, Somerset, BS20 7AW, UK
| | - Ivan Meneses-Morales
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México, 04510, Ciudad de Mexico, Mexico
| | - Patricia Aguilar-Alonso
- Facultad de Ciencias Químicas, Benemérita Universidad Autónoma de Puebla, 72570, Puebla, Mexico
| | - Gonzalo Flores
- Lab. Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla, 14 Sur 6301, CP 72570, Puebla, Mexico.
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General and emotion-specific neural effects of ketamine during emotional memory formation. Neuroimage 2017; 150:308-317. [PMID: 28232170 DOI: 10.1016/j.neuroimage.2017.02.049] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 01/04/2017] [Accepted: 02/18/2017] [Indexed: 01/07/2023] Open
Abstract
Animal studies suggest that N-methyl-D-aspartate receptor (NMDAR) dependent signalling in limbic and prefrontal regions is critically involved in both cognitive and emotional functions. In humans, ketamine-induced transient, and disorder associated chronic NMDAR hypofunction (i.e. in schizophrenia) has been associated with deficient performance in the domains of memory and higher-order emotional functioning, as well as altered neural activity in the underlying limbic-prefrontal circuits. To model the effects of NMDAR hypofunction on the integration of emotion and cognition the present pharmacological fMRI study applied the NMDAR antagonist ketamine (target plasma level=100ng/ml) to 21 healthy volunteers in a within-subject placebo-controlled crossover design during encoding of neutral, positive and negative pictures. Our results show that irrespective of emotion, ketamine suppressed parahippocampal and medial prefrontal activity. In contrast, ketamine selectively increased amygdala and orbitofrontal activity during successful encoding of negative stimuli. On the network level ketamine generally increased medial prefrontal-parahippocampal coupling while specifically decreasing amygdala-orbitofrontal interplay during encoding of negative stimuli. On the behavioural level, ketamine produced generally decreased memory performance and abolished the emotional enhancement of memory after a wash-out period of 5 days. The present findings suggest that ketamine produces general as well as valence-specific effects during emotional memory formation. The pattern partly overlaps with alterations previously observed in patients with schizophrenia.
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Research Domain Criteria versus DSM V: How does this debate affect attempts to model corticostriatal dysfunction in animals? Neurosci Biobehav Rev 2016; 76:301-316. [PMID: 27826070 DOI: 10.1016/j.neubiorev.2016.10.029] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 09/03/2016] [Accepted: 10/31/2016] [Indexed: 01/29/2023]
Abstract
For decades, the nosology of mental illness has been based largely upon the descriptions in the Diagnostic and Statistical Manual of the American Psychiatric Association (DSM). A recent challenge to the DSM approach to psychiatric nosology from the National Institute on Mental Health (USA) defines Research Domain Criteria (RDoC) as an alternative. For RDoC, psychiatric illnesses are not defined as discrete categories, but instead as specific behavioral dysfunctions irrespective of DSM diagnostic categories. This approach was driven by two primary weaknesses noted in the DSM: (1) the same symptoms occur in very different disease states; and (2) DSM criteria lack grounding in the underlying biological causes of mental illness. RDoC intends to ground psychiatric nosology in those underlying mechanisms. This review addresses the suitability of RDoC vs. DSM from the view of modeling mental illness in animals. A consideration of all types of psychiatric dysfunction is beyond the scope of this review, which will focus on models of conditions associated with frontostriatal dysfunction.
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7
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Flores G, Morales-Medina JC, Diaz A. Neuronal and brain morphological changes in animal models of schizophrenia. Behav Brain Res 2016; 301:190-203. [DOI: 10.1016/j.bbr.2015.12.034] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Revised: 12/15/2015] [Accepted: 12/18/2015] [Indexed: 12/14/2022]
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Neurophysiology of Reward-Guided Behavior: Correlates Related to Predictions, Value, Motivation, Errors, Attention, and Action. Curr Top Behav Neurosci 2015; 27:199-230. [PMID: 26276036 DOI: 10.1007/7854_2015_382] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Many brain areas are activated by the possibility and receipt of reward. Are all of these brain areas reporting the same information about reward? Or are these signals related to other functions that accompany reward-guided learning and decision-making? Through carefully controlled behavioral studies, it has been shown that reward-related activity can represent reward expectations related to future outcomes, errors in those expectations, motivation, and signals related to goal- and habit-driven behaviors. These dissociations have been accomplished by manipulating the predictability of positively and negatively valued events. Here, we review single neuron recordings in behaving animals that have addressed this issue. We describe data showing that several brain areas, including orbitofrontal cortex, anterior cingulate, and basolateral amygdala signal reward prediction. In addition, anterior cingulate, basolateral amygdala, and dopamine neurons also signal errors in reward prediction, but in different ways. For these areas, we will describe how unexpected manipulations of positive and negative value can dissociate signed from unsigned reward prediction errors. All of these signals feed into striatum to modify signals that motivate behavior in ventral striatum and guide responding via associative encoding in dorsolateral striatum.
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