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1.
Nat Neurosci ; 27(4): 747-757, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38291283

ABSTRACT

Striatal dopamine drives associative learning by acting as a teaching signal. Much work has focused on simple learning paradigms, including Pavlovian and instrumental learning. However, higher cognition requires that animals generate internal concepts of their environment, where sensory stimuli, actions and outcomes become flexibly associated. Here, we performed fiber photometry dopamine measurements across the striatum of male mice as they learned cue-action-outcome associations based on implicit and changing task rules. Reinforcement learning models of the behavioral and dopamine data showed that rule changes lead to adjustments of learned cue-action-outcome associations. After rule changes, mice discarded learned associations and reset outcome expectations. Cue- and outcome-triggered dopamine signals became uncoupled and dependent on the adopted behavioral strategy. As mice learned the new association, coupling between cue- and outcome-triggered dopamine signals and task performance re-emerged. Our results suggest that dopaminergic reward prediction errors reflect an agent's perceived locus of control.


Subject(s)
Cues , Dopamine , Mice , Male , Animals , Learning , Reinforcement, Psychology , Reward
2.
J Exp Med ; 215(9): 2247-2264, 2018 09 03.
Article in English | MEDLINE | ID: mdl-30158114

ABSTRACT

There is considerable interest in harnessing innate immunity to treat Alzheimer's disease (AD). Here, we explore whether a decoy receptor strategy using the ectodomain of select TLRs has therapeutic potential in AD. AAV-mediated expression of human TLR5 ectodomain (sTLR5) alone or fused to human IgG4 Fc (sTLR5Fc) results in robust attenuation of amyloid ß (Aß) accumulation in a mouse model of Alzheimer-type Aß pathology. sTLR5Fc binds to oligomeric and fibrillar Aß with high affinity, forms complexes with Aß, and blocks Aß toxicity. Oligomeric and fibrillar Aß modulates flagellin-mediated activation of human TLR5 but does not, by itself, activate TLR5 signaling. Genetic analysis shows that rare protein coding variants in human TLR5 may be associated with a reduced risk of AD. Further, transcriptome analysis shows altered TLR gene expression in human AD. Collectively, our data suggest that TLR5 decoy receptor-based biologics represent a novel and safe Aß-selective class of biotherapy in AD.


Subject(s)
Alzheimer Disease , Immunoglobulin Fc Fragments/therapeutic use , Immunoglobulin G/therapeutic use , Recombinant Fusion Proteins/therapeutic use , Toll-Like Receptor 5/therapeutic use , Alzheimer Disease/drug therapy , Alzheimer Disease/genetics , Alzheimer Disease/immunology , Alzheimer Disease/pathology , Amyloid beta-Peptides/genetics , Amyloid beta-Peptides/immunology , Animals , Female , Humans , Immunoglobulin Fc Fragments/genetics , Immunoglobulin Fc Fragments/immunology , Immunoglobulin G/genetics , Immunoglobulin G/immunology , Mice , Mice, Transgenic , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/immunology , Toll-Like Receptor 5/genetics , Toll-Like Receptor 5/immunology
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