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Wang M, Wei S, Zhang Y, Jia M, Teng C, Wang W, Xu J. Event-Related Brain Oscillations Changes in Major Depressive Disorder Patients During Emotional Face Recognition. Clin EEG Neurosci 2025:15500594241304490. [PMID: 40080064 DOI: 10.1177/15500594241304490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
Major depressive disorder (MDD) is a disorder with multiple impairments, among which emotion disorder is the most main one. Nowadays, evoked activity (EA), such as event-related potential (ERP), has mostly been studied for MDD, but induced activity (IA) analysis is still lacking. In this paper, EA, IA and event-related spectral perturbation (ERSP) were studied and compared between MDD patients and healthy controls (HC). Electroencephalogram (EEG) of 26 healthy controls and 21 MDD patients were recorded during three different facial expression (positive, neutral, negative) recognition tasks. Two phases of task execution process were studied, the early stage (0-200 ms after stimuli), and the late stage (200-500 ms after stimuli). ERSP, EA index and IA index of θ (4-7 Hz), α (8-13 Hz) and β (14-30 Hz) frequency bands were calculated and compared between two groups for two phases, respectively. In the early stage, the results indicated a decreased IA in α band in MDD compared to HC in frontal and parieto-occipital areas during neutral and negative face recognition. During the late stage, reduced IA and lower ERSP were also observed in α band in frontal and parieto-occipital areas in MDD during neutral and negative face recognition. Moreover, IA in θ band in MDD was lower than HC during negative face recognition. The findings reflected the abnormality of negative emotion processing in MDD, which could help to interpret the neural mechanism of depression.
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Affiliation(s)
- Mengwei Wang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Sichuan Digital Economy Industry Development Research Institute, Chengdu, China
| | - Sihong Wei
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Sichuan Digital Economy Industry Development Research Institute, Chengdu, China
| | - Yiyang Zhang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Min Jia
- Department of Psychiatry, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Chaolin Teng
- Department of Aerospace Medicine, The Air Force Medical University, Xi'an, Shaanxi, China
| | - Wei Wang
- Department of Psychiatry, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jin Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Sichuan Digital Economy Industry Development Research Institute, Chengdu, China
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2
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Wu Y, Bai Y, Liu X, Xu W, Liu Y. Gender Differences in the Relationship Between Short-Form Video Addiction and Adolescent Depression: The Mediating Role of Attentional Bias. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2025; 28:169-177. [PMID: 39772883 DOI: 10.1089/cyber.2024.0442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
Previous studies have shown that short-form video addiction (SVA) is a significant predictor of adolescent depression. However, little is known about the mediating mechanisms. Guided by the Interaction of Person-Affect-Cognition-Execution model, this study aimed to investigate the relationship between SVA and depression among Chinese adolescents and to examine the mediating role of attentional bias toward positive information (API) and negative information (ANI), including potential gender differences. A total of 4750 Chinese adolescents (Mage = 16.01, SD = 0.76, 62.15 percent male) completed self-reported scales for SVA, API, ANI, and depression. The structural equation modeling results indicated that both API and ANI mediated the relationship between SVA and depression. Moreover, multigroup analyses revealed that the mediating effect of ANI was significantly stronger in female than in male adolescents. These findings enhance our understanding of the relationship between SVA and depression in adolescents and suggest that developing gender-specific interventions could mitigate the detrimental effects of SVA on depression.
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Affiliation(s)
- Yu Wu
- Research Center of Mental Health Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Youling Bai
- Research Center of Mental Health Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Xin Liu
- Research Center of Mental Health Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Wenshuang Xu
- Research Center of Mental Health Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Yanling Liu
- Research Center of Mental Health Education, Faculty of Psychology, Southwest University, Chongqing, China
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3
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Kangas ES, Li X, Vuoriainen E, Lindeman S, Astikainen P. Intensity dependence of auditory evoked potentials distinguish participants with unmedicated depression from non-depressed controls. Eur J Neurosci 2024; 60:6440-6469. [PMID: 39401940 DOI: 10.1111/ejn.16569] [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: 09/10/2023] [Accepted: 09/27/2024] [Indexed: 11/16/2024]
Abstract
Depression is a heterogeneous syndrome that impacts an individual's emotional, social, cognitive and bodily functioning. Depression is associated with biases in emotional processing, but alterations in basic sensory processing have received less attention in depression research. Here, we measured event-related potentials (ERPs) in response to changes in the intensity of auditory stimuli and the location of somatosensory stimuli in participants with depression and in non-depressed control participants. We tested whether auditory mismatch negativity, P3a or N1 intensity dependence response or somatosensory mismatch response, P3a, P50 or N80 can dissociate depressed participants and non-depressed controls, and we also analysed the effects of depression medication and age in this sample. N1 intensity dependence response was increased in unmedicated depressed participants relative to non-depressed controls. When age was controlled for in the analysis, the effect of depression was only at a trend level. N1 intensity dependence response correlated with depression severity at the whole sample level. We did not observe any depression-related alterations in auditory mismatch negativity or P3a or somatosensory ERPs. Our results may reflect an association between the N1 intensity dependence response and altered neurotransmitter activity in depression, but this should be confirmed in future studies.
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Affiliation(s)
- Elina S Kangas
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland
| | - Xueqiao Li
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland
| | - Elisa Vuoriainen
- Human Information Processing Laboratory, Faculty of Social Sciences/Psychology, Tampere University, Tampere, Finland
| | - Sari Lindeman
- Wellbeing Services County of Central Finland, Jyväskylä, Finland
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Piia Astikainen
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland
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4
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Zheng Y, Tang R, Xue L, Wang Z, Shi P. Attention modulates facial expression processing in subsyndromal depression: A behavioral and ERP study. Int J Psychophysiol 2024; 201:112359. [PMID: 38714215 DOI: 10.1016/j.ijpsycho.2024.112359] [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: 08/31/2023] [Revised: 04/22/2024] [Accepted: 05/03/2024] [Indexed: 05/09/2024]
Abstract
Impaired facial expression perception is a core element in depression, but the underlying mechanism remains controversial. This event-related potential study investigated how attention modulates facial expression perception in depression using a nonclinical sample. A group of healthy controls (HC, N = 39) and a group of individuals with subsyndromal depression (SD, N = 39) categorized faces based on either facial expression (happy vs. sad) or gender (male vs. female). Behaviorally, the SD group was less sensitive to the emotional valence of facial expression than the HC group when their attention was directed to facial expression, as revealed by comparable subjective ratings and accuracy rates in response to facial expressions. When attention was directed towards facial gender, the SD group versus the HC group showed a negative bias, as revealed by a faster N170 for sad faces than happy faces. Together, our findings suggest that attention plays a role in understanding the relationship between depression and facial expression perception.
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Affiliation(s)
- Ya Zheng
- Department of Psychology, Guangzhou University, Guangzhou, China.
| | - Rumeng Tang
- Department of Psychology, Dalian Medical University, Dalian, China
| | - Linkai Xue
- Department of Psychology, Dalian Medical University, Dalian, China
| | - Zhaoyi Wang
- Department of Sleeping Disorder, Dalian Seventh People's Hospital, Dalian, China
| | - Puyu Shi
- Department of Psychology, Dalian Medical University, Dalian, China
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5
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Li X, Vuoriainen E, Xu Q, Astikainen P. The effect of sad mood on early sensory event-related potentials to task-irrelevant faces. Biol Psychol 2023; 178:108531. [PMID: 36871812 DOI: 10.1016/j.biopsycho.2023.108531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 01/25/2023] [Accepted: 03/01/2023] [Indexed: 03/06/2023]
Abstract
It has been shown that the perceiver's mood affects the perception of emotional faces, but it is not known how mood affects preattentive brain responses to emotional facial expressions. To examine the question, we experimentally induced sad and neutral mood in healthy adults before presenting them with task-irrelevant pictures of faces while an electroencephalography was recorded. Sad, happy, and neutral faces were presented to the participants in an ignore oddball condition. Differential responses (emotional - neutral) for the P1, N170, and P2 amplitudes were extracted and compared between neutral and sad mood conditions. Emotional facial expressions modulated all the components, and an interaction effect of expression by mood was found for P1: an emotional modulation to happy faces, which was found in neutral mood condition, disappeared in sad mood condition. For N170 and P2, we found larger response amplitudes for both emotional faces, regardless of the mood. The results add to the previous behavioral findings showing that mood already affects low-level cortical feature encoding of task-irrelevant faces.
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Affiliation(s)
- Xueqiao Li
- Centre for Interdisciplinary Brain Research, Department of Psychology, University of Jyvaskyla, P.O. Box 35, 40014 Jyväskylä, Finland.
| | - Elisa Vuoriainen
- Human Information Processing Laboratory, Faculty of Social Sciences / Psychology, Tampere University, 33014 Tampere, Finland
| | - Qianru Xu
- Center for Machine Vision and Signal Analysis, University of Oulu, 90014 Oulu, Finland
| | - Piia Astikainen
- Centre for Interdisciplinary Brain Research, Department of Psychology, University of Jyvaskyla, P.O. Box 35, 40014 Jyväskylä, Finland
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6
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Álvarez F, Fernández-Folgueiras U, Méndez-Bértolo C, Kessel D, Carretié L. Menstrual cycle and exogenous attention toward emotional expressions. Horm Behav 2022; 146:105259. [PMID: 36116197 DOI: 10.1016/j.yhbeh.2022.105259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 06/15/2022] [Accepted: 09/01/2022] [Indexed: 11/04/2022]
Abstract
Several studies suggest that the menstrual cycle affects emotional processing. However, these results may be biased by including women with premenstrual syndrome (PMS) in the samples. PMS is characterized by negative emotional symptomatology, such as depression and/or anxiety, during the luteal phase. This study aimed to explore the modulation of exogenous attention to emotional facial expressions as a function of the menstrual cycle in women without PMS. For this purpose, 55 women were selected (from an original volunteer sample of 790) according to rigorous exclusion criteria. Happy, angry, and neutral faces were presented as distractors, while both behavioral performance in a perceptual task and event-related potentials (ERPs) were recorded. This task was applied during both phases of the menstrual cycle (luteal and follicular, counterbalanced), and premenstrual symptomatology was monitored daily. Traditional and Bayesian ANOVAs on behavioral data (reaction times and errors in the task) and ERP indices (P1, N170, N2, and LPP amplitudes) confirmed the expected lack of an interaction of phase and emotion. Taken together, these results indicate that women free of PMS present steady exogenous attention levels to emotionally positive and negative stimuli regardless of the menstrual phase.
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Affiliation(s)
- Fátima Álvarez
- Facultad de Psicología, Universidad Autónoma de Madrid, Madrid 28049, Spain.
| | | | | | - Dominique Kessel
- Facultad de Psicología, Universidad Autónoma de Madrid, Madrid 28049, Spain
| | - Luis Carretié
- Facultad de Psicología, Universidad Autónoma de Madrid, Madrid 28049, Spain
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7
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Kangas ES, Vuoriainen E, Lindeman S, Astikainen P. Auditory event-related potentials in separating patients with depressive disorders and non-depressed controls: A narrative review. Int J Psychophysiol 2022; 179:119-142. [PMID: 35839902 DOI: 10.1016/j.ijpsycho.2022.07.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 06/30/2022] [Accepted: 07/07/2022] [Indexed: 10/17/2022]
Abstract
This narrative review brings together the findings regarding the differences in the auditory event-related potentials (ERPs) between patients with depressive disorder and non-depressed control subjects. These studies' results can inform us of the possible alterations in sensory-cognitive processing in depressive disorders and the potential of using these ERPs in clinical applications. Auditory P3, mismatch negativity (MMN) and loudness dependence of auditory evoked potentials (LDAEP) were the subjects of the investigation. A search in PubMed yielded 84 studies. The findings of the reviewed studies were not highly consistent, but some patterns could be identified. For auditory P3b, the common findings were attenuated amplitude and prolonged latency among depressed patients. Regarding auditory MMN, especially the amplitude of duration deviance MMN was commonly attenuated, and the amplitude of frequency deviance MMN was increased in depressed patients. In LDAEP studies, generally, no differences between depressed patients and non-depressed controls were reported, although some group differences concerning specific depression subtypes were found. This review posits that future research should investigate whether certain stimulus conditions are particularly efficient at separating depressed and non-depressed participant groups. Future studies should contrast responses in different subpopulations of depressed patients, as well as different clinical groups (e.g., depressive disorder and anxiety disorder patients), to investigate the specificity of the auditory ERP alterations for depressive disorders.
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Affiliation(s)
- Elina S Kangas
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland.
| | - Elisa Vuoriainen
- Human Information Processing Laboratory, Faculty of Social Sciences / Psychology, Tampere University, Tampere, Finland
| | - Sari Lindeman
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland; Central Finland Health Care District, Jyväskylä, Finland
| | - Piia Astikainen
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland
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8
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Chen C, Wang X, Nasreddine Belkacem A, Sha S, Zhao X, Wang C. Utilization of passive visual perception task indetecting patients with major depressive disorder for active health. Methods 2022; 205:226-231. [PMID: 35810959 DOI: 10.1016/j.ymeth.2022.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 12/21/2022] Open
Abstract
Depression is a common emotional and mental disease. At present, doctors' diagnosis mainly depends on the existing evaluation scales and their accumulated experience, lack of objective electrophysiological quantitative evaluation indicators. This study explores the difference in event-related potential (ERP) between patients with depression and healthy controls under the stimulation of multi-dimensional tasks, extracts the characteristic data, and uses a t-test for statistical analysis to provide an objective evaluation index for the clinical diagnosis of depression. Ninety-nine patients in the major depression group (MDD) and thirty patients in the healthy control group (HC) were used to compare the responses to positive, negative, and neutral stimulation, the results showed that there were significant differences between the left and right occipital lobes and one frontal lobe, and the frontal lobe showed lateralization; There were significant differences between the depression group and the healthy control group under multi-dimensional stimulation (P < 0.01), and the depression patients were significantly lower than the healthy patients. The results showed that emotional information was processed differently in patients with depression in the early stages of visual face processing. Therefore, EEG indices could be used as an objective index for the early detection of depression. Moreover, according to the instructions before the test, the subject is only asked to recognize visual pictures instead report emotional feelings. Stigma about psychiatric disorders could thus be reduced in this way. The explorations above facilitate designing more accurate and implicit active mental health techniques.
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Affiliation(s)
- Chao Chen
- Key Laboratory of Complex System Control Theory and Application, Tianjin University of Technology, Tianjin 300384, China; Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Xin Wang
- Key Laboratory of Complex System Control Theory and Application, Tianjin University of Technology, Tianjin 300384, China; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Abdelkader Nasreddine Belkacem
- Department of Computer and Network Engineering, College of Information Technology, UAE University, Al Ain 15551, UAE; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Sha Sha
- Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Xixi Zhao
- Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Changming Wang
- Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing 100053, China; Brain-inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing 100053, China.
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9
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Kubon J, Sokolov AN, Popp R, Fallgatter AJ, Pavlova MA. Face Tuning in Depression. Cereb Cortex 2021; 31:2574-2585. [PMID: 33350440 PMCID: PMC7799219 DOI: 10.1093/cercor/bhaa375] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/04/2020] [Accepted: 11/13/2020] [Indexed: 12/22/2022] Open
Abstract
The latest COVID-19 pandemic reveals that unexpected changes elevate depression bringing people apart, but also calling for social sharing. Yet the impact of depression on social cognition and functioning is not well understood. Assessment of social cognition is crucial not only for a better understanding of major depressive disorder (MDD), but also for screening, intervention, and remediation. Here by applying a novel experimental tool, a Face-n-Food task comprising a set of images bordering on the Giuseppe Arcimboldo style, we assessed the face tuning in patients with MDD and person-by-person matched controls. The key benefit of these images is that single components do not trigger face processing. Contrary to common beliefs, the outcome indicates that individuals with depression express intact face responsiveness. Yet, while in depression face sensitivity is tied with perceptual organization, in typical development, it is knotted with social cognition capabilities. Face tuning in depression, therefore, may rely upon altered behavioral strategies and underwriting brain mechanisms. To exclude a possible camouflaging effect of female social skills, we examined gender impact. Neither in depression nor in typical individuals had females excelled in face tuning. The outcome sheds light on the origins of the face sensitivity and alterations in social functioning in depression and mental well-being at large. Aberrant social functioning in depression is likely to be the result of deeply-rooted maladaptive strategies rather than of poor sensitivity to social signals. This has implications for mental well-being under the current pandemic conditions.
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Affiliation(s)
- Julian Kubon
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
| | - Alexander N Sokolov
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
| | - Rebecca Popp
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
| | - Andreas J Fallgatter
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany.,LEAD Graduate School & Research Network, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany.,German Center for Neurodegenerative Disorders (DZNE), Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
| | - Marina A Pavlova
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
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10
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Lundin NB, Sepe-Forrest L, Gilbert JR, Carver FW, Furey ML, Zarate CA, Nugent AC. Ketamine Alters Electrophysiological Responses to Emotional Faces in Major Depressive Disorder. J Affect Disord 2021; 279:239-249. [PMID: 33074143 PMCID: PMC7781110 DOI: 10.1016/j.jad.2020.10.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 10/02/2020] [Accepted: 10/05/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND The glutamatergic modulator ketamine rapidly reduces depressive symptoms in individuals with treatment-resistant major depressive disorder (MDD). However, ketamine's effects on emotional processing biases remain largely unknown, and understanding these processes may help elucidate ketamine's mechanism of action. METHODS Magnetoencephalography (MEG) was used to investigate ketamine's effects on early visual responses to affective stimuli in individuals with MDD (n=31) and healthy volunteers (HVs; n=24). Participants were enrolled in a double-blind, placebo-controlled, crossover clinical trial and were assessed at baseline and after subanesthetic-dose ketamine and placebo-saline infusions. During MEG recording, participants completed an emotional evaluation task in which they indicated the sex or emotional valence (happy-neutral or sad-angry) of facial stimuli. Source-localized event-related field (ERF) M100 and M170 amplitudes and latencies were extracted from regions of interest. Linear fixed effects models examined interactions between diagnosis, stimulus valence, and drug session for behavioral and MEG data. RESULTS In baseline behavioral analyses, MDD participants exhibited higher accuracy for sad-angry than happy-neutral faces, and HVs responded faster to happy-neutral than sad-angry faces. In the MEG post-infusion analyses, calcarine M100 amplitudes were larger in MDD than HV participants post-placebo but became more similar post-ketamine. Finally, fusiform M170 amplitudes were associated with antidepressant response in MDD participants. LIMITATIONS The modest sample size and the need to collapse across responses to happy and neutral faces to increase statistical power limit the generalizability of the findings. CONCLUSIONS Ketamine rapidly altered emotional stimulus processing in MDD, laying the groundwork for future investigations of biomarkers of antidepressant treatment response. CLINICAL TRIAL Clinicaltrials.gov, NCT#00088699.
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Affiliation(s)
- Nancy B Lundin
- Section on the Neurobiology and Treatment of Mood Disorders, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA;; Department of Psychological and Brain Sciences and Program in Neuroscience, Indiana University, Bloomington, IN, USA
| | - Linnea Sepe-Forrest
- Department of Psychological and Brain Sciences and Program in Neuroscience, Indiana University, Bloomington, IN, USA;; Magnetoencephalography Core Facility, National Institute of Mental Health, Bethesda, MD, USA
| | - Jessica R Gilbert
- Section on the Neurobiology and Treatment of Mood Disorders, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Frederick W Carver
- Magnetoencephalography Core Facility, National Institute of Mental Health, Bethesda, MD, USA
| | - Maura L Furey
- Janssen Pharmaceuticals of Johnson and Johnson Inc., San Diego, CA, United States
| | - Carlos A Zarate
- Section on the Neurobiology and Treatment of Mood Disorders, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Allison C Nugent
- Section on the Neurobiology and Treatment of Mood Disorders, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA;; Magnetoencephalography Core Facility, National Institute of Mental Health, Bethesda, MD, USA;.
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11
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Facial-expression recognition: An emergent approach to the measurement of tourist satisfaction through emotions. TELEMATICS AND INFORMATICS 2020. [DOI: 10.1016/j.tele.2020.101404] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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12
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Rochet M, El-Hage W, Dreyfuss L, Atanasova B. The influence of affective state on sensory and emotional perception: Application of the Sense'n Feel™ method. Eur J Neurosci 2020; 53:298-310. [PMID: 32478871 DOI: 10.1111/ejn.14844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 04/08/2020] [Accepted: 05/18/2020] [Indexed: 11/30/2022]
Abstract
Emotions play a key role in our daily life through their control over our thoughts and behaviors. While it is commonly accepted that depressive patients have emotional perception disorders, it is important to know how these disorders affect patients' sensory perception to develop products to provide them with better support. In this study, we first examined the existence of modifications in the emotional perception of subjects with minor depressive symptoms (MDS, n = 80) compared with healthy controls (HC, n = 80) using a nonverbal method based on pictures to measure projected emotions and personality traits: the Sense'n Feel™ method. The investigated stimuli were two unpleasant and two pleasant odors and one pleasant food product: a madeleine. Second, we investigated the hedonic, familiarity and intensity olfactory perceptions of the subjects using the same stimuli. No significant difference was found in any olfactory qualities between the two groups. Concerning the pleasant olfactory stimuli, however, we did note that the MDS subjects had a significantly lower score for the positive emotion of joy/happiness than the controls. Additionally, the MDS group's attribution of some positive personality traits for the three pleasant stimuli was significantly weaker than that in the HC group. These results could be explained by the affective state of the MDS subjects; they were more anxious and more alexithymic compared with the controls. Further research is needed to validate our study in clinically depressed individuals and to determine whether the modifications of the emotional olfactory perception are due to the disease and/or to neuropsychological alterations.
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Affiliation(s)
- Marion Rochet
- UMR 1253, iBrain, Université de Tours, INSERM, Tours, France.,Faculté Sciences et Techniques, Université de Tours, Tours, France
| | - Wissam El-Hage
- UMR 1253, iBrain, Université de Tours, INSERM, Tours, France.,CHRU de Tours, Clinique Psychiatrique Universitaire, Tours, France
| | - Lise Dreyfuss
- Faculté Sciences et Techniques, Université de Tours, Tours, France.,Mérieux NutriSciences, Verrières-le-Buisson, France
| | - Boriana Atanasova
- UMR 1253, iBrain, Université de Tours, INSERM, Tours, France.,Faculté Sciences et Techniques, Université de Tours, Tours, France
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13
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Chen FJ, Gu CZ, Zhai N, Duan HF, Zhai AL, Zhang X. Repetitive Transcranial Magnetic Stimulation Improves Amygdale Functional Connectivity in Major Depressive Disorder. Front Psychiatry 2020; 11:732. [PMID: 32848913 PMCID: PMC7411126 DOI: 10.3389/fpsyt.2020.00732] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 07/13/2020] [Indexed: 01/10/2023] Open
Abstract
Emotional abnormality in major depressive disorder (MDD) is generally regarded to be associated with functional dysregulation in the affective network (AN). The present study examined the changes in characteristics of AN connectivity of MDD patients before and after repetitive transcranial magnetic stimulation (rTMS) treatment over the left dorsolateral prefrontal cortex, and to further assess how these connectivity changes are linked to clinical characteristics of patients. Functional connectivity (FC) in the AN defined by placing seeds in the bilateral amygdale was calculated in 20 patients with MDD before and after rTMS, and in 20 healthy controls (CN). Furthermore, a linear regression model was used to obtain correlations between FC changes and Hamilton depression scale (HAMD) changes in MDD before and after rTMS. Before rTMS, compared with CN, MDD exhibited significantly lower FC between left insula (INS.L), right superior and inferior frontal gyrus (SFG.R and IFG.R), right inferior parietal lobule (IPL.R), and amygdala, and showed an increment of FC between the bilateral precuneus and amygdala in AN. After rTMS, MDD exhibited a significant increase in FC in the INS.L, IFG.R, SFG.R, IPL.R, and a significant reduction in FC in the precuneus. Interestingly, change in FC between INS.L and left amygdala was positively correlated with change in HAMD scores before and after rTMS treatment. rTMS can enhance affective network connectivity in MDD patients, which is linked to emotional improvement. This study further suggests that the insula may be a potential target region of clinical efficacy for MDD to design rationale strategies for therapeutic trials.
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Affiliation(s)
- Fu-Jian Chen
- Medical Imaging Department,Jining Psychiatric Hospital, Jining, China
| | - Chuan-Zheng Gu
- Psychiatric Department, Jining Psychiatric Hospital, Jining, China
| | - Ning Zhai
- Medical Imaging Department, Affiliated Hospital of Jining Medical College, Jining, China
| | - Hui-Feng Duan
- Mental Diseases Prevention and Treatment Institute of Chinese PLA, No. 988 Hospital of Joint Logistic Support Force, Jiaozuo, China
| | - Ai-Ling Zhai
- Mental Rehabilitation Department, Jining Psychiatric Hospital, Jining, China
| | - Xiao Zhang
- Psychiatric Department, Jining Psychiatric Hospital, Jining, China
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Ruohonen EM, Alhainen V, Astikainen P. Event-related potentials to task-irrelevant sad faces as a state marker of depression. Biol Psychol 2019; 149:107806. [PMID: 31704201 DOI: 10.1016/j.biopsycho.2019.107806] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 10/29/2019] [Accepted: 10/29/2019] [Indexed: 01/18/2023]
Abstract
Negative bias in face processing has been demonstrated in depression, but there are no longitudinal investigations of negative bias in symptom reduction. We recorded event-related potentials (P1 and N170) to task-irrelevant facial expressions in depressed participants who were later provided with a psychological intervention and in never depressed control participants. Follow-up measurements were conducted for the depressed group two and 39 months later. Negative bias was found specifically in the depression group, and was demonstrated as enlarged P1 amplitude to sad faces, which normalized in the follow-up measurements when the participants had fewer symptoms. Because the P1 amplitude recorded at the baseline did not differ between the depression group that recovered and the group that did not recover after the intervention, this brain response did not show potential as a biomarker for treatment response. It could have potential, however, to serve as a state-marker of depression.
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Affiliation(s)
- Elisa M Ruohonen
- Department of Psychology, University of Jyvaskyla, P. O. Box 35, FIN-40100 Jyväskylä, Finland.
| | - Veera Alhainen
- Department of Psychology, University of Jyvaskyla, P. O. Box 35, FIN-40100 Jyväskylä, Finland.
| | - Piia Astikainen
- Department of Psychology, University of Jyvaskyla, P. O. Box 35, FIN-40100 Jyväskylä, Finland.
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16
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Effect of Cognitive Behavioral Therapy on Improving the Cognitive Function in Major and Minor Depression. J Nerv Ment Dis 2019; 207:232-238. [PMID: 30865075 DOI: 10.1097/nmd.0000000000000954] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The aim of this study was to investigate the effectiveness of cognitive behavioral therapy (CBT) on improving the cognitive function in minor depression (MiD) and major depression (MaD). The study will constitute a placebo-controlled single-blind parallel-group randomized controlled trial. The selected participants will be randomly allocated into one of two parallel groups with a 1:1 ratio: the CBT-based group and the general health education group. CBT significantly alleviated depressive symptoms of MiD and MaD at 12 weeks (p < 0.001), and the treatment effect was maintained for at least 12 months (p < 0.001). Interestingly, CBT significantly promotes more cognitive function of MiD and partial cognitive function of MaD at 12 weeks in the intervention group than in the control group (p < 0.01). CBT can alleviate depressive symptoms of both minor and MaDs. The effectiveness of CBT is different on improving the cognitive function in MiD and MaD.
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Teng C, Zhou J, Ma H, Tan Y, Wu X, Guan C, Qiao H, Li J, Zhong Y, Wang C, Zhang N. Abnormal resting state activity of left middle occipital gyrus and its functional connectivity in female patients with major depressive disorder. BMC Psychiatry 2018; 18:370. [PMID: 30477561 PMCID: PMC6258168 DOI: 10.1186/s12888-018-1955-9] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 11/16/2018] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Women are more susceptible to major depressive disorder (MDD). A possible explanation is that women have a trait tendency to engage in a ruminative response style. Depending on cognitive model of depression, attention bias, memory bias and self-referential bias were closely related among depressed patients. Previous studies have explored the neural mechanism of the cognitive biases by using amplitude of low frequency fluctuations (ALFF) or functional connectivity (FC), and few combined these two metrics, especially focusing on female patients. METHODS We assessed 25 female patients diagnosed with MDD and 13 well matched healthy controls (HCs) using Rs-fMRI. Two metrics ALFF and FC based on abnormal ALFF were explored and made comparisons. RESULTS Compared with HCs, female patients with MDD showed that one cluster with significantly decreased ALFF in the left middle occipital gyrus(L-MOG). Furtherly we founded depressed female subjects showed significantly lower FC between the L-MOG seed and left orbitofrontal cortex, and significantly higher FC between the L-MOG seed and left medial prefrontal gyrus and left hippocampus. CONCLUSIONS Our results showed L-MOG may act as a connection, which involved in the processing of cognitive biases of MDD by connected with limbic-cortical regions in resting state. These findings may enhance the understanding of the neurobiological mechanism in female patients with MDD.
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Affiliation(s)
- Changjun Teng
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Jing Zhou
- Nanjing PuKou Central Hospital, Nanjing, 211800 People’s Republic of China
| | - Hui Ma
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Yarong Tan
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Xin Wu
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Chengbin Guan
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Huifen Qiao
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Jijun Li
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
| | - Yuan Zhong
- 0000 0001 0089 5711grid.260474.3School of Psychology, Nanjing Normal University, Nanjing, 210024 People’s Republic of China
| | - Chun Wang
- Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029, People's Republic of China.
| | - Ning Zhang
- 0000 0004 1798 8369grid.452645.4Nanjing Brain Hospital Affiliated to Nanjing Medical University, Nanjing, 210029 People’s Republic of China
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Zhu C, Chen X, Zhang J, Liu Z, Tang Z, Xu Y, Zhang D, Liu D. Comparison of Ecological Micro-Expression Recognition in Patients with Depression and Healthy Individuals. Front Behav Neurosci 2017; 11:199. [PMID: 29089879 PMCID: PMC5651037 DOI: 10.3389/fnbeh.2017.00199] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 10/03/2017] [Indexed: 12/17/2022] Open
Abstract
Previous studies have focused on the characteristics of ordinary facial expressions in patients with depression, and have not investigated the processing characteristics of ecological micro-expressions (MEs, i.e., MEs that presented in different background expressions) in these patients. Based on this, adopting the ecological MEs recognition paradigm, this study aimed to comparatively evaluate facial ME recognition in depressed and healthy individuals. The findings of the study are as follows: (1) background expression: the accuracy (ACC) in the neutral background condition tended to be higher than that in the fear background condition, and the reaction time (RT) in the neutral background condition was significantly longer than that in other backgrounds. The type of ME and its interaction with the type of background expression could affect participants’ ecological MEs recognition ACC and speed. Depression type: there was no significant difference between the ecological MEs recognition ACC of patients with depression and healthy individuals, but the patients’ RT was significantly longer than that of healthy individuals; and (2) patients with depression judged happy MEs that were presented against different backgrounds as neutral and judged neutral MEs that were presented against sad backgrounds as sad. The present study suggested the following: (1) ecological MEs recognition was influenced by background expressions. The ACC of happy MEs was the highest, of neutral ME moderate and of sadness and fear the lowest. The response to the happy MEs was significantly shorter than that of identifying other MEs. It is necessary to conduct research on ecological MEs recognition; (2) the speed of patients with depression in identifying ecological MEs was slower than of healthy individuals; indicating that the patients’ cognitive function was impaired; and (3) the patients with depression showed negative bias in the ecological MEs recognition task, reflecting the lack of happy ME recognition ability and the generalized identification of sad MEs in those patients.
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Affiliation(s)
- Chuanlin Zhu
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Xinyun Chen
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Jianxin Zhang
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Zhiying Liu
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Zhen Tang
- Suzhou Psychiatric Hospital, Suzhou, China
| | - Yuting Xu
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Didi Zhang
- Department of Psychology, School of Education, Soochow University, Suzhou, China
| | - Dianzhi Liu
- Department of Psychology, School of Education, Soochow University, Suzhou, China
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Yamazaki M, Tamura K. The menstrual cycle affects recognition of emotional expressions: an event-related potential study. F1000Res 2017; 6:853. [PMID: 28868136 PMCID: PMC5558101 DOI: 10.12688/f1000research.11563.1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/08/2017] [Indexed: 11/23/2022] Open
Abstract
Background: Several studies have investigated the relationship between behavioral changes and the menstrual cycle in female subjects at a reproductive age. The present study investigated the relationship between the menstrual cycle and emotional face recognition by measuring the N170 component of ERPs. Methods: We measured N170 of twelve women in both follicular phase and late luteal phase who were presented with human facial expressions as stimuli (happy and angry). Results: In the follicular phase, participants showed a significantly larger response to happy male facial expressions. In the late luteal phase, participants had longer reaction times to all emotional stimuli, and a significantly reduced response to happy faces, especially happy male facial expressions (P<0.001). Conclusions: Our findings suggest that the menstrual cycle modulates early visual cognitive processing, and highlight the importance of considering the menstrual cycle phase in studies that investigate emotion and cognition.
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Affiliation(s)
- Madoka Yamazaki
- Division of Health Science, Daito Bunka University, 560 Iwadono, Higashimatsuyama, Saitama, 355-8501, Japan
| | - Kyoko Tamura
- Division of Health Science, Daito Bunka University, 560 Iwadono, Higashimatsuyama, Saitama, 355-8501, Japan
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