1
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Zheng Y, Tang R, Xue L, Wang Z, Shi P. Attention modulates facial expression processing in subsyndromal depression: A behavioral and ERP study. Int J Psychophysiol 2024; 201:112359. [PMID: 38714215 DOI: 10.1016/j.ijpsycho.2024.112359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 04/22/2024] [Accepted: 05/03/2024] [Indexed: 05/09/2024]
Abstract
Impaired facial expression perception is a core element in depression, but the underlying mechanism remains controversial. This event-related potential study investigated how attention modulates facial expression perception in depression using a nonclinical sample. A group of healthy controls (HC, N = 39) and a group of individuals with subsyndromal depression (SD, N = 39) categorized faces based on either facial expression (happy vs. sad) or gender (male vs. female). Behaviorally, the SD group was less sensitive to the emotional valence of facial expression than the HC group when their attention was directed to facial expression, as revealed by comparable subjective ratings and accuracy rates in response to facial expressions. When attention was directed towards facial gender, the SD group versus the HC group showed a negative bias, as revealed by a faster N170 for sad faces than happy faces. Together, our findings suggest that attention plays a role in understanding the relationship between depression and facial expression perception.
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Affiliation(s)
- Ya Zheng
- Department of Psychology, Guangzhou University, Guangzhou, China.
| | - Rumeng Tang
- Department of Psychology, Dalian Medical University, Dalian, China
| | - Linkai Xue
- Department of Psychology, Dalian Medical University, Dalian, China
| | - Zhaoyi Wang
- Department of Sleeping Disorder, Dalian Seventh People's Hospital, Dalian, China
| | - Puyu Shi
- Department of Psychology, Dalian Medical University, Dalian, China
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2
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Butter S, Shevlin M, Gibson-Miller J, McBride O, Hartman TK, Bentall RP, Bennett K, Murphy J, Mason L, Martinez AP, Levita L. Psychological distress, wellbeing and resilience: modelling adolescent mental health profiles during the COVID-19 pandemic. DISCOVER MENTAL HEALTH 2024; 4:16. [PMID: 38780717 PMCID: PMC11116324 DOI: 10.1007/s44192-024-00071-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 05/21/2024] [Indexed: 05/25/2024]
Abstract
There has been concern about adolescent mental health during the pandemic. The current study examined adolescent mental health during the initial phase of the COVID-19 pandemic in the UK. Using indicator of psychological distress, wellbeing and resilience, latent profile analysis was used to identify homogeneous mental health groups among young people aged 13-24 (N = 1971). Multinomial logistic regression was then used to examine which sociodemographic and psychosocial variables predicted latent class membership. Four classes were found. The largest class (Class 1, 37.2%) was characterised by moderate symptomology and moderate wellbeing. Class 2 (34.2%) was characterised by low symptomology and high wellbeing, while Class 3 (25.4%) was characterised by moderate symptomology and high wellbeing. Finally, Class 4 was the smallest (3.2%) and was characterised by high symptomology and low wellbeing. Compared to the low symptomology, high wellbeing class, all other classes were associated with less social engagement with friends, poorer family functioning, greater somatic symptoms, and a less positive model of self. A number of unique associations between the classes and predictor variables were identified. Although around two-thirds of adolescents reported moderate-to-high symptomology, most of these individuals also reported concurrent moderate-to-high levels of wellbeing, reflecting resilience. Furthermore, these findings demonstrate how a more comprehensive picture of mental health can be gained through adopting a dual-continua conceptualisation of mental health that incorporates both pathology and well-being. In this way, at-risk youth can be identified and interventions and resources targeted appropriately.
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Affiliation(s)
- Sarah Butter
- School of Psychology, Ulster University, Cromore Road, Coleraine, BT52 1SA, Northern Ireland.
| | - Mark Shevlin
- School of Psychology, Ulster University, Cromore Road, Coleraine, BT52 1SA, Northern Ireland
| | | | - Orla McBride
- School of Psychology, Ulster University, Cromore Road, Coleraine, BT52 1SA, Northern Ireland
| | - Todd K Hartman
- Department of Social Statistics, University of Manchester, Manchester, England
| | - Richard P Bentall
- Department of Psychology, University of Sheffield, Sheffield, England
| | - Kate Bennett
- Department of Psychology, University of Liverpool, Liverpool, England
| | - Jamie Murphy
- School of Psychology, Ulster University, Cromore Road, Coleraine, BT52 1SA, Northern Ireland
| | - Liam Mason
- Division of Psychology and Language Sciences, University College London, London, England
| | - Anton P Martinez
- Department of Psychology, University of Sheffield, Sheffield, England
| | - Liat Levita
- School of Psychology, University of Sussex, Falmer, England
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3
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Berwian IM, Tröndle M, de Miquel C, Ziogas A, Stefanics G, Walter H, Stephan KE, Huys QJM. Emotion-induced frontal α asymmetry as a candidate predictor of relapse after discontinuation of antidepressant medication. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024:S2451-9022(24)00134-4. [PMID: 38735534 DOI: 10.1016/j.bpsc.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 02/13/2024] [Accepted: 05/03/2024] [Indexed: 05/14/2024]
Abstract
BACKGROUND One in three patients relapse after antidepressant discontinuation. Thus, the prevention of relapse after achieving remission is an important component in the long-term management of Major Depressive Disorder (MDD). However, no clinical or other predictors are established. Frontal reactivity to sad mood as measured by fMRI has been reported to relate to relapse independently of antidepressant discontinuation and is an interesting candidate predictor. METHODS Patients (n=56) who had remitted from a depressive episode while taking antidepressants underwent EEG recording during a sad mood induction procedure prior to gradually discontinuing their medication. Relapse was assessed over a six-months follow-up period. 35 healthy controls were also tested. Current source density of the EEG power in the α band (8-13Hz) was extracted and alpha-asymmetry was computed by comparing the power across two hemispheres at frontal electrodes (F5 and F6). OUTCOMES Sad mood induction was robust across all groups. Reactivity of α-asymmetry to sad mood did not distinguish healthy controls from patients with remitted MDD on medication. However, the 14 (25%) patients who relapsed during the follow-up period after discontinuing medication showed significantly reduced reactivity in α- asymmetry compared to patients who remained well. This EEG signal provided predictive power (69% out-of-sample balanced accuracy and a positive predictive value of 0.75). INTERPRETATION A simple EEG-based measure of emotional reactivity may have potential to contribute to clinical prediction models of antidepressant discontinuation. Given the very small sample size, this finding must be interpreted with caution and requires replication in a larger study.
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Affiliation(s)
- Isabel M Berwian
- Princeton Neuroscience Institute & Psychology Department, Princeton University, Princeton, USA; Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland.
| | - Marius Tröndle
- Methods of Plasticity Research, Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Carlota de Miquel
- Research Innovation and Teaching Unit, Parc Sanitari Sant Joan de Déu, Sant Boi de Llobregat, Spain; Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | | | - Gabor Stefanics
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - Henrik Walter
- Charité Universitätsmedizin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Psychotherapy, Berlin, Germany
| | - Klaas Enno Stephan
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland; Max Planck Institute for Metabolism Research, Cologne, Germany
| | - Quentin J M Huys
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland; Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zurich, Zurich, Switzerland; Division of Psychiatry and Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, United Kingdom
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4
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Zhou H, Xiong T, Dai Z, Zou H, Wang X, Tang H, Huang Y, Sun H, You W, Yao Z, Lu Q. Brain-heart interaction disruption in major depressive disorder: disturbed rhythm modulation of the cardiac cycle on brain transient theta bursts. Eur Arch Psychiatry Clin Neurosci 2024; 274:595-607. [PMID: 37318589 DOI: 10.1007/s00406-023-01628-4] [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: 02/08/2023] [Accepted: 05/22/2023] [Indexed: 06/16/2023]
Abstract
Brain neurons support arousal and cognitive activity in the form of spectral transient bursts and cooperate with the peripheral nervous system to adapt to the surrounding environment. However, the temporal dynamics of brain-heart interactions have not been confirmed, and the mechanism of brain-heart interactions in major depressive disorder (MDD) remains unclear. This study aimed to provide direct evidence for brain-heart synchronization in temporal dynamics and clarify the mechanism of brain-heart interaction disruption in MDD. Eight-minute resting-state (closed eyes) electroencephalograph and electrocardiogram signals were acquired simultaneously. The Jaccard index (JI) was used to measure the temporal synchronization between cortical theta transient bursts and cardiac cycle activity (diastole and systole) in 90 MDD patients and 44 healthy controls (HCs) at rest. The deviation JI was used to reflect the equilibrium of brain activity between diastole and systole. The results showed that the diastole JI was higher than the systole JI in both the HC and MDD groups; compared to HCs, the deviation JI attenuated at F4, F6, FC2, and FC4 in the MDD patients. The eccentric deviation JI was negatively correlated with the despair factor scores of the HAMD, and after 4 weeks of antidepressant treatment, the eccentric deviation JI was positively correlated with the despair factor scores of the HAMD. It was concluded that brain-heart synchronization existed in the theta band in healthy individuals and that disturbed rhythm modulation of the cardiac cycle on brain transient theta bursts at right frontoparietal sites led to brain-heart interaction disruption in MDD.
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Affiliation(s)
- Hongliang Zhou
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
| | - Tingting Xiong
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
| | - Zhongpeng Dai
- School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, 210096, People's Republic of China
| | - Haowen Zou
- Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing, 210093, People's Republic of China
| | - Xvmiao Wang
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
| | - Hao Tang
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
| | - Yinghong Huang
- Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing, 210093, People's Republic of China
| | - Hao Sun
- Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing, 210093, People's Republic of China
| | - Wei You
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
| | - Zhijian Yao
- Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China.
- Nanjing Brain Hospital, Medical School of Nanjing University, Nanjing, 210093, People's Republic of China.
| | - Qing Lu
- School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, 210096, People's Republic of China.
- Child Development and Learning Science, Key Laboratory of Ministry of Education, Nanjing, People's Republic of China.
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5
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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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6
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Dell'Acqua C, Mejza R, Messerotti Benvenuti S. Affective processing in dysphoria: Evidence from startle probe modulation of ERPs. Neurosci Lett 2024; 824:137673. [PMID: 38346533 DOI: 10.1016/j.neulet.2024.137673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/09/2024] [Accepted: 02/03/2024] [Indexed: 02/16/2024]
Abstract
The hypoactivation of the appetitive and defensive motivational systems in the brain is a feature of depression and might also represent a vulnerability factor for the disorder. A measure that can be employed to investigate both motivational systems is the electroencephalographic response to an acoustic startle probe during affective processing. Particularly, the amplitude of auditory event-related potentials (ERPs) components to the startle probe is smaller when the emotional context is more arousing. Neural responses to an unattended startle probe during an emotional passive viewing task of pleasant, neutral, and unpleasant pictures was employed to assess the activation of the approach and defensive motivational systems in a sample of individuals with (n = 24, 23 females) vs. without (n = 24, 23 females) dysphoria. The group without dysphoria showed a reduced startle-elicited N200 only in the context of pleasant relative to neutral pictures, indicating that the affective processing of the appetitive context might reduce the attentional resources needed to orient attention toward unattended non-salient stimuli. Conversely, the N200 amplitude was not attenuated for pleasant relative to neutral and unpleasant contexts in the group with dysphoria. Moreover, no within- or between-group differences emerged in the P300 amplitude. Taken together, the results of this study showed that depression vulnerability is characterized by reduced attention to pleasant contexts, suggesting a blunted affective processing of appetitive emotional stimuli.
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Affiliation(s)
- Carola Dell'Acqua
- Department of General Psychology, University of Padua, Padua, Italy.
| | - Roza Mejza
- Department of General Psychology, 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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7
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Seidman AJ, Bylsma LM, Yang X, Jennings JR, George CJ, Kovacs M. Long-term stability of respiratory sinus arrhythmia among adults with and without a history of depression. Psychophysiology 2024; 61:e14427. [PMID: 37646340 PMCID: PMC10872939 DOI: 10.1111/psyp.14427] [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: 08/17/2022] [Revised: 03/23/2023] [Accepted: 03/27/2023] [Indexed: 09/01/2023]
Abstract
Respiratory sinus arrhythmia (RSA) is an index of parasympathetic nervous system activity reflecting respiratory influences on heart rate. This influence is typically measured as high frequency heart rate variability (HF-HRV) or root mean square of successive differences (RMSSD) of adjacent inter-beat intervals. Examining the long-term stability of its measurement is important as levels of resting RSA have been conceptualized as a marker of individual differences; in particular, of an individual's autonomic regulation and affect-related processes, including emotion regulation. At present, it is not known if resting RSA levels reflect stable differences over a long-term period (i.e., >1 year). Even less is known about how RSA stability differs as a function of depression history and whether it relates to depression risk trajectories. In the present study, we examined the 1.5-year test-retest reliability of resting RSA using the intraclass correlation coefficient (ICC) in 82 adults: n = 41 with a history of depression (ever-depressed); n = 41 controls with no depression history (never-depressed). HF-HRV was fairly stable in both groups (ever-depressed ICC = 0.55, never-depressed ICC = 0.54). RMSSD was also fairly stable in ever-depressed adults (ICC = 0.57) and never-depressed controls (ICC = 0.40). ICC values for both indices did not differ between groups per overlapping 95% confidence intervals. Therefore, RSA stability as assessed by both frequency (HF-HRV) and time domain (RMSSD) measures was not attenuated by a depression history. Implications and the need for future research are discussed.
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Affiliation(s)
- Andrew J. Seidman
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O’Hara Street, Pittsburgh, PA, 15213, USA
| | - Lauren M. Bylsma
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O’Hara Street, Pittsburgh, PA, 15213, USA
- University of Pittsburgh, Department of Psychology, Pittsburgh, PA, 15213, USA
| | - Xiao Yang
- Old Dominion University, Department of Psychology, 250 Mills Godwin Life Sciences Building, Norfolk, VA, 23529, USA
| | - J. Richard Jennings
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O’Hara Street, Pittsburgh, PA, 15213, USA
| | - Charles J. George
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O’Hara Street, Pittsburgh, PA, 15213, USA
| | - Maria Kovacs
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O’Hara Street, Pittsburgh, PA, 15213, USA
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8
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Bian Y, Küster D, Liu H, Krumhuber EG. Understanding Naturalistic Facial Expressions with Deep Learning and Multimodal Large Language Models. SENSORS (BASEL, SWITZERLAND) 2023; 24:126. [PMID: 38202988 PMCID: PMC10781259 DOI: 10.3390/s24010126] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 11/30/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024]
Abstract
This paper provides a comprehensive overview of affective computing systems for facial expression recognition (FER) research in naturalistic contexts. The first section presents an updated account of user-friendly FER toolboxes incorporating state-of-the-art deep learning models and elaborates on their neural architectures, datasets, and performances across domains. These sophisticated FER toolboxes can robustly address a variety of challenges encountered in the wild such as variations in illumination and head pose, which may otherwise impact recognition accuracy. The second section of this paper discusses multimodal large language models (MLLMs) and their potential applications in affective science. MLLMs exhibit human-level capabilities for FER and enable the quantification of various contextual variables to provide context-aware emotion inferences. These advancements have the potential to revolutionize current methodological approaches for studying the contextual influences on emotions, leading to the development of contextualized emotion models.
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Affiliation(s)
- Yifan Bian
- Department of Experimental Psychology, University College London, London WC1H 0AP, UK;
| | - Dennis Küster
- Department of Mathematics and Computer Science, University of Bremen, 28359 Bremen, Germany; (D.K.); (H.L.)
| | - Hui Liu
- Department of Mathematics and Computer Science, University of Bremen, 28359 Bremen, Germany; (D.K.); (H.L.)
| | - Eva G. Krumhuber
- Department of Experimental Psychology, University College London, London WC1H 0AP, UK;
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9
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Cárdenas EF, Hill KE, Estes E, Jackson M, Venanzi L, Humphreys KL, Kujawa A. Neural reactivity to infant emotion cues during pregnancy: Associations with peripartum anxiety and depressive symptoms. Biol Psychol 2023; 183:108673. [PMID: 37690586 PMCID: PMC10591923 DOI: 10.1016/j.biopsycho.2023.108673] [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: 11/01/2022] [Revised: 07/26/2023] [Accepted: 09/04/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Pregnancy is marked by physiological and psychosocial changes for women, and event-related potentials (ERP) are comfortable and safe for examining brain function across pregnancy. The late positive potential (LPP) ERP, a measure of allocated attention to emotional stimuli, may provide insight into associations between internalizing symptoms and neural processing of infant emotion cues, which may be particularly salient in this life stage. METHODS We developed a task to examine neural and behavioral responses to infant faces in pregnant women (N = 120, Mage=31.09, SD=4.81), the impact of auditory infant cries on the LPP to faces, and associations between the LPP and anxiety and depressive symptoms. Participants matched distressed, happy, and neutral infant faces and shapes as a comparison condition with interspersed auditory conditions (infant cry sounds vs. white noise) while electroencephalogram data were collected. Participants also completed self-report measures of anxiety and depressive symptoms. RESULTS Reaction time (RT) was faster for the infant cry vs. white noise condition and when matching shapes vs. infant faces. Depressive symptoms were associated with slower RTs to neutral infant faces. The LPP was enhanced overall to faces vs. shapes, but there was no main effect of auditory condition. Anxiety symptoms were associated with an enhanced LPP to infant distressed faces in the infant cry condition. CONCLUSIONS Results support these methods for measuring neural and behavioral responses to infant emotional cues in pregnancy and provide evidence that combinations of auditory and visual stimuli may be particularly useful for capturing emotional processes relevant to anxiety.
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Affiliation(s)
- Emilia F Cárdenas
- Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA.
| | - Kaylin E Hill
- Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | - Elizabeth Estes
- University of Michigan, 1080 University Avenue, Ann Arbor, MI, 48109, USA
| | - Maya Jackson
- Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | - Lisa Venanzi
- Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | | | - Autumn Kujawa
- Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, 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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Stange JP, Li J, Xu EP, Ye Z, Zapetis SL, Phanord CS, Wu J, Sellery P, Keefe K, Forbes E, Mermelstein RJ, Trull TJ, Langenecker SA. Autonomic complexity dynamically indexes affect regulation in everyday life. JOURNAL OF PSYCHOPATHOLOGY AND CLINICAL SCIENCE 2023; 132:847-866. [PMID: 37410429 PMCID: PMC10592626 DOI: 10.1037/abn0000849] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Abstract
Affect regulation often is disrupted in depression. Understanding biomarkers of affect regulation in ecologically valid contexts is critical for identifying moments when interventions can be delivered to improve regulation and may have utility for identifying which individuals are vulnerable to psychopathology. Autonomic complexity, which includes linear and nonlinear indices of heart rate variability, has been proposed as a novel marker of neurovisceral integration. However, it is not clear how autonomic complexity tracks with regulation in everyday life, and whether low complexity serves as a marker of related psychopathology. To measure regulation phenotypes with diminished influence of current symptoms, 37 young adults with remitted major depressive disorder (rMDD) and 28 healthy comparisons (HCs) completed ambulatory assessments of autonomic complexity and affect regulation across one week in everyday life. Multilevel models indicated that in HCs, but not rMDD, autonomic complexity fluctuated in response to regulation cues, increasing in response to reappraisal and distraction and decreasing in response to negative affect. Higher complexity across the week predicted greater everyday regulation success, whereas greater variability of complexity predicted lower (and less variable) negative affect, rumination, and mind-wandering. Results suggest that ambulatory assessment of autonomic complexity can passively index dynamic aspects of real-world affect and regulation, and that dynamic physiological reactivity to regulation is restricted in rMDD. These results demonstrate how intensive sampling of dynamic, nonlinear regulatory processes can advance our understanding of potential mechanisms underlying psychopathology. Such measurements might inform how to test interventions to enhance neurovisceral complexity and affect regulation success in real time. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Jonathan P. Stange
- Department of Psychology, University of Southern California
- Department of Psychiatry and Behavioral Sciences, University of Southern California
| | - Jiani Li
- Department of Psychology, University of Southern California
| | - Ellie P. Xu
- Department of Psychology, University of Southern California
| | - Zihua Ye
- Department of Psychology, University of Illinois at Urbana-Champaign
| | | | | | - Jenny Wu
- Department of Psychology, University of Massachusetts Boston
| | - Pia Sellery
- Department of Psychology, University of Colorado at Boulder
| | - Kaley Keefe
- Department of Psychology, University of Southern California
| | - Erika Forbes
- Department of Psychiatry, University of Pittsburgh
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12
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Umemoto A, Zhou Z, Millon EM, Koshy CS, Taylor SM, Spann MN, Monk C, Marsh R, Rosellini AJ, Auerbach RP. Intergenerational transmission of cognitive control capacity among children at risk for depression. Biol Psychol 2023; 182:108652. [PMID: 37516422 PMCID: PMC10528753 DOI: 10.1016/j.biopsycho.2023.108652] [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: 11/10/2022] [Revised: 07/23/2023] [Accepted: 07/25/2023] [Indexed: 07/31/2023]
Abstract
A maternal history of major depressive disorder (MDD) is a well-known risk factor for depression in offspring. However, the mechanism through which familial risk is transmitted remains unclear. Cognitive control alterations are common in MDD, and thus, the current study investigated whether altered control capacity is transmitted intergenerationally, and whether it then contributes to the developmental pathways through which depression is passed from mothers to children. We recruited children (N = 65) ages 4-10-years-old, of which 47.7 % (n = 31) reported a maternal history of MDD, and their biological mother (N = 65). Children performed a child-friendly Go/NoGo task while electroencephalography (EEG) data were recorded, and mothers performed a Flanker task. Children exhibited heightened sensitivity to error versus correct responses, which was characterized by an error-related negativity (ERN), error positivity (Pe) as well as prominent delta and frontal midline theta (FMT) oscillations. Interestingly, worse maternal performance on the Flanker task associated with an increased Go/NoGo error rate and a smaller ERN and Pe in children. However, there was no association between maternal or child control indices with child depression symptoms. Our results suggest a familial influence of cognitive control capacity in mother-child dyads, but it remains unclear whether this confers risk for depressive symptoms in children. Further research is necessary to determine whether alterations in cognitive control over time may influence symptom development in at-risk children.
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Affiliation(s)
- Akina Umemoto
- Department of Psychiatry, Columbia University, New York, NY, USA
| | - Zhixin Zhou
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Emma M Millon
- Department of Psychiatry, Columbia University, New York, NY, USA; Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Christina S Koshy
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Sydney M Taylor
- Department of Psychiatry, Columbia University, New York, NY, USA; Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Marisa N Spann
- Department of Psychiatry, Columbia University, New York, NY, USA; Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Catherine Monk
- Department of Psychiatry, Columbia University, New York, NY, USA; Department of Obstetrics and Gynecology, Columbia University, New York, NY, USA; Division of Behavioral Medicine, New York State Psychiatric Institute, New York, NY, USA
| | - Rachel Marsh
- Department of Psychiatry, Columbia University, New York, NY, USA; Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | | | - Randy P Auerbach
- Department of Psychiatry, Columbia University, New York, NY, USA; Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA; Division of Clinical Developmental Neuroscience, Sackler Institute, New York, NY, USA.
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13
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De Blasio C, Dind J, Petitpierre G. Odor hedonic responses in children and young people with profound intellectual and multiple disabilities. Front Psychiatry 2023; 14:1066286. [PMID: 37692315 PMCID: PMC10484511 DOI: 10.3389/fpsyt.2023.1066286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 07/21/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Odors are closely linked to emotions, play an important role in the well-being of individuals and can influence mood. Despite these crucial properties, the hedonic responses to odors of people with profound intellectual and multiple disabilities (PIMD) remain little explored. Aim This within-subjects study aims to examine whether children and young people with PIMD react in a differentiated way to odors evaluated as pleasant or unpleasant by neurotypical adults and, if so, with which behaviors. The influence of their global mood on their emotional responses to odors is also examined. Method Twenty children and young people (7-18 years old) with PIMD were exposed to four pairs of hedonically contrasted odors. A control stimulus was presented before each odorant. Five emotional responses, one physiological reaction (nausea reactions), and three responses reflecting approach toward or avoidance of the stimulus were recorded throughout the duration of the stimulus exposure. The participants' global mood status was measured before the start of the research with the French version of the Mood, Interest and Pleasure Questionnaire (Ross and Oliver, 2003). Results The results show that when exposed to pleasant odorants, participants kept their heads aligned with the odorant source longer, smiled longer, and produced more positive vocalizations. In contrast, unpleasant odorants elicit more pouts and grimaces. Nausea reactions occurred in the presence of unpleasant odorants. The hedonic responses were more marked during the second presentation of the stimuli. Participants with a higher MIPQ score showed significantly more emotional reactions to odors. Conclusion The results confirm the presence of olfactory preferences in participants with PIMD and the existence of a link between their mood, emotions and olfactory hedonic processing. They prompt the use of odors to support not only the cognitive development of this population, but also their mood and their emotional regulation abilities.
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Broulidakis MJ, Kiprijanovska I, Severs L, Stankoski S, Gjoreski M, Mavridou I, Gjoreski H, Cox S, Bradwell D, Stone JM, Nduka C. Optomyography-based sensing of facial expression derived arousal and valence in adults with depression. Front Psychiatry 2023; 14:1232433. [PMID: 37614653 PMCID: PMC10442807 DOI: 10.3389/fpsyt.2023.1232433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/28/2023] [Indexed: 08/25/2023] Open
Abstract
Background Continuous assessment of affective behaviors could improve the diagnosis, assessment and monitoring of chronic mental health and neurological conditions such as depression. However, there are no technologies well suited to this, limiting potential clinical applications. Aim To test if we could replicate previous evidence of hypo reactivity to emotional salient material using an entirely new sensing technique called optomyography which is well suited to remote monitoring. Methods Thirty-eight depressed and 37 controls (≥18, ≤40 years) who met a research diagnosis of depression and an age-matched non-depressed control group. Changes in facial muscle activity over the brow (corrugator supercilli) and cheek (zygomaticus major) were measured whilst volunteers watched videos varying in emotional salience. Results Across all participants, videos rated as subjectively positive were associated with activation of muscles in the cheek relative to videos rated as neutral or negative. Videos rated as subjectively negative were associated with brow activation relative to videos judged as neutral or positive. Self-reported arousal was associated with a step increase in facial muscle activation across the brow and cheek. Group differences were significantly reduced activation in facial muscles during videos considered subjectively negative or rated as high arousal in depressed volunteers compared with controls. Conclusion We demonstrate for the first time that it is possible to detect facial expression hypo-reactivity in adults with depression in response to emotional content using glasses-based optomyography sensing. It is hoped these results may encourage the use of optomyography-based sensing to track facial expressions in the real-world, outside of a specialized testing environment.
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Affiliation(s)
| | | | | | | | - Martin Gjoreski
- Faculty of Informatics, Università della Svizzera italiana, Lugano, Switzerland
| | | | - Hristijan Gjoreski
- Ss. Cyril and Methodius University in Skopje (UKIM), Skopje, North Macedonia
| | | | | | - James M. Stone
- Brighton and Sussex Medical School, University of Sussex, Brighton, United Kingdom
| | - Charles Nduka
- Emteq Ltd., Brighton, United Kingdom
- Queen Victoria Hospital, East Grinstead, United Kingdom
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15
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Faul L, Rothrock JM, LaBar KS. Self-Relevance Moderates the Relationship between Depressive Symptoms and Corrugator Activity during the Imagination of Personal Episodic Events. Brain Sci 2023; 13:843. [PMID: 37371323 DOI: 10.3390/brainsci13060843] [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: 04/29/2023] [Revised: 05/19/2023] [Accepted: 05/22/2023] [Indexed: 06/29/2023] Open
Abstract
Accumulating evidence suggests depression is associated with blunted reactivity to positive and negative stimuli, known as emotion context insensitivity (ECI). However, ECI is not consistently observed in the literature, suggesting moderators that influence its presence. We propose self-relevance as one such moderator, with ECI most apparent when self-relevance is low. We examined this proposal by measuring self-report and facial electromyography (EMG) from the corrugator muscle while participants (n = 81) imagined hypothetical scenarios with varying self-relevance and recalled autobiographical memories. Increased depressive symptoms on the Center for Epidemiologic Studies Depression Scale were associated with less differentiated arousal and self-relevance ratings between happy, neutral, and sad scenarios. EMG analyses further revealed that individuals with high depressive symptoms exhibited blunted corrugator reactivity (reduced differentiation) for sad, neutral, and happy scenarios with low self-relevance, while corrugator reactivity remained sensitive to valence for highly self-relevant scenarios. By comparison, in individuals with low depressive symptoms, corrugator activity differentiated valence regardless of stimulus self-relevance. Supporting a role for self-relevance in shaping ECI, we observed no depression-related differences in emotional reactivity when participants recalled highly self-relevant happy or sad autobiographical memories. Our findings suggest ECI is primarily associated with blunted reactivity towards material deemed low in self-relevance.
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Affiliation(s)
- Leonard Faul
- Center for Cognitive Neuroscience, Duke University, Durham, NC 27708, USA
| | - Jane M Rothrock
- Center for Cognitive Neuroscience, Duke University, Durham, NC 27708, USA
| | - Kevin S LaBar
- Center for Cognitive Neuroscience, Duke University, Durham, NC 27708, USA
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16
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Hill KE, Kujawa A, Humphreys KL. Caregivers' positive emotion socialization tendencies are associated with positive affect in preschool age children. Infant Ment Health J 2023; 44:437-447. [PMID: 36840976 PMCID: PMC10198901 DOI: 10.1002/imhj.22036] [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: 01/09/2023] [Accepted: 01/12/2023] [Indexed: 02/27/2023]
Abstract
Longstanding theories of emotion socialization postulate that caregiver emotional and behavioral reactions to a child's emotions together shape the child's emotion displays over time. Despite the notable importance of positive valence system function, the majority of research on caregiver emotion socialization focuses on negative valence system emotions. In the current project, we leveraged a relatively large cross-sectional study of caregivers (N = 234; 93.59% White) of preschool aged children to investigate whether and to what degree, caregiver (1) emotional experiences, or (2) external behaviors, in the context of preschoolers' positive emotion displays in caregiver-child interactions, are associated with children's general positive affect tendencies. Results indicated that, in the context of everyday caregiver-child interactions, caregiver-reported positively valenced emotions but not approach behaviors were positively associated with child general positive affect tendencies. However, when examining specific caregiver behaviors in response to everyday child positive emotion displays, caregiver report of narrating the child's emotion and joining in the emotion with their child was positively associated with child general positive affect tendencies. Together, these results suggest that in everyday caregiver-child interactions, caregivers' emotional experiences and attunement with the child play a role in shaping preschoolers' overall tendencies toward positive affect.
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Affiliation(s)
- Kaylin E Hill
- Psychology & Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Autumn Kujawa
- Psychology & Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Kathryn L Humphreys
- Psychology & Human Development, Vanderbilt University, Nashville, Tennessee, USA
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17
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Yang X, Fridman AJ, Unsworth N, Casement MD. Pupillary motility responses to affectively salient stimuli in individuals with depression or elevated risk of depression: A systematic review and meta-analysis. Neurosci Biobehav Rev 2023; 148:105125. [PMID: 36924842 DOI: 10.1016/j.neubiorev.2023.105125] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/16/2023] [Accepted: 03/08/2023] [Indexed: 03/17/2023]
Abstract
Elaborative affective processing is observed in depression, and pupillary reactivity, a continuous, sensitive, and reliable indicator of physiological arousal and neurocognitive processing, is increasingly utilized in studies of depression-related characteristics. As a first attempt to quantitively summarize existing evidence on depression-related pupillary reactivity alterations, this review and meta-analysis evaluated the direction, magnitude, and specificity of pupillary indices of affective processing towards positively, negatively, and neutrally-valenced stimuli among individuals diagnosed with depression or with elevated risk of depression. Studies on pupillary responses to affective stimuli in the target groups were identified in PsycINFO and PubMed databases. Twenty-two articles met inclusion criteria for the qualitative review and 16 for the quantitative review. Three-level frequentist and Bayesian models were applied to summarize pooled effects from baseline-controlled stimuli-induced average changes in pupillary responses. In general, compared to non-depressed individuals, individuals with depression or elevated risk of depression exhibited higher pupillary reactivity (d =0.15) towards negatively-valenced stimuli during affective processing. Pupillary motility towards negatively-valenced stimuli may be a promising trait-like marker for depression vulnerability.
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Affiliation(s)
- Xi Yang
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Andrew J Fridman
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Nash Unsworth
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Melynda D Casement
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
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18
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Barber KE, Zainal NH, Newman MG. The mediating effect of stress reactivity in the 18-year bidirectional relationship between generalized anxiety and depression severity. J Affect Disord 2023; 325:502-512. [PMID: 36642311 PMCID: PMC9930685 DOI: 10.1016/j.jad.2023.01.041] [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: 07/06/2022] [Revised: 01/05/2023] [Accepted: 01/08/2023] [Indexed: 01/15/2023]
Abstract
BACKGROUND Generalized anxiety disorder (GAD) and major depressive disorder (MDD) often precede and predict one another. Heightened stress reactivity may be a mediation mechanism underlying the long-term connections between GAD and MDD. However, cross-sectional studies on this topic have hindered directional inferences. METHOD The present study examined stress reactivity as a potential mediator of the sequential associations between GAD and MDD symptoms in a sample of 3,294 community-dwelling adults (M age = 45.6, range = 20-74). Participants completed three waves of measurement (T1, T2, and T3) spaced nine years apart. GAD and MDD symptom severity were assessed at T1, T2, and T3 (Composite International Diagnostic Interview-Short Form). Stress reactivity (Multidimensional Personality Questionnaire) was measured at T2. RESULTS Structural equation mediation modeling demonstrated that higher T1 GAD symptoms positively predicted more severe T3 MDD symptoms via T2 stress reactivity, controlling for T1 MDD (d = 0.45-0.50). However, T2 stress reactivity was not a significant mediator in the relationship between T1 MDD severity and T3 GAD symptoms after controlling for T1 GAD. Direct effects indicated that T1 GAD positively predicted T3 MDD 18 years later and vice versa (d = 1.29-1.65). LIMITATIONS Stress reactivity was assessed using a self-report measure, limiting conclusions to perceived (vs. physiologically indexed) stress reactivity. CONCLUSIONS These findings indicate that stress reactivity may be one mechanism through which GAD leads to later MDD over prolonged durations. Overall, results suggest that targeting stress reactivity in treatments for GAD may reduce the risk of developing subsequent MDD.
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Affiliation(s)
- Kathryn E Barber
- Department of Psychology, Marquette University, United States of America; Department of Psychology and Psychiatry, The Pennsylvania State University, United States of America.
| | - Nur Hani Zainal
- Department of Public Health, Harvard Medical School, United States of America
| | - Michelle G Newman
- Department of Psychology and Psychiatry, The Pennsylvania State University, United States of America
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19
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van Loo HM, Booij SH, Jeronimus BF. Testing the mood brightening hypothesis: Hedonic benefits of physical, outdoor, and social activities in people with anxiety, depression or both. J Affect Disord 2023; 325:215-223. [PMID: 36632849 DOI: 10.1016/j.jad.2023.01.017] [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: 05/05/2022] [Revised: 12/16/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023]
Abstract
BACKGROUND The mood brightening hypothesis postulates that people with depressive symptoms report more positive affect (PA) and less negative affect (NA) than healthy controls after rewarding daily life activities. Whether mood brightening also occurs in people with anxiety symptoms remains unclear. This study examined effects of physical activity, being outdoors, and social activity on PA and NA across different levels of depression and anxiety symptoms in the general Dutch population. METHODS Participants completed an electronic diary on their smartphone, thrice daily over 30 days, to assess activities and affect (n = 430; 22,086 assessments). We compared five groups based on their scores on the Depression, Anxiety and Stress Scales: asymptomatic participants, participants with mild symptoms of depression and/or anxiety, depression symptoms, anxiety symptoms, and comorbid depression and anxiety symptoms. Multilevel linear regression models with interaction terms were used to compare the association between activities and affect in these five groups. RESULTS All activities were associated with increased PA and reduced NA in all groups. We found a mood brightening effect in participants with depression, as physical activity and being outdoors were associated with reduced NA. Participants with depression had increased PA and reduced NA when in social company compared to asymptomatic participants. No mood brightening effects were observed in participants with anxiety or comorbid depression and anxiety. LIMITATIONS Our sample included mainly women and highly educated subjects, which may limit the generalizability of our findings. CONCLUSION Mood brightening is specific to depression, and typically stronger when in social company.
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Affiliation(s)
- Hanna M van Loo
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, Groningen, the Netherlands.
| | - Sanne H Booij
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, Groningen, the Netherlands; University of Groningen, Department of Developmental Psychology, Faculty of Behavioural and Social Sciences, Groningen University, 9712 TS Groningen, the Netherlands; Center for Integrative Psychiatry, Lentis, Groningen, the Netherlands
| | - Bertus F Jeronimus
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, Groningen, the Netherlands; University of Groningen, Department of Developmental Psychology, Faculty of Behavioural and Social Sciences, Groningen University, 9712 TS Groningen, the Netherlands
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20
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Grèzes J, Risch N, Courtet P, Olié E, Mennella R. Depression and approach-avoidance decisions to emotional displays: The role of anhedonia. Behav Res Ther 2023; 164:104306. [PMID: 37043847 DOI: 10.1016/j.brat.2023.104306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 03/10/2023] [Accepted: 03/23/2023] [Indexed: 03/31/2023]
Abstract
Depression is linked to dysfunctional appetitive and aversive motivational systems and effort-based decision-making, yet whether such deficits extend to social decisions remains unclear. Participants (23 non-depressed, 48 depressed - 24 with a past history of suicide attempt) completed a social decision-making task consisting in freely choosing whether to approach or avoid individuals displaying happy or angry expressions. Occasionally, participants had to make a further effort (change button press) to obtain the desired outcome. All participants preferentially avoided anger on their first choice. Yet, depressed patients less often chose to approach happy individuals, as a function of anhedonia severity. Depressed patients were also less inclined than controls to change their response when the anticipated outcome of their first choice was undesirable (approach angry and avoid happy). Again, such effect correlated with anhedonia severity. Our results support that both altered valuation and willingness to exert effort impact approach-avoidance decisions in social contexts in depression. On this basis, we propose a new integrating framework for reconciling different hypotheses on the effect of depression and anhedonia on motivational responses to emotional stimuli.
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21
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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: 2] [Impact Index Per Article: 2.0] [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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22
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Dell'Acqua C, Hajcak G, Amir N, Santopetro NJ, Brush CJ, Meyer A. Error-related brain activity in pediatric major depressive disorder: An ERP and time-frequency investigation. Int J Psychophysiol 2023; 184:100-109. [PMID: 36638913 DOI: 10.1016/j.ijpsycho.2023.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/02/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023]
Abstract
BACKGROUND The error-related negativity (ERN) reflects individual differences in error monitoring. However, findings on the ERN in adult and adolescent depression have been inconsistent. Analyzing electroencephalographic (EEG) data in both the time- and time-frequency domain can be useful to better quantify neural response to errors. The present study aimed at examining electrocortical measures of error monitoring in early adolescents with and without depression. METHOD EEG activity was collected during an arrowhead version of the flanker task in 29 (25 females) early adolescents with depression and 34 without MDD (29 females). RESULTS The depression group showed reduced ERN amplitude, reduced error-related theta power and increased error-related beta power compared to the control group. When all variables that related to MDD diagnosis were considered simultaneously, both theta and beta power, but not the ERN, were independently related to an increased likelihood of being diagnosed with depression. CONCLUSIONS By examining both time-domain and separate time-frequency measures, the present study provided novel evidence on error monitoring alterations in youth depression, suggesting that depression during adolescence may be characterized by reduced error monitoring (i.e., reduced ERN and error-related theta) and post-error inhibition (i.e., greater error-related beta power). These results support that time-frequency measures might be better suited for examining error-related neural activity in MDD relative to time-domain measures.
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Affiliation(s)
- C Dell'Acqua
- Department of Psychology, Florida State University, Tallahassee, USA; Department of General Psychology, University of Padua, Padua, Italy; Padova Neuroscience Center (PNC), University of Padua, Padua, Italy.
| | - G Hajcak
- Department of Psychology, Florida State University, Tallahassee, USA; Department of Biomedical Sciences, Florida State University, Tallahassee, USA
| | - N Amir
- Department of Psychology, San Diego State University, San Diego, USA
| | - N J Santopetro
- Department of Psychology, Florida State University, Tallahassee, USA
| | - C J Brush
- Department of Psychology, Florida State University, Tallahassee, USA; Department of Movement Sciences, University of Idaho, Moscow, ID, USA
| | - A Meyer
- Department of Psychology, Florida State University, Tallahassee, USA
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23
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Hill KE, Dickey L, Pegg S, Dao A, Arfer KB, Kujawa A. Associations between parental conflict and social and monetary reward responsiveness in adolescents with clinical depression. Res Child Adolesc Psychopathol 2023; 51:119-131. [PMID: 35852700 PMCID: PMC9771890 DOI: 10.1007/s10802-022-00949-7] [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] [Accepted: 06/10/2022] [Indexed: 12/24/2022]
Abstract
Increased rates of depression beginning in adolescence are thought to be attributed in part to marked developmental changes in reward systems and interpersonal relationships. Blunted reward response has been observed in depression and this may be shaped in part by social experiences, raising questions about the combined associations of parental conflict, depression, and reward response in both social and monetary domains. The present study used the reward positivity (RewP), an event-related potential that indexes both monetary and social reward processing, to examine the unique and combined associations of parental conflict and depressive symptoms on reward responsiveness in adolescents with clinical depression (N = 70) 14-18 years of age (M = 15.81, SD = 1.46; 65.7% female). Results indicated that depressive symptoms interacted with maternal conflict in characterizing the RewP to social, but not monetary, rewards. Specifically, higher levels of current depressive symptoms and potentiated maternal conflict together were associated with an attenuated RewP to social rewards in this clinical sample. We found no significant effects of paternal conflict. This investigation highlights maternal conflict as an important environmental factor for reward responsiveness and also emphasizes the utility of examining social reward responsiveness in depression in order to better understand the impacts of contextual factors.
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Affiliation(s)
- Kaylin E Hill
- Department of Psychology and Human Development, Vanderbilt University, 230 Appleton Place, Nashville, TN, USA
| | - Lindsay Dickey
- Department of Psychology and Human Development, Vanderbilt University, 230 Appleton Place, Nashville, TN, USA
| | - Samantha Pegg
- Department of Psychology and Human Development, Vanderbilt University, 230 Appleton Place, Nashville, TN, USA
| | - Anh Dao
- Department of Psychology and Human Development, Vanderbilt University, 230 Appleton Place, Nashville, TN, USA
| | - Kodi B Arfer
- Mount Sinai Health System, Department of Environmental Medicine and Public Health, Icahn School of Medicine, New York, NY, USA
| | - Autumn Kujawa
- Department of Psychology and Human Development, Vanderbilt University, 230 Appleton Place, Nashville, TN, USA.
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24
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Jiang W, Tian Y, Fan F, Fu F, Wei D, Tang S, Chen J, Li Y, Zhu R, Wang L, Shi Z, Wang D, Zhang XY. Effects of comorbid posttraumatic stress disorder on cognitive dysfunction in Chinese male methamphetamine patients. Prog Neuropsychopharmacol Biol Psychiatry 2022; 119:110611. [PMID: 35907518 DOI: 10.1016/j.pnpbp.2022.110611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/21/2022] [Accepted: 07/23/2022] [Indexed: 10/16/2022]
Abstract
OBJECTIVES Cognitive dysfunction and posttraumatic stress disorder (PTSD) are common in methamphetamine patients. However, few studies have investigated the cognitive performance of methamphetamine patients with PTSD. The purpose of this study was to investigate the impact of comorbid PTSD on cognitive function in Chinese male methamphetamine patients. METHODS We analyzed 464 methamphetamine patients and 156 healthy volunteers. The PTSD Screening Scale (PCL-5) was used to assess PTSD and the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) was used to assess cognitive function. RESULTS Compared with healthy controls, methamphetamine patients had more cognitive dysfunction in immediate memory, visuospatial/constructional, language, attention and delayed memory. Moreover, methamphetamine patients with PTSD had less cognitive dysfunction in immediate memory, attention, and delayed memory than methamphetamine patients without PTSD. Further stepwise regression analysis showed that PTSD alterations in arousal and reactivity cluster were risk predictors for language, and PTSD negative alteration in cognition and mood cluster were risk predictors for delayed memory. CONCLUSIONS Our results indicate that methamphetamine patients without PTSD have poorer cognitive dysfunction than those with PTSD. Some demographic and PTSD symptom clusters are protective or risk factors for cognitive dysfunction in methamphetamine patients.
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Affiliation(s)
- Wei Jiang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Yang Tian
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Fusheng Fan
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | - Fabing Fu
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | - Dejun Wei
- Xin Hua Drug Rehabilitation Center, Sichuan, China
| | | | - Jiajing Chen
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Yuqing Li
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Rongrong Zhu
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Li Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Zhanbiao Shi
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
| | - Dongmei Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
| | - Xiang-Yang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
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Bylsma LM, Tan PZ, Silk JS, Forbes EE, McMakin DL, Dahl RE, Ryan ND, Ladouceur CD. The late positive potential during affective picture processing: Associations with daily life emotional functioning among adolescents with anxiety disorders. Int J Psychophysiol 2022; 182:70-80. [PMID: 36174791 PMCID: PMC10023197 DOI: 10.1016/j.ijpsycho.2022.09.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 09/04/2022] [Accepted: 09/21/2022] [Indexed: 11/27/2022]
Abstract
Pediatric anxiety disorders are characterized by potentiated threat responses and maladaptive emotion regulation (ER). The Late Positive Potential (LPP) is a neural index of heightened attention to emotional stimuli. Anxious individuals typically exhibit a larger LPP to unpleasant stimuli, but the LPP may also be blunted to unpleasant and pleasant stimuli for those with co-morbid depression. While a larger LPP is thought to reflect greater emotional reactivity, it is unknown to what extent variation in the LPP to laboratory stimuli corresponds to daily emotional functioning. We assessed the LPP in the laboratory in response to unpleasant, pleasant, and neutral images in combination with ecological momentary assessment of emotional reactivity and regulation in daily life among youth (9-14 years old; 55 % female) with anxiety disorders (ANX, N = 130) and no psychiatric diagnoses (ND, N = 47). We tested whether LPP amplitudes to unpleasant and pleasant stimuli (vs. neutral) are greater in ANX (vs. ND) youth and whether LPP amplitudes inversely correlate with co-morbid depression symptoms. We also examined associations between the LPP and daily life emotional functioning among ANX and ND youth. We found no group-by-valence effects on LPP amplitudes. Within ANX youth, higher depression symptoms were associated with smaller LPP amplitudes to unpleasant, but not pleasant, stimuli relative to neutral stimuli. Larger LPP amplitudes to emotional (relative to neutral) stimuli were correlated with use of specific ER strategies among ANX and ND youth but not emotional reactivity. While the LPP may reflect initial emotional reactivity to laboratory stimuli, it is associated with ER behaviors, and not emotional reactivity, in daily life.
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Affiliation(s)
- Lauren M Bylsma
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America
| | - Patricia Z Tan
- Department of Psychiatry, University of California - Los Angeles School of Medicine, United States of America
| | - Jennifer S Silk
- Department of Psychology, University of Pittsburgh, United States of America
| | - Erika E Forbes
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America
| | - Dana L McMakin
- Department of Psychology, Florida International University, United States of America
| | - Ronald E Dahl
- Department of Human Development, University of California, Berkeley, United States of America
| | - Neal D Ryan
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America
| | - Cecile D Ladouceur
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America.
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26
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Granros M, MacNamara A, Klumpp H, Phan KL, Burkhouse KL. Neural reactivity to affective stimuli and internalizing symptom dimensions in a transdiagnostic patient sample. Depress Anxiety 2022; 39:770-779. [PMID: 35848494 PMCID: PMC9729372 DOI: 10.1002/da.23282] [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: 09/29/2021] [Revised: 06/24/2022] [Accepted: 06/30/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Internalizing psychopathologies (IPs) are highly comorbid and exhibit substantial overlap, such as aberrant affective reactivity. Neural reactivity to emotional images, measured via the late positive potential (LPP) event-related potential (ERP) component, has been utilized to index affective reactivity in IPs. The LPP is often examined in isolation with a specific disorder, ignoring overlap between IPs. The current study examined how transdiagnostic IP symptom dimensions relate to neural affective reactivity in a highly comorbid patient sample. METHODS Participants (N = 99) completed a battery of IP symptom assessments as well as a target categorization task while viewing pleasant, unpleasant, and neutral images during electroencephalography recording. ERPs to each image valence were averaged from 400 to 1000 ms following picture onset at pooled centroparietal and occipital electrodes to calculate the LPP. A principal components analysis performed on the IP symptom measures resulted in two factors: affective distress/misery and fear-based anxiety. RESULTS Fear-based anxiety was associated with enhanced LPP reactivity to unpleasant, but not pleasant, images. Distress/misery was related to attenuated average LPP reactivity across images. CONCLUSIONS Results revealed a dissociable effect of IP symptom factors in a transdiagnostic sample such that enhanced reactivity to negative images was specific to enhanced fear-based anxiety symptoms while distress/misery symptoms predicted blunted affective reactivity. Neural affective reactivity may serve as an objective biological marker to elucidate the nature of psychological concerns in individuals with comorbid IPs.
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Affiliation(s)
- Maria Granros
- University of Illinois at Chicago, Department of Psychiatry, Chicago, IL, USA
| | - Annmarie MacNamara
- Texas A&M University, Department of Psychological & Brain Sciences, College Station, TX, USA
| | - Heide Klumpp
- University of Illinois at Chicago, Department of Psychiatry, Chicago, IL, USA
| | - K. Luan Phan
- The Ohio State University, Department of Psychiatry and Behavioral Health, Columbus, OH, USA
| | - Katie L. Burkhouse
- The Ohio State University, Department of Psychiatry and Behavioral Health, Columbus, OH, USA
- Nationwide Children’s Hospital, The Research Institute, Columbus, OH, USA
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27
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The hybrid discrete–dimensional frame method for emotional film selection. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-04038-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
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28
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Sun CW, Yan C, Lv QY, Wang YJ, Xiao WY, Wang Y, Yi ZH, Wang JK. Emotion Context Insensitivity is generalized in individuals with major depressive disorder but not in those with subclinical depression. J Affect Disord 2022; 313:204-213. [PMID: 35777495 DOI: 10.1016/j.jad.2022.06.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 06/02/2022] [Accepted: 06/23/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND Depressed individuals experience deficits in emotional reactivity. One well-established theory is the Emotion Context Insensitivity (ECI) theory. To better understand impairments in emotional reactivity, we investigated whether the ECI theory is applicable to anticipatory, consummatory, and remembered affect, in both clinical and subclinical depression. METHODS Participants were divided into four groups: Major Depressive Disorder Group (MDD, N = 60), Control Group for MDD (ControlMDD, N = 50), Subclinical Depression Group (SD, N = 56), and Control Group for SD (ControlSD, N = 56). The Hamilton Depression Rating Scale and the Beck Depression Inventory were used to assess the severity of depression and anhedonia symptoms. The Monetary Incentive Delay Task evaluated participants' affective responses towards monetary stimuli. RESULTS The MDD group was more insensitive to both monetary reward and loss across most types of affect than was the control group. Compared with the controls, the SD group exhibited lower reactivity in anticipatory positive affect but enhanced reactivity in consummatory positive, anticipatory, and remembered negative affect. LIMITATIONS Emotional affect was evaluated by subjective ratings, which may lack objectivity. Additionally, laboratory settings and monetary rewards used in this study may cause the results less generalized to daily life and to other types of rewards. CONCLUSION The pattern of emotional reactivity in the MDD group was partly consistent with the ECI theory, whereas the SD group showed greater arousal and instability of emotional reactions. These different patterns could facilitate the understanding of emotional reactivity and develop further treatments across the course of depression.
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Affiliation(s)
- Ching-Wen Sun
- Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China; Shanghai Changning Mental Health Center, Shanghai, China
| | - Chao Yan
- Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China; Shanghai Changning Mental Health Center, Shanghai, China.
| | - Qin-Yu Lv
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ya-Jing Wang
- Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Wen-Yi Xiao
- Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Yi Wang
- Neuropsychology and Applied Cognitive Neuroscience Laboratory, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Zheng-Hui Yi
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Ji-Kun Wang
- Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science, East China Normal University, Shanghai, China.
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29
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Kangas ES, Vuoriainen E, Lindeman S, Astikainen P. Auditory event-related potentials in separating patients with depressive disorders and non-depressed controls: A narrative review. Int J Psychophysiol 2022; 179:119-142. [PMID: 35839902 DOI: 10.1016/j.ijpsycho.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 06/30/2022] [Accepted: 07/07/2022] [Indexed: 10/17/2022]
Abstract
This narrative review brings together the findings regarding the differences in the auditory event-related potentials (ERPs) between patients with depressive disorder and non-depressed control subjects. These studies' results can inform us of the possible alterations in sensory-cognitive processing in depressive disorders and the potential of using these ERPs in clinical applications. Auditory P3, mismatch negativity (MMN) and loudness dependence of auditory evoked potentials (LDAEP) were the subjects of the investigation. A search in PubMed yielded 84 studies. The findings of the reviewed studies were not highly consistent, but some patterns could be identified. For auditory P3b, the common findings were attenuated amplitude and prolonged latency among depressed patients. Regarding auditory MMN, especially the amplitude of duration deviance MMN was commonly attenuated, and the amplitude of frequency deviance MMN was increased in depressed patients. In LDAEP studies, generally, no differences between depressed patients and non-depressed controls were reported, although some group differences concerning specific depression subtypes were found. This review posits that future research should investigate whether certain stimulus conditions are particularly efficient at separating depressed and non-depressed participant groups. Future studies should contrast responses in different subpopulations of depressed patients, as well as different clinical groups (e.g., depressive disorder and anxiety disorder patients), to investigate the specificity of the auditory ERP alterations for depressive disorders.
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Affiliation(s)
- Elina S Kangas
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland.
| | - Elisa Vuoriainen
- Human Information Processing Laboratory, Faculty of Social Sciences / Psychology, Tampere University, Tampere, Finland
| | - Sari Lindeman
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland; Central Finland Health Care District, Jyväskylä, Finland
| | - Piia Astikainen
- Department of Psychology, University of Jyvaskyla, Jyväskylä, Finland
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30
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Sheoran H, Srivastava P. Self-Reported Depression Is Associated With Aberration in Emotional Reactivity and Emotional Concept Coding. Front Psychol 2022; 13:814234. [PMID: 35814123 PMCID: PMC9267768 DOI: 10.3389/fpsyg.2022.814234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 04/06/2022] [Indexed: 12/02/2022] Open
Abstract
Cognitive impairment, alterations in mood, emotion dysregulation are just a few of the consequences of depression. Despite depression being reported as the most common mental disorder worldwide, examining depression or risks of depression is still challenging. Emotional reactivity has been observed to predict the risk of depression, but the results have been mixed for negative emotional reactivity (NER). To better understand the emotional response conflict, we asked our participants to describe their feeling in meaningful sentences alongside reporting their reactions to the emotionally evocative words. We presented a word on the screen and asked participants to perform two tasks, rate their feeling after reading the word using the self-assessment manikin (SAM) scale, and describe their feeling using the property generation task. The emotional content was analyzed using a novel machine-learning algorithm approach. We performed these two tasks in blocks and randomized their order across participants. Beck Depression Inventory (BDI) was used to categorize participants into self-reported non-depressed (ND) and depressed (D) groups. Compared to the ND, the D group reported reduced positive emotional reactivity when presented with extremely pleasant words regardless of their arousal levels. However, no significant difference was observed between the D and ND groups for negative emotional reactivity. In contrast, we observed increased sadness and inclination toward low negative context from descriptive content by the D compared to the ND group. The positive content analyses showed mixed results. The contrasting results between the emotional reactivity and emotional content analyses demand further examination between cohorts of self-reported depressive symptoms, no-symptoms, and MDD patients to better examine the risks of depression and help design early interventions.
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Affiliation(s)
| | - Priyanka Srivastava
- Perception and Cognition Research Group, Cognitive Science Lab, Kohli Center on Intelligent Systems, International Institute of Information Technology, Hyderabad, India
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31
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Meynadasy MA, Brush CJ, Sheffler J, Mach R, Carr D, Kiosses D, Hajcak G, Sachs-Ericsson N. Emotion regulation and the late positive potential (LPP) in older adults. Int J Psychophysiol 2022; 177:202-212. [PMID: 35623475 DOI: 10.1016/j.ijpsycho.2022.05.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 05/08/2022] [Accepted: 05/19/2022] [Indexed: 11/17/2022]
Abstract
Emotion regulation (ER) processes in older adults may be important for successful aging. Neural correlates of ER processes have been examined using event-related brain potentials (ERPs), such as the late-positive potential (LPP) during cognitive reappraisal paradigms. The current study sought to extend this research by examining the LPP from an ER task in a sample of 47 community-dwelling older adults between the ages of 60 and 84 years, scoring either high on emotional well-being (as measured by habitual ER use and resiliency; high WB group, n = 20) or low on emotional well-being (as measured by habitual ER use, resiliency, and depression; low WB group, n = 27). Participants viewed unpleasant and neutral images and were instructed to simply react to the images or reappraise their emotional response. Both pre- and post-instruction LPP amplitudes were scored, in addition to self-reported ratings of negative emotion collected during the task. We found greater LPP amplitude to emotionally salient compared to neutral stimuli, reduced LPP amplitude following instructions to reappraise emotional response to stimuli across groups, and a blunted LPP overall for individuals with higher depressive symptoms. Additionally, we demonstrated that older adults with low emotional well-being were less successful at reappraisal according to self-reported ratings of negative emotion, although this was not reflected in the LPP. Collectively, these data suggest that laboratory-based ER tasks might be used to understand abnormal ER use-though the LPP may be more sensitive to depression than individual differences in ER ability.
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Affiliation(s)
- Melissa A Meynadasy
- Department of Psychology, Florida State University, United States of America.
| | - C J Brush
- Department of Psychology, Florida State University, United States of America
| | - Julia Sheffler
- Center for Translational Behavioral Science, Florida State University, United States of America
| | - Russell Mach
- Department of Psychology, University of Arkansas, United States of America
| | - Dawn Carr
- Department of Sociology, Florida State University, United States of America
| | - Dimitris Kiosses
- Weill Cornell Medical College, Cornell University, United States of America
| | - Greg Hajcak
- Department of Psychology, Florida State University, United States of America
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32
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Dell'Acqua C, Dal Bò E, Moretta T, Palomba D, Messerotti Benvenuti S. EEG time-frequency analysis reveals blunted tendency to approach and increased processing of unpleasant stimuli in dysphoria. Sci Rep 2022; 12:8161. [PMID: 35581359 PMCID: PMC9113991 DOI: 10.1038/s41598-022-12263-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 05/06/2022] [Indexed: 12/02/2022] Open
Abstract
To date, affective and cognitive processing of emotional information in individuals with depressive symptoms have been examined through peripheral psychophysiological measures, event-related potentials, and time–frequency analysis of oscillatory activity. However, electrocortical correlates of emotional and cognitive processing of affective content in depression have not been fully understood. Time–frequency analysis of electroencephalographic activity allows disentangling the brain's parallel processing of information. The present study employed a time–frequency approach to simultaneously examine affective disposition and cognitive processing during the viewing of emotional stimuli in dysphoria. Time–frequency event-related changes were examined during the viewing of pleasant, neutral and unpleasant pictures in 24 individuals with dysphoria and 24 controls. Affective disposition was indexed by delta and alpha power, while theta power was employed as a correlate of cognitive elaboration of the stimuli. Cluster-based statistics revealed a centro-parietal reduction in delta power for pleasant stimuli in individuals with dysphoria relative to controls. Also, dysphoria was characterized by an early fronto-central increase in theta power for unpleasant stimuli relative to neutral and pleasant ones. Comparatively, controls were characterized by a late fronto-central and occipital reduction in theta power for unpleasant stimuli relative to neutral and pleasant. The present study granted novel insights on the interrelated facets of affective elaboration in dysphoria, mainly characterized by a hypoactivation of the approach-related motivational system and a sustained facilitated cognitive processing of unpleasant stimuli.
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Affiliation(s)
- Carola Dell'Acqua
- Department of General Psychology, University of Padua, Via Venezia 8, 35131, Padua, Italy. .,Padova Neuroscience Center (PNC), University of Padua, Via Orus 2/B, 35131, Padua, Italy.
| | - Elisa Dal Bò
- Department of General Psychology, University of Padua, Via Venezia 8, 35131, Padua, Italy.,Padova Neuroscience Center (PNC), University of Padua, Via Orus 2/B, 35131, Padua, Italy
| | - Tania Moretta
- Department of General Psychology, University of Padua, Via Venezia 8, 35131, Padua, Italy
| | - Daniela Palomba
- Department of General Psychology, University of Padua, Via Venezia 8, 35131, Padua, Italy.,Padova Neuroscience Center (PNC), University of Padua, Via Orus 2/B, 35131, Padua, Italy
| | - Simone Messerotti Benvenuti
- Department of General Psychology, University of Padua, Via Venezia 8, 35131, Padua, Italy.,Padova Neuroscience Center (PNC), University of Padua, Via Orus 2/B, 35131, Padua, Italy
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Reduced electrocortical responses to pleasant pictures in depression: A brief report on time-domain and time-frequency delta analyses. Biol Psychol 2022; 170:108302. [DOI: 10.1016/j.biopsycho.2022.108302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 11/20/2022]
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34
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Little evidence for a reduced late positive potential to unpleasant stimuli in major depressive disorder. NEUROIMAGE: REPORTS 2022. [DOI: 10.1016/j.ynirp.2022.100077] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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35
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Event-related potential studies of emotion regulation: A review of recent progress and future directions. Int J Psychophysiol 2022; 176:73-88. [DOI: 10.1016/j.ijpsycho.2022.03.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 11/20/2022]
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36
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Treatment-Resistant Depression with Anhedonia: Integrating Clinical and Preclinical Approaches to Investigate Distinct Phenotypes. Neurosci Biobehav Rev 2022; 136:104578. [DOI: 10.1016/j.neubiorev.2022.104578] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 11/30/2021] [Accepted: 02/11/2022] [Indexed: 12/21/2022]
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37
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Stone LB, Silk JS, Lewis G, Banta MC, Bylsma LM. Adolescent girls' intrapersonal and interpersonal parasympathetic regulation during peer support is moderated by trait and state co-rumination. Dev Psychobiol 2022; 64:e22232. [PMID: 35050508 PMCID: PMC8820406 DOI: 10.1002/dev.22232] [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: 07/25/2021] [Revised: 10/31/2021] [Accepted: 11/21/2021] [Indexed: 01/03/2023]
Abstract
Effective emotion regulation (ER) is integral to adolescents' mental well-being and socioemotional development. During adolescence, peer interactions have an increasingly salient influence on the development of effective ER, but not all supportive peer interactions support adaptive ER. Co-rumination reflects the tendency to seek ER support by engaging with peers in negatively focused discussion of ongoing problems. We examined associations between co-rumination (state and trait) with measures of individual's autonomic (i.e., respiratory sinus arrhythmia, RSA) and affective regulation (self-report) among 30 female close-friend dyads (ages 11-17; 74% White) while engaged in a support-seeking discussion in the laboratory. We found that trait co-rumination corresponded with RSA withdrawal during peer support, suggesting a potential mechanism by which co-rumination contributes to dysregulated ER. We also examined dyadic patterns of physiological regulation via prospective change actor partner interdependence models (APIM). Partner effects were moderated by behaviorally coded state co-rumination. Dyads with high state co-rumination displayed coupled RSA movement in opposite directions, while dyads with low state co-rumination exhibited coupled RSA movement in the same direction. These findings are consistent with similar physiologic linkages in close relationships observed in other developmental periods. Results highlight the importance of multimodal assessment for characterizing social ER processes across development.
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Affiliation(s)
- Lindsey B. Stone
- Department of Psychology, Georgia Southern University, Statesboro, GA, USA,Correspondence concerning this article should be addressed to: Lindsey B. Stone, Ph.D., GSU, Dept of Psychology, PO Box 8041 Statesboro, GA 30460,
| | | | - Genevieve Lewis
- Graduate School of Education, University of Pennsylvania, PA, USA
| | | | - Lauren M. Bylsma
- Department of Psychology, University of Pittsburgh, PA, USA,Department of Psychiatry, University of Pittsburgh School of Medicine, PA, USA
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Brush CJ, Burani K, Schmidt KM, Santopetro NJ, Hajcak G. The impact of a single session of aerobic exercise on positive emotional reactivity in depression: Insight into individual differences from the late positive potential. Behav Res Ther 2021; 144:103914. [PMID: 34218001 PMCID: PMC8610214 DOI: 10.1016/j.brat.2021.103914] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 04/29/2021] [Accepted: 06/09/2021] [Indexed: 01/14/2023]
Abstract
Depression has been characterized by a broad disengagement from the environment, as reflected by dampened positive and negative emotional reactivity. Research has shown that acute exercise may enhance positive emotional reactivity in healthy adults. It is unknown whether it can alter positive emotional reactivity in depression. In the present study, positive emotional reactivity was assessed using the late positive potential (LPP) event-related potential before and after 30 min of moderate-intensity aerobic exercise in 43 adults with current or a lifetime history of depression (Mage = 32.74 years; Min/Max = 18/59) and 18 never-depressed healthy adults (Mage = 37.94 years; Min/Max = 21/61). Acute exercise increased the LPP for healthy adults; the LPP did not change among those with current or a lifetime history of depression. A secondary aim was to identify moderators of change in positive emotional reactivity among subgroups of adults with current depression. Compared to adults with impaired mood reactivity, those with intact mood reactivity had a pre-to-post increase in the LPP. The current study provides preliminary support for the LPP as a neural indicator of exercise efficacy and highlights individual differences in response to acute exercise in depression.
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Affiliation(s)
- C J Brush
- Department of Psychology, Florida State University, Tallahassee, FL, USA.
| | - Kreshnik Burani
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Kendall M Schmidt
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | | | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, FL, USA; Department of Biomedical Sciences, Florida State University, Tallahassee, FL, USA
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Mazefsky CA, Conner CM, Breitenfeldt K, Leezenbaum N, Chen Q, Bylsma LM, Pilkonis P. Evidence Base Update for Questionnaires of Emotion Regulation and Reactivity for Children and Adolescents. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2021; 50:683-707. [PMID: 34436940 DOI: 10.1080/15374416.2021.1955372] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: Emotion regulation (ER) is a multi-faceted and dynamic process relevant to both normative emotional development and transdiagnostic emotional dysfunction for a range of psychological disorders. There has been tremendous growth in ER research over the past decade, including the development of numerous new measures to assess ER. This Evidence Base Update included a systematic review to identify self- and informant-report questionnaire measures of ER for children and adolescents, including measures of ER strategies and effectiveness (or emotion dysregulation).Methods: PubMed, PsycInfo, and Health and Psychosocial Instruments databases were searched using the terms emotion OR affect AND regulation OR control OR reactivity OR response, as well as terms related to questionnaires and psychometrics, restricted to articles on youth (< 18 years old). Each measure's psychometrics was evaluated based on modified criteria by De Los Reyes and Langer (2018).Results: Nine-hundred ninety-seven papers were identified yielding 87 measures that met inclusion for review. Although the majority (60%) of identified ER measures could not be recommended based on these criteria, 8% were Excellent, 14% were Good, and 17% were Adequate. The recommended measures included: 11 general ER measures (5 focused on strategies, 5 focused on dysregulation/ effectiveness), 13 measures of ER as it relates to specific emotions or contexts such as irritability or peer stress (4 focused on strategies, 9 focused on dysregulation/effectiveness), and 11 measures of other constructs that include an ER subscale (all focused on dysregulation). Conclusions: The characteristics, strengths, and weaknesses of the recommended ER measures are described in order to guide measure selection for clinical or research uses. A synthesis of themes identified during this review includes commonly observed areas of weakness and gaps in the literature to provide a foundation for future research and measure development.
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Affiliation(s)
- Carla A Mazefsky
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | - Caitlin M Conner
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | | | - Nina Leezenbaum
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | - Qi Chen
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | - Lauren M Bylsma
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | - Paul Pilkonis
- Department of Psychiatry, University of Pittsburgh School of Medicine
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