Literature DB >> 33338609

Mapping cognitive brain functions at scale.

Pragathi Priyadharsini Balasubramani1, Alejandro Ojeda2, Gillian Grennan2, Vojislav Maric2, Hortense Le2, Fahad Alim2, Mariam Zafar-Khan2, Juan Diaz-Delgado2, Sarita Silveira2, Dhakshin Ramanathan3, Jyoti Mishra4.   

Abstract

A fundamental set of cognitive abilities enable humans to efficiently process goal-relevant information, suppress irrelevant distractions, maintain information in working memory, and act flexibly in different behavioral contexts. Yet, studies of human cognition and their underlying neural mechanisms usually evaluate these cognitive constructs in silos, instead of comprehensively in-tandem within the same individual. Here, we developed a scalable, mobile platform, "BrainE" (short for Brain Engagement), to rapidly assay several essential aspects of cognition simultaneous with wireless electroencephalography (EEG) recordings. Using BrainE, we rapidly assessed five aspects of cognition including (1) selective attention, (2) response inhibition, (3) working memory, (4) flanker interference and (5) emotion interference processing, in 102 healthy young adults. We evaluated stimulus encoding in all tasks using the EEG neural recordings, and isolated the cortical sources of the spectrotemporal EEG dynamics. Additionally, we used BrainE in a two-visit study in 24 young adults to investigate the reliability of the neuro-cognitive data as well as its plasticity to transcranial magnetic stimulation (TMS). We found that stimulus encoding on multiple cognitive tasks could be rapidly assessed, identifying common as well as distinct task processes in both sensory and cognitive control brain regions. Event related synchronization (ERS) in the theta (3-7 Hz) and alpha (8-12 Hz) frequencies as well as event related desynchronization (ERD) in the beta frequencies (13-30 Hz) were distinctly observed in each task. The observed ERS/ERD effects were overall anticorrelated. The two-visit study confirmed high test-retest reliability for both cognitive and neural data, and neural responses showed specific TMS protocol driven modulation. We also show that the global cognitive neural responses are sensitive to mental health symptom self-reports. This first study with the BrainE platform showcases its utility in studying neuro-cognitive dynamics in a rapid and scalable fashion.
Copyright © 2020. Published by Elsevier Inc.

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Year:  2020        PMID: 33338609      PMCID: PMC8221518          DOI: 10.1016/j.neuroimage.2020.117641

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  92 in total

1.  Thresholding of statistical maps in functional neuroimaging using the false discovery rate.

Authors:  Christopher R Genovese; Nicole A Lazar; Thomas Nichols
Journal:  Neuroimage       Date:  2002-04       Impact factor: 6.556

Review 2.  Integrative deficits in depression and in negative mood states as a result of fronto-parietal network dysfunctions.

Authors:  Aneta Brzezicka
Journal:  Acta Neurobiol Exp (Wars)       Date:  2013       Impact factor: 1.579

3.  Towards an ontology of cognitive control.

Authors:  Agatha Lenartowicz; Donald J Kalar; Eliza Congdon; Russell A Poldrack
Journal:  Top Cogn Sci       Date:  2010-10

4.  A comparison of methods to combine speed and accuracy measures of performance: A rejoinder on the binning procedure.

Authors:  André Vandierendonck
Journal:  Behav Res Methods       Date:  2017-04

5.  A brief measure for assessing generalized anxiety disorder: the GAD-7.

Authors:  Robert L Spitzer; Kurt Kroenke; Janet B W Williams; Bernd Löwe
Journal:  Arch Intern Med       Date:  2006-05-22

Review 6.  The cognitive neuroscience of response inhibition: relevance for genetic research in attention-deficit/hyperactivity disorder.

Authors:  Adam R Aron; Russell A Poldrack
Journal:  Biol Psychiatry       Date:  2004-12-23       Impact factor: 13.382

7.  How do emotion and motivation direct executive control?

Authors:  Luiz Pessoa
Journal:  Trends Cogn Sci       Date:  2009-03-13       Impact factor: 20.229

8.  Emotional distraction in boys with ADHD: neural and behavioral correlates.

Authors:  Sara López-Martín; Jacobo Albert; Alberto Fernández-Jaén; Luis Carretié
Journal:  Brain Cogn       Date:  2013-07-16       Impact factor: 2.310

9.  Towards further understanding of the co-morbidity between attention deficit hyperactivity disorder and bipolar disorder: a MRI study of brain volumes.

Authors:  J Biederman; N Makris; E M Valera; M C Monuteaux; J M Goldstein; S Buka; D L Boriel; S Bandyopadhyay; D N Kennedy; V S Caviness; G Bush; M Aleardi; P Hammerness; S V Faraone; L J Seidman
Journal:  Psychol Med       Date:  2007-10-15       Impact factor: 7.723

10.  Brain Inhibitory Mechanisms Are Involved in the Processing of Sentential Negation, Regardless of Its Content. Evidence From EEG Theta and Beta Rhythms.

Authors:  David Beltrán; Yurena Morera; Enrique García-Marco; Manuel de Vega
Journal:  Front Psychol       Date:  2019-08-08
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  4 in total

1.  Utility of Cognitive Neural Features for Predicting Mental Health Behaviors.

Authors:  Ryosuke Kato; Pragathi Priyadharsini Balasubramani; Dhakshin Ramanathan; Jyoti Mishra
Journal:  Sensors (Basel)       Date:  2022-04-19       Impact factor: 3.847

2.  Mapping Large-Scale Networks Associated with Action, Behavioral Inhibition and Impulsivity.

Authors:  L Fakhraei; M Francoeur; P Balasubramani; T Tang; S Hulyalkar; N Buscher; C Claros; A Terry; A Gupta; H Xiong; Z Xu; J Mishra; D S Ramanathan
Journal:  eNeuro       Date:  2021-02-26

3.  Personalized machine learning of depressed mood using wearables.

Authors:  Rutvik V Shah; Gillian Grennan; Mariam Zafar-Khan; Fahad Alim; Sujit Dey; Dhakshin Ramanathan; Jyoti Mishra
Journal:  Transl Psychiatry       Date:  2021-06-09       Impact factor: 6.222

4.  Electrophysiological Correlates of Rodent Default-Mode Network Suppression Revealed by Large-Scale Local Field Potential Recordings.

Authors:  Leila Fakhraei; Miranda Francoeur; Pragathi P Balasubramani; Tianzhi Tang; Sidharth Hulyalkar; Nathalie Buscher; Jyoti Mishra; Dhakshin S Ramanathan
Journal:  Cereb Cortex Commun       Date:  2021-05-05
  4 in total

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