ABSTRACT
The balance between excitation and inhibition is critical to brain functioning, and dysregulation of this balance is a hallmark of numerous psychiatric conditions. Measuring this excitation-inhibition (E:I) balance in vivo has remained difficult, but theoretical models have proposed that characteristics of local field potentials (LFP) may provide an accurate proxy. To establish a conclusive link between LFP and E:I balance, we recorded single units and LFP from the prefrontal cortex (mPFC) of rats during decision making. Dynamic measures of synaptic coupling strength facilitated direct quantification of E:I balance and revealed a strong inverse relationship to broadband spectral power of LFP. These results provide a critical link between LFP and underlying network properties, opening the door for non-invasive recordings to measure E:I balance in clinical settings.
ABSTRACT
Decision-making involves multiple cognitive processes requiring different aspects of information about the situation at hand. The rodent medial prefrontal cortex (mPFC) has been hypothesized to be central to these abilities. Functional studies have sought to link specific processes to specific anatomical subregions, but past studies of mPFC have yielded controversial results, leaving the precise nature of mPFC function unclear. To settle this debate, we recorded from the full dorso-ventral extent of mPFC in each of 8 rats, as they performed a complex economic decision task. These data revealed four distinct functional domains within mPFC that closely mirrored anatomically identified subregions, including novel evidence to divide prelimbic cortex into dorsal and ventral components. We found that dorsal aspects of mPFC (ACC, dPL) were more involved in processing information about active decisions, while ventral aspects (vPL, IL) were more engaged in motivational factors.
Subject(s)
Prefrontal Cortex , Rodentia , Rats , AnimalsABSTRACT
Mammalian decision-making is mediated by the interaction of multiple, neurally and computationally separable decision systems. Having multiple systems requires a mechanism to manage conflict and converge onto the selection of singular actions. A long history of evidence has pointed to the prefrontal cortex as a central component in processing the interactions between distinct decision systems and resolving conflicts among them. In this chapter we review four theories of how that interaction might occur and identify how the medial prefrontal cortex in the rodent may be involved in each theory. We then present experimental predictions implied by the neurobiological data in the context of each theory as a starting point for future investigation of medial prefrontal cortex and decision-making.
Subject(s)
Decision Making , Prefrontal Cortex , Animals , Decision Making/physiology , Negotiating , Prefrontal Cortex/physiology , RodentiaABSTRACT
The hippocampus comprises two neural signals-place cells and θ oscillations-that contribute to facets of spatial navigation. Although their complementary relationship has been well established in rodents, their respective contributions in the primate brain during free navigation remains unclear. Here, we recorded neural activity in the hippocampus of freely moving marmosets as they naturally explored a spatial environment to more explicitly investigate this issue. We report place cells in marmoset hippocampus during free navigation that exhibit remarkable parallels to analogous neurons in other mammalian species. Although θ oscillations were prevalent in the marmoset hippocampus, the patterns of activity were notably different than in other taxa. This local field potential oscillation occurred in short bouts (approximately .4 s)-rather than continuously-and was neither significantly modulated by locomotion nor consistently coupled to place-cell activity. These findings suggest that the relationship between place-cell activity and θ oscillations in primate hippocampus during free navigation differs substantially from rodents and paint an intriguing comparative picture regarding the neural basis of spatial navigation across mammals.
Subject(s)
Callithrix/physiology , Hippocampus/physiology , Spatial Navigation/physiology , Animals , Female , Hippocampus/cytology , Locomotion , Magnetic Resonance Imaging/veterinary , Male , Neurons/physiology , Space Perception/physiologyABSTRACT
Distinct functional cell types in the medial entorhinal cortex (mEC) have been shown to represent different aspects of experiences. To further characterize mEC cell populations, we examined whether spatial representations of neurons in mEC superficial layers depended on the scale of the environment and changed over extended time periods. Accordingly, mEC cells were recorded while rats repeatedly foraged in a small or a large environment in sessions that were separated by time intervals from minutes to hours. Comparing between large and small environments, we found that the overall precision of grid and non-grid cell spatial maps was higher in smaller environments. When examining the stability of spatial firing patterns over time, differences and similarities were observed across cell types. Within-session stability was higher for grid cells than for non-grid cell populations. Despite differences in baseline stability between cell types, stability levels remained consistent over time between sessions, up to 1 hr. Even for sessions separated by 6 hrs, activity patterns of grid cells and of most non-grid cells lacked any systematic decrease in spatial similarity over time. However, a subset of ~15% of mEC non-grid cells recorded preferentially from layer III exhibited dramatic, time dependent changes in firing patterns across 6 hrs, reminiscent of previous characterizations of the hippocampal CA2 subregion. Collectively, our data suggest that mEC grid cell input to hippocampus in conjunction with many time invariant non-grid cells may aid in stabilizing hippocampal spatial maps, while a subset of time varying non-grid cells could provide complementary temporal information.
Subject(s)
Entorhinal Cortex/physiology , Neurons/physiology , Animals , Hippocampus/physiology , Male , Rats , Rats, Long-Evans , Space Perception/physiologyABSTRACT
The medial entorhinal cortex (mEC) has been identified as a hub for spatial information processing by the discovery of grid, border, and head-direction cells. Here we find that in addition to these well-characterized classes, nearly all of the remaining two-thirds of mEC cells can be categorized as spatially selective. We refer to these cells as nongrid spatial cells and confirmed that their spatial firing patterns were unrelated to running speed and highly reproducible within the same environment. However, in response to manipulations of environmental features, such as box shape or box color, nongrid spatial cells completely reorganized their spatial firing patterns. At the same time, grid cells retained their spatial alignment and predominantly responded with redistributed firing rates across their grid fields. Thus, mEC contains a joint representation of both spatial and environmental feature content, with specialized cell types showing different types of integrated coding of multimodal information.
Subject(s)
Entorhinal Cortex/physiology , Neurons/physiology , Spatial Memory/physiology , Spatial Navigation/physiology , Spatial Processing/physiology , Action Potentials , Animals , Entorhinal Cortex/cytology , Environment , Hippocampus/cytology , Hippocampus/physiology , Rats , Rats, Long-EvansABSTRACT
The hippocampal CA2 subregion has a different anatomical connectivity pattern within the entorhino-hippocampal circuit than either the CA1 or CA3 subregion. Yet major differences in the neuronal activity patterns of CA2 compared with the other CA subregions have not been reported. We show that standard spatial and temporal firing patterns of individual hippocampal principal neurons in behaving rats, such as place fields, theta modulation, and phase precession, are also present in CA2, but that the CA2 subregion differs substantially from the other CA subregions in its population coding. CA2 ensembles do not show a persistent code for space or for differences in context. Rather, CA2 activity patterns become progressively dissimilar over time periods of hours to days. The weak coding for a particular context is consistent with recent behavioral evidence that CA2 circuits preferentially support social, emotional, and temporal rather than spatial aspects of memory.
Subject(s)
Action Potentials/physiology , Behavior, Animal/physiology , CA2 Region, Hippocampal/physiology , Animals , CA1 Region, Hippocampal/physiology , CA3 Region, Hippocampal/physiology , Emotions , Entorhinal Cortex/physiology , Male , Memory/physiology , Neurons , Rats , Theta Rhythm/physiology , Time FactorsABSTRACT
Re-exposure to drug-associated cues causes significant drug craving in recovering addicts, which may precipitate relapse. In animal models of craving, drug-seeking responses for contingent delivery of drug-associated cues sensitizes or "incubates" across drug withdrawal. To date there is limited evidence supporting an incubation effect for behaviors mediated by non-contingent presentation of drug-associated cues. Here we used a model of cue-induced conditioned activity to determine if the conditioned locomotor response to a non-contingent presentation of a drug-associated cue sensitizes across drug withdrawal. In addition, because cue-induced drug-seeking responses are mediated by the rostral basolateral amygdala (BLA), we investigated whether this structure is critical for the expression of cue-induced conditioned activity. A conditioned association between cocaine (15mg/kg) and a compound discrete cue (flashing bicycle light+a metronome) was established over 12 conditioning sessions in male Sprague-Dawley rats. In experiment 1, cue-induced conditioned activity was assessed on 3 occasions: 3, 14 and 28days following the final drug-cue conditioning session. Cocaine-conditioned rats demonstrated reliable cue-induced conditioned activity across all 3 test sessions, however there was no evidence of an incubation effect. To determine whether repeated testing prevented the observation of an incubation effect, rats in experiment 2 were tested either 3days or 28days following conditioning; again no incubation effect was observed. In experiment 3, either saline or the GABAA receptor agonist muscimol was infused prior to testing. Intra-BLA infusions of muscimol prevented the expression of cue-induced conditioned activity. These data support the role of the rBLA in mediating conditioned responses to drug-associated cues. The failure to observe an incubation effect for cue-induced conditioned activity may point to a fundamental difference in the manner by which contingent and non-contingent presentations of drug-associated cues influence behavior.
Subject(s)
Amygdala/physiopathology , Cocaine-Related Disorders/physiopathology , Cocaine-Related Disorders/psychology , Conditioning, Psychological/physiology , Cues , Amygdala/drug effects , Animals , Conditioning, Psychological/drug effects , Disease Models, Animal , Drug-Seeking Behavior/drug effects , Drug-Seeking Behavior/physiology , GABA-A Receptor Agonists/pharmacology , Habituation, Psychophysiologic , Humans , Male , Motor Activity/drug effects , Motor Activity/physiology , Muscimol/pharmacology , Rats , Rats, Sprague-DawleyABSTRACT
Decision-making is a complex cognitive process that is impaired in a number of psychiatric disorders. In the laboratory, decision-making is frequently assessed using "gambling" tasks that are designed to simulate real-life decisions in terms of uncertainty, reward and punishment. Here, we investigate whether lesions of the medial prefrontal cortex (PFC) cause impairments in decision-making using a rodent gambling task (rGT). In this task, rats have to decide between 1 of 4 possible options: 2 options are considered "advantageous" and lead to greater net rewards (food pellets) than the other 2 "disadvantageous" options. Once rats attained stable levels of performance on the rGT they underwent sham or excitoxic lesions of the medial PFC and were allowed to recover for 1 week. Following recovery, rats were retrained for 5 days and then the effects of a dopamine D1-like receptor antagonist (SCH23390) or a D2-like receptor antagonist (haloperidol) on performance were assessed. Lesioned rats exhibited impaired decision-making: they made fewer advantageous choices and chose the most optimal choice less frequently than did sham-operated rats. Administration of SCH23390 (0.03 mg/kg), but not haloperidol (0.015-0.03 mg/kg) attenuated the lesion-induced decision-making deficit. These results indicate that the medial PFC is important for decision-making and that excessive signaling at D1 receptors may contribute to decision-making impairments.