Literature DB >> 30153599

Modelling reaction time distribution of fast decision tasks in schizophrenia: Evidence for novel candidate endophenotypes.

Simon Fish1, Maida Toumaian1, Eleni Pappa1, Timothy J Davies1, Ruth Tanti1, Christopher W N Saville2, Christos Theleritis3, Marina Economou3, Christoph Klein4, Nikolaos Smyrnis5.   

Abstract

Increased reaction time (RT) and variability of RT in fast decision tasks is observed in patients with schizophrenia and their first degree relatives. This study used modelling of the RT distribution with the aim of identifying novel candidate endophenotypes for schizophrenia. 20 patients with schizophrenia, 15 siblings of patients and 25 healthy controls performed an oddball task of varying working memory load. Increases in mean and standard deviation (SD) of RT were observed for both patients and siblings compared to controls and they were again independent of working memory load. Ex-Gaussian modelling of the RT distribution confirmed that parameters μ, σ and τ increased significantly in patients and siblings compared to controls. The Drift Diffusion Model was applied on RT distributions. A decrease in the diffusion drift rate (v) modeling the accumulation of evidence for reaching the decision to choose one stimulus over the other, was observed in patients and siblings compared to controls. The mean time of the non-decisional sensorimotor processes (t0) and it's variance (st0) was also increased in patients and siblings compared to controls. In conclusion modeling of the RT distribution revealed novel potential cognitive endophenotypes in the quest of heritable risk factors for schizophrenia.
Copyright © 2018. Published by Elsevier B.V.

Entities:  

Keywords:  Cognitive deficit; Drift Diffusion Model; Ex-Gaussian model; Heritable characteristic; Psychosis; Working memory

Mesh:

Year:  2018        PMID: 30153599     DOI: 10.1016/j.psychres.2018.08.067

Source DB:  PubMed          Journal:  Psychiatry Res        ISSN: 0165-1781            Impact factor:   3.222


  3 in total

1.  Task-general efficiency of evidence accumulation as a computationally-defined neurocognitive trait: Implications for clinical neuroscience.

Authors:  Alexander Weigard; Chandra Sripada
Journal:  Biol Psychiatry Glob Open Sci       Date:  2021-03-13

2.  Hypo-activity of the dorsolateral prefrontal cortex relates to increased reaction time variability in patients with schizophrenia.

Authors:  G Panagiotaropoulou; E Thrapsanioti; E Pappa; C Grigoras; D Mylonas; E Karavasilis; G Velonakis; N Kelekis; N Smyrnis
Journal:  Neuroimage Clin       Date:  2019-05-03       Impact factor: 4.881

Review 3.  Neural Substrates of the Drift-Diffusion Model in Brain Disorders.

Authors:  Ankur Gupta; Rohini Bansal; Hany Alashwal; Anil Safak Kacar; Fuat Balci; Ahmed A Moustafa
Journal:  Front Comput Neurosci       Date:  2022-01-07       Impact factor: 2.380

  3 in total

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