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Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder

Authors :
Ashwini Kumar Pandey
Babak Assai Ardekani
Kelly Nicole-Helen Byrne
Chella Kamarajan
Jian Zhang
Gayathri Pandey
Jacquelyn Leigh Meyers
Sivan Kinreich
David Balin Chorlian
Weipeng Kuang
Arthur T. Stimus
Bernice Porjesz
Source :
Behavioral Sciences, Vol 12, Iss 5, p 121 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

Inhibitory impairments may persist after abstinence in individuals with alcohol use disorder (AUD). Using traditional statistical parametric mapping (SPM) fMRI analysis, which requires data to satisfy parametric assumptions often difficult to satisfy in biophysical system as brain, studies have reported equivocal findings on brain areas responsible for response inhibition, and activation abnormalities during inhibition found in AUD persist after abstinence. Research is warranted using newer analysis approaches. fMRI scans were acquired during a Go/NoGo task from 30 abstinent male AUD and 30 healthy control participants with the objectives being (1) to characterize neuronal substrates associated with response inhibition using a rigorous nonparametric permutation-based fMRI analysis and (2) to determine whether these regions were differentially activated between abstinent AUD and control participants. A blood oxygen level dependent contrast analysis showed significant activation in several right cortical regions and deactivation in some left cortical regions during successful inhibition. The largest source of variance in activation level was due to group differences. The findings provide evidence of cortical substrates employed during response inhibition. The largest variance was explained by lower activation in inhibition as well as ventral attentional cortical networks in abstinent individuals with AUD, which were not found to be associated with length of abstinence, age, or impulsiveness.

Details

Language :
English
ISSN :
12050121 and 2076328X
Volume :
12
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Behavioral Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.9a6ca540a9e47a59b20fca450077e57
Document Type :
article
Full Text :
https://doi.org/10.3390/bs12050121