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Facial Expression Recognition and ReHo Analysis in Major Depressive Disorder
Liu, Sijia1; Ma, Ruihua1; Luo, Yang1; Liu, Panqi1; Zhao, Ke2; Guo, Hua3; Shi, Jing1; Yang, Fude1; Tan, Yunlong1; Tan, Shuping1; Wang, Zhiren1
第一作者Liu, Sijia
通讯作者邮箱zhaok@psych.ac.cn (ke zhao ) ; zhiren75@163.com (zhiren wang )
心理所单位排序2
摘要

Objective: To explore the characteristics of expression recognition and spontaneous activity of the resting state brain in major depressive disorder (MDD) patients to find the neural basis of expression recognition and emotional processing.

 

Methods: In this study, two of the six facial expressions (happiness, sadness, anger, fear, aversion, and surprise) were presented in quick succession using a short expression recognition test. The differences in facial expression recognition between MDD patients and healthy people were compared. Further, the differences in ReHo values between the two groups were compared using a resting-state functional magnetic resonance imaging (fMRI) scan to investigate the characteristics of spontaneous brain activity in the resting state and its relationship with clinical symptoms and the accuracy of facial expression recognition in patients with MDD.

 

Results: (1) The accuracy of facial expression recognition in patients with MDD was lower than that of the HC group. There were differences in facial expression recognition between the two groups in sadness-anger (p = 0.026), surprise-aversion (p = 0.038), surprise-happiness (p = 0.014), surprise-sadness (p = 0.019), fear-happiness (p = 0.027), and fear-anger (p = 0.009). The reaction time for facial expression recognition in the patient group was significantly longer than that of the HC group. (2) Compared with the HC group, the ReHo values decreased in the left parahippocampal gyrus, left thalamus, right putamen, left putamen, and right angular gyrus, and increased in the left superior frontal gyrus, left middle temporal gyrus, left medial superior frontal gyrus, and right medial superior frontal gyrus in the patient group. (3) Spearman correlation analysis showed no statistical correlation between ReHo and HAMD-17 scores in MDD patients (p > 0.05). The ReHo value of the left putamen was negatively correlated with the recognition of fear-surprise (r = -0.429, p = 0.016), the ReHo value of the right angular gyrus was positively correlated with the recognition of sadness-anger (r = 0.367, p = 0.042), and the ReHo value of the right medial superior frontal gyrus was negatively correlated with the recognition of fear-anger (r = -0.377, p = 0.037).

 

Conclusion: In view of the different performance of patients with MDD in facial expression tasks, facial expression recognition may have some suggestive effect on the diagnosis of depression and has clinical guiding significance. Many brain regions, including the frontal lobe, temporal lobe, striatum, hippocampus, and thalamus, in patients with MDD show extensive ReHo abnormalities in the resting state. These brain regions with abnormal spontaneous neural activity are important components of LCSPT and LTC circuits, and their dysfunctional functions cause disorder of emotion regulation. The changes in spontaneous activity in the left putamen, right angular gyrus, and right medial superior frontal gyrus may represent the abnormal pattern of spontaneous brain activity in the neural circuits related to emotion perception and may be the neural basis of facial expression recognition.

 

关键词MDD facial expression recognition fMRI ReHo cognitive
2021-09-22
语种英语
DOI10.3389/fpsyg.2021.688376
发表期刊FRONTIERS IN PSYCHOLOGY
ISSN1664-1078
卷号12页码:12
期刊论文类型实证研究
收录类别SCI
出版者FRONTIERS MEDIA SA
WOS关键词EMOTIONAL FACES ; RATING-SCALE ; DEFICIENT INHIBITION ; SELECTIVE ATTENTION ; INFORMATION ; RELIABILITY ; PERCEPTION ; IDENTITY
WOS研究方向Psychology
WOS类目Psychology, Multidisciplinary
WOS记录号WOS:000703993600001
WOS分区Q2
引用统计
被引频次:15[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/40366
专题脑与认知科学国家重点实验室
通讯作者Zhao, Ke; Wang, Zhiren
作者单位1.Peking Univ, Beijing Huilongguan Hosp, HuiLongGuan Clin Med Sch, Beijing, Peoples R China
2.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing, Peoples R China
3.Zhumadian Psychiat Hosp, Zhumadian, Peoples R China
通讯作者单位脑与认知科学国家重点实验室
推荐引用方式
GB/T 7714
Liu, Sijia,Ma, Ruihua,Luo, Yang,et al. Facial Expression Recognition and ReHo Analysis in Major Depressive Disorder[J]. FRONTIERS IN PSYCHOLOGY,2021,12:12.
APA Liu, Sijia.,Ma, Ruihua.,Luo, Yang.,Liu, Panqi.,Zhao, Ke.,...&Wang, Zhiren.(2021).Facial Expression Recognition and ReHo Analysis in Major Depressive Disorder.FRONTIERS IN PSYCHOLOGY,12,12.
MLA Liu, Sijia,et al."Facial Expression Recognition and ReHo Analysis in Major Depressive Disorder".FRONTIERS IN PSYCHOLOGY 12(2021):12.
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