Version 1
: Received: 5 February 2023 / Approved: 7 February 2023 / Online: 7 February 2023 (04:22:30 CET)
How to cite:
Stoyanov, D.; Khorev, V.; Paunova, R.; Kandilarova, S.; Kurkin, S.; Calhoun, V.D. Group Independent Components Underpin Responses to Items from a Depression Scale. Preprints2023, 2023020119. https://doi.org/10.20944/preprints202302.0119.v1.
Stoyanov, D.; Khorev, V.; Paunova, R.; Kandilarova, S.; Kurkin, S.; Calhoun, V.D. Group Independent Components Underpin Responses to Items from a Depression Scale. Preprints 2023, 2023020119. https://doi.org/10.20944/preprints202302.0119.v1.
Cite as:
Stoyanov, D.; Khorev, V.; Paunova, R.; Kandilarova, S.; Kurkin, S.; Calhoun, V.D. Group Independent Components Underpin Responses to Items from a Depression Scale. Preprints2023, 2023020119. https://doi.org/10.20944/preprints202302.0119.v1.
Stoyanov, D.; Khorev, V.; Paunova, R.; Kandilarova, S.; Kurkin, S.; Calhoun, V.D. Group Independent Components Underpin Responses to Items from a Depression Scale. Preprints 2023, 2023020119. https://doi.org/10.20944/preprints202302.0119.v1.
Abstract
The aim of the presents study is to further expand the model of translational cross-validation by investigating the brain circuits or networks which underpin the same tasks by means of group independent component analysis for FMRI toolbox (GIFT). We hypothesized that there will be neural network patterns of activation and deactivation, which correspond to real time performance on clinical self-evaluation scales. We recruited 42 subjects: 20 healthy controls and 22 patients with major depressive episode. All subjects underwent functional MRI scanning using paradigm comprised of diagnostic clinical self-assessment depression scale contrasted to neutral scale. The data were processed with group independent component analysis for functional MRI toolbox and statistical parametric mapping. The results have demonstrated that there exist positively or negatively modulated brain networks during processing of diagnostic specific task questions for major depressive disorder. There have also been confirmed differences in the networks processing diagnostic versus off blocks between patients and controls in anterior cingulate cortex and middle frontal gyrus. Diagnostic conditions (depression scale) when contrasted to neutral conditions demonstrate differential activity of right superior frontal gyrus and right middle cingulate cortex in the comparison of patients with healthy controls. It is for the first time when potential neuroimaging state dependent biomarker has been directly linked with clinical assessment self-evaluation scale, administered as stimuli simultaneously with the fMRI acquisition. It may be regarded as further evidence in support of the ability of both methods to concordantly distinguish groups by means of incremental translational cross-validation.
Keywords
functional MRI; group independent component analysis; depression
Subject
MEDICINE & PHARMACOLOGY, Psychiatry & Mental Health studies
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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