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The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis

Major depressive disorder (MDD) is the leading mental disorder and afflicts more than 350 million people worldwide. The underlying neural mechanisms of MDD remain unclear, hindering the accurate treatment. Recent brain imaging studies have observed functional abnormalities in multiple brain regions...

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Autores principales: Yang, Chengxiao, Xiao, Kunchen, Ao, Yujia, Cui, Qian, Jing, Xiujuan, Wang, Yifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795532/
https://www.ncbi.nlm.nih.gov/pubmed/36549233
http://dx.doi.org/10.1016/j.nicl.2022.103295
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author Yang, Chengxiao
Xiao, Kunchen
Ao, Yujia
Cui, Qian
Jing, Xiujuan
Wang, Yifeng
author_facet Yang, Chengxiao
Xiao, Kunchen
Ao, Yujia
Cui, Qian
Jing, Xiujuan
Wang, Yifeng
author_sort Yang, Chengxiao
collection PubMed
description Major depressive disorder (MDD) is the leading mental disorder and afflicts more than 350 million people worldwide. The underlying neural mechanisms of MDD remain unclear, hindering the accurate treatment. Recent brain imaging studies have observed functional abnormalities in multiple brain regions in patients with MDD, identifying core brain regions is the key to locating potential therapeutic targets for MDD. The Granger causality analysis (GCA) measures directional effects between brain regions and, therefore, can track causal hubs as potential intervention targets for MDD. We reviewed literature employing GCA to investigate abnormal brain connections in patients with MDD. The total degree of effective connections in the thalamus (THA) is more than twice that in traditional targets such as the superior frontal gyrus and anterior cingulate cortex. Altered causal connections in patients with MDD mainly included enhanced bottom-up connections from the thalamus to various cortical and subcortical regions and reduced top-down connections from these regions to the THA, indicating excessive uplink sensory information and insufficient downlink suppression information for negative emotions. We suggest that the thalamus is the most crucial causal hub for MDD, which may serve as the downstream target for non-invasive brain stimulation and medication approaches in MDD treatment.
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spelling pubmed-97955322022-12-29 The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis Yang, Chengxiao Xiao, Kunchen Ao, Yujia Cui, Qian Jing, Xiujuan Wang, Yifeng Neuroimage Clin Review Article Major depressive disorder (MDD) is the leading mental disorder and afflicts more than 350 million people worldwide. The underlying neural mechanisms of MDD remain unclear, hindering the accurate treatment. Recent brain imaging studies have observed functional abnormalities in multiple brain regions in patients with MDD, identifying core brain regions is the key to locating potential therapeutic targets for MDD. The Granger causality analysis (GCA) measures directional effects between brain regions and, therefore, can track causal hubs as potential intervention targets for MDD. We reviewed literature employing GCA to investigate abnormal brain connections in patients with MDD. The total degree of effective connections in the thalamus (THA) is more than twice that in traditional targets such as the superior frontal gyrus and anterior cingulate cortex. Altered causal connections in patients with MDD mainly included enhanced bottom-up connections from the thalamus to various cortical and subcortical regions and reduced top-down connections from these regions to the THA, indicating excessive uplink sensory information and insufficient downlink suppression information for negative emotions. We suggest that the thalamus is the most crucial causal hub for MDD, which may serve as the downstream target for non-invasive brain stimulation and medication approaches in MDD treatment. Elsevier 2022-12-16 /pmc/articles/PMC9795532/ /pubmed/36549233 http://dx.doi.org/10.1016/j.nicl.2022.103295 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review Article
Yang, Chengxiao
Xiao, Kunchen
Ao, Yujia
Cui, Qian
Jing, Xiujuan
Wang, Yifeng
The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title_full The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title_fullStr The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title_full_unstemmed The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title_short The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
title_sort thalamus is the causal hub of intervention in patients with major depressive disorder: evidence from the granger causality analysis
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795532/
https://www.ncbi.nlm.nih.gov/pubmed/36549233
http://dx.doi.org/10.1016/j.nicl.2022.103295
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