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Wang D, Xu J, Liang N, Xue Z, Yang X, Lu J, Ma Y. Network analysis of depressive symptoms and C-reactive protein levels in major depressive disorder. J Affect Disord 2024; 367:788-794. [PMID: 39187182 DOI: 10.1016/j.jad.2024.08.152] [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: 05/04/2024] [Revised: 08/14/2024] [Accepted: 08/23/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND C-reactive protein (CRP) levels have been implicated in the severity and symptomatology of major depressive disorder (MDD). The aim of this study was to explore the structure of depressive symptoms in patients with MDD according to different groups of CRP levels using network analysis. METHODS The study included 864 individuals (mean age = 54.05, 67.48 % male) diagnosed with MDD from the 2015-2020 National Health and Nutrition Examination Survey (NHANES). Analyses examined how depressive symptoms and CRP level were related to each other, and how the network structure of depressive symptoms differed across groups with different CRP levels. RESULTS A direct positive correlation was observed between CRP levels and specific depressive symptoms (e.g., appetite change, energy loss, and feelings of worthlessness). Moreover, there was a stronger correlation between depressive symptoms in the medium CRP and high CRP groups compared to the low CRP group. Furthermore, it was observed that there were notable structural differences between the high-CRP and moderate-CRP groups. LIMITATIONS The study is based on cross-sectional data, which precludes the drawing of causal conclusions. Furthermore, it does not take into account confounding factors such as body mass index (BMI) and lifestyle. CONCLUSIONS The findings underscore the pivotal role of CRP as a marker of the severity of depressive symptoms. Routine CRP level testing and anti-inflammatory therapies may be beneficial for depressed patients with elevated CRP levels in clinical practice.
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Affiliation(s)
- Dongfang Wang
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China; Technical University of Munich, TUM School of Medicine and Health, Klinikum rechts der Isar, Department of Psychiatry and Psychotherapy, Munich, Germany
| | - Jianchang Xu
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China
| | - Nana Liang
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China
| | - Zhenpeng Xue
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China
| | - Xiujuan Yang
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China
| | - Jianping Lu
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China.
| | - Yuejiao Ma
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen Institute of Mental Health, Shenzhen Mental Health Center, Affiliated Mental Health Center, Southern University of Science and Technology, Shenzhen, Guangdong 518020, China.
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Murray L, Jaffe NM, Tierney AO, Pidvirny K, Balkind EG, Abbasi BS, Brown M, Webb CA. Brain mechanisms of rumination and negative self-referential processing in adolescent depression. J Affect Disord 2024; 366:83-90. [PMID: 39191310 PMCID: PMC11468901 DOI: 10.1016/j.jad.2024.08.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 08/21/2024] [Accepted: 08/22/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Depression is linked to cognitive biases towards more negative and less positive self-relevant information. Rumination, perseverative negative thinking about the past and the self, may contribute to these biases. METHODS 159 adolescents (12-18 years), with a range of depression symptoms, completed the SRET during fMRI. Multiple regressions tested associations between conventional self-report and ecological momentary assessment (EMA) measured rumination, and neural and behavioral responses during a self-referent encoding task (SRET). RESULTS Higher rumination (conventional self-report and EMA) was associated with more negative and fewer positive words endorsed and recalled. Higher self-reported (but not EMA) rumination was associated with higher accuracy in recognizing negative words and greater insula and dorsal anterior cingulate activity to negative versus positive words. LIMITATIONS The sample included mostly non-Hispanic White participants with household incomes above the national average, highlighting the need for replication in more diverse samples. Word endorsement discrepancies required fMRI analyses to model neural response to viewing negative versus positive words. CONCLUSIONS Adolescents with higher rumination endorsed and recalled more negative and fewer positive words and recognized more negative words during the SRET. Higher insula reactivity, a key region for modulating externally-oriented attention and internally-oriented self-referential processes, may contribute to links between rumination and negative memory biases. These findings provide insight into neurocognitive mechanisms underlying depression.
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Affiliation(s)
- Laura Murray
- Cognitive and Pharmacological Neuroimaging Unit, National Institute on Drug Abuse, Biomedical Research Center, 251 Bayview Blvd, Baltimore, MD 21224, United States of America; McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America.
| | - Nigel M Jaffe
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Anna O Tierney
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Kristina Pidvirny
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Emma G Balkind
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Batool S Abbasi
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Miranda Brown
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America
| | - Christian A Webb
- McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States of America; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States of America
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Weisenburger RL, Dainer-Best J, Zisser M, McNamara ME, Beevers CG. Negative self-referent cognition predicts future depression symptom change: an intensive sampling approach. Cogn Emot 2024:1-15. [PMID: 39264587 DOI: 10.1080/02699931.2024.2400298] [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: 12/18/2023] [Revised: 08/08/2024] [Accepted: 08/29/2024] [Indexed: 09/13/2024]
Abstract
Cognitive theories of depression assert that negative self-referent cognition has a causal role in the development and maintenance of depression symptoms, but few studies have examined temporal associations between these constructs using intensive, longitudinal sampling strategies. In three samples of undergraduate students, we examined associations between change in self-referent processing and depression across 5 daily assessments (Sample 1, N = 303, 1,194 measurements, 79% adherence), 7 daily assessments (Sample 2, N = 313, 1,784 measurements, 81% adherence), and 7 weekly assessments (Sample 3; N = 155, 833 measurements, 81% adherence). Random intercept cross-lagged panel models indicated large cross-lagged effects in two of the three samples (Samples 1 and 3 but not Sample 2), such that more negative self-referent thinking than usual was significantly associated with a subsequent increase in depression symptoms at the next time lag. Notably, change in depression from usual was not associated with increases in negative self-referent processing at the next time point in any sample. These findings suggest that change in negative self-referent processing may be causally linked to future increases in depression on a day-to-day and week-to-week basis, although confidence in this conclusion is tempered somewhat by a lack of replication in Sample 2.
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Affiliation(s)
- Rachel L Weisenburger
- Department of Psychology and Institute for Mental Health Research, University of Texas at Austin, Austin, TX, USA
| | | | - Mackenzie Zisser
- Department of Psychology and Institute for Mental Health Research, University of Texas at Austin, Austin, TX, USA
| | - Mary E McNamara
- Department of Psychology and Institute for Mental Health Research, University of Texas at Austin, Austin, TX, USA
| | - Christopher G Beevers
- Department of Psychology and Institute for Mental Health Research, University of Texas at Austin, Austin, TX, USA
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4
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Barkley SB, Hajcak G, Klein DN, Nelson BD. Electrocortical Reactivity During Self-Referential Processing Predicts the Development of Depression Across Adolescence. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:958-965. [PMID: 38710386 DOI: 10.1016/j.bpsc.2024.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/24/2024] [Accepted: 04/23/2024] [Indexed: 05/08/2024]
Abstract
BACKGROUND Negative attentional biases and self-schemas have been implicated in the development of depression. Research has indicated that a larger late positive potential (LPP) to negative self-referential words is associated with depression-as well as a maternal history of depression, an indicator of risk. However, it is unclear whether the LPP to self-referential words predicts the actual development of depression. In the current study, we examined whether electrocortical reactivity during self-referential processing predicted the development of depression across adolescence. METHODS The sample consisted of 165 8- to 14-year-old girls with no lifetime history of a depressive disorder who completed the self-referential encoding task while electroencephalography was recorded at a baseline assessment. Participants and their parent completed the Kiddie Schedule for Affective Disorders and Schizophrenia for School-Age Children at the baseline and 2-, 4-, and 6-year follow-up assessments. RESULTS Results indicated that a larger LPP to negative self-referential words at baseline predicted an increased likelihood of developing chronic-intermittent depression (i.e., persistent and/or recurrent), but not nonchronic, single-episode depression, across adolescence. In contrast, neither self-referential encoding task recall biases nor the LPP to positive self-referential words predicted the development of either type of depression. CONCLUSIONS The results of the current study suggest that electrocortical reactivity associated with a negative self-schema in late childhood predicts the development of a more pernicious subtype of depression across adolescence. Moreover, the current study highlights the importance of considering clinical course in the examination of biomarkers of risk for depression.
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Affiliation(s)
- Sarah B Barkley
- Department of Psychology, Stony Brook University, Stony Brook, New York.
| | - Greg Hajcak
- Santa Clara University, School of Education and Counseling Psychology, Santa Clara, California
| | - Daniel N Klein
- Department of Psychology, Stony Brook University, Stony Brook, New York
| | - Brady D Nelson
- Department of Psychology, Stony Brook University, Stony Brook, New York
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Liu P, Tan JXY. ERP correlates of self-referential processing moderate the association between pubertal status and disordered eating in preadolescence. Psychophysiology 2024; 61:e14534. [PMID: 38342692 DOI: 10.1111/psyp.14534] [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: 06/23/2023] [Revised: 12/05/2023] [Accepted: 01/22/2024] [Indexed: 02/13/2024]
Abstract
Preadolescence is a critical period for the onset of puberty and eating-related psychopathology. More advanced pubertal status is associated with elevated eating pathology. However, it was unclear whether this association was moderated by self-referential processing, an important, modifiable cognitive risk for various forms of psychopathology, including eating problems. Further, no study has examined the neural correlates of self-referential processing in relation to eating pathology. To address these gaps, we examined how the association between pubertal status and disordered eating was moderated by self-referential processing in a community sample of 115 nine-to-12-year-old preadolescents (66 girls; mean age/SD = 10.98/1.18 years; 87.5% White). Youths reported their pubertal status and disordered eating behaviors and completed an ERP version of the Self-Referent Encoding Task (SRET) to assess self-referential processing. A Principal Component Analysis of the ERP data identified an anterior late positive potential (LPP) in both the positive and negative SRET conditions. The LPP in the positive condition moderated the positive association between pubertal status and disordered eating behaviors, such that this association was significant for youths with a smaller LPP toward positive self-referential cues, but non-significant for those showing a larger LPP toward positive self-referential cues. These results suggest that a deeper processing of positive self-referential information, indicated by a potentiated LPP, may weaken the negative impact of pubertal status on disordered eating. Our findings also suggest that enhancing positive self-referential processing may be a useful tool in preventing the development of eating pathology in preadolescents, especially for those with more advanced pubertal status.
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Affiliation(s)
- Pan Liu
- Department of Psychology, University of Alberta, Edmonton, Alberta, Canada
| | - Jaron X Y Tan
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, North Dakota, USA
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Dickey L, Dao A, Pegg S, Kujawa A. Neural markers of emotion regulation difficulties in adolescent depression and risk for depression. JOURNAL OF MOOD AND ANXIETY DISORDERS 2024; 5:100051. [PMID: 38500633 PMCID: PMC10947814 DOI: 10.1016/j.xjmad.2024.100051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
Depressed individuals tend to use maladaptive emotion regulation strategies more frequently than non-depressed individuals while using adaptive strategies (e.g., reappraisal) less frequently. Objective neural markers of emotion regulation ability could aid in identifying youth at greatest risk for depression and functional impairment more broadly. We used electroencephalography to examine emotion regulation in adolescents (aged 14-17; N = 201) with current depression (n = 94) and without any history of depression (n = 107) at high (n = 54) and low (n = 53) risk for depression based on a maternal history of depression. Results revealed group differences in event-related potential markers of emotion regulation using multiple scoring approaches. Never-depressed adolescents had significant reductions in mean-activity and principal component analysis-identified late positive potential responses to dysphoric stimuli under reappraisal instructions compared to passive viewing. There was no significant difference in neural responses between conditions among depressed adolescents. The magnitude of the reappraisal effects appeared slightly stronger for low-risk adolescents relative to high-risk. Exploratory analyses further demonstrated that the association between neural markers of emotion regulation and overall functioning was moderated by age, such that impaired emotion regulation abilities predicted poorer functioning among older adolescents. Findings support the sensitivity of the late positive potential to emotion regulation impairments in depression and psychopathology more broadly.
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Affiliation(s)
- Lindsay Dickey
- Department of Psychology and Human Development, Vanderbilt University, USA
| | - Anh Dao
- Department of Psychology and Human Development, Vanderbilt University, USA
| | - Samantha Pegg
- Department of Psychology and Human Development, Vanderbilt University, USA
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, USA
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Liu P, Yang X, Tan JXY. Trial-level ERPs predicted behavioral responses during self-referential processing in late childhood. Soc Cogn Affect Neurosci 2024; 19:nsae011. [PMID: 38366646 PMCID: PMC10873861 DOI: 10.1093/scan/nsae011] [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: 08/14/2023] [Revised: 11/03/2023] [Accepted: 01/31/2024] [Indexed: 02/18/2024] Open
Abstract
Self-referential information is uniquely salient and preferentially processed even in children. The literature has used the self-referent encoding task (SRET) combined with event-related potentials (ERPs) to study self-referential processing and its associations with youth psychopathology. However, it is unclear how the ERP and behavioral indices of SRET are associated with each other, although this knowledge can promote our mechanistic understanding of this construct and its role in psychopathology. We examined this question in 115 9- to 12-year-old children, a critical period for the development of self-related concepts. By applying a multilevel modeling approach to the trial-level data of SRET, we disaggregated the between- and within-person variability and observed within-person, but not between-person, effects of the P2 and late positive potential (LPP) on behavioral responses: a larger P2 on a given trial predicted a faster response in this trial; a larger LPP on a given trial predicted a higher likelihood of endorsing the word of this trial. We provided novel evidence on how the within-person variability of the ERPs predicted the overt responses of the SRET in children. These findings inform our mechanistic knowledge of self-referential processing and shed light on a better understanding of the role of self-referential processing in the development of psychopathology.
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Affiliation(s)
- Pan Liu
- Department of Psychology, University of Alberta, Edmonton, AB T6G 2E9, Canada
| | - Xiao Yang
- Departments of Health Sciences and Computer Sciences, Northeastern University, Boston, MA 02115, USA
| | - Jaron X Y Tan
- Department of Psychology, North Dakota State University, Fargo, ND 58102, USA
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8
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Zhang C, Ye B, Guo Z. Identification of central symptoms of children depression and development of two short version of Children's Depression Inventory: Based on network analysis and machine learning. J Affect Disord 2024; 346:242-251. [PMID: 37944708 DOI: 10.1016/j.jad.2023.10.146] [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: 05/11/2023] [Revised: 10/22/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Using network analysis to study the central symptoms is important for understanding the mechanism of depression symptoms and selecting items for the short version depression screening scale. This study aimed to identify the central symptoms of depression and develop the short and effective depression screening tools for Chinese rural children. METHODS Firstly, the 2458 individuals (Mage = 10.74; SDage = 1.64; 51.2 % were female) were recruited from the rural children's mental health database. Children's Depression Inventory (CDI) was used to assess depression symptoms. Then, network analysis was used to identify the central symptoms of depression. The accuracy, stability, and gender invariance of the depression symptoms network were tested. Finally, a short version of CDI with central symptoms (CDI-SC) and a new CDI-10 (CDI-10-N) were developed by network analysis and feature selection techniques to optimize the existing CDI-10. Their performances in screening depression symptoms were validated by the cutoff threshold and machine learning. RESULTS The central symptoms of Chinese rural children's depression were sadness, self-hatred, loneliness and self-deprecation. This result was accurate and stable and depression symptoms network has gender invariance. The AUC values of CDI-10-N and CDI-SC are over 0.9. The CDI-10-N has a higher AUC than CDI-10. The optimal cutoff thresholds for CDI-10-N and CDI-SC are 6 and 1. The performance of machine learning on AUC generally outperforms those of cutoff threshold. CONCLUSIONS The central symptoms identified in this study should be highlighted in screening depression symptoms, and CDI-10-N and CDI-SC are effective tools for screening depression symptoms in Chinese rural children.
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Affiliation(s)
- Chao Zhang
- School of Psychology & Center of Mental Health Education and Research, Jiangxi Normal University, Nanchang, China
| | - Baojuan Ye
- School of Psychology & Center of Mental Health Education and Research, Jiangxi Normal University, Nanchang, China.
| | - Zhifang Guo
- School of Education Sciences, Shangrao Normal University, China
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9
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Liu P, Tan JXY. Incremental validity of ERP correlates of self-referential processing in predicting emerging depressive symptoms in late childhood: Evidence from a community-dwelling sample. Psychophysiology 2023; 60:e14382. [PMID: 37392027 DOI: 10.1111/psyp.14382] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 05/18/2023] [Accepted: 06/21/2023] [Indexed: 07/02/2023]
Abstract
Depressogenic self-referential processing (e.g., self-schemas reflecting shallower processing of positive, and deeper processing of negative, self-descriptive words) is an established cognitive vulnerability to depression. Alterations of event-related potentials (ERPs) during self-referential processing have been observed in adolescents with depression risk or clinical depression. However, no study has examined ERPs associated with self-referential processing in typical-risk youth with emerging depressive symptoms during late childhood, a high-risk period for depression. It is also unclear to what extent ERPs provide incremental validity in predicting symptoms beyond performance on self-referential processing tasks. Sixty-five community-dwelling children (38 girls; mean age/SD = 11.02/1.59 years) completed a self-referent encoding task (SRET) with EEG recorded. Children showed a larger P2 and a larger late positive potential (LPP) in response to positive SRET stimuli versus negative stimuli. Hierarchical regression showed that in the positive condition only, including ERP correlates (P1, P2, LPP) and interactions between the ERPs and positive SRET score increased the explained variation in depressive symptoms beyond behavioral SRET performance. The LPP in response to positive words was associated with lower depressive symptoms. The P1 and P2 in response to positive words interacted with positive SRET score, such that the association between positive SRET score and symptoms was significant in children with greater P1 but smaller P2. We provide novel evidence supporting the incremental validity of ERPs beyond behavioral makers in predicting emerging depressive symptoms in children. Our findings also highlight the moderating role of ERP activity in strengthening the association between behavioral markers of self-schemas and depressive outcomes.
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Affiliation(s)
- Pan Liu
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, North Dakota, USA
| | - Jaron X Y Tan
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, North Dakota, USA
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10
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Hill KE, Pegg S, Dao A, Boldwyn E, Dickey L, Venanzi L, Argiros A, Kujawa A. Characterizing positive and negative valence systems function in adolescent depression: An RDoC-informed approach integrating multiple neural measures. JOURNAL OF MOOD AND ANXIETY DISORDERS 2023; 3:100025. [PMID: 37982056 PMCID: PMC10655891 DOI: 10.1016/j.xjmad.2023.100025] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Depression is a prevalent, debilitating, and costly disorder that often manifests in adolescence. There is an urgent need to understand core pathophysiological processes for depression to inform more targeted intervention efforts. The Research Domain Criteria (RDoC) Positive Valence Systems (PVS) and Negative Valence Systems (NVS) have both been implicated in depression symptomatology and vulnerability; however, the nature of NVS alterations is unclear across studies, and associations between single neural measures and symptoms are often small in magnitude and inconsistent. The present study advances characterization of depression in adolescence via an innovative data-driven approach to identifying subgroups of PVS and NVS function by integrating multiple neural measures (assessed by electroencephalogram [EEG]) relevant to depression in adolescents oversampled for clinical depression and depression risk based on maternal history (N = 129; 14-17 years old). Results of the k-means cluster analysis supported a two-cluster solution wherein one cluster was characterized by relatively attenuated reward and emotion responsiveness across valences and the other by relatively intact responsiveness. Youth in the attenuated responsiveness cluster reported significantly greater depressive symptoms and were more likely to have major depressive disorder diagnoses than youth in the intact responsiveness cluster. In contrast, associations of individual neural measures with depressive symptoms were non-significant. The present study highlights the importance of innovative neuroscience approaches to characterize emotional processing in depression across domains, which is imperative to advancing the clinical utility of RDoC-informed research.
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Affiliation(s)
- Kaylin E. Hill
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Samantha Pegg
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Anh Dao
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Emma Boldwyn
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Lindsay Dickey
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Lisa Venanzi
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Alexandra Argiros
- Department of Psychology and Human Development, Vanderbilt University,
USA
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University,
USA
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11
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Ruchensky JR, Bauer EA, Edens JF, MacNamara A. Triarchic psychopathy and affective picture processing: An event-related potential study. Biol Psychol 2023; 182:108628. [PMID: 37429538 PMCID: PMC10860708 DOI: 10.1016/j.biopsycho.2023.108628] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 04/29/2023] [Accepted: 07/05/2023] [Indexed: 07/12/2023]
Abstract
Psychopathy and its precursors appear to be associated with abnormal affective response. For example, individuals high in psychopathy show reduced psychophysiological response to unpleasant stimuli, which might explain low levels of empathy in psychopathic individuals, and their pursuit of individual goals without regard for others' wellbeing. In keeping with the notion that psychopathology is best represented on a continuum, the triarchic model suggests that psychopathy is characterized by elevations on three traits: boldness, meanness and disinhibition. Understanding how these traits relate to psychophysiological response to emotional stimuli would help validate the triarchic model, while also bridging to other psychopathological spectra (e.g., internalizing psychopathology, which is characterized by low boldness). Here, N = 123 young adults passively viewed unpleasant, pleasant and neutral pictures while subjective and electrocortical response were recorded. Controlling for the other triarchic traits, individuals with higher self-reported meanness had smaller late positive potentials (LPPs) to both pleasant and unpleasant pictures, whereas individuals higher in boldness had larger LPPs to unpleasant pictures. In addition, those higher in meanness rated unpleasant pictures as more pleasant and less emotionally arousing. Disinhibition was not associated with the LPP or ratings. Meanness appears to drive blunted response to unpleasant pictures that has previously been observed among those high on psychopathy, and may also be associated with reduced engagement with generic pleasant stimuli. Moreover, results converge with prior work on other traits of transdiagnostic relevance (e.g., extraversion), as well as internalizing symptoms, providing a bridge between psychopathy and other forms of psychopathology.
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Affiliation(s)
- Jared R Ruchensky
- Department of Psychology & Philosophy, Sam Houston State University, Huntsville, TX, USA.
| | - Elizabeth A Bauer
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, USA
| | - John F Edens
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, USA
| | - Annmarie MacNamara
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, USA
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12
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Castagna PJ, Waters AC, Edgar EV, Budagzad-Jacobson R, Crowley MJ. Catch the drift: Depressive symptoms track neural response during more efficient decision-making for negative self-referents. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2023; 13:100593. [PMID: 37396954 PMCID: PMC10310306 DOI: 10.1016/j.jadr.2023.100593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2023] Open
Abstract
Background Adolescence is a time of heightened risk for developing depression and also a critical period for the development and integration of self-identity. Despite this, the relation between the neurophysiological correlates of self-referential processing and major depressive symptoms in youth is not well understood. Here, we leverage computational modeling of the self-referential encoding task (SRET) to identify behavioral moderators of the association between the posterior late positive potential (LPP), an event-related potential associated with emotion regulation, and youth self-reported symptoms of depression. Specifically, within a drift-diffusion framework, we evaluated whether the association between the posterior LPP and youth symptoms of major depression was moderated by drift rate, a parameter reflecting processing efficiency during self-evaluative decisions. Methods A sample of 106 adolescents, aged 12 to 17 (53% male; Mage = 14.49, SD = 1.70), completed the SRET with concurrent high-density electroencephalography and self-report measures of depression and anxiety. Results Findings indicated a significant moderation: for youth showing greater processing efficiency (drift rate) when responding to negative compared to positive words, larger posterior LPPs predicted greater depressive symptom severity. Limitations We relied on a community sample and our study was cross-sectional in nature. Future longitudinal work with clinically depressed youth would be beneficial. Conclusions Our results suggest a neurobehavioral model of adolescent depression wherein efficient processing of negative information co-occurs with increased demands on affective self-regulation. Our findings also have clinical relevance; youth's neurophysiological response (posterior LPP) and performance during the SRET may serve as a novel target for tracking treatment-related changes in one's self-identity.
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Affiliation(s)
- Peter J. Castagna
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, United States
| | - Allison C. Waters
- Nash Family Center for Advanced Circuit Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Elizabeth V. Edgar
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, United States
| | | | - Michael J. Crowley
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, United States
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13
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Han ZR, Yan J, Yang X, Guo M, West KB, Suveg C, Wang H. The impacts of anxiety and depressive symptoms on emotional processing in children and their parents: an event-related potential study. Child Adolesc Psychiatry Ment Health 2023; 17:58. [PMID: 37170287 PMCID: PMC10176778 DOI: 10.1186/s13034-023-00610-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/05/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND Anxiety and depressive symptoms are associated with dysregulated emotional processing. However, less is known about the intra-personal and inter-personal impacts of anxiety and depressive symptoms on emotional processing in children and their parents. METHODS In a community sample of 36 parent-child dyads (total N = 72), the current study investigated the intra- and inter-personal effects of anxiety and depressive symptoms on the child's and the parent's neurophysiological responses to emotional (i.e., pleasant and unpleasant) stimuli, indexed by the late positive potential (LPP). RESULTS The results indicated that children's anxiety symptoms were correlated with their enhanced LPPs to pleasant versus neutral pictures. Additionally, children's depressive symptoms related to their increased LPPs to unpleasant stimuli. Importantly, children's anxiety symptoms were associated with their parents' increased LPPs to both unpleasant and pleasant information. CONCLUSIONS These findings suggest that anxiety symptoms in community children were related to their own as well as their parents' emotional processing. The findings contribute to cognitive and family models of anxiety and depression and further highlight the potential role of dyadic interventions for the alleviation of impairing symptoms in children and their caregivers.
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Affiliation(s)
- Zhuo Rachel Han
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Julia Yan
- Department of Human Development and Family Studies, The University of Tennessee, Knoxville, TN, USA
| | - Xuan Yang
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | - Mingjia Guo
- School of Humanities and Social Sciences, Beijing Institute of Technology, Beijing, China
| | | | - Cynthia Suveg
- Department of Psychology, University of Georgia, Athens, GA, USA
| | - Hui Wang
- School of Applied Psychology, Beijing Normal University at Zhuhai, No. 18 Jinfeng Road, Zhuhai, 519087, China.
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Liu P, Tan JXY. Behavioral and ERP indices of self-schematic processing show differential associations with emerging symptoms of depression and social anxiety in late childhood: Evidence from a community-dwelling sample. Biol Psychol 2023; 180:108594. [PMID: 37247814 PMCID: PMC10357463 DOI: 10.1016/j.biopsycho.2023.108594] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 05/01/2023] [Accepted: 05/26/2023] [Indexed: 05/31/2023]
Abstract
Symptoms of depression and social anxiety elevate in late childhood. An identified cognitive risk to both depression and social anxiety is maladaptive self-schemas (or self-schematic processing). Beyond the behavioral indices of this construct, event-related potentials (ERPs) during self-schematic processing have also been observed to be associated with depression or depressive symptoms. However, no study has examined the ERPs underlying self-schematic processing in relation to social anxiety. More importantly, it was unclear to what extent behavioral and ERP indices of self-schematic processing were differentially associated with depression and social anxiety, especially in typical-risk youth with emerging symptoms. A hundred and fifteen community-dwelling children (66 girls; Mean age=10.91 years, SD=1.45) completed a self-referent encoding task (SRET) with EEG recorded. A Principal Component Analysis identified a late positive potential (LPP) component elicited in both the positive and negative SRET conditions. Multivariate multiple regression showed that in both conditions, behavioral SRET scores were associated with depressive symptoms while partialling out social anxiety symptoms, but not with social anxiety symptoms with depressive symptoms partialled out. The LPP amplitude elicited in both conditions showed marginally positive associations with social anxiety symptoms while partialling out depressive symptoms, but not with depressive symptoms while accounting for social anxiety. This study provides novel evidence concerning the ERP correlates of self-schematic processing in relation to social anxiety symptoms. More importantly, our findings for the first time speak to the differential associations between the behavioral SRET scores and SRET-elicited LPP and emerging symptoms of depression and social anxiety in late childhood.
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Affiliation(s)
- Pan Liu
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, ND 58102, USA.
| | - Jaron X Y Tan
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, ND 58102, USA
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15
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Burkhouse KL, Kujawa A. Annual Research Review: Emotion processing in offspring of mothers with depression diagnoses - a systematic review of neural and physiological research. J Child Psychol Psychiatry 2023; 64:583-607. [PMID: 36511171 DOI: 10.1111/jcpp.13734] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/25/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND Theories of the intergenerational transmission of depression emphasize alterations in emotion processing among offspring of depressed mothers as a key risk mechanism, raising questions about biological processes contributing to these alterations. The objective of this systematic annual research review was to examine and integrate studies of the associations between maternal depression diagnoses and offspring's emotion processing from birth through adolescence across biological measures including autonomic psychophysiology, electroencephalography (EEG), magnetoencephalography (MEG), event-related potentials (ERP), and structural and functional magnetic resonance imaging (MRI). METHODS The review was conducted in accordance with the PRISMA 2020 standards. A systematic search was conducted in PsycInfo and PubMed in 2022 for studies that included, 1) mothers with and without DSM-defined depressive disorders assessed via a clinical or diagnostic interview, and 2) measures of offspring emotion processing assessed at the psychophysiological or neural level between birth and 18 years of age. RESULTS Findings from 64 studies indicated that young offspring of mothers with depression histories exhibit heightened corticolimbic activation to negative emotional stimuli, reduced left frontal brain activation, and reduced ERP and mesocorticolimbic responses to reward cues compared to offspring of never-depressed mothers. Further, activation of resting-state networks involved in affective processing differentiate offspring of depressed relative to nondepressed mothers. Some of these alterations were only apparent among youth of depressed mothers exposed to negative environmental contexts or exhibiting current emotional problems. Further, some of these patterns were observable in infancy, reflecting very early emerging vulnerabilities. CONCLUSIONS This systematic review provides evidence that maternal depression is associated with alterations in emotion processing across several biological units of analysis in offspring. We present a preliminary conceptual model of the role of deficient emotion processing in pathways from maternal depression to offspring psychopathology and discuss future research avenues addressing limitations of the existing research and clinical implications.
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Affiliation(s)
- Katie L Burkhouse
- The Research Institute, Nationwide Children's Hospital, Columbus, OH, USA.,Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, OH, USA
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA
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16
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Cai H, Li ZL, He F, Li SY, Zhao YJ, Zhang WY, Zhang Y, Su Z, Jackson T, Xiang YT, Tang YL. Suicide ideation and anhedonia among clinically stable adolescents with the recurrent depressive disorder during the COVID-19 pandemic: A network perspective. J Affect Disord 2023; 324:317-324. [PMID: 36549344 DOI: 10.1016/j.jad.2022.12.052] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 12/12/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Anhedonia is a suicide risk factor among adolescent patients with recurrent depressive disorder (depression hereafter). This study examined associations between suicidal ideation (SI) and residual depressive symptoms (RSD), including anhedonia, among clinically stable adolescents with depression. METHOD A network analysis was performed to examine the association between RDS and SI among adolescents with depression. Node-specific predictive betweenness was computed to examine short paths between anhedonia and SI. Additionally, a Network Comparison Test (NCT) was conducted to examine gender differences in derived network model characteristics. RESULTS The network analysis identified close associations of PHQ9 ("Suicide ideation") with PHQ1 ("Anhedonia") as well as some other RDS including PHQ6 ("Guilt"), PHQ2 ("Sad mood") and PHQ8 ("Motor disturbances"). Additionally, PHQ2 ("Sad mood") and PHQ4 ("Fatigue") were the main bridge nodes linking anhedonia and SI. Comparisons of network models did not find significant differences in network global strength or edge weights. LIMITATION Causal relations between anhedonia and SI could not be determined due to the cross-sectional study design. CONCLUSIONS SI was directly related to Anhedonia in addition to Guilt, Sad mood and Motor disturbances. Sad mood and Fatigue were the main bridge nodes linking Anhedonia and SI. To reduce the risk of SI among clinically stable adolescents with depression during the COVID-19 pandemic, specific RDS including Anhedonia, Guilt, Sad mood, Motor disturbances and Fatigue should be targeted in interventions.
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Affiliation(s)
- Hong Cai
- Unit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SAR, China; Centre for Cognitive and Brain Sciences, University of Macau, Macao SAR, China; Institute of Advanced Studies in Humanities and Social Sciences, University of Macau, Macao SAR, China
| | - Zong-Lei Li
- Department of Psychiatry, Xiamen Xianyue Hospital, Xiamen, China
| | - Fan He
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital & the Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Shu-Ying Li
- Department of Psychiatry, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yan-Jie Zhao
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital & the Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Wu-Yang Zhang
- Department of Pediatric Development and Behavior, The third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yao Zhang
- Huashan Hospital, Fudan University, Shanghai, China
| | - Zhaohui Su
- School of Public Health, Southeast University, Nanjing, China
| | - Todd Jackson
- Department of Psychology, University of Macau, Macao SAR, China
| | - Yu-Tao Xiang
- Unit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SAR, China; Centre for Cognitive and Brain Sciences, University of Macau, Macao SAR, China; Institute of Advanced Studies in Humanities and Social Sciences, University of Macau, Macao SAR, China.
| | - Yi-Lang Tang
- Unit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao.
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Dell’Acqua C, Palomba D, Patron E, Messerotti Benvenuti S. Rethinking the risk for depression using the RDoC: A psychophysiological perspective. Front Psychol 2023; 14:1108275. [PMID: 36814670 PMCID: PMC9939768 DOI: 10.3389/fpsyg.2023.1108275] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 01/12/2023] [Indexed: 02/08/2023] Open
Abstract
Considering that the classical categorical approach to mental disorders does not allow a clear identification of at-risk conditions, the dimensional approach provided by the Research Domain Criteria (RDoC) is useful in the exploration of vulnerability to psychopathology. In the RDoC era, psychophysiological models have an important role in the reconceptualization of mental disorders. Indeed, progress in the study of depression vulnerability has increasingly been informed by psychophysiological models. By adopting an RDoC lens, this narrative review focuses on how psychophysiological models can be used to advance our knowledge of the pathophysiological mechanisms underlying depression vulnerability. Findings from psychophysiological research that explored multiple RDoC domains in populations at-risk for depression are reviewed and discussed. Future directions for the application of psychophysiological research in reaching a more complete understanding of depression vulnerability and, ultimately, improving clinical utility, are presented.
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Affiliation(s)
- Carola Dell’Acqua
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy,*Correspondence: Carola Dell’Acqua, ✉
| | - Daniela Palomba
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy
| | | | - Simone Messerotti Benvenuti
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy,Hospital Psychology Unit, Padua University Hospital, Padua, Italy
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18
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Shukla S. High media multitasking habit influences self-referential emotional memory. Cogn Process 2023; 24:71-81. [PMID: 36527529 DOI: 10.1007/s10339-022-01119-9] [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: 06/21/2021] [Accepted: 11/29/2022] [Indexed: 12/23/2022]
Abstract
Previous research (Ophir et al. in Proc Natl Acad Sci 106(37):15583-15587, 10.1073/pnas.0903620106, 2009; Uncapher and Wagner in Proc Natl Acad Sci 115(40):9889-9896, 10.1073/pnas.1611612115, 2018; Wiradhany and Koerts in Media Psychol 24(2):276-303, 10.1080/15213269.2019.1685393, 2021) suggested that different groups (high, low, and moderate) of habitual media multitaskers process information differently. Most of these studies focused on comprehending the cognitive differences among them. But there is considerably less information on their differences in processing emotional stimuli. In this article, using self-referential emotional stimuli ('positive/likeable' and 'negative/dislikeable' words), we aim to examine whether there is any difference in the self-referential emotional memory among different groups of media multitaskers (HMM, MMM, and LMM) using a recall and recognition paradigm. We also investigate whether HMM, MMM, and LMM vary in an emotional categorization task. A total of 120 students (mean age = 20.9 years; males = 84) voluntarily participated and self-reported their preferences for media multitasking using a questionnaire (Ophir et al. 2009). A total of 50 self-referenced words (positive/likeable and negative/dislikeable) were presented to them on a computerized screen for an emotional categorization task. Afterward, they performed a surprise free recall and a recognition task of the same words. Results suggested that HMM were faster in liking 'positive/likeable' words over 'negative/dislikeable' words in emotional categorization tasks in comparison with LMM and MMM. HMM and MMM performed poorly in both the recall and recognition of 'positive/likeable' emotional words compared to LMM. No significant difference was observed in recall and recognition between HMM and MMM. The three groups did not differ significantly in the recall and recognition tasks related to 'negative/dislikeable' emotional words. These findings help understand the differences in processing self-related emotional stimuli among different groups of media multitaskers.
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Affiliation(s)
- Shanu Shukla
- Indian Institute of Management Indore, Prabandh Shikhar, Rau-Pithampur Road, Indore, Madhya Pradesh, India.
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19
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Emotional processing prospectively modulates the impact of anxiety on COVID-19 pandemic-related post-traumatic stress symptoms: an ERP study. J Affect Disord 2022; 303:245-254. [PMID: 35172175 PMCID: PMC8842094 DOI: 10.1016/j.jad.2022.02.027] [Citation(s) in RCA: 2] [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: 07/29/2021] [Revised: 02/01/2022] [Accepted: 02/12/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND Considering that the elevated distress caused by the COVID-19 pandemic, in some cases, led to post-traumatic stress symptoms (PTSS), it has been proposed as a specific traumatic event. The present longitudinal study investigated pre-pandemic motivated attention to emotional stimuli, as indexed by Late Positive Potential (LPP) amplitude, in relation with the potential differential role of anxiety and depressive symptoms in predicting PTSS severity related to the COVID-19 pandemic. METHODS A total of 79 university students initially completed self-report measures of depression and anxiety along with a passive viewing task of emotional (pleasant, unpleasant) and neutral pictures while electroencephaloghic activity was recorded. In December 2020, 57 participants completed a questionnaire assessing PTSS. RESULTS Significant interactions between anxiety and LPP emerged in predicting pandemic-related PTSS, where greater anxiety symptoms predicted PTSS only in individuals with greater LPP to unpleasant or with reduced LPP to pleasant stimuli. LIMITATIONS The prevalence of the female sex, the relatively young age of the participants, as well as the fact that they were all enrolled in a University course might not allow the generalization of the findings. CONCLUSIONS Taken together, the present longitudinal study provided novel evidence on EEG predictors of pandemic-related PTSS that might be useful for the prevention and treatment of PTSS. Indeed, assessing anxiety symptoms and pre-trauma LPP to emotional stimuli might be a useful target for identifying individuals that are more vulnerable to the development of PTSS during times of crisis.
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20
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Giannopoulos AE, Zioga I, Papageorgiou P, Pervanidou P, Makris G, Chrousos GP, Stachtea X, Capsalis C, Papageorgiou C. Evaluating the Modulation of the Acoustic Startle Reflex in Children and Adolescents via Vertical EOG and EEG: Sex, Age, and Behavioral Effects. Front Neurosci 2022; 16:798667. [PMID: 35464323 PMCID: PMC9019526 DOI: 10.3389/fnins.2022.798667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 02/28/2022] [Indexed: 11/15/2022] Open
Abstract
Acoustic startle reflex (ASR) constitutes a reliable, cross-species indicator of sensorimotor and inhibitory mechanisms, showing distinct signature in cognitive aging, sex, and psychopathological characterization. ASR can be modulated by the prepulse inhibition (PPI) paradigm, which comprises the suppression of reactivity to a startling stimulus (pulse) following a weak prepulse (30- to 500-ms time difference), being widely linked to inhibitory capabilities of the sensorimotor system. If the prepulse–pulse tones are more clearly separated (500–2,000 ms), ASR amplitude is enhanced, termed as prepulse facilitation (PPF), reflecting sustained or selective attention. Our study aimed to investigate early-life sensorimotor sex/age differences using Electroencephalographic recordings to measure muscular and neural ASR in a healthy young population. Sixty-three children and adolescents aged 6.2–16.7 years (31 females) took part in the experiment. Neural ASR was assessed by two different analyses, namely, event-related potentials (ERPs) and first-derivative potentials (FDPs). As expected, PPF showed enhanced responses compared with PPI, as indicated by eyeblink, ERP and FDP measures, confirming the gating effect hypothesis. Sex-related differences were reflected in FDPs, with females showing higher ASR than males, suggesting increased levels of poststartle excitability. Intragroup age effects were evaluated via multipredictor regression models, noticing positive correlation between age versus eyeblink and ERP responses. Attention-related ERPs (N100 and P200) showed distinct patterns in PPI versus PPF, potentially indicative for alternative attentional allocation and block-out of sensory overload. Screening measures of participants’ neurodevelopmental (assessed by Wechsler Intelligence Scale for Children) and behavioral (assessed by Child Behavior Checklist) markers were also associated with increased N100/P200 responses, presumably indexing synergy between perceptual consistency, personality profiling, and inhibitory performance. Conclusively, modulation of ASR by PPI and PPF is associated with biological sex and internal/external personality traits in childhood and adolescence, potentially useful to guide symptomatology and prevention of psychopathology.
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Affiliation(s)
- Anastasios E. Giannopoulos
- School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
- *Correspondence: Anastasios E. Giannopoulos,
| | - Ioanna Zioga
- Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Nijmegen, Netherlands
- First Department of Psychiatry, Eginition Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Panos Papageorgiou
- Department of Electrical and Computer Engineering, University of Patras, Patras, Greece
| | - Panagiota Pervanidou
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Gerasimos Makris
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - George P. Chrousos
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Xanthi Stachtea
- Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS” (UMHRI), University Mental Health, Athens, Greece
| | - Christos Capsalis
- School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
| | - Charalabos Papageorgiou
- Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS” (UMHRI), University Mental Health, Athens, Greece
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Feurer C, Granros M, Calentino AE, Suor JH, Burkhouse KL. Risk for youth anxiety during the COVID-19 pandemic: The interactive impact of financial stress and prepandemic electrocortical reactivity to negative self-referential stimuli. Dev Psychobiol 2022; 64:e22250. [PMID: 35312058 PMCID: PMC8943894 DOI: 10.1002/dev.22250] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 01/03/2022] [Accepted: 01/07/2022] [Indexed: 11/11/2022]
Abstract
Despite evidence that stress exposure increases risk for internalizing symptoms in youth, it remains unclear which youth are most vulnerable. This study examined whether youth's prepandemic late positive potential (LPP), an electrocortical marker of sustained attention to affective stimuli, exacerbated the impact of stress on prospective increases in depression and anxiety symptoms from before to during the COVID-19 pandemic. Participants were 29 youth (ages 9-16, 82.8% girls) who completed depression and anxiety symptom measures and an affective words task to assess LPP to positive and negative self-referential stimuli prepandemic onset. Postpandemic onset, approximately 16.03 months (SD = 8.86) after their baseline assessments, youth again completed symptom measures as well as the UCLA Life Stress Interview to assess ongoing social and financial chronic stress. Results indicated a significant interaction between youth LPP to negative words and financial stress. Greater exposure to financial stress during the pandemic predicted greater anxiety symptom increases specifically for youth who demonstrated enhanced prepandemic LPP to negative words. Results were specific to the prediction of anxiety, but not depression, symptoms. If replicated in larger studies, findings highlight enhanced LPP to negative stimuli as a promising target for intervention for youth exposed to greater financial stress.
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Affiliation(s)
- Cope Feurer
- Department of Psychiatry, University of Illinois at ChicagoChicagoIllinoisUSA
| | - Maria Granros
- Department of Psychiatry, University of Illinois at ChicagoChicagoIllinoisUSA
| | - Alison E. Calentino
- Department of Psychiatry, University of Illinois at ChicagoChicagoIllinoisUSA
| | - Jennifer H. Suor
- Department of Psychiatry, University of Illinois at ChicagoChicagoIllinoisUSA
| | - Katie L. Burkhouse
- Department of Psychiatry, University of Illinois at ChicagoChicagoIllinoisUSA
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22
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Morabito DM, Burani K, Hajcak G. Depressive Symptoms Prospectively Predict Peer Victimization: A Longitudinal Study Among Adolescent Females. Child Psychiatry Hum Dev 2022; 53:39-47. [PMID: 33387164 PMCID: PMC8249451 DOI: 10.1007/s10578-020-01100-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 02/03/2023]
Abstract
Research has consistently demonstrated a relationship between peer victimization, a major issue in early adolescence, and depression. However, longitudinal studies examining the relationship between peer victimization and depressive symptoms have yielded mixed results. Thus, the current study examined how specific aspects of peer victimization and subtypes of depressive symptoms are related over a two-year period. Adolescent females (N = 265) completed a questionnaire battery at baseline and two-year follow-up. Results indicated that baseline depressive symptoms prospectively predict peer overt victimization, relational victimization, and decreased prosocial behaviors at follow-up; baseline peer victimization did not predict depressive symptoms at follow-up. Further, results demonstrate the differential predictive value of specific depressive symptoms for overt vs. relational aggression and decreased prosocial behavior. Taken together, this study provides insight into the impact of depressive symptoms on peer victimization and the importance of addressing peer relations in the context of treatment for adolescent depression.
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Serra M, Presicci A, Quaranta L, Achille M, Caputo E, Medicamento S, Margari F, Croce F, Margari L. Associations of High-Sensitivity C-Reactive Protein and Interleukin-6 with Depression in a Sample of Italian Adolescents During COVID-19 Pandemic. Neuropsychiatr Dis Treat 2022; 18:1287-1297. [PMID: 35795592 PMCID: PMC9250896 DOI: 10.2147/ndt.s362536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 05/12/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Many studies highlighted the role of inflammation in the pathogenesis of depression, although not for every patient nor for every symptom. It is widely shared that stressors can increase inflammation and lead to depressive symptoms. Little is known about the symptom-specificity of the inflammation-depression link in adolescence, which we aimed to explore. The single symptom analysis is a core feature of the recent network approach to depression, supposing that psychiatric disorders consist of co-occurring symptoms and their tendency to cause each other. PATIENTS AND METHODS We recruited 52 adolescents diagnosed with a Depressive Disorder during the COVID-19 stressful period. We used regression analysis to measure associations between high sensitivity C-Reactive Protein (hs-CRP) and Interleukin-6 (IL-6) and depressive symptoms assessed by the Children's Depression Inventory 2 (CDI 2). For the study of symptom specificity, we selected 13 items from the CDI 2 Self Report corresponding with the DSM-5 diagnostic criteria for Major Depressive Disorder and we coded them as dichotomous variables to perform a regression analysis. RESULTS We found that a higher CDI 2-Parent Version total score was significantly predicted by higher hs-CRP (coefficient 3.393; p 0.0128) and IL-6 (coefficient 3.128; p 0.0398). The endorsement of the symptom self-hatred, measuring the DSM-5 symptom "feelings of worthlessness", was significantly predicted by hs-CRP (OR 10.97; 95% CI 1.29-93.08; p 0.0282). CONCLUSION A novel symptom-specificity emerged, with hs-CRP significantly predicting the endorsement of the symptom self-hatred, recognized as a core feature of adolescent depression, following the network theory. We considered it a possible phenotypic expression of one depression endophenotype previously causally linked to inflammation. Due to the limited sample size, these preliminary findings require confirmation with future research focusing on the relationship between inflammation and self-hatred and other central nodes of the depression network, representing an opportunity for targeting interventions on crucial symptoms.
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Affiliation(s)
- Maria Serra
- Department of Pharmacy-Pharmaceutical Sciences, University of Bari "Aldo Moro", Bari, Italy
| | - Anna Presicci
- Department of Neuroscience, Sense Organs and Locomotor System, University Hospital "Policlinico", Bari, Italy
| | - Luigi Quaranta
- Department of Computer Science, University of Bari "Aldo Moro", Bari, Italy
| | - Mariaclara Achille
- Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
| | - Elvita Caputo
- Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
| | - Silvia Medicamento
- Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
| | - Francesco Margari
- Department of Basic Medical Science, Neuroscience and Sensory Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Federica Croce
- Department of Basic Medical Science, Neuroscience and Sensory Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Lucia Margari
- Department of Biomedical Sciences and Human Oncology, University of Bari "Aldo Moro", Bari, Italy
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King LS, Salo VC, Kujawa A, Humphreys KL. Advancing the RDoC initiative through the assessment of caregiver social processes. Dev Psychopathol 2021; 33:1648-1664. [PMID: 34311802 PMCID: PMC8792111 DOI: 10.1017/s095457942100064x] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The relationships infants and young children have with their caregivers are fundamental to their survival and well-being. Theorists and researchers across disciplines have attempted to describe and assess the variation in these relationships, leading to a general acceptance that caregiving is critical to understanding child functioning, including developmental psychopathology. At the same time, we lack consensus on how to assess these fundamental relationships. In the present paper, we first review research documenting the importance of the caregiver-child relationship in understanding environmental risk for psychopathology. Second, we propose that the National Institute of Mental Health's Research Domain Criteria (RDoC) initiative provides a useful framework for extending the study of children's risk for psychopathology by assessing their caregivers' social processes. Third, we describe the units of analysis for caregiver social processes, documenting how the specific subconstructs in the domain of social processes are relevant to the goal of enhancing knowledge of developmental psychopathology. Lastly, we highlight how past research can inform new directions in the study of caregiving and the parent-child relationship through this innovative extension of the RDoC initiative.
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Affiliation(s)
- Lucy S King
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Virginia C Salo
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA
| | - Kathryn L Humphreys
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA
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Development of emotion processing and regulation: Insights from event-related potentials and implications for internalizing disorders. Int J Psychophysiol 2021; 170:121-132. [PMID: 34656703 DOI: 10.1016/j.ijpsycho.2021.10.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/03/2021] [Accepted: 10/07/2021] [Indexed: 11/23/2022]
Abstract
Emotionally-salient stimuli receive selective attention and elicit complex neural responses that evolve considerably across development. Event-related potentials (ERPs) optimally capture the dynamics of emotion processing and regulation, with sensitivity to detect changes in magnitude, latency, and maximal location across development. In this selective qualitative review, we summarize evidence of developmental changes in neural reactivity to emotional stimuli and modulation of neural responses during emotion regulation indexed by ERPs across infancy, childhood, and adolescence. The cumulative ERP literature suggests the transition from childhood to adulthood is characterized by a gradual decrease in neural reactivity to emotional stimuli and increased efficiency in attentional allocation towards emotional stimuli. Some studies show sensitivity to emotional stimuli peaks in adolescence, but the evidence is mixed. While both early (<300 ms) and late (>300 ms) ERPs demonstrate sensitivity to emotional stimuli, emotional modulation is more consistently observed in relatively later ERPs across development. The literature additionally shows improvements in regulation abilities across development, though ERP research on developmental changes in emotion regulation is still relatively limited, highlighting a critical direction for future research. Finally, we briefly discuss changes in emotion-related ERPs relevant to the emergence of depression and anxiety. Findings from this review indicate that ERPs provide abundant information about the development of emotion processing and regulation, with potential clinical utility for detecting early-emerging vulnerabilities for internalizing forms of psychopathology.
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Weinberg A, Correa KA, Stevens ES, Shankman SA. The emotion-elicited late positive potential is stable across five testing sessions. Psychophysiology 2021; 58:e13904. [PMID: 34292629 DOI: 10.1111/psyp.13904] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 04/30/2021] [Accepted: 06/24/2021] [Indexed: 12/13/2022]
Abstract
Many studies have examined associations between neural and behavioral markers of attention to emotion and individual differences in affective functioning. However, the majority of these studies are cross-sectional, and examine associations between brain, behavior, and individual differences at one or two time-points, limiting our understanding of the extent to which these neural responses reflect trait-like patterns of attention. The present study used the Emotional Interrupt paradigm, and examined the stability and trajectory of behavioral (i.e., reaction time to targets following task-irrelevant appetitive, neutral, and aversive images), and neural responses to images (i.e., the late positive potential or LPP), across five sessions separated by one week in 86 individuals. Additionally, we examined the extent to which the LPP and behavioral measures were sensitive to naturally occurring daily fluctuations in positive and negative affect. Results indicate that, though the magnitude of the conditional LPP waveforms decreased over time, the degree of emotional modulation (i.e., differentiation of emotional from neutral) did not; in fact, differentiation of appetitive from neutral increased over time. Behavioral responses were similarly stable across sessions. Additionally, we largely did not observe significant effects of state positive and negative affect on the LPP or behavior over time. Finally, the LPP elicited by appetitive images significantly predicted reaction time to targets following these images. These data suggest that neural and behavioral markers of attention to motivationally salient cues may be trait-like in nature, and may be helpful in future studies seeking to identify markers of vulnerability for diverse forms of psychopathology.
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Affiliation(s)
- Anna Weinberg
- Department of Psychology, McGill University, Montreal, QC, Canada
| | - Kelly A Correa
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA.,Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, USA
| | - Elizabeth S Stevens
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Stewart A Shankman
- Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA.,Department of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, USA
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Neurophysiological Responses to Interpersonal Emotional Images: Associations with Symptoms of Depression and Social Anxiety. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2021; 21:1306-1318. [PMID: 34272679 DOI: 10.3758/s13415-021-00925-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/31/2021] [Indexed: 01/21/2023]
Abstract
Affective neuroscience research using electrocortical event-related potentials has provided valuable insights on alterations in emotion processing in internalizing disorders. However, internalizing disorders are accompanied by additional impairments in social cognition and functioning, and most extant research examines neural responses to broad categories of emotional scenes or faces presented irrespective of context. Examining neural reactivity specifically to interpersonal emotional scenes may more precisely capture and disentangle processes involved in depression and social anxiety, two highly comorbid forms of psychopathology. The current study validated a novel set of positive and threatening interpersonal emotional stimuli in a sample of emerging adults (N = 114) who completed a modified emotional interrupt paradigm while electroencephalogram and behavioral data were recorded. Participant ratings of valence and arousal supported the validity of the emotional images. Consistent with prior research, sustained neurophysiological processing indexed by the late positive potential (LPP) was observed for interpersonal emotional images, especially positive, compared with neutral images. Elevated LPP reactivity to both positive and threatening interpersonal images moderated the effects of chronic interpersonal stress on social anxiety symptoms, such that enhanced LPP reactivity in conjunction with higher levels of chronic interpersonal stress was associated with elevated social anxiety symptoms. These results were unique to social anxiety symptoms and not symptoms of depression, suggesting sustained neural processing of interpersonal stimuli may differentiate social anxiety from depression. Future research on emotional reactivity specifically within the interpersonal domain is needed to inform our understanding of developmental pathways to internalizing psychopathology.
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Abstract
The odds ratio (OR) for gender differences in major depression is 1.95, averaged meta-analytically over all ages and nations. The gender difference appears by age 12, OR = 2.37, and peaks at OR = 3.02 for ages 13-15. Using the ABC (affective, biological, cognitive) model as a framework within a vulnerability-stress approach, we consider the evidence for biological vulnerabilities (genes, pubertal hormones, and pubertal timing), affective vulnerabilities (temperament), and cognitive vulnerabilities (negative cognitive style, objectified body consciousness, and rumination). The impact of stress is central to the vulnerability-stress model, and we review evidence on gender differences in stress exposure, emphasizing gender differences in sex-related traumas such as child sexual abuse and rape. Finally, we examine sociocultural factors that may contribute to the gender difference, including the media and gender inequality. An implication for research methods is that single-gender designs should be questioned. Regarding clinical implications, the vulnerabilities and stressors identified in this review should contribute to personalized interventions with depressed individuals, especially depressed women.
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Allison GO, Benau EM, Asbaghi S, Pagliacco D, Stewart JG, Auerbach RP. Neurophysiological Markers Related to Negative Self-referential Processing Differentiate Adolescent Suicide Ideators and Attempters. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2021; 1:16-27. [PMID: 36324429 PMCID: PMC9616352 DOI: 10.1016/j.bpsgos.2021.04.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/31/2021] [Accepted: 04/02/2021] [Indexed: 11/22/2022] Open
Abstract
Background Adolescent suicide is a major public health concern, and presently, there is a limited understanding of the neurophysiological correlates of suicidal behaviors. Cognitive models of suicide indicate that negative views of the self are related to suicidal thoughts and behaviors, and this study investigated whether behavioral and neural correlates of self-referential processing differentiate suicide ideators from recent attempters. Methods Adolescents with depression reporting current suicidal ideation and no lifetime suicide attempts (suicide ideators, n = 30) and past-year suicide attempts (recent attempters, n = 26) completed a self-referential encoding task while high-density electroencephalogram data were recorded. Behavioral analyses focused on negative processing bias (i.e., tendency to attribute negative information as being self-relevant) and drift rate (i.e., slope of reaction time and response type that corresponds to how quickly information is accumulated to make a decision about whether words are self-referent). Neurophysiological markers probing components reflecting early semantic monitoring (P2), engagement (early late positive potential), and effortful encoding (late late positive potential) also were tested. Results Adolescent suicide ideators and recent suicide attempters reported comparable symptom severity, suicide ideation, and mental disorders. Although there were no behavioral differences, compared with suicide ideators, suicide attempters exhibited greater P2 amplitudes for negative versus positive words, which may reflect enhanced attention and arousal in response to negative self-referential stimuli. There were no group differences for the early or late late positive potential. Conclusions Enhanced sensory arousal in response to negative stimuli-that is, attentional orienting to semantic, emotional, and self-relevant features-differentiates adolescent suicide attempters from ideators and thus may signal risk for suicidal behavior.
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Affiliation(s)
- Grace O. Allison
- Department of Psychiatry, Columbia University, New York, New York
| | - Erik M. Benau
- Department of Psychiatry, Columbia University, New York, New York
| | - Steven Asbaghi
- Department of Psychiatry, Columbia University, New York, New York
| | - David Pagliacco
- Department of Psychiatry, Columbia University, New York, New York
| | - Jeremy G. Stewart
- Department of Psychology and Centre for Neuroscience Studies, Queen’s University, Kingston, Ontario, Canada
| | - Randy P. Auerbach
- Department of Psychiatry, Columbia University, New York, New York
- Division of Clinical Developmental Neuroscience, Sackler Institute, New York, New York
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Neurophysiological Responses to Interpersonal Emotional Images Prospectively Predict the Impact of COVID-19 Pandemic-Related Stress on Internalizing Symptoms. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 6:887-897. [PMID: 33727140 DOI: 10.1016/j.bpsc.2021.03.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/05/2021] [Accepted: 03/07/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Exposure to stressful events related to the COVID-19 coronavirus pandemic has been associated with increases in the prevalence of depression and anxiety, raising questions about vulnerabilities that make some individuals more susceptible to internalizing symptoms following stress exposure. METHODS This prospective study examined the effects of neurophysiological reactivity to positive and threatening interpersonal stimuli, indexed by the late positive potential (LPP) event-related potential, in conjunction with exposure to interpersonal pandemic-related stressors in the prediction of internalizing symptom changes from before to during the pandemic. Emerging adults (n= 75) initially completed measures of internalizing symptoms and an interpersonal emotional images task while an electroencephalogram was recorded pre-pandemic and were recontacted during the COVID-19 pandemic in May 2020 to complete measures of exposure to pandemic-related stressful events and current internalizing symptoms. RESULTS Results indicated that emerging adults experienced numerous stressful events associated with the pandemic, as well as overall increases in symptoms of depression and traumatic intrusions during the pandemic. Furthermore, significant interactions between LPP reactivity to positive and threatening interpersonal stimuli and interpersonal stress exposure emerged in the prediction of internalizing symptoms, controlling for baseline symptoms. Under high exposure to interpersonal stressors, reduced positive LPPs predicted increases in depressive symptoms while enhanced threatening LPPs predicted increases in traumatic intrusions. CONCLUSIONS These findings highlight the mental health impacts of the COVID-19 pandemic on emerging adults, and the role of individual differences in neurophysiological reactivity to emotional stimuli in vulnerability for depression and traumatic intrusions following stress exposure.
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31
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Bone JK, Lewis G, Roiser JP, Blakemore SJ, Lewis G. Recall bias during adolescence: Gender differences and associations with depressive symptoms. J Affect Disord 2021; 282:299-307. [PMID: 33421856 PMCID: PMC7615279 DOI: 10.1016/j.jad.2020.12.133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 11/17/2020] [Accepted: 12/24/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND There is a sharp increase in depression in females in mid-adolescence, but we do not understand why. Cognitive theories suggest that people with depression have negative biases in recalling self-referential information. We tested whether recall biases were more negative in girls in early and mid-adolescence and were associated with depressive symptoms. METHODS 315 young and 263 mid-adolescents (11-12 and 13-15 years) completed a surprise test, assessing recall of social evaluation about the self (self-referential) or another person (other-referential). The short Mood and Feelings Questionnaire measured depressive symptoms. We tested the effects of condition (self-referential/other-referential), valence (positive/negative), gender, and age group on correct recall (hits) and associations with depressive symptoms. RESULTS There was no evidence for gender or age differences in positive or negative self-referential recall. Self-referential positive hits were negatively associated with depressive symptoms (adjusted coefficient=-0.38, 95% CI=-0.69-0.08, p=0.01). Self-referential negative hits were positively associated with depressive symptoms (adjusted coefficient=0.45, 95% CI=0.15-0.75, p=0.003), and this association was stronger in females (adjusted interaction p=0.04). LIMITATIONS The reliability and validity of the recall task are unknown. We cannot provide evidence of a causal effect of recall on depressive symptoms in this cross-sectional study. CONCLUSIONS Adolescents who recalled more self-referential negative and fewer self-referential positive words had more severe depressive symptoms. Females did not demonstrate more recall biases, but the association between self-referential negative hits and depressive symptoms was stronger in females. Negative self-referential recall may be a risk factor for depressive symptoms and is a good candidate for longitudinal studies.
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Affiliation(s)
- Jessica K Bone
- Division of Psychiatry, University College London, London, UK.
| | - Gemma Lewis
- Division of Psychiatry, University College London, London, UK
| | - Jonathan P Roiser
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Sarah-Jayne Blakemore
- Institute of Cognitive Neuroscience, University College London, London, UK; Department of Psychology, University of Cambridge, Cambridge, UK
| | - Glyn Lewis
- Division of Psychiatry, University College London, London, UK
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32
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Kim D, Kwon HJ, Ha M, Lim MH, Kim KM. Network analysis for the symptom of depression with Children's Depression Inventory in a large sample of school-aged children. J Affect Disord 2021; 281:256-263. [PMID: 33341007 DOI: 10.1016/j.jad.2020.12.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 11/27/2020] [Accepted: 12/01/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Depressive disorders have various symptom presentations, which may have complex and dynamic interactions. This study aimed to investigate the network structures underlying the symptoms and to identify the central symptoms of depression in school-aged children. METHODS Participants were a large community sample of elementary school children aged 6 to 12 years (N = 10,233). To assess the depressive symptoms, we utilized the Children's Depression Inventory (CDI). We binarized the scores on the CDI to generate a symptom network using the eLasso method, based on the Ising model. We evaluated the centralities in individual symptoms using the network centrality indices and the associations between symptoms. RESULTS Of the symptoms, loneliness, self-hatred, school dislike, and low self-esteem were the most central symptoms in the network of depressive symptoms. School work difficulty-school performance decrement, sadness-crying, self-hatred-negative body image, low self-esteem-fight, anhedonia-school dislike, sadness-loneliness, self-deprecation-school work difficulty, and school dislike-lack of friendship had significantly higher edge weight than most edges. The estimated network between the symptoms was robust to stability and accuracy tests. LIMITATIONS Participants were not clinical but community samples, who show lower level of symptoms. CONCLUSION The present symptom network analysis provided important insights on various interconnectivities between individual symptoms in childhood depression and on the central symptoms. In addition, our findings presented both similarities and differences with a previous Western study, thus, warranting future cross-cultural studies.
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Affiliation(s)
- Dohyun Kim
- Department of Psychiatry, Dankook University Hospital, Cheonan, Korea; Department of Psychiatry, Dankook University College of Medicine, Cheonan, Korea
| | - Ho-Jang Kwon
- Environmental Health Center, Dankook University Medical Center, Cheonan, Korea; Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Korea
| | - Mina Ha
- Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Korea
| | - Myung Ho Lim
- Environmental Health Center, Dankook University Medical Center, Cheonan, Korea; Department of Psychology, Dankook University College of Health Science, Cheonan, Korea
| | - Kyoung Min Kim
- Department of Psychiatry, Dankook University Hospital, Cheonan, Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Korea.
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Liu P, Vandemeer MRJ, Joanisse MF, Barch DM, Dozois DJA, Hayden EP. Depressogenic self-schemas are associated with smaller regional grey matter volume in never-depressed preadolescents. NEUROIMAGE-CLINICAL 2020; 28:102422. [PMID: 32949875 PMCID: PMC7502366 DOI: 10.1016/j.nicl.2020.102422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/03/2020] [Accepted: 09/04/2020] [Indexed: 11/26/2022]
Abstract
Self-referential processing (i.e., self-schemas that guide processing of self-descriptive information) emerges early in youth, with deeper encoding of negative self-descriptors and/or shallower encoding of positive self-descriptors causally linked to depression. However, the relationship between depressogenic self-schemas and brain structure is unclear. We investigated associations between self-schemas and regional grey matter volume (GMV) in 84 never-depressed preadolescents oversampled for depression risk based on maternal depression history. Self-schemas were assessed using a Self-Referent Encoding Task (SRET) and regional GMV was indexed via voxel-based morphometry analysis of structural magnetic resonance imaging data. Youths' positive self-schemas were associated with greater regional GMV within the ventrolateral prefrontal cortex (vlPFC) and posterior cingulate cortex (PCC), while negative self-schemas were associated with smaller regional GMV within vlPFC and PCC, areas important to emotion regulation and self-referential processing. These associations remained significant after controlling for youths' concurrent depressive symptoms. Exploratory mediation analysis suggested that adolescents' depressogenic self-schemas may mediate associations between GMV and depressive symptoms. Our findings suggest that the observed GMV variations within vlPFC and PCC may serve as neurobiological markers of depressogenic self-schemas during preadolescence.
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Affiliation(s)
- Pan Liu
- Department of Psychology, Western University, Westminster Hall, 361 Windermere Rd, London, ON N6G 2K3, Canada; The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, London, ON N6A 3K7, Canada.
| | - Matthew R J Vandemeer
- Department of Psychology, Western University, Westminster Hall, 361 Windermere Rd, London, ON N6G 2K3, Canada; The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, London, ON N6A 3K7, Canada
| | - Marc F Joanisse
- Department of Psychology, Western University, Westminster Hall, 361 Windermere Rd, London, ON N6G 2K3, Canada; The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, London, ON N6A 3K7, Canada
| | - Deanna M Barch
- Psychological and Brain Sciences, Washington University in St. Louis, Campus Box 1125, 1 Brookings Drive, St. Louis, MO 63130, USA
| | - David J A Dozois
- Department of Psychology, Western University, Westminster Hall, 361 Windermere Rd, London, ON N6G 2K3, Canada
| | - Elizabeth P Hayden
- Department of Psychology, Western University, Westminster Hall, 361 Windermere Rd, London, ON N6G 2K3, Canada; The Brain and Mind Institute, Western University, Western Interdisciplinary Research Building, London, ON N6A 3K7, Canada
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Mulligan EM, Hajcak G, Crisler S, Meyer A. Increased dehydroepiandrosterone (DHEA) is associated with anxiety in adolescent girls. Psychoneuroendocrinology 2020; 119:104751. [PMID: 32559611 PMCID: PMC7423745 DOI: 10.1016/j.psyneuen.2020.104751] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 05/26/2020] [Accepted: 05/30/2020] [Indexed: 01/02/2023]
Abstract
The pubertal period is a time of rapid increase in the incidence of anxiety disorders, and thus, pubertal hormones may play a role in the precipitation of anxious psychopathology. DHEA, a steroid hormone that surges in adolescence, has been previously linked to anxiety, although the direction of this effect has been mixed. Using a cross-sectional design in a sample of 286 adolescent girls, the present study examined associations between salivary DHEA concentrations and self-report and interview-based measures of anxiety while controlling for pubertal status, menarche status, assessment time of day, and other hormones including testosterone, estradiol, and progesterone. Increased salivary DHEA concentrations were associated with more self-reported anxiety symptoms, increased anxiety symptom counts based on clinical interview, and increased probability of an anxiety disorder. Out of all anxiety symptom domains examined, generalized anxiety disorder symptoms were the best predictor of salivary DHEA concentrations after controlling for pubertal development. Collectively, our findings suggest relevance for DHEA in the development of anxiety in the pubertal period, as well as a robust relationship between DHEA and emerging symptoms of pathological worry during adolescence. The present study underscores the importance of examining associations between DHEA concentrations and anxiety in longitudinal designs.
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Affiliation(s)
| | - Greg Hajcak
- Florida State University Department of Psychology Tallahassee, FL 32304,Florida State University Department of Biomedical Sciences Tallahassee, FL 32306
| | - Sierah Crisler
- Florida State University Department of Psychology Tallahassee, FL 32304
| | - Alexandria Meyer
- Florida State University Department of Psychology Tallahassee, FL 32304
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McLean MA, Van den Bergh BR, Baart M, Vroomen J, van den Heuvel MI. The late positive potential (LPP): A neural marker of internalizing problems in early childhood. Int J Psychophysiol 2020; 155:78-86. [DOI: 10.1016/j.ijpsycho.2020.06.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 05/16/2020] [Accepted: 06/11/2020] [Indexed: 10/24/2022]
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Ruchensky JR, Bauer EA, MacNamara A. Intolerance of uncertainty, depression and the error-related negativity. Int J Psychophysiol 2020; 153:45-52. [PMID: 32330538 DOI: 10.1016/j.ijpsycho.2020.04.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 03/03/2020] [Accepted: 04/14/2020] [Indexed: 12/28/2022]
Abstract
Prior work has yielded contradictory findings regarding the association between depression and the error-related negativity (ERN), an event-related potential thought to reflect individual variation in sensitivity to internal threat (i.e., errors), and the error positivity (Pe), which is thought to reflect more elaborative, conscious processing of errors. One possibility is that variation in transdiagnostic dimensional constructs related to threat processing might help explain inconsistencies in the relationship between depression and the ERN and Pe. Here, we used a large, unselected sample (N = 100) to determine whether variation in intolerance of uncertainty (IU), a transdiagnostic trait dimension that is implicated in both depression and anxiety, might moderate associations between depressive symptomatology and error processing. Results showed that greater levels of depressive symptomatology were associated with larger ΔERNs (error minus correct trials) when IU was low, but were unrelated to ΔERN when IU was high; main effects of depression and IU on ΔERN were not observed. The Pe was not associated with IU or depression. Additionally, IU, but not depression, was associated with faster response times on error and correct trials. Overall, results suggest that error processing may differ for individuals with elevated depression with versus without elevated IU. Moreover, prior failures to observe associations between depression and the ERN might stem from failure to account for related transdiagnostic constructs.
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Affiliation(s)
- Jared R Ruchensky
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, United States of America.
| | - Elizabeth A Bauer
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, United States of America
| | - Annmarie MacNamara
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX, United States of America
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Bonmassar C, Widmann A, Wetzel N. The impact of novelty and emotion on attention-related neuronal and pupil responses in children. Dev Cogn Neurosci 2020; 42:100766. [PMID: 32452459 PMCID: PMC7068055 DOI: 10.1016/j.dcn.2020.100766] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 12/13/2019] [Accepted: 02/01/2020] [Indexed: 11/21/2022] Open
Abstract
Focusing on relevant and ignoring irrelevant information is essential for many learning processes. The present study investigated attention-related brain activity and pupil dilation responses, evoked by task-irrelevant emotional novel sounds. In the framework of current theories about the relation between attention and the locus coeruleus-norepinephrine (LC-NE) system, we simultaneously registered event-related potentials (ERPs) in the EEG and changes in pupil diameter (PDR). Unexpected emotional negative and neutral environmental novel sounds were presented within a sequence of repeated standard sounds to 7-10-year-old children and to adults, while participants focused on a visual task. Novel sounds evoked distinctive ERP components, reflecting attention processes and a biphasic PDR in both age groups. Amplitudes of the novel-minus-standard ERPs were increased in children compared to adults, indicating immature neuronal basis of auditory attention in middle childhood. Emotional versus neutral novel sounds evoked increased responses in the ERPs and in the PDR in both age groups. This demonstrates the increased impact of emotional sounds on attention mechanisms and indicates an advanced level of emotional information processing in children. The similar pattern of novel-related PDR and ERPs is conforming to recent theories, emphasizing the role of the LC-NE system in attention processes adding a developmental perspective.
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Affiliation(s)
| | - Andreas Widmann
- Leibniz Institute for Neurobiology, Magdeburg, Germany; Institute of Psychology, Leipzig University, Leipzig, Germany
| | - Nicole Wetzel
- Leibniz Institute for Neurobiology, Magdeburg, Germany; University of Applied Sciences Magdeburg-Stendal, Germany; Center for Behavioral Brain Sciences, Magdeburg, Germany
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Grunewald M, Döhnert M, Brandeis D, Klein AM, von Klitzing K, Matuschek T, Stadelmann S. Attenuated LPP to Emotional Face Stimuli Associated with Parent- and Self-Reported Depression in Children and Adolescents. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 47:109-118. [PMID: 29679244 DOI: 10.1007/s10802-018-0429-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Individuals diagnosed with a depressive disorder have been found to show reduced reactions to emotional information consistent with the hypothesis of an emotional context insensitivity. However, there are contradictory findings of enhanced reactivity and mood-congruent processing. Electroencephalography (EEG) recordings of the late positive potential (LPP) can display such blunted or enhanced activity. Due to these contradictory findings, there is a need to clarify the role of the LPP in the emergence and presence of depressive disorders especially in children. We used an emotional Go/NoGo task to investigate modulations of the LPP to emotional (fearful, happy, sad) and calm faces in a sample of children and adolescents (age 11;00-14;11) diagnosed with a depressive disorder according to diagnostic parent interviews (K-SADS-PL) (n = 26) compared to a group of age-matched healthy controls (n = 26). LPP positivity was attenuated in children and adolescents with a depressive disorder as well as with higher self-reported depressive symptoms, suggesting reduced reactivity to emotional and calm faces. This is the first study to find generally blunted LPP responses in a clinical sample of depressed youth across reporters. Such dysfunctional modulation of neural activity may represent a potential biomarker for depressive disorders. The results call for further prospective studies investigating the course of the LPP before and after the onset of a depressive disorder in youth.
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Affiliation(s)
- Madlen Grunewald
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany. .,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany.
| | - Mirko Döhnert
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany. .,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany.
| | - Daniel Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, Mannheim, Germany.,Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland.,Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland.,Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Annette Maria Klein
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany.,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany
| | - Kai von Klitzing
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany.,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany
| | - Tina Matuschek
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany.,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany
| | - Stephanie Stadelmann
- LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany.,Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, Universität Leipzig, Leipzig, Germany
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Liu P, Vandermeer MRJ, Joanisse MF, Barch DM, Dozois DJA, Hayden EP. Neural Activity During Self-referential Processing in Children at Risk for Depression. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 5:429-437. [PMID: 32081615 DOI: 10.1016/j.bpsc.2019.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 12/10/2019] [Accepted: 12/16/2019] [Indexed: 11/16/2022]
Abstract
BACKGROUND According to cognitive theories of depression, more negative and less positive self-schemas are thought to play a causal role in the disorder. Existing evidence speaks to the neural substrates of self-referential processes in both healthy and depressed individuals, but little is known about how the brain relates to self-referential processing in the context of depression risk in children. We therefore studied the neural substrates of self-referential processing in never-depressed preadolescent children at high and low risk for depression based on maternal depression history. METHODS A total of 87 never-depressed 10-12-year-old children (29 with maternal depression) completed a self-referential encoding task during a functional magnetic resonance imaging session, in which they were presented a series of positive and negative trait adjectives and endorsed whether each word was self-descriptive. Small volume correction analyses were conducted within 7 regions of interest that are important for self-referential and emotion-related processes. RESULTS Analyses of small volume correction indicated that high-risk children showed greater activation in the ventrolateral prefrontal cortex and ventromedial prefrontal cortex during the positive-word self-referential encoding task condition than low-risk children. Ventrolateral prefrontal cortex activation mediated the association between maternal depression and child depressive symptoms only when children had lower positive self-schemas, indicating that more positive self-schemas may protect at-risk children from developing depressive symptoms. CONCLUSIONS Cortical midline and prefrontal regions are important to self-, emotion-, and regulation-related processes. Heightened activation within these regions in never-depressed high-risk children indicates that these neurobiological substrates may mediate early vulnerability to depression in the context of cognitive processes relevant to self-concepts.
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Affiliation(s)
- Pan Liu
- Department of Psychology, University of Western Ontario, London, Ontario, Canada; The Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada.
| | - Matthew R J Vandermeer
- Department of Psychology, University of Western Ontario, London, Ontario, Canada; The Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada
| | - Marc F Joanisse
- Department of Psychology, University of Western Ontario, London, Ontario, Canada; The Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada
| | - Deanna M Barch
- Psychological and Brain Sciences, Washington University, St. Louis, Missouri
| | - David J A Dozois
- Department of Psychology, University of Western Ontario, London, Ontario, Canada
| | - Elizabeth P Hayden
- Department of Psychology, University of Western Ontario, London, Ontario, Canada; The Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada
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40
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Event-related potential and behavioural differences in affective self-referential processing in long-term meditators versus controls. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2020; 20:326-339. [DOI: 10.3758/s13415-020-00771-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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41
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Whalen DJ, Gilbert KE, Kelly D, Hajcak G, Kappenman ES, Luby JL, Barch DM. Preschool-Onset Major Depressive Disorder is Characterized by Electrocortical Deficits in Processing Pleasant Emotional Pictures. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 48:91-108. [PMID: 31515716 PMCID: PMC7286427 DOI: 10.1007/s10802-019-00585-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Reductions in positive affect are a salient feature of preschool-onset major depressive disorder. Yet, little is known about the psychophysiological correlates of this blunted positive affect and whether reduced physiological responding to pleasant stimuli may differentiate depressed and healthy young children. 120 four-to-seven year old children with current depression and 63 psychiatrically healthy 4-to-7 year old children completed a simple picture-viewing task of pleasant and neutral pictures while event-related potentials (ERPs) were recorded. The early-childhood version of the Kiddie Schedule for Affective Disorders and Depression was used to establish psychiatric diagnoses. A one-way ANCOVA was used to test for group differences in response to pleasant and neutral pictures. Young children with depression showed a reduced response to pleasant vs. neutral pictures (LPP), after controlling for children's age (F(1,180) = 4.15, p = 0.04, η2 = 0.02). The LPP for the children with preschool-onset depression (M = 0.99, SE = 0.65) was significantly smaller than the LPP in the healthy group of young children (M = 3.27, SE = 0.90). This difference did not vary as a function of depression or anhedonia severity within the group with depression or the healthy children. Similar to older children and adolescents with depression, young children with depression display reductions in responsivity to pleasant stimuli as indexed by the LPP. These findings extend prior findings indicating a blunted response to pleasant stimuli in preschool- onset depression. Given the greater neuroplasticity of emotional response and regulation, these findings suggest clinical attention to emotional response to pleasure is an important target in preschool-onset depression. Clinical trial registration information: A Randomized Control Trial of PCIT-ED for Preschool Depression; http://clinicaltrials.gov/;NCT02076425.
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Affiliation(s)
- Diana J Whalen
- Department of Psychiatry, Washington University School of Medicine in St. Louis, 4444 Forest Park, Suite 2100, St. Louis, MO, 63108, USA.
| | - Kirsten E Gilbert
- Department of Psychiatry, Washington University School of Medicine in St. Louis, 4444 Forest Park, Suite 2100, St. Louis, MO, 63108, USA
| | - Danielle Kelly
- Department of Psychiatry, Washington University School of Medicine in St. Louis, 4444 Forest Park, Suite 2100, St. Louis, MO, 63108, USA
| | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Emily S Kappenman
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Joan L Luby
- Department of Psychiatry, Washington University School of Medicine in St. Louis, 4444 Forest Park, Suite 2100, St. Louis, MO, 63108, USA
| | - Deanna M Barch
- Department of Psychiatry, Washington University School of Medicine in St. Louis, 4444 Forest Park, Suite 2100, St. Louis, MO, 63108, USA
- The Program in Neuroscience, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
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42
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Ke T, Wu J, Willner CJ, Brown Z, Banz B, Van Noordt S, Waters AC, Crowley MJ. The glass is half empty: Negative self-appraisal bias and attenuated neural response to positive self-judgment in adolescence. Soc Neurosci 2019; 15:140-157. [PMID: 31760856 DOI: 10.1080/17470919.2019.1697744] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Substantial changes in cognitive-affective self-referential processing occur during adolescence. We studied the behavioral and ERP correlates of self-evaluation in healthy male and female adolescents aged 12-17 (N = 109). Participants completed assessments of depression symptoms and puberty as well as a self-referential encoding task while 128-channel high-density EEG data were collected. Depression symptom severity was associated with increased endorsement of negative words and longer reaction times. In an extreme group analysis, a negative appraisal-bias subsample (n = 28) displayed decreased frontal P2 amplitudes to both positive and negative word stimuli, reflecting reduced early attentional processing and emotional salience. Compared to the positive appraisal-bias subsample (n = 27), the negative appraisal-bias subsample showed reduced LPP to positive words but not negative words, suggesting attenuated sustained processing of positive self-relevant stimuli. Findings are discussed in terms of neural processes associated with ERPs during negative versus positive self-appraisal bias, and developmental implications.
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Affiliation(s)
- Tianyuan Ke
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA.,Psychology and Language Science, University College London, London, UK
| | - Jia Wu
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Cynthia J Willner
- Yale Center for Emotional Intelligence, Yale Child Study Center, New Haven, CT, USA
| | | | - Barbara Banz
- Yale Center for Emotional Intelligence, Yale Child Study Center, New Haven, CT, USA
| | - Stefon Van Noordt
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Allison C Waters
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, Department of Neuroscience, New York, NY, USA
| | - Michael J Crowley
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
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43
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Levinson AR, Speed BC, Hajcak G. Neural Response to Pleasant Pictures Moderates Prospective Relationship Between Stress and Depressive Symptoms in Adolescent Girls. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2019; 48:643-655. [PMID: 29412004 PMCID: PMC6191361 DOI: 10.1080/15374416.2018.1426004] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Adolescent girls are at increased risk for depression, which is thought to result from the interaction of biological vulnerabilities and life stressors common to adolescent girls. A blunted late positive potential (LPP) to emotional stimuli (i.e., pleasant and unpleasant) has been associated with depressive symptoms and risk. The current study of adolescent girls examines the moderating effects of the LPP, a candidate biomarker of depression, of the link between life stress and increases in depressive symptoms over 1 year. We measured LPP to pleasant and unpleasant pictures from the International Affective Picture Set among 143 predominantly Caucasian adolescent girls ages 8 to 14, who also reported on the frequency of common life stressors. Self-reported depressive symptoms were assessed both at baseline and 1 year after the initial lab visit. The LPP to pleasant pictures moderated the relationship between baseline life stressors and the change in depressive symptoms. Specifically, life stress was associated with increases in depressive symptoms when the LPP to pleasant pictures was blunted, whereas life stress was associated with decreases in depressive symptoms when the LPP to pleasant pictures was potentiated. These effects showed some specificity to family and school-related stressors and to anhedonic and efficacy-related depressive symptoms. A similar pattern, though not statistically significant, was found for the LPP to unpleasant pictures. Together, these findings suggest that the LPP to pleasant pictures may represent a useful biomarker in identifying individuals at greatest risk of experiencing depressive symptoms following stress.
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Affiliation(s)
- Amanda R. Levinson
- Department of Psychology, Stony Brook University, Florida State University
| | - Brittany C. Speed
- Department of Psychology, Stony Brook University, Florida State University
| | - Greg Hajcak
- Department of Psychology, Florida State University and Department of Biomedical Sciences, Florida State University
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44
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Sandre A, Bagot RC, Weinberg A. Blunted neural response to appetitive images prospectively predicts symptoms of depression, and not anxiety, during the transition to university. Biol Psychol 2019; 145:31-41. [DOI: 10.1016/j.biopsycho.2019.04.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 04/01/2019] [Accepted: 04/04/2019] [Indexed: 01/21/2023]
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45
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Simonetti A, Lijffijt M, Kahlon RS, Gandy K, Arvind RP, Amin P, Arciniegas DB, Swann AC, Soares JC, Saxena K. Early and late cortical reactivity to passively viewed emotional faces in pediatric bipolar disorder. J Affect Disord 2019; 253:240-247. [PMID: 31060010 DOI: 10.1016/j.jad.2019.04.076] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 03/30/2019] [Accepted: 04/17/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND We studied emotional information processing in youth with pediatric bipolar disorder (pBD) using the late positive potential (LPP), assessing automatic allocation of attentional resources to emotionally salient stimuli, and the occipital P1, assessing early sensory processing. METHODS Participants were 20 youth with pBD and 26 healthy controls (HC). Participants passively viewed faces with a fearful, neutral or happy expressions. Group differences were tested with general linear models. P1 was included to examine modulating effects on LPP. We calculated Bayes factor (BF) values to express strength of evidence for choosing one hypothesis over another. RESULTS A significant emotion by group interaction for LPP amplitude was associated with a larger amplitude for happy faces for pBD than HC (F[1,40] = 6.04, p = .018); this was not modulated by P1 amplitude or latency. P1 amplitude did not differ between groups, although P1 peaked earlier for HC (F[1,40] = 5.45, p = .025). BF for LPP was 2.93, suggesting moderate evidence favoring H1. BF for P1 latency of 14.58 suggests strong evidence favoring H1. LIMITATIONS Inclusion of children and adolescents prohibited careful control for neurodevelopmental effects. CONCLUSIONS Larger LPP amplitude for happy faces without change in P1 suggests enhanced automatic allocation of attentional resources to positive information in pBD. Delayed P1 latency in pBD suggests slower early processing of emotional information.
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Affiliation(s)
- Alessio Simonetti
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Neurology and Psychiatry, Sapienza University of Rome, Italy; Centro Lucio Bini, Rome, Italy.
| | - Marijn Lijffijt
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Mental Health Care Line, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Ramandeep S Kahlon
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Psychiatry, Texas Children's Hospital, Houston, TX, USA
| | - Kellen Gandy
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Psychiatry, Texas Children's Hospital, Houston, TX, USA
| | - Ruchir P Arvind
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center, Houston, TX, USA
| | - Pooja Amin
- Center for Leading Edge Addiction Research (CLEAR), Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, USA
| | - David B Arciniegas
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Behavioral Neurology Section, Department of Neurology, University of Colorado School of Medicine, Aurora, CO, USA; Marcus Institute for Brain Health, University of Colorado School of Medicine, Aurora, CO, USA
| | - Alan C Swann
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Mental Health Care Line, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Jair C Soares
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center, Houston, TX, USA
| | - Kirti Saxena
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA; Department of Psychiatry, Texas Children's Hospital, Houston, TX, USA
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46
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Connell AM, Danzo S, Magee K, Uhlman R. Children's appraisals of maternal depression and responses to emotional faces in early-adolescence: An Event Related Potential (ERP) study. J Affect Disord 2019; 250:241-248. [PMID: 30870774 DOI: 10.1016/j.jad.2019.03.038] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 02/27/2019] [Accepted: 03/04/2019] [Indexed: 11/25/2022]
Abstract
BACKGROUND Parental depression represents a significant risk for depression development in offspring. While cognitive mechanisms represent a central risk pathway, children's appraisals of parental symptoms have been understudied. This study examined associations between children's self-blame, threat, and frequency/duration appraisals for maternal symptoms in relation to cognitive control and emotional response processes. METHODS Sixty mother-daughter (aged 10-14-years) pairs participated. Affective processing was assessed by three Event Related Potential (ERP) components, the N2, P3, and LPP, during an emotional Go/NoGo task. RESULTS Threat-appraisals were associated with alterations in all three ERP components, independently of maternal diagnostic histories or youth depressive symptoms. Self-blame was associated with early attentional engagement towards calm faces. Independent effects of maternal depression history and youth symptoms were also observed. CONCLUSIONS Results highlight the importance of youth perceptions of maternal depressive symptoms in models of depression-risk.
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Affiliation(s)
- Arin M Connell
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH 44016, United States.
| | - Sarah Danzo
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH 44016, United States
| | - Kelsey Magee
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH 44016, United States
| | - Rana Uhlman
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH 44016, United States
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47
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Luking KR, Infantolino ZP, Nelson BD, Hajcak G. Age-typical changes in neural reward response are moderated by maternal anhedonia. Psychophysiology 2019; 56:e13358. [PMID: 30811613 DOI: 10.1111/psyp.13358] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 02/04/2019] [Accepted: 02/08/2019] [Indexed: 12/01/2022]
Abstract
Reward response and mood disorders both increase during adolescence. Here, we investigate whether age and gonadal hormone levels relate to neural response to win and loss feedback in 9- to 14-year-old girls and whether such relations are moderated by maternal anhedonia, a factor linked to psychopathology risk and reward response. Psychiatrically healthy daughters of mothers who did not meet criteria for any current DSM-5 disorder or past anxiety/depression diagnosis (N = 69) completed a monetary fMRI guessing task and provided saliva samples for gonadal hormone assay. Voxelwise regressions revealed unique quadratic effects of age and linear effects of gonadal hormones; neither effect was explained by reported puberty. Striatal/insular responses to win/loss feedback peaked between 12 and 13 years, whereas estradiol predicted greater response to wins versus losses within the medial prefrontal cortex, concurrently. Maternal anhedonia specifically moderated the quadratic effect of age within dorsolateral striatum and insula. Daughters of mothers reporting greater anhedonia showed an earlier peak in striatal/insular response to reward and loss feedback. As such, maternal anhedonia predicted blunted striatal/insular response to feedback only in older daughters. A similar pattern was observed for daughters of mothers with lifetime depression in exploratory analyses. These cross-sectional findings suggest that familial anhedonia may relate to altered trajectories of reward responding during adolescence and that these effects are specific to age.
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Affiliation(s)
| | | | - Brady D Nelson
- Department of Psychology, Stony Brook University, Stony Brook, New York
| | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, Florida
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48
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Lou Y, Lei Y, Mei Y, Leppänen PHT, Li H. Review of Abnormal Self-Knowledge in Major Depressive Disorder. Front Psychiatry 2019; 10:130. [PMID: 30984035 PMCID: PMC6447699 DOI: 10.3389/fpsyt.2019.00130] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 02/22/2019] [Indexed: 12/16/2022] Open
Abstract
Background: Major depressive disorder (MDD) is an affective disorder that is harmful to both physical and mental health. Abnormal self-knowledge, which refers to abnormal judgments about oneself, is a core symptom of depression. However, little research has summarized how and why patients with MDD differ from healthy individuals in terms of self-knowledge. Objective: To gain a better understanding of MDD, we reviewed previous studies that focused on the behavioral and neurological changes of self-knowledge in this illness. Main Findings: On the behavioral level, depressed individuals exhibited negative self-knowledge in an explicit way, while more heterogeneous patterns were reported in implicit results. On the neurological level, depressed individuals, as compared with non-depressed controls, showed abnormal self-referential processing in both early perception and higher cognitive processing phases during the Self-Referential Encoding Task. Furthermore, fMRI studies have reported aberrant activity in the medial prefrontal cortex area for negative self-related items in depression. These results revealed several behavioral features and brain mechanisms underlying abnormal self-knowledge in depression. Future Studies: The neural mechanism of implicit self-knowledge in MDD remains unclear. Future research should examine the importance of others' attitudes on the self-concept of individuals with MDD, and whether abnormal self-views may be modified through cognitive or pharmacological approaches. In addition, differences in abnormal self-knowledge due to genetic variation between depressed and non-depressed populations remain unconfirmed. Importantly, it remains unknown whether abnormal self-knowledge could be used as a specific marker to distinguish healthy individuals from those with MDD. Conclusion: This review extends our understanding of the relationship between self-knowledge and depression by indicating several abnormalities among individuals with MDD and those who are at risk for this illness.
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Affiliation(s)
- Yixue Lou
- College of Psychology and Sociology, Shenzhen University, Shenzhen, China.,Faculty of Education and Psychology, University of Jyväskylä, Jyväskylä, Finland.,Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen, China
| | - Yi Lei
- College of Psychology and Sociology, Shenzhen University, Shenzhen, China.,Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen, China
| | - Ying Mei
- College of Psychology and Sociology, Shenzhen University, Shenzhen, China.,Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen, China
| | - Paavo H T Leppänen
- Faculty of Education and Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Hong Li
- College of Psychology and Sociology, Shenzhen University, Shenzhen, China.,Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen, China
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49
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Luking KR, Nelson BD, Infantolino ZP, Sauder CL, Hajcak G. Ventral Striatal Function Interacts With Positive and Negative Life Events to Predict Concurrent Youth Depressive Symptoms. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 3:937-946. [PMID: 30409389 DOI: 10.1016/j.bpsc.2018.07.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 07/17/2018] [Accepted: 07/19/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Life events and reward-system functioning contribute to resilience and risk for depression. However, interactions between life events and neural responses to reward and loss have not been previously investigated in relation to depression symptoms in child and adolescent populations. METHODS An unselected sample (N = 130) of 8- to 14-year-old girls (mean = 12.6 years) completed the Child Depression Inventory and a functional magnetic resonance imaging guessing task in which they won or lost money on each trial. Parents completed a measure of life events experienced by the child. Life events were separated by positive versus negative and whether they were likely related or unrelated to the daughter's behavior (i.e., dependent vs. independent, respectively). Multiple regressions tested whether the interaction between ventral striatal (VS) response to wins or losses and recent life events were associated with child-reported depressive symptoms. RESULTS A greater number of dependent positive life events related to decreased total depression symptoms when VS response to wins was robust. Conversely, a greater number of independent negative life events related to increased negative mood depression symptoms when VS response to losses was robust; this relationship was in the opposite direction when VS response to loss was low. CONCLUSIONS VS response to reward and loss were independent moderators of the relationship between recent life events (positive and negative, respectively) and depressive symptoms. Findings suggest that targeting neural responses (i.e., increasing responses to winning or decreasing responses to losing) may be important for both improving resilience and reducing risk in different environmental contexts.
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Affiliation(s)
- Katherine R Luking
- Department of Psychology, Stony Brook University, Stony Brook, New York.
| | - Brady D Nelson
- Department of Psychology, Stony Brook University, Stony Brook, New York
| | | | - Colin L Sauder
- Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, Florida
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50
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Kessel EM, Kujawa A, Dougherty LR, Hajcak G, Carlson GA, Klein DN. Neurophysiological Processing of Emotion in Children of Mothers with a History of Depression: the Moderating Role of Preschool Persistent Irritability. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2018; 45:1599-1608. [PMID: 28138807 DOI: 10.1007/s10802-017-0272-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Research on emotion-processing biases in offspring of depressed parents has produced a variety of findings. Child persistent irritability may be a useful clinical feature that demarcates subgroups of offspring with distinct patterns of emotion processing. The present study examined whether early persistent irritability moderated the relationship between maternal lifetime history of a depressive disorder and appetitive- and aversive-emotion processing in 338 never-depressed pre-adolescent children (43.8% female). When children were 3, mothers were interviewed about children's persistent irritability. Six years later, EEG was recorded while children completed a task in which the late positive potential (LPP), a neural index of emotional reactivity, was measured in response to appetitive, aversive, and neutral images. At both assessments, mothers were interviewed about their own psychopathology. Among offspring of depressed mothers, children characterized by high levels of early persistent irritability showed an enhanced LPP to appetitive and aversive compared to neutral images (i.e., ΔLPP), whereas children with low levels of early irritability showed attenuated ΔLPPs. In offspring of mothers with no history of depression, there was no association between irritability and emotion processing. Findings suggest that persistent irritability influences the pattern of emotion-processing aberrations in offspring of depressed mothers.
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Affiliation(s)
- Ellen M Kessel
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA.
| | - Autumn Kujawa
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA
| | - Lea R Dougherty
- Department of Psychology, University of Maryland-College Park, College Park, USA
| | - Greg Hajcak
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA
| | - Gabrielle A Carlson
- Department of Psychiatry, Stony Brook University School of Medicine, New York, USA
| | - Daniel N Klein
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA.,Department of Psychiatry, Stony Brook University School of Medicine, New York, USA
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