Literature DB >> 28958916

How can the depressed mind extract and remember predictive relationships of the environment? Evidence from implicit probabilistic sequence learning.

Karolina Janacsek1, Emőke Borbély-Ipkovich2, Dezso Nemeth3, Xénia Gonda4.   

Abstract

A growing body of evidence suggests that emotion and cognition are fundamentally intertwined; impairments in explicit, more effortful and attention-dependent cognitive functions have widely been observed in negative mood. Here we aimed to test how negative mood affects implicit cognition that is less susceptible to motivational and attentional factors associated with negative mood. Therefore, we examined implicit learning and retention of predictive relationships in patients with major depressive episode (MDE). Additionally, we directly compared subgroups of patients with major depressive disorder (MDD) vs. bipolar disorder (BD) in order to gain a deeper understanding of how implicit cognition is affected by these conditions. Implicit probabilistic sequence learning was measured by the Alternating Serial Reaction Time Task. The acquired knowledge was retested after a 24-hour delay period. Consistent with the frontostriatal deficits frequently reported in depression, we found weaker learning in patients with MDE, with a more pronounced deficit in patients with MDD compared to BD. After the 24-hour delay, MDE patients (both subgroups) showed forgetting, while the controls retained the previously acquired knowledge. These results cannot be explained by alterations in motivation, attention and reward processing but suggest more profound impairments of implicit learning and retention of predictive relationships among neutral stimuli in depression. To the best of our knowledge, this is the first study investigating retention of implicitly acquired sequential knowledge and reporting deficits in this domain in MDE. Our findings not only contribute to a better understanding of the complex interplay between affect and cognition but can also help improve screening, diagnosis and treatment protocols of depression.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Consolidation; Depression; Fronto-striatal circuits; Implicit sequence learning; Predictive processing; Statistical learning

Mesh:

Year:  2017        PMID: 28958916     DOI: 10.1016/j.pnpbp.2017.09.021

Source DB:  PubMed          Journal:  Prog Neuropsychopharmacol Biol Psychiatry        ISSN: 0278-5846            Impact factor:   5.067


  6 in total

1.  Implicit and explicit learning of socio-emotional information in a dynamic interaction with a virtual avatar.

Authors:  Andrei R Costea; Răzvan Jurchiș; Laura Visu-Petra; Axel Cleeremans; Elisbeth Norman; Adrian Opre
Journal:  Psychol Res       Date:  2022-08-29

2.  Different levels of statistical learning - Hidden potentials of sequence learning tasks.

Authors:  Emese Szegedi-Hallgató; Karolina Janacsek; Dezso Nemeth
Journal:  PLoS One       Date:  2019-09-19       Impact factor: 3.240

3.  Retrieval of a well-established skill is resistant to distraction: Evidence from an implicit probabilistic sequence learning task.

Authors:  Teodóra Vékony; Lilla Török; Felipe Pedraza; Kate Schipper; Claire Pleche; László Tóth; Karolina Janacsek; Dezso Nemeth
Journal:  PLoS One       Date:  2020-12-10       Impact factor: 3.240

4.  The Effects of Cooperative and Competitive Situations on Statistical Learning.

Authors:  Yajie Si; Xinyu Chen; Wei Guo; Biye Wang
Journal:  Brain Sci       Date:  2022-08-10

5.  Speed or Accuracy Instructions During Skill Learning do not Affect the Acquired Knowledge.

Authors:  Teodóra Vékony; Hanna Marossy; Anita Must; László Vécsei; Karolina Janacsek; Dezso Nemeth
Journal:  Cereb Cortex Commun       Date:  2020-08-10

6.  Regularity detection under stress: Faster extraction of probability-based regularities.

Authors:  Eszter Tóth-Fáber; Karolina Janacsek; Ágnes Szőllősi; Szabolcs Kéri; Dezso Nemeth
Journal:  PLoS One       Date:  2021-06-15       Impact factor: 3.240

  6 in total

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