scholarly journals A Hierarchical Reinforcement Learning Model Explains Individual Differences in Attentional Set Shifting

2021 ◽  
Author(s):  
Anahita Talwar ◽  
Quentin Huys ◽  
Francesca Cormack ◽  
Jonathan P Roiser
Keyword(s):  
General Population ◽  
Large Scale ◽  
Mechanistic Explanation ◽  
Symptom Assessment ◽  
Stimulus Dimension ◽  
Set Shifting ◽  
Attentional Set ◽  
Attentional Set Shifting ◽  
Analyse Data ◽  
Feature Values

AbstractAttentional set shifting refers to the ease with which the focus of attention is directed and switched. Cognitive tasks such as CANTAB IED reveal great variation in set shifting ability in the general population, with notable impairments in those with psychiatric diagnoses. The attentional and learning processes underlying this cognitive ability, and how they lead to the observed variation remain unknown. To directly test this, we used a modelling approach on two independent large-scale online general-population samples performing CANTAB IED and psychiatric symptom assessment. We found a hierarchical model that learnt both feature values and dimension attention best explained the data, and that compulsive symptoms were associated with slower learning and higher attentional bias to the first relevant stimulus dimension. This data showcase a new methodology to analyse data from the CANTAB IED task, and suggest a possible mechanistic explanation for the variation in set shifting performance, and its relationship to compulsive symptoms.

scholarly journals BDNF haploinsufficiency induces behavioral endophenotypes of schizophrenia in male mice that are rescued by enriched environment

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Mahmoud Harb ◽  
Justina Jagusch ◽  
Archana Durairaja ◽  
Thomas Endres ◽  
Volkmar Leßmann ◽  
...  
Keyword(s):  
Prepulse Inhibition ◽  
Sensorimotor Gating ◽  
Enriched Environment ◽  
Fear Learning ◽  
Set Shifting ◽  
Wild Type ◽  
Mature Adult ◽  
Attentional Set ◽  
Attentional Set Shifting ◽  
The Brain

AbstractBrain-derived neurotrophic factor (BDNF) is implicated in a number of processes that are crucial for healthy functioning of the brain. Schizophrenia is associated with low BDNF levels in the brain and blood, however, not much is known about BDNF’s role in the different symptoms of schizophrenia. Here, we used BDNF-haploinsufficient (BDNF+/−) mice to investigate the role of BDNF in different mouse behavioral endophenotypes of schizophrenia. Furthermore, we assessed if an enriched environment can prevent the observed changes. In this study, male mature adult wild-type and BDNF+/− mice were tested in mouse paradigms for cognitive flexibility (attentional set shifting), sensorimotor gating (prepulse inhibition), and associative emotional learning (safety and fear conditioning). Before these tests, half of the mice had a 2-month exposure to an enriched environment, including running wheels. After the tests, BDNF brain levels were quantified. BDNF+/− mice had general deficits in the attentional set-shifting task, increased startle magnitudes, and prepulse inhibition deficits. Contextual fear learning was not affected but safety learning was absent. Enriched environment housing completely prevented the observed behavioral deficits in BDNF+/− mice. Notably, the behavioral performance of the mice was negatively correlated with BDNF protein levels. These novel findings strongly suggest that decreased BDNF levels are associated with several behavioral endophenotypes of schizophrenia. Furthermore, an enriched environment increases BDNF protein to wild-type levels and is thereby able to rescue these behavioral endophenotypes.

scholarly journals Automatic Intra-/Extra-Dimensional Attentional Set-Shifting Task in Adolescent Mice

2021 ◽  
Vol 15 ◽  
Author(s):  
Mariasole Ciampoli ◽  
Diego Scheggia ◽  
Francesco Papaleo
Keyword(s):  
Executive Functions ◽  
Neuropsychological Test ◽  
Wisconsin Card Sorting Test ◽  
Set Shifting ◽  
Card Sorting ◽  
Attentional Set ◽  
Attentional Set Shifting ◽  
Wisconsin Card Sorting ◽  
Sorting Test ◽  
Set Shifting Task

Adolescence is a developmental period crucial for the maturation of higher-order cognitive functions. Indeed, adolescence deficits in executive functions are strong predictors of increased vulnerability to several mental disabilities later in life. Here, we tested adolescent mice in a fully-automated attentional set-shifting task equivalent to the humans’ Wisconsin Card Sorting Test (WCST) and the Cambridge Neuropsychological Test Automated Battery Intra-/Extra-Dimensional set-shift task (ID/ED). Compared to an adult, adolescent mice required more time to complete the task (≈16 days), and a higher percentage failed to finish the entire task. Nevertheless, adolescent mice completing this demanding task showed an increased effort in solving the extradimensional shift stage (EDS) compared to previous stages. Moreover, we found that this paradigm can be used to detect early cognitive dysfunctions in adolescent genetically modified mice. Thus, this automatic paradigm provides a further tool to assess attentional control in adolescent mice, and the development of dysfunctional executive functions from adolescence to adulthood.

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