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Rauschenbach AL, Hauffe V, Fink-Lamotte J, Tuschen-Caffier B, Schmitz J. Reduced early neural processing of faces in children and adolescents with social anxiety disorder. Biol Psychol 2024; 191:108827. [PMID: 38852877 DOI: 10.1016/j.biopsycho.2024.108827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 06/04/2024] [Accepted: 06/06/2024] [Indexed: 06/11/2024]
Abstract
Social anxiety disorder (SAD) is one of the most common mental disorders during childhood and adolescence. Yet, little is known about its maintenance in youth. Cognitive models of SAD indicate that attentional biases play a key role in the dysfunctional processing of social information, such as emotional faces. However, previous research investigating neural correlates of childhood SAD has produced inconsistent findings. The current study aims to investigate neural face processing in children and adolescents with SAD, while taking into consideration methodological limitations of previous studies. We measured event-related potentials (P100, N170, EPN, LPP) in response to happy, neutral, and angry adult faces, and non-social household objects, in a sample of youth (aged 10-15 years) with SAD (n = 57), clinical controls with specific phobias (SP; n = 41), and healthy controls (HC; n = 61). Participants completed an emotion/object identification task while continuous EEG was recorded. Analyses revealed lower N170 amplitudes in the SAD group compared to HCs, irrespective of emotion. In addition, younger children (aged 10-12 years) with SAD showed lower EPN amplitudes and higher early LPP amplitudes (only trend level) in response to neutral and happy faces compared to younger HCs. These effects were specific to faces and were not evident in the neural processing of non-social household objects. Overall, the findings indicate that different neural response patterns are already present in youth with SAD. Group differences, particularly in younger children, suggest age-related differences in neural face processing in childhood SAD and underpin the necessity of developmental approaches.
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Affiliation(s)
- Anna-Lina Rauschenbach
- Department of Clinical Child and Adolescent Psychology, Institute of Psychology, Leipzig University, Neumarkt 9, 04109 Leipzig, Germany.
| | - Vera Hauffe
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, University of Freiburg, Engelbergerstr. 41, 79106 Freiburg im Breisgau, Germany
| | - Jakob Fink-Lamotte
- Department of Psychology, Clinical Psychology, University of Potsdam, Karl-Liebknecht-Str. 24/45, 14476 Potsdam, Germany
| | - Brunna Tuschen-Caffier
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, University of Freiburg, Engelbergerstr. 41, 79106 Freiburg im Breisgau, Germany
| | - Julian Schmitz
- Department of Clinical Child and Adolescent Psychology, Institute of Psychology, Leipzig University, Neumarkt 9, 04109 Leipzig, Germany
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Song S, Liu A, Gao Z, Tian X, Zhu L, Shang H, Gao S, Zhang M, Zhao S, Xiao G, Zheng Y, Ge R. Event-related alpha power in early stage of facial expression processing in social anxiety: Influence of language context. Psychophysiology 2024; 61:e14455. [PMID: 37817450 DOI: 10.1111/psyp.14455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 09/11/2023] [Accepted: 09/21/2023] [Indexed: 10/12/2023]
Abstract
Accurate interpretation of the emotional information conveyed by others' facial expressions is crucial for social interactions. Event-related alpha power, measured by time-frequency analysis, is a frequently used EEG index of emotional information processing. However, it is still unclear how event-related alpha power varies in emotional information processing in social anxiety groups. In the present study, we recorded event-related potentials (ERPs) while participants from the social anxiety and healthy control groups viewed facial expressions (angry, happy, neutral) preceded by contextual sentences conveying either a positive or negative evaluation of the subject. The impact of context on facial expression processing in both groups of participants was explored by assessing behavioral ratings and event-related alpha power (0-200 ms after expression presentation). In comparison to the healthy control group, the social anxiety group exhibited significantly lower occipital alpha power in response to angry facial expressions in negative contexts and neutral facial expressions in positive contexts. The influence of language context on facial expression processing in individuals with social anxiety may occur at an early stage of processing.
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Affiliation(s)
- Sutao Song
- School of Information Science and Engineering, Shandong Normal University, Jinan, China
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Aixin Liu
- School of Education and Psychology, University of Jinan, Jinan, China
- Department of Psychology, Soochow University, Suzhou, China
| | - Zeyuan Gao
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Xiaodong Tian
- School of Information Science and Engineering, Shandong Normal University, Jinan, China
| | - Lingkai Zhu
- School of Information Science and Engineering, Shandong Normal University, Jinan, China
| | - Haiqing Shang
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Shihao Gao
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Mingxian Zhang
- School of Education and Psychology, University of Jinan, Jinan, China
- Center for Study of Applied Psychology, School of Psychology, South China Normal University, Guangzhou, China
| | - Shimeng Zhao
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Guanlai Xiao
- School of Education and Psychology, University of Jinan, Jinan, China
| | - Yuanjie Zheng
- School of Information Science and Engineering, Shandong Normal University, Jinan, China
| | - Ruiyang Ge
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
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Zhang Q, Li B, Jin S, Liu W, Liu J, Xie S, Zhang L, Kang Y, Ding Y, Zhang X, Cheng W, Yang Z. Comparing the Effectiveness of Brain Structural Imaging, Resting-state fMRI, and Naturalistic fMRI in Recognizing Social Anxiety Disorder in Children and Adolescents. Psychiatry Res Neuroimaging 2022; 323:111485. [PMID: 35567906 DOI: 10.1016/j.pscychresns.2022.111485] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 04/07/2022] [Accepted: 04/16/2022] [Indexed: 01/11/2023]
Abstract
Social anxiety disorder (SAD) is a common anxiety disorder in childhood and adolescence. Studies on SAD in adults have reported both structural and functional aberrancies of the brain at the group level. However, evidence has shown differences in anxiety-related brain abnormalities between adolescents and adults. Since children and adolescents can afford limited scan time, optimizing the scan tasks is essential for SAD research in children and adolescents. Thus, we need to address whether brain structure, resting-state fMRI, and naturalistic imaging enable individualized identification of SAD in children and adolescents, which measurement is more effective, and whether pooling multi-modal features can improve the identification of SAD. We comprehensively addressed these questions by building machine learning models based on parcel-wise brain features. We found that naturalistic fMRI yielded higher classification accuracy (69.17%) than the other modalities and the classification performance showed dependence on the contents of the movie. The classification models also identified contributing brain regions, some of which exhibited correlations with the symptoms scores of SAD. However, pooling brain features from the three modalities did not help enhance the classification accuracy. These results support the application of carefully designed naturalistic imaging in recognizing children and adolescents at risk of SAD.
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Affiliation(s)
- Qinjian Zhang
- School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China
| | - Baobin Li
- School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China
| | - Shuyu Jin
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenjing Liu
- Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingjing Liu
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuqi Xie
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lei Zhang
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yinzhi Kang
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yue Ding
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaochen Zhang
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenhong Cheng
- Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Zhi Yang
- Laboratory of Psychological Health and Imaging, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Institute of Psychological and Behavioral Science, Shanghai Jiao Tong University, Shanghai, China.
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Willner CJ, Jetha MK, Segalowitz SJ, Gatzke-Kopp LM. Neurophysiological evidence for distinct biases in emotional face processing associated with internalizing and externalizing symptoms in children. Biol Psychol 2020; 150:107829. [PMID: 31790713 PMCID: PMC7007849 DOI: 10.1016/j.biopsycho.2019.107829] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 11/24/2019] [Accepted: 11/27/2019] [Indexed: 01/24/2023]
Abstract
Attentional bias to threat has been implicated in both internalizing and externalizing disorders. This study utilizes event-related potentials to examine early stages of perceptual attention to threatening (angry or fearful) versus neutral faces among a sample of 200 children ages 6-8 years from a low-income, urban community. Although both internalizing and externalizing symptoms were associated with processing biases, the nature of the bias differed between these two symptom domains. Internalizing symptoms were associated with heightened early attentional selection (P1) and later perceptual processing (P2) of fearful faces. In contrast, externalizing symptoms were associated with reduced early attentional selection (P1) of fearful faces and enhanced perceptual processing (P2) of neutral faces, possibly indicative of a hostile interpretation bias for ambiguous social cues. These results provide insight into the distinct cognitive-affective processes that may contribute to the etiology and maintenance of internalizing and externalizing psychopathology.
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Affiliation(s)
- Cynthia J Willner
- The Pennsylvania State University, Department of Human Development and Family Studies, 228 Health and Human Development Building, University Park, PA, 16802, United States.
| | - Michelle K Jetha
- Cape Breton University, Department of Psychology, 1250 Grand Lake Road, Sydney, Nova Scotia, B1P 6L2, Canada.
| | - Sidney J Segalowitz
- Brock University, Department of Psychology, 1812 Sir Isaac Brock Way, St. Catharines, ON, L2S 3A1, Canada.
| | - Lisa M Gatzke-Kopp
- The Pennsylvania State University, Department of Human Development and Family Studies, 228 Health and Human Development Building, University Park, PA, 16802, United States.
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Qi Y, Gu R, Cao J, Bi X, Wu H, Liu X. Response bias-related impairment of early subjective face discrimination in social anxiety disorders: An event-related potential study. J Anxiety Disord 2017; 47:10-20. [PMID: 28187303 DOI: 10.1016/j.janxdis.2017.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 12/06/2016] [Accepted: 02/03/2017] [Indexed: 11/16/2022]
Abstract
Considerable research has shown that social anxiety disorder (SAD) is accompanied by various negative cognitive biases, such as social feedback expectancy bias, memory bias, and interpretation bias. However, whether the memory bias in individuals with SAD is actually a manifestation of response bias, and whether such response bias is associated with deficits in face discrimination, remains unclear. In the present study, we investigated response bias (i.e., a tendency to recognize more negative evaluations) to faces with positive (social acceptance) or negative (social rejection) social evaluations in individuals with SAD and healthy controls (HCs) using event-related potentials (ERPs). Behavioral results revealed significant group differences in response bias in the forced-choice recall task, but no difference in overall memory accuracy. ERP results demonstrated that HCs showed a larger N170 to faces that had rejected them as compared to those that had accepted them, but this effect was not evident in the SAD group. Further analysis showed that response bias was correlated with the ΔN170 (rejected - accepted) amplitude. We concluded that the response bias in individuals with SAD is resulted from impairments in early discrimination of social faces, as reflected by the absent early N170 differentiation effect, which was associated with their combined negative biases.
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Affiliation(s)
- Yanyan Qi
- CAS Key Laboratory of Behavioral Science, Institute of Psychology; Department of Psychology, University of Chinese Academy of Sciences
| | - Ruolei Gu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology; Department of Psychology, University of Chinese Academy of Sciences
| | - Jianqin Cao
- Department of Nursing, Harbin Medical University, Daqing, Heilongjiang Province, China
| | - Xuejing Bi
- Department of Nursing, Harbin Medical University, Daqing, Heilongjiang Province, China
| | - Haiyan Wu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology; Department of Psychology, University of Chinese Academy of Sciences.
| | - Xun Liu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology; Department of Psychology, University of Chinese Academy of Sciences.
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Chaya K, Xue Y, Uto Y, Yao Q, Yamada Y. Fear of eyes: triadic relation among social anxiety, trypophobia, and discomfort for eye cluster. PeerJ 2016; 4:e1942. [PMID: 27168967 PMCID: PMC4860305 DOI: 10.7717/peerj.1942] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 03/25/2016] [Indexed: 11/23/2022] Open
Abstract
Imagine you are being gazed at by multiple individuals simultaneously. Is the provoked anxiety a learned social-specific response or related to a pathological disorder known as trypophobia? A previous study revealed that spectral properties of images induced aversive reactions in observers with trypophobia. However, it is not clear whether individual differences such as social anxiety traits are related to the discomfort associated with trypophobic images. To investigate this issue, we conducted two experiments with social anxiety and trypophobia and images of eyes and faces. In Experiment 1, participants completed a social anxiety scale and trypophobia questionnaire before evaluation of the discomfort experienced upon exposure to pictures of eye. The results showed that social anxiety had a significant indirect effect on the discomfort associated with the eye clusters, and that the effect was mediated by trypophobia. Experiment 2 replicated Experiment 1 using images of human face. The results showed that, as in Experiment 1, a significant mediation effect of trypophobia was obtained, although the relationship between social anxiety and the discomfort rating was stronger than in Experiment 1. Our findings suggest that both social anxiety and trypophobia contribute to the induction of discomfort when one is gazed at by many people.
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Affiliation(s)
- Kengo Chaya
- Graduate School of Human-Environment Studies, Kyushu University , Fukuoka , Japan
| | - Yuting Xue
- Graduate School of Human-Environment Studies, Kyushu University , Fukuoka , Japan
| | - Yusuke Uto
- Graduate School of Human-Environment Studies, Kyushu University , Fukuoka , Japan
| | - Qirui Yao
- Graduate School of Human-Environment Studies, Kyushu University , Fukuoka , Japan
| | - Yuki Yamada
- Faculty of Arts and Science, Kyushu University , Fukuoka , Japan
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Wieser MJ, Moscovitch DA. The Effect of Affective Context on Visuocortical Processing of Neutral Faces in Social Anxiety. Front Psychol 2015; 6:1824. [PMID: 26648889 PMCID: PMC4663271 DOI: 10.3389/fpsyg.2015.01824] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 11/11/2015] [Indexed: 11/29/2022] Open
Abstract
It has been demonstrated that verbal context information alters the neural processing of ambiguous faces such as faces with no apparent facial expression. In social anxiety, neutral faces may be implicitly threatening for socially anxious individuals due to their ambiguous nature, but even more so if these neutral faces are put in self-referential negative contexts. Therefore, we measured event-related brain potentials (ERPs) in response to neutral faces which were preceded by affective verbal information (negative, neutral, positive). Participants with low social anxiety (LSA; n = 23) and high social anxiety (HSA; n = 21) were asked to watch and rate valence and arousal of the respective faces while continuous EEG was recorded. ERP analysis revealed that HSA showed elevated P100 amplitudes in response to faces, but reduced structural encoding of faces as indexed by reduced N170 amplitudes. In general, affective context led to an enhanced early posterior negativity (EPN) for negative compared to neutral facial expressions. Moreover, HSA compared to LSA showed enhanced late positive potentials (LPP) to negatively contextualized faces, whereas in LSA this effect was found for faces in positive contexts. Also, HSA rated faces in negative contexts as more negative compared to LSA. These results point at enhanced vigilance for neutral faces regardless of context in HSA, while structural encoding seems to be diminished (avoidance). Interestingly, later components of sustained processing (LPP) indicate that LSA show enhanced visuocortical processing for faces in positive contexts (happy bias), whereas this seems to be the case for negatively contextualized faces in HSA (threat bias). Finally, our results add further new evidence that top-down information in interaction with individual anxiety levels can influence early-stage aspects of visual perception.
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Affiliation(s)
| | - David A Moscovitch
- Department of Psychology and Centre for Mental Health Research, University of Waterloo Waterloo, Canada
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