Functional impairment‐based segmentation of anterior cingulate cortex in depression and its relationship with treatment effects. Issue 12 (19th May 2021)

• Record Type: Journal Article
• Authors: Zhang, Yujie; Shao, Junneng; Wang, Xinyi; Chen, Zhilu; Liu, Haiyan; Pei, Cong; Zhang, Shuqiang; Yao, Zhijian; Lu, Qing
• Is Part Of: Human brain mapping. Volume 42:Issue 12(2021)
• Page Start: 4035
• Page End: 4047
• Publication Date: 2021-05-19
• Subjects: anterior cingulate cortex -- antidepressive agents -- functional MRI -- major depressive disorders -- segmentation -- unsupervised machine learning; Brain mapping -- Periodicals; 611.81
• DOI: 10.1002/hbm.25537
• Languages: English
• ISSNs: 1065-9471

Abstract

Abstract: In major depressive disorder (MDD), the anterior cingulate cortex (ACC) is widely related to depression impairment and antidepressant treatment response. The multiplicity of ACC subdivisions calls for a fine‐grained investigation of their functional impairment and recovery profiles. We recorded resting state fMRI signals from 59 MDD patients twice before and after 12‐week antidepressant treatment, as well as 59 healthy controls (HCs). With functional connectivity (FC) between each ACC voxel and four regions of interests (bilateral dorsolateral prefrontal cortex [DLPFC] and amygdalae), subdivisions with variable impairment were identified based on groups' dissimilarity values between MDD patients before treatment and HC. The ACC was subdivided into three impairment subdivisions named as MedialACC, DistalACC, and LateralACC according to their dominant locations. Furthermore, the impairment pattern and the recovery pattern were measured based on group statistical analyses. DistalACC impaired more on its FC with left DLPFC, whereas LateralACC showed more serious impairment on its FC with bilateral amygdalae. After treatment, FCs between DistalACC and left DLPFC, and between LateralACC and right amygdala were normalized while impaired FC between LateralACC and left amygdala kept dysfunctional. Subsequently, FC between DistalACC and left DLPFC might contribute to clinical outcome prediction. Our approach could provide an insight into how the ACC was impaired in depression and partly restored after antidepressant treatment, from the perspective of the interaction between ACC subregions and critical frontal and subcortical regions. Abstract : This article identified the subregions of the anterior cingulate cortex with variable impairment in major depressive disorder patients and investigated the restoration pattern of subregions after antidepressant treatment.