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Coutureau, E.

Publications and source records attributed to Coutureau, E..

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Orbitofrontal noradrenaline mediates volatility-dependent adjustment of learning rate

Adaptive decision-making in dynamic environments requires flexible adjustment of learning speed to balance stability and flexibility. When outcomes are highly stochastic, learners must avoid over interpreting noise and update more slowly, whereas in volatile environments where contingencies change frequently, learning should accelerate to rapidly incorporate new evidence. Theories propose that internal estimates of uncertainty tune learning rates through neuromodulatory-dependent mechanisms. Here, we investigated how noradrenergic inputs from the locus coeruleus (LC) to the orbitofrontal cortex (OFC) support adaptive learning under uncertainty. We show that rats performing a probabilistic reversal learning task exhibited behavior that was best explained by an adaptive reinforcement-learning model in which learning rates dynamically adjust according to estimated environmental volatility and stochasticity, outperforming standard fixed-rate models. Noradrenaline release in the OFC closely tracked trial-by-trial, model-derived volatility estimates around contingency changes. Disrupting LC[->]OFC noradrenergic inputs reproduced the model-predicted deficit in volatility-dependent adjustments of learning rate. Together, these findings identify OFC noradrenergic signaling as a key circuit mechanism for volatility-dependent modulation of learning rates during adaptive decision-making.

neuroscience↗

Adaptive responding to stimulus-outcome associations requires noradrenergic transmission in the medial prefrontal cortex

A dynamic environment, such as the one we inhabit, requires organisms to continuously update their knowledge of the setting. While the prefrontal cortex is recognized for its pivotal role in regulating such adaptive behavior, the specific contributions of each prefrontal area remain elusive. In the current work, we investigated the direct involvement of two major prefrontal subregions, the medial prefrontal cortex (mPFC) and the ventrolateral orbitofrontal cortex (vlOFC), in updating Pavlovian stimulus-outcome (S-O) associations following contingency degradation. Specifically, animals had to learn that a specific cue, previously fully predicting the delivery of a specific reward, was no longer a reliable predictor. First, we found that chemogenetic inhibition of mPFC, but not of vlOFC, neurons altered the rats ability to adaptively respond to degraded and non-degraded cues. Next, given the growing evidence pointing at noradrenaline (NA) as a main neuromodulator of adaptive behavior, we decided to investigate the possible involvement of NA projections to the two subregions in this higher-order cognitive process. Employing a pair of novel retrograde vectors, we traced NA projections from the locus coeruleus (LC) to both structures and observed an equivalent yet relatively segregated amount of inputs. Then, we showed that chemogenetic inhibition of NA projections to the mPFC, but not to the vlOFC, also impaired the rats ability to adaptively respond to the degradation procedure. Altogether, our findings provide important evidence of functional parcellation within the prefrontal cortex and point at mPFC-NA as key for updating Pavlovian S-O associations. Significant statementThe ability to update stimulus-outcome (S-O) associations is a key adaptive behavior, essential for surviving in an ever-changing environment. The prefrontal cortex is well-known for playing a key role in this process. The discrete contribution of each prefrontal subregion and of different neurotransmitters, however, remains unclear. In the current study, we show that inhibiting medial prefrontal (mPFC), but not ventrolateral orbitofrontal cortex (vlOFC), neurons impairs the rats ability to update S-O associations following contingency degradation. Moreover, we demonstrate that discrete noradrenergic projections to the two subregions exist and that inhibiting the ones projecting to the mPFC, but not to the vlOFC, once again impairs the rats behavior, thereby implying a substantial contribution of noradrenaline in orchestrating this higher-order cognitive process.

neuroscience↗

The mediodorsal thalamus supports adaptive responding based on stimulus-outcome associations

The ability to engage into flexible behaviors is crucial in dynamic environments. We recently showed that in addition to the well described role of the orbitofrontal cortex (OFC), its thalamic input from the submedius thalamic nucleus (Sub) also contributes to adaptive responding during Pavlovian degradation. In the present study, we examined the role of the mediodorsal thalamus (MD) which is the other main thalamic input to the OFC. To this end, we assessed the effect of both pre- and post-training MD lesions in rats performing a Pavlovian contingency degradation task. Pre-training lesions mildly impeded the establishment of stimulus-outcome associations during the initial training of Pavlovian conditioning without interfering with Pavlovian degradation training when the sensory feedback provided by the outcome rewards were available to animals. However, we found that both pre- and post-training MD lesions produced a selective impairment during a test conducted under extinction conditions, during which only current mental representation could guide behavior. Altogether, these data suggest a role for the MD in the successful encoding and representation of Pavlovian associations.

animal behavior and cognition↗

Noradrenergic signaling in the rodent orbitofrontal cortex is required to update goal-directed actions.

In a constantly changing environment, organisms must track the current relationship between actions and their specific consequences and use this information to guide decision-making. Such goal-directed behavior relies on circuits involving cortical and subcortical structures. Notably, a functional heterogeneity exists within the medial prefrontal, insular, and orbitofrontal cortices (OFC) in rodents. The role of the latter in goal-directed behavior has been debated, but recent data indicate that the ventral and lateral subregions of the OFC are needed to integrate changes in the relationships between actions and their outcomes. Neuromodulatory agents are also crucial components of prefrontal functions and behavioral flexibility might depend upon the noradrenergic modulation of prefrontal cortex. Therefore, we assessed whether noradrenergic innervation of the OFC plays a role in updating action-outcome relationships. We used an identity-based reversal task and found that depletion or chemogenetic silencing of noradrenergic inputs within the OFC rendered rats unable to associate new outcomes with previously acquired actions. Silencing of noradrenergic inputs in the medial prefrontal cortex or depletion of dopaminergic inputs in the OFC did not reproduce this deficit. Together, our results indicate that noradrenergic projections to the OFC are required to update goal-directed actions. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=136 SRC="FIGDIR/small/498245v1_ufig1.gif" ALT="Figure 1"> View larger version (45K): org.highwire.dtl.DTLVardef@afc586org.highwire.dtl.DTLVardef@1d10ff4org.highwire.dtl.DTLVardef@6e6863org.highwire.dtl.DTLVardef@874b30_HPS_FORMAT_FIGEXP M_FIG C_FIG HIGHLIGHTSO_LIRats learn initial action-outcome associations in an instrumental task C_LIO_LINoradrenergic depletion in the OFC prevents the encoding and expression of these associations following reversal learning C_LIO_LIDopaminergic depletion in the OFC does not result in behavioral deficits C_LIO_LILC:OFC noradrenergic projections are required to update action-outcome associations C_LI IN BRIEFCerpa et al. investigate whether noradrenergic projections from the locus coeruleus (LC) to the orbitofrontal cortex are involved in updating previously established goal-directed actions following environmental change. They find that these LC projections are required to both encode and express reversed action-outcome associations in rats.

neuroscience↗

Obesogenic diet induces circuit-specific memory deficits in mice

Obesity is associated with neurocognitive dysfunction, including memory deficits. This is particularly worrisome during adolescence, which represents a crucial period for maturation of brain structures, such as the hippocampus which are crucial for cognition. In rodent models, we recently reported that memory impairments induced by obesogenic high-fat diet (HFD) intake during the periadolescent period can be reversed by chemogenetic manipulation of the ventral hippocampus (vHPC). Here, we used an intersectional viral approach in HFD-fed male mice to chemogenetically inactivate specific vHPC efferent pathways to nucleus accumbens or medial prefrontal cortex during memory tasks. We first demonstrated that HFD enhanced activation of both pathways after training and that our chemogenetic approach was effective in normalising this activation. Inactivation of the vHPC-nucleus accumbens pathway rescued HFD-induced deficits in recognition but not location memory. Conversely, inactivation of the vHPC-medial prefrontal cortex pathway restored location but not recognition memory impairments produced by HFD. Either pathway manipulation did not affect exploration, locomotion or anxiety-like behaviour. These findings suggest that HFD intake throughout adolescence impairs different types of memory through overactivation of specific hippocampal efferent pathways and that targeting these overactive pathways has therapeutic potential.

neuroscience↗

Chemogenetic silencing of hippocampus and amygdala reveals a double dissociation in periadolescent obesogenic diet-induced memory alterations

1In addition to numerous metabolic comorbidities, obesity is associated with several adverse neurobiological outcomes, especially learning and memory alterations. Obesity prevalence is rising dramatically in youth and is persisting in adulthood. This is especially worrying since adolescence is a crucial period for the maturation of certain brain regions playing a central role in memory processes such as the hippocampus and the amygdala. We previously showed that periadolescent exposure to obesogenic high-fat diet (HFD) had opposite effects on hippocampus- and amygdala-dependent memory, impairing the former and enhancing the latter. However, the causal role of these two brain regions in periadolescent HFD-induced memory alterations remains unclear. Here, we first showed that periadolescent HFD induced long-term, but not short-term, object recognition memory deficits, specifically when rats were exposed to a novel context. Using chemogenetic approaches to inhibit targeted brain regions, we then demonstrated that recognition memory deficits are dependent on the activity of the ventral hippocampus, but not the basolateral amygdala. On the contrary, the HFD-induced enhancement of conditioned odor aversion requires specifically amygdala activity. Taken together, these findings suggest that HFD consumption throughout adolescence impairs long-term object recognition memory through the overactivation of the ventral hippocampus during memory acquisition. Moreover, these results further highlight the bidirectional effects of adolescent HFD on hippocampal and amygdala functions.

neuroscience↗

Dopamine regulates the exploration-exploitation trade-off in rats

In a volatile environment where rewards are uncertain, successful performance requires a delicate balance between exploitation of the best option and exploration of alternative choices. It has theoretically been proposed that dopamine controls this exploration-exploitation trade-off, specifically that the higher the level of tonic dopamine, the more exploitation is favored. We demonstrate here that there is a formal relationship between the rescaling of dopamine positive reward prediction errors and the exploration-exploitation trade-off in simple non-stationary multi-armed bandit tasks. We further show in rats performing such a task that systemically antagonizing dopamine receptors greatly increases the number of random choices without affecting learning capacities. Simulations and comparison of a set of different computational models (an extended Q-learning model, a directed exploration model, and a meta-learning model) fitted on each individual confirm that, independently of the model, decreasing dopaminergic activity does not affect learning rate but is equivalent to an increase in exploration rate. This study shows that dopamine could adapt the exploration-exploitation trade-off in decision making when facing changing environmental contingencies.

neuroscience↗