Cargando…

Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder

The low rates of treatment response still exist in the pharmacological therapy of major depressive disorder (MDD). Exploring an optimal neurological predictor of symptom improvement caused by pharmacotherapy is urgently needed for improving response to treatment. The amygdala is closely related to t...

Descripción completa

Detalles Bibliográficos
Autores principales: Xiao, Yang, Zhao, Lei, Wang, Donglin, Xue, Shao-Wei, Tan, Zhonglin, Lan, Zhihui, Kuai, Changxiao, Wang, Yan, Li, Hanxiaoran, Pan, Chenyuan, Fu, Sufen, Hu, Xiwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473745/
https://www.ncbi.nlm.nih.gov/pubmed/34588954
http://dx.doi.org/10.3389/fnins.2021.742102
_version_ 1784575059774406656
author Xiao, Yang
Zhao, Lei
Wang, Donglin
Xue, Shao-Wei
Tan, Zhonglin
Lan, Zhihui
Kuai, Changxiao
Wang, Yan
Li, Hanxiaoran
Pan, Chenyuan
Fu, Sufen
Hu, Xiwen
author_facet Xiao, Yang
Zhao, Lei
Wang, Donglin
Xue, Shao-Wei
Tan, Zhonglin
Lan, Zhihui
Kuai, Changxiao
Wang, Yan
Li, Hanxiaoran
Pan, Chenyuan
Fu, Sufen
Hu, Xiwen
author_sort Xiao, Yang
collection PubMed
description The low rates of treatment response still exist in the pharmacological therapy of major depressive disorder (MDD). Exploring an optimal neurological predictor of symptom improvement caused by pharmacotherapy is urgently needed for improving response to treatment. The amygdala is closely related to the pathological mechanism of MDD and is expected to be a predictor of the treatment. However, previous studies ignored the heterogeneousness and lateralization of amygdala. Therefore, this study mainly aimed to explore whether the right amygdala subregion function at baseline can predict symptom improvement after 12-week pharmacotherapy in MDD patients. We performed granger causality analysis (GCA) to identify abnormal effective connectivity (EC) of right amygdala subregions in MDD and compared the EC strength before and after 12-week pharmacological therapy. The results show that the abnormal EC mainly concentrated on the frontolimbic circuitry and default mode network (DMN). With relief of the clinical symptom, these abnormal ECs also change toward normalization. In addition, the EC strength of right amygdala subregions at baseline showed significant predictive ability for symptom improvement using a regularized least-squares regression predict model. These findings indicated that the EC of right amygdala subregions may be functionally related in symptom improvement of MDD. It may aid us to understand the neurological mechanism of pharmacotherapy and can be used as a promising predictor for symptom improvement in MDD.
format Online
Article
Text
id pubmed-8473745
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-84737452021-09-28 Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder Xiao, Yang Zhao, Lei Wang, Donglin Xue, Shao-Wei Tan, Zhonglin Lan, Zhihui Kuai, Changxiao Wang, Yan Li, Hanxiaoran Pan, Chenyuan Fu, Sufen Hu, Xiwen Front Neurosci Neuroscience The low rates of treatment response still exist in the pharmacological therapy of major depressive disorder (MDD). Exploring an optimal neurological predictor of symptom improvement caused by pharmacotherapy is urgently needed for improving response to treatment. The amygdala is closely related to the pathological mechanism of MDD and is expected to be a predictor of the treatment. However, previous studies ignored the heterogeneousness and lateralization of amygdala. Therefore, this study mainly aimed to explore whether the right amygdala subregion function at baseline can predict symptom improvement after 12-week pharmacotherapy in MDD patients. We performed granger causality analysis (GCA) to identify abnormal effective connectivity (EC) of right amygdala subregions in MDD and compared the EC strength before and after 12-week pharmacological therapy. The results show that the abnormal EC mainly concentrated on the frontolimbic circuitry and default mode network (DMN). With relief of the clinical symptom, these abnormal ECs also change toward normalization. In addition, the EC strength of right amygdala subregions at baseline showed significant predictive ability for symptom improvement using a regularized least-squares regression predict model. These findings indicated that the EC of right amygdala subregions may be functionally related in symptom improvement of MDD. It may aid us to understand the neurological mechanism of pharmacotherapy and can be used as a promising predictor for symptom improvement in MDD. Frontiers Media S.A. 2021-09-13 /pmc/articles/PMC8473745/ /pubmed/34588954 http://dx.doi.org/10.3389/fnins.2021.742102 Text en Copyright © 2021 Xiao, Zhao, Wang, Xue, Tan, Lan, Kuai, Wang, Li, Pan, Fu and Hu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Xiao, Yang
Zhao, Lei
Wang, Donglin
Xue, Shao-Wei
Tan, Zhonglin
Lan, Zhihui
Kuai, Changxiao
Wang, Yan
Li, Hanxiaoran
Pan, Chenyuan
Fu, Sufen
Hu, Xiwen
Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title_full Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title_fullStr Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title_full_unstemmed Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title_short Effective Connectivity of Right Amygdala Subregions Predicts Symptom Improvement Following 12-Week Pharmacological Therapy in Major Depressive Disorder
title_sort effective connectivity of right amygdala subregions predicts symptom improvement following 12-week pharmacological therapy in major depressive disorder
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473745/
https://www.ncbi.nlm.nih.gov/pubmed/34588954
http://dx.doi.org/10.3389/fnins.2021.742102
work_keys_str_mv AT xiaoyang effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT zhaolei effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT wangdonglin effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT xueshaowei effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT tanzhonglin effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT lanzhihui effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT kuaichangxiao effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT wangyan effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT lihanxiaoran effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT panchenyuan effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT fusufen effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder
AT huxiwen effectiveconnectivityofrightamygdalasubregionspredictssymptomimprovementfollowing12weekpharmacologicaltherapyinmajordepressivedisorder