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

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 repo...

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Autores principales: Pandey, Ashwini Kumar, Ardekani, Babak Assai, Byrne, Kelly Nicole-Helen, Kamarajan, Chella, Zhang, Jian, Pandey, Gayathri, Meyers, Jacquelyn Leigh, Kinreich, Sivan, Chorlian, David Balin, Kuang, Weipeng, Stimus, Arthur T., Porjesz, Bernice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137506/
https://www.ncbi.nlm.nih.gov/pubmed/35621418
http://dx.doi.org/10.3390/bs12050121
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author Pandey, Ashwini Kumar
Ardekani, Babak Assai
Byrne, Kelly Nicole-Helen
Kamarajan, Chella
Zhang, Jian
Pandey, Gayathri
Meyers, Jacquelyn Leigh
Kinreich, Sivan
Chorlian, David Balin
Kuang, Weipeng
Stimus, Arthur T.
Porjesz, Bernice
author_facet Pandey, Ashwini Kumar
Ardekani, Babak Assai
Byrne, Kelly Nicole-Helen
Kamarajan, Chella
Zhang, Jian
Pandey, Gayathri
Meyers, Jacquelyn Leigh
Kinreich, Sivan
Chorlian, David Balin
Kuang, Weipeng
Stimus, Arthur T.
Porjesz, Bernice
author_sort Pandey, Ashwini Kumar
collection PubMed
description 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.
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spelling pubmed-91375062022-05-28 Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder Pandey, Ashwini Kumar Ardekani, Babak Assai Byrne, Kelly Nicole-Helen Kamarajan, Chella Zhang, Jian Pandey, Gayathri Meyers, Jacquelyn Leigh Kinreich, Sivan Chorlian, David Balin Kuang, Weipeng Stimus, Arthur T. Porjesz, Bernice Behav Sci (Basel) Article 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. MDPI 2022-04-21 /pmc/articles/PMC9137506/ /pubmed/35621418 http://dx.doi.org/10.3390/bs12050121 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pandey, Ashwini Kumar
Ardekani, Babak Assai
Byrne, Kelly Nicole-Helen
Kamarajan, Chella
Zhang, Jian
Pandey, Gayathri
Meyers, Jacquelyn Leigh
Kinreich, Sivan
Chorlian, David Balin
Kuang, Weipeng
Stimus, Arthur T.
Porjesz, Bernice
Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title_full Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title_fullStr Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title_full_unstemmed Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title_short Statistical Nonparametric fMRI Maps in the Analysis of Response Inhibition in Abstinent Individuals with History of Alcohol Use Disorder
title_sort statistical nonparametric fmri maps in the analysis of response inhibition in abstinent individuals with history of alcohol use disorder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137506/
https://www.ncbi.nlm.nih.gov/pubmed/35621418
http://dx.doi.org/10.3390/bs12050121
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