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Bandi AC, Runyan CA. Different state-dependence of population codes across cortex. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.23.595581. [PMID: 38826351 PMCID: PMC11142168 DOI: 10.1101/2024.05.23.595581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
During perceptual decision-making, behavioral performance varies with changes in internal states such as arousal, motivation, and strategy. Yet it is unknown how these internal states affect information coding across cortical regions involved in differing aspects of sensory perception and decision-making. We recorded neural activity from the primary auditory cortex (AC) and posterior parietal cortex (PPC) in mice performing a navigation-based sound localization task. We then modeled transitions in the behavioral strategies mice used during task performance. Mice transitioned between three latent performance states with differing decision-making strategies: an 'optimal' state and two 'sub-optimal' states characterized by choice bias and frequent errors. Performance states strongly influenced population activity patterns in association but not sensory cortex. Surprisingly, activity of individual PPC neurons was better explained by external inputs and behavioral variables during suboptimal behavioral performance than in the optimal performance state. Furthermore, shared variability across neurons (coupling) in PPC was strongest in the optimal state. In AC, shared variability was similarly weak across all performance states. Together, these findings indicate that neural activity in association cortex is more strongly linked to internal state than in sensory cortex.
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Affiliation(s)
- Akhil C Bandi
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA
- Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, PA
| | - Caroline A Runyan
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA
- Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, PA
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Janus A, Lustyk K, Pytka K. MK-801 and cognitive functions: Investigating the behavioral effects of a non-competitive NMDA receptor antagonist. Psychopharmacology (Berl) 2023; 240:2435-2457. [PMID: 37725119 PMCID: PMC10640442 DOI: 10.1007/s00213-023-06454-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 08/21/2023] [Indexed: 09/21/2023]
Abstract
RATIONALE MK-801 (dizocilpine) is a non-competitive NMDA receptor antagonist originally explored for anticonvulsant potential. Despite its original purpose, its amnestic properties led to the development of pivotal models of various cognitive impairments widely employed in research and greatly impacting scientific progress. MK-801 offers several advantages; however, it also presents drawbacks, including inducing dose-dependent hyperlocomotion or ambiguous effects on anxiety, which can impact the interpretation of behavioral research results. OBJECTIVES The present review attempts to summarize and discuss the effects of MK-801 on different types of memory and cognitive functions in animal studies. RESULTS A plethora of behavioral research suggests that MK-801 can detrimentally impact cognitive functions. The specific effect of this compound is influenced by variables including developmental stage, gender, species, strain, and, crucially, the administered dose. Notably, when considering the undesirable effects of MK-801, doses up to 0.1 mg/kg were found not to induce stereotypy or hyperlocomotion. CONCLUSION Dizocilpine continues to be of significant importance in preclinical research, facilitating the exploration of various procognitive therapeutic agents. However, given its potential undesirable effects, it is imperative to meticulously determine the appropriate dosages and conduct supplementary evaluations for any undesirable outcomes, which could complicate the interpretation of the findings.
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Affiliation(s)
- Anna Janus
- Department of Pharmacodynamics, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9, 30-688, Krakow, Poland
| | - Klaudia Lustyk
- Department of Pharmacodynamics, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9, 30-688, Krakow, Poland
| | - Karolina Pytka
- Department of Pharmacodynamics, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9, 30-688, Krakow, Poland.
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Task Engagement Improves Neural Discriminability in the Auditory Midbrain of the Marmoset Monkey. J Neurosci 2020; 41:284-297. [PMID: 33208469 DOI: 10.1523/jneurosci.1112-20.2020] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 10/24/2020] [Accepted: 10/27/2020] [Indexed: 11/21/2022] Open
Abstract
While task-dependent changes have been demonstrated in auditory cortex for a number of behavioral paradigms and mammalian species, less is known about how behavioral state can influence neural coding in the midbrain areas that provide auditory information to cortex. We measured single-unit activity in the inferior colliculus (IC) of common marmosets of both sexes while they performed a tone-in-noise detection task and during passive presentation of identical task stimuli. In contrast to our previous study in the ferret IC, task engagement had little effect on sound-evoked activity in central (lemniscal) IC of the marmoset. However, activity was significantly modulated in noncentral fields, where responses were selectively enhanced for the target tone relative to the distractor noise. This led to an increase in neural discriminability between target and distractors. The results confirm that task engagement can modulate sound coding in the auditory midbrain, and support a hypothesis that subcortical pathways can mediate highly trained auditory behaviors.SIGNIFICANCE STATEMENT While the cerebral cortex is widely viewed as playing an essential role in the learning and performance of complex auditory behaviors, relatively little attention has been paid to the role of brainstem and midbrain areas that process sound information before it reaches cortex. This study demonstrates that the auditory midbrain is also modulated during behavior. These modulations amplify task-relevant sensory information, a process that is traditionally attributed to cortex.
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Stoilova VV, Knauer B, Berg S, Rieber E, Jäkel F, Stüttgen MC. Auditory cortex reflects goal-directed movement but is not necessary for behavioral adaptation in sound-cued reward tracking. J Neurophysiol 2020; 124:1056-1071. [PMID: 32845769 DOI: 10.1152/jn.00736.2019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Mounting evidence suggests that the role of sensory cortices in perceptual decision making goes beyond the mere representation of the discriminative stimuli and additionally involves the representation of nonsensory variables such as reward expectation. However, the relevance of these representations for behavior is not clear. To address this issue, we trained rats to discriminate sounds in a single-interval forced-choice task and then confronted the animals with unsignaled blockwise changes of reward probabilities. We found that unequal reward probabilities for the two choice options led to substantial shifts in response bias without concomitant reduction in stimulus discrimination. Although decisional biases were on average less extreme than required to maximize overall reinforcement, a model-based analysis revealed that rats managed to harvest >97% of rewards. Neurons in auditory cortex recorded during task performance weakly differentiated the discriminative stimuli but more strongly the subsequent goal-directed movement. Although 10-20% of units exhibited significantly different firing rates between task epochs with different response biases, control experiments showed this to result from inflated false positive rates due to unspecific temporal correlations of spiking activity rather than changing reinforcement contingencies. Transient pharmacological inactivation of auditory cortex reduced sound discriminability without affecting other measures of performance, whereas inactivation of medial prefrontal cortex affected both discriminability and bias. Together, these results suggest that auditory cortex activity only weakly reflects decisional variables during flexible updating of stimulus-response-outcome contingencies and does not play a crucial role in sound-cued adaptive behavior, beyond the representation of the discriminative stimuli.NEW & NOTEWORTHY Recent evidence suggests that sensory cortex represents nonsensory variables such as reward expectation, but the relevance of these representations for behavior is not well understood. We show that rat auditory cortex (AC) is modulated during movement and reward anticipation in a sound-cued reward tracking task, whereas AC inactivation only impaired discrimination without affecting reward tracking, consistent with a predominantly sensory role of AC.
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Affiliation(s)
- Vanya V Stoilova
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Beate Knauer
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Stephanie Berg
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Evelyn Rieber
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Frank Jäkel
- Centre for Cognitive Science, Institute of Psychology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Maik C Stüttgen
- Institute of Pathophysiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.,Focus Program Translational Neurosciences, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
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Targeted Cortical Manipulation of Auditory Perception. Neuron 2019; 104:1168-1179.e5. [PMID: 31727548 PMCID: PMC6926484 DOI: 10.1016/j.neuron.2019.09.043] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 07/25/2019] [Accepted: 09/24/2019] [Indexed: 11/27/2022]
Abstract
Driving perception by direct activation of neural ensembles in cortex is a necessary step for achieving a causal understanding of the neural code for auditory perception and developing central sensory rehabilitation methods. Here, using optogenetic manipulations during an auditory discrimination task in mice, we show that auditory cortex can be short-circuited by coarser pathways for simple sound identification. Yet when the sensory decision becomes more complex, involving temporal integration of information, auditory cortex activity is required for sound discrimination and targeted activation of specific cortical ensembles changes perceptual decisions, as predicted by our readout of the cortical code. Hence, auditory cortex representations contribute to sound discriminations by refining decisions from parallel routes. Auditory cortex is dispensable for discrimination of dissimilar pure tones in mice Auditory cortex is involved in a sound discrimination requiring temporal integration Focal cortical activations bias choices in cortex-dependent discriminations Discrimination is faster for pure tones than for optogenetic cortical activations
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Guo L, Weems JT, Walker WI, Levichev A, Jaramillo S. Choice-Selective Neurons in the Auditory Cortex and in Its Striatal Target Encode Reward Expectation. J Neurosci 2019; 39:3687-3697. [PMID: 30837264 PMCID: PMC6510333 DOI: 10.1523/jneurosci.2585-18.2019] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 02/10/2019] [Accepted: 02/26/2019] [Indexed: 01/12/2023] Open
Abstract
Learned behavioral responses to sounds depend largely on the expected outcomes associated with each potential choice. Where and how the nervous system integrates expectations about reward with auditory sensory information to drive appropriate decisions is not fully understood. Using a two-alternative choice task in which the expected reward associated with each sound varied over time, we investigated potential sites along the corticostriatal pathway for the integration of sound signals, behavioral choice, and reward information in male mice. We found that auditory cortical neurons encode not only sound identity, but also the animal's choice and the expected size of reward. This influence of reward expectation on sound- and choice-related activity was further enhanced in the major striatal target of the auditory cortex: the posterior tail of the dorsal striatum. These results indicate that choice-specific information is integrated with reward signals throughout the corticostriatal pathway, potentially contributing to adaptation in sound-driven behavior.SIGNIFICANCE STATEMENT Learning and maintenance of sensory-motor associations require that neural circuits keep track of sensory stimuli, choices, and outcomes. It is not clear at what stages along the auditory sensorimotor pathway these signals are integrated to influence future behavior in response to sounds. Our results show that the activity of auditory cortical neurons and of their striatal targets encodes the animals' choices and expectation of reward, in addition to stimulus identity. These results challenge previous views of the influence of motor signals on auditory circuits and identifies potential loci for integration of task-related information necessary for updating auditory decisions in changing environments.
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Affiliation(s)
- Lan Guo
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
| | - Jardon T Weems
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
| | - William I Walker
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
| | - Anastasia Levichev
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
| | - Santiago Jaramillo
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
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Ponvert ND, Jaramillo S. Auditory Thalamostriatal and Corticostriatal Pathways Convey Complementary Information about Sound Features. J Neurosci 2019; 39:271-280. [PMID: 30459227 PMCID: PMC6325256 DOI: 10.1523/jneurosci.1188-18.2018] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 10/16/2018] [Accepted: 11/09/2018] [Indexed: 12/22/2022] Open
Abstract
Multiple parallel neural pathways link sound-related signals to behavioral responses. For instance, the striatum, a brain structure involved in action selection and reward-related learning, receives neuronal projections from both the auditory thalamus and auditory cortex. It is not clear whether sound information that reaches the striatum through these two pathways is redundant or complementary. We used an optogenetic approach in awake mice of both sexes to identify thalamostriatal and corticostriatal neurons during extracellular recordings, and characterized neural responses evoked by sounds of different frequencies and amplitude modulation rates. We found that neurons in both pathways encode sound frequency with similar fidelity, but display different coding strategies for amplitude modulated noise. Whereas corticostriatal neurons provide a more accurate representation of amplitude modulation rate in their overall firing rate, thalamostriatal neurons convey information about the precise timing of acoustic events. These results demonstrate that auditory thalamus and auditory cortex neurons provide complementary information to the striatum, and suggest that these pathways could be differentially recruited depending on the requirements of a sound-driven behavior.SIGNIFICANCE STATEMENT Sensory signals from the cerebral cortex and the thalamus converge onto the striatum, a nucleus implicated in reward-related learning. It is not clear whether these two sensory inputs convey redundant or complementary information. By characterizing the sound-evoked responses of thalamostriatal and corticostriatal neurons, our work demonstrates that these neural pathways convey complementary information about the temporal features of sounds. This work opens new avenues for investigating how these pathways could be selectively recruited depending on task demands, and provides a framework for studying convergence of cortical and thalamic information onto the striatum in other sensory systems.
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Affiliation(s)
- Nicholas D Ponvert
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
| | - Santiago Jaramillo
- Institute of Neuroscience and Department of Biology, University of Oregon, Eugene, Oregon 97403
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Gilbert K, Luking K, Pagliaccio D, Luby JL, Barch DM. Dampening Positive Affect and Neural Reward Responding in Healthy Children: Implications for Affective Inflexibility. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2019; 48:120-130. [PMID: 27819484 PMCID: PMC5420488 DOI: 10.1080/15374416.2016.1233502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Blunted reward processing is evident in and may contribute to the onset of major depressive disorder. However, it is unclear what mechanisms contribute to the development of blunted reward-response prior to depression onset. The current study examined how individual differences in the tendency to dampen positive affect, an affect regulation strategy that decreases positive affect, are associated with reward responding and related brain activation in 39 healthy children (ages 7-10; 51% female; 79% White). To do this, we examined neural responses to winning a reward (candy) within the context of a previous loss, win, or neutral outcome. Whole-brain regression analyses revealed that self-reported tendencies to engage in dampening were associated with blunted striatum and thalamic activation during a winning outcome when following a previous loss outcome, as compared to when following a neutral outcome. This finding was above and beyond the influence of current depressive symptoms. However, tendencies to dampen positive affect were not associated with neural activity during the second of 2 consecutive win outcomes, and thus did not support the notion that dampening is associated with an inability to maintain reward responding. In youth, tendencies to dampen positive affect may be associated with less ability to flexibly upregulate neural reward responding following a loss, possibly leading to the development of affective inflexibility and increased vulnerability to depression. Dampening positive affect may be one mechanism that contributes to aberrant neural reward responding via affective inflexibility and may be a target for prevention in youth.
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Affiliation(s)
- Kirsten Gilbert
- Department of Psychiatry, Washington University in St. Louis, St. Louis, Missouri
| | - Katherine Luking
- Department of Psychology, Stony Brook University, Stony Brook, New York
| | - David Pagliaccio
- Emotion and Development Branch, National Institute of Mental Health, Bethesda, Maryland
| | - Joan L. Luby
- Department of Psychiatry, Washington University in St. Louis, St. Louis, Missouri
| | - Deanna M. Barch
- Department of Psychiatry, Washington University in St. Louis, St. Louis, Missouri
- Department of Psychology, Washington University in St. Louis, St. Louis, Missouri
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Cognitive flexibility: Development, disease and treatment. Neuroscience 2016; 345:1-2. [PMID: 28034728 DOI: 10.1016/j.neuroscience.2016.12.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 12/15/2016] [Indexed: 11/20/2022]
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