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Luo RH, Su F, Zhao XY, Cao TH, Liao J, Xue YX, Huang GD, Yang JL. Impairment in acquisition of conditioned fear in people with depressive symptoms. Front Psychol 2024; 15:1384053. [PMID: 38863669 PMCID: PMC11166000 DOI: 10.3389/fpsyg.2024.1384053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/08/2024] [Indexed: 06/13/2024] Open
Abstract
Background Depression is one of the primary global public health issues, and there has been a dramatic increase in depression levels among young people over the past decade. The neuroplasticity theory of depression postulates that a malfunction in neural plasticity, which is responsible for learning, memory, and adaptive behavior, is the primary source of the disorder's clinical manifestations. Nevertheless, the impact of depression symptoms on associative learning remains underexplored. Methods We used the differential fear conditioning paradigm to investigate the effects of depressive symptoms on fear acquisition and extinction learning. Skin conductance response (SCR) is an objective evaluation indicator, and ratings of nervousness, likeability, and unconditioned stimuli (US) expectancy are subjective evaluation indicators. In addition, we used associability generated by a computational reinforcement learning model to characterize the skin conductance response. Results The findings indicate that individuals with depressive symptoms exhibited significant impairment in fear acquisition learning compared to those without depressive symptoms based on the results of the skin conductance response. Moreover, in the discrimination fear learning task, the skin conductance response was positively correlated with associability, as estimated by the hybrid model in the group without depressive symptoms. Additionally, the likeability rating scores improved post-extinction learning in the group without depressive symptoms, and no such increase was observed in the group with depressive symptoms. Conclusion The study highlights that individuals with pronounced depressive symptoms exhibit impaired fear acquisition and extinction learning, suggesting a possible deficit in associative learning. Employing the hybrid model to analyze the learning process offers a deeper insight into the associative learning processes of humans, thus allowing for improved comprehension and treatment of these mental health problems.
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Affiliation(s)
- Rui-Han Luo
- Tianjin Medical University General Hospital, Tianjin, China
- Department of Clinical Psychology, Tianjin Medical University General Hospital, Tianjin, China
| | - Feng Su
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Xin-Yue Zhao
- Tianjin Medical University General Hospital, Tianjin, China
| | - Tian-Hui Cao
- Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Jing Liao
- Tianjin Medical University General Hospital, Tianjin, China
| | - Yan-Xue Xue
- National Institute on Drug Dependence and Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, China
| | - Geng-Di Huang
- Department of Addiction Medicine, Shenzhen Clinical Research Center for Mental Disorders, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China
| | - Jian-Li Yang
- Tianjin Medical University General Hospital, Tianjin, China
- Department of Clinical Psychology, Tianjin Medical University General Hospital, Tianjin, China
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LoTemplio S, Silcox J, Murdock R, Strayer DL, Payne BR. To err is human- to understand error-processing is divine: Contributions of working memory and anxiety to error-related brain and pupil responses. Psychophysiology 2023; 60:e14392. [PMID: 37496438 DOI: 10.1111/psyp.14392] [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: 08/12/2022] [Revised: 03/29/2023] [Accepted: 05/12/2023] [Indexed: 07/28/2023]
Abstract
Both anxiety and working memory capacity appear to predict increased (more negative) error-related negativity (ERN) amplitudes, despite being inversely related to one another. Until the interactive effects of these variables on the ERN are clarified, there may be challenges posed to our ability to use the ERN as an endophenotype for anxiety, as some have suggested. The compensatory error monitoring hypothesis suggests that high trait-anxiety individuals have larger ERN amplitudes because they must employ extra, compensatory efforts to override the working memory demands of their anxiety. Yet, to our knowledge, no ERN study has employed direct manipulation of working memory demands in conjunction with direct manipulations of induced (state) anxiety. Furthermore, little is known about how these manipulations affect other measures of error processing, such as the error-related pupil dilation response and post-error behavioral adjustments. Therefore, we manipulate working memory load and anxiety in a 2 × 2 within-subjects design to examine the interactive effects of working memory load and anxiety on ERN amplitude, error-related pupil dilation response amplitude, and post-error behavior. There were no effects of our manipulations on ERN amplitude, suggesting a strong interpretation of compensatory error-processing theory. However, our worry manipulation affected post-error behavior, such that worry caused a reduction in post-error accuracy. Additionally, our working memory manipulation affected error-related PDR magnitude and the amplitude of the error-related positivity (Pe), such that increased working memory load decreased the amplitude of these responses. Implications of these results within the context of the compensatory error processing framework are discussed.
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Affiliation(s)
| | - Jack Silcox
- University of Utah, Salt Lake City, Utah, USA
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Sun J, Wang S, Mu G, Liu J, Su R, Zhang X, Fang J, Wang Y. Symptoms of depression and anxiety in Chinese adolescents: heterogeneity and associations with executive function. BMC Psychiatry 2023; 23:410. [PMID: 37286986 DOI: 10.1186/s12888-023-04810-z] [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: 11/09/2022] [Accepted: 04/20/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND Depression and anxiety are common symptoms associated with significant morbidity in adolescents. Few studies have explored the relationship between latent profiles of adolescent depression-anxiety symptoms and executive function (EF), which is also a major pediatric public health concern. METHODS The sample included 1,306 participants who were recruited from two schools in Ningxia. The Depression Self-Rating Scale for Children (DSRSC) and the Screen for Child Anxiety Related Emotional Disorders (SCARED) were used to assess the level of depression-anxiety symptoms in adolescents, and their executive function state was assessed using the Behavior Rating Inventory of Executive Function-Self-Report version (BRIEF-SR). Latent profile analysis (LPA) was carried out using Mplus 7.0 to explore the most likely number of profiles based on the subscales of DSRSC and SCARED. The relationship between adolescents' executive function and depression-anxiety symptoms were analyzed by multivariable logistic regression, and the odds ratio were used to test the impact of this relationship. RESULTS The LPA results show that the three-profile model was the best-fitting model for adolescent depression and anxiety symptoms. The proportions of Profile-1 ("Healthy Group"), Profile-2 ("Anxiety Disorder Group"), and Profile-3 ("Depression-Anxiety Disorder Group") were 61.4%, 23.9%, and 14.7%, respectively. Additional analyses using multivariable logistic regression suggested that poor shifting capacity and emotional control were significantly more likely to be classified into the depression and/or anxiety groups, and worse working memory, task completion, and better inhibition were significantly more likely to be classified into the anxiety group. CONCLUSIONS The findings contribute to our understanding of the heterogeneity of adolescents' depression-anxiety symptoms and highlight the important role of executive function in influencing mental health outcomes. These findings will guide the improvement and delivery of interventions for the treatment of anxiety and depression in adolescents, mitigating functional impairments in patients and reducing disease risk.
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Affiliation(s)
- Jing Sun
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Shaoxia Wang
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Guoxia Mu
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Jingru Liu
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Rina Su
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Xiang Zhang
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China
| | - Jianqun Fang
- Mental Health Center, General Hospital of Ningxia Medical University, No. 804 South Shengli Street, Yinchuan, 750004, Ningxia, China.
| | - Yanrong Wang
- School of Nrising, Ningxia Medical University, No. 1106 South Shengli Street, Yinchuan, 750004, Ningxia, China.
- Mental Health Center, General Hospital of Ningxia Medical University, No. 804 South Shengli Street, Yinchuan, 750004, Ningxia, China.
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Böttger SJ, Förstner BR, Szalek L, Koller-Schlaud K, Rapp MA, Tschorn M. Mood and anxiety disorders within the Research Domain Criteria framework of Positive and Negative Valence Systems: a scoping review. Front Hum Neurosci 2023; 17:1184978. [PMID: 37333832 PMCID: PMC10272468 DOI: 10.3389/fnhum.2023.1184978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 05/02/2023] [Indexed: 06/20/2023] Open
Abstract
Introduction While a growing body of research is adopting Research Domain Criteria (RDoC)-related methods and constructs, there is still a lack of comprehensive reviews on the state of published research on Positive Valence Systems (PVS) and Negative Valence Systems (NVS) in mood and anxiety disorders consistent with the RDoC framework. Methods Five electronic databases were searched to identify peer-reviewed publications covering research on "positive valence" and "negative valence" as well as "valence," "affect," and "emotion" for individuals with symptoms of mood and anxiety disorders. Data was extracted with a focus on disorder, domain, (sub-) constructs, units of analysis, key results, and study design. Findings are presented along four sections, distinguishing between primary articles and reviews each for PVS, NVS, and cross-domain PVS and NVS. Results A total of 231 abstracts were identified, and 43 met the inclusion criteria for this scoping review. Seventeen publications addressed research on PVS, seventeen on NVS, and nine covered cross-domain research on PVS and NVS. Psychological constructs were typically examined across different units of analysis, with the majority of publications incorporating two or more measures. Molecular, genetic, and physiological aspects were mainly investigated via review articles, primary articles focused on self-report, behavioral, and, to a lesser extent, physiological measures. Conclusions This present scoping review shows that mood and anxiety disorders were actively studied using a range of genetic, molecular, neuronal, physiological, behavioral, and self-report measures within the RDoC PVS and NVS. Results highlight the essential role of specific cortical frontal brain structures and of subcortical limbic structures in impaired emotional processing in mood and anxiety disorders. Findings also indicate overall limited research on NVS in bipolar disorders and PVS in anxiety disorders, a majority of self-report studies, and predominantly observational studies. Future research is needed to develop more RDoC-consistent advancements and intervention studies targeting neuroscience-driven PVS and NVS constructs.
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Affiliation(s)
- Sarah Jane Böttger
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
- DZPG (German Center of Mental Health), partner site Berlin/Potsdam, Potsdam, Germany
| | - Bernd R. Förstner
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
- DZPG (German Center of Mental Health), partner site Berlin/Potsdam, Potsdam, Germany
| | - Laura Szalek
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
| | - Kristin Koller-Schlaud
- Department of Psychiatry, Psychotherapy and Psychosomatics, Brandenburg Medical School, University Hospital Ruppin-Brandenburg, Neuruppin, Germany
| | - Michael A. Rapp
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
- DZPG (German Center of Mental Health), partner site Berlin/Potsdam, Potsdam, Germany
| | - Mira Tschorn
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
- DZPG (German Center of Mental Health), partner site Berlin/Potsdam, Potsdam, Germany
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Khosravi P, Zugman A, Amelio P, Winkler AM, Pine DS. Translating Big Data to Clinical Outcomes in Anxiety: Potential for Multimodal Integration. Curr Psychiatry Rep 2022; 24:841-851. [PMID: 36469202 PMCID: PMC9931491 DOI: 10.1007/s11920-022-01385-6] [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] [Accepted: 10/16/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE OF THE REVIEW This review describes approaches to research on anxiety that attempt to link neural correlates to treatment response and novel therapies. The review emphasizes pediatric anxiety disorders since most anxiety disorders begin before adulthood. RECENT FINDINGS Recent literature illustrates how current treatments for anxiety manifest diverse relations with a range of neural markers. While some studies demonstrate post-treatment normalization of markers in anxious individuals, others find persistence of group differences. For other markers, which show no pretreatment association with anxiety, the markers nevertheless distinguish treatment-responders from non-responders. Heightened error related negativity represents the risk marker discussed in the most depth; however, limitations in measures related to error responding necessitate multimodal and big-data approaches. Single risk markers show limits as correlates of treatment response. Large-scale, multimodal data analyzed with predictive models may illuminate additional risk markers related to anxiety disorder treatment outcomes. Such work may identify novel targets and eventually guide improvements in treatment response/outcomes.
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Affiliation(s)
- Parmis Khosravi
- Section on Development and Affective Neuroscience, Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, MD, Bethesda, USA.
| | - André Zugman
- Section on Development and Affective Neuroscience, Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, MD, Bethesda, USA
| | - Paia Amelio
- Section on Development and Affective Neuroscience, Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, MD, Bethesda, USA
| | - Anderson M Winkler
- Section on Development and Affective Neuroscience, Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, MD, Bethesda, USA
| | - Daniel S Pine
- Section on Development and Affective Neuroscience, Emotion and Development Branch, National Institute of Mental Health, National Institutes of Health, MD, Bethesda, USA
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Brown CS, Amir N. The moderating effect of anxiety diagnosis on the relationship between error-related negativity and anxiety sensitivity cognitive concerns. Biol Psychol 2022; 175:108443. [DOI: 10.1016/j.biopsycho.2022.108443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 09/14/2022] [Accepted: 10/09/2022] [Indexed: 11/02/2022]
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Weinberg A. Pathways to depression: Dynamic associations between neural responses to appetitive cues in the environment, stress, and the development of illness. Psychophysiology 2022; 60:e14193. [PMID: 36256483 DOI: 10.1111/psyp.14193] [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: 05/12/2022] [Revised: 09/14/2022] [Accepted: 09/21/2022] [Indexed: 11/30/2022]
Abstract
This review focuses on research my colleagues and I have conducted on etiological pathways to depression. Much of this work has focused on the measurement of neural responses to appetitive cues, using two event-related brain potential (ERP) components, the Late Positive Potential (LPP) and the Reward Positivity (RewP). Reductions in each of these components have been associated with current symptoms of depression, and in some cases have been shown to differentiate anxious from depressive phenotypes. In this review, I will describe three broad and related approaches we have taken in our research to address a series of interdependent issuess. The first attempts to understand different sources of variation in the LPP and RewP, and how these sources interact with one another. The second tries to identify whether variation in the processes measured by these ERP components might reflect a latent vulnerability to depression and its symptoms, that is evident prior to illness onset. And the third examines the possibility that the processes reflected in the LPP and RewP might play a mechanistic role in the development of depression.
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Affiliation(s)
- Anna Weinberg
- Department of Psychology, McGill University, Montreal, Quebec, Canada
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8
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Rueppel M, Mannella KA, Fitzgerald KD, Schroder HS. Post-error slowing in anxiety and obsessive-compulsive disorders. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:610-624. [PMID: 34966981 DOI: 10.3758/s13415-021-00976-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/01/2021] [Indexed: 06/14/2023]
Abstract
Altered brain response to errors in anxiety and obsessive-compulsive disorders (OCD) suggests cognitive control abnormalities across both types of illness, but behavioral metrics of cognitive control function have yet to be compared in patients selected from these different diagnostic categories. Thus, we examined post-error slowing (PES), a behavioral adjustment that typically occurs after a mistake, in children and adolescents with and without a primary anxiety disorder (N = 103 anxiety and N = 28 healthy controls) and adolescents and adults with and without OCD (N = 118 OCD and N = 60 healthy controls) using a go/no-go task. Primary analyses tested for differences in PES between diagnostic groups (anxiety, OCD, healthy), controlling for age, overall reaction time, and overall accuracy. Results indicated that patients with anxiety disorders exhibited more post-error slowing than both patients with OCD and healthy volunteers. In contrast, participants with OCD did not differ from healthy volunteers in post-error slowing. In subgroup analyses restricted to adolescent participants (ages 13-17 years), more post-error slowing was observed in the anxiety disorders group compared with either the OCD or healthy groups. These data suggest that excessive post-error slowing, an index of behavioral adjustment following errors, may uniquely characterize patients with anxiety disorders relative to healthy individuals and those with OCD.
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Affiliation(s)
- Meryl Rueppel
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
| | - Kristin A Mannella
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
| | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
| | - Hans S Schroder
- Department of Psychiatry, University of Michigan Medical School, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA.
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9
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Lei H, Chen C, Hagiwara K, Kusumi I, Tanabe H, Inoue T, Nakagawa S. Symptom Patterns of the Occurrence of Depression and Anxiety in a Japanese General Adult Population Sample: A Latent Class Analysis. Front Psychiatry 2022; 13:808918. [PMID: 35211043 PMCID: PMC8861440 DOI: 10.3389/fpsyt.2022.808918] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 01/07/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Given the high comorbidity and shared risk factors between depression and anxiety, whether they represent theoretically distinct disease entities or are just characteristics of a common negative affect dimension remains debated. Employing a data-driven and person-centered approach, the present study aims to identify meaningful and discrete symptom patterns of the occurrence of depression and anxiety. METHODS Using data from an adult sample from the Japanese general population (n = 403, including 184 females, age = 42.28 ± 11.87 years), we applied latent class analysis to identify distinct symptom patterns of depression (PHQ-9) and anxiety (STAI Y1). To empirically validate the derived class memberships, we tested the association between the derived classes and personal profiles including childhood experiences, life events, and personality traits. RESULTS The best-fitting solution had four distinct symptom patterns or classes. Whereas both Class 1 and 2 had high depression, Class 1 showed high anxiety due to high anxiety-present symptoms (e.g., "I feel nervous") while Class 2 showed moderate anxiety due to few anxiety-absent symptoms (e.g., "I feel calm"). Class 3 manifested mild anxiety symptoms due to lacking responses on anxiety-absent items. Class 4 manifested the least depressive and anxiety-present symptoms as well as the most anxiety-absent symptoms. Importantly, whereas both Class 1 and 2 had higher childhood neglect and reduced reward responsiveness, etc. compared to Class 4 (i.e., the most healthy class), only Class 1 had greater negative affect and reported more negative life events. CONCLUSIONS To our knowledge, this is the first latent class analysis that examined the symptom patterns of depression and anxiety in Asian subjects. The classes we identified have distinct features that confirm their unique patterns of symptom endorsement. Our findings may provide insights into the etiology of depression, anxiety, and their comorbidity.
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Affiliation(s)
- Huijie Lei
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Chong Chen
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Kosuke Hagiwara
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Ichiro Kusumi
- Department of Psychiatry, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Hajime Tanabe
- Faculty of Humanities and Social Sciences, Shizuoka University, Shizuoka, Japan
| | - Takeshi Inoue
- Department of Psychiatry, Tokyo Medical University, Tokyo, Japan
| | - Shin Nakagawa
- Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Ube, Japan
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Michelini G, Palumbo IM, DeYoung CG, Latzman RD, Kotov R. Linking RDoC and HiTOP: A new interface for advancing psychiatric nosology and neuroscience. Clin Psychol Rev 2021; 86:102025. [PMID: 33798996 PMCID: PMC8165014 DOI: 10.1016/j.cpr.2021.102025] [Citation(s) in RCA: 98] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 03/11/2021] [Accepted: 03/19/2021] [Indexed: 12/14/2022]
Abstract
The Research Domain Criteria (RDoC) and the Hierarchical Taxonomy of Psychopathology (HiTOP) represent major dimensional frameworks proposing two alternative approaches to accelerate progress in the way psychopathology is studied, classified, and treated. RDoC is a research framework rooted in neuroscience aiming to further the understanding of transdiagnostic biobehavioral systems underlying psychopathology and ultimately inform future classifications. HiTOP is a dimensional classification system, derived from the observed covariation among symptoms of psychopathology and maladaptive traits, which seeks to provide more informative research and treatment targets (i.e., dimensional constructs and clinical assessments) than traditional diagnostic categories. This article argues that the complementary strengths of RDoC and HiTOP can be leveraged in order to achieve their respective goals. RDoC's biobehavioral framework may help elucidate the underpinnings of the clinical dimensions included in HiTOP, whereas HiTOP may provide psychometrically robust clinical targets for RDoC-informed research. We present a comprehensive mapping between dimensions included in RDoC (constructs and subconstructs) and HiTOP (spectra and subfactors) based on narrative review of the empirical literature. The resulting RDoC-HiTOP interface sheds light on the biobehavioral correlates of clinical dimensions and provides a broad set of dimensional clinical targets for etiological and neuroscientific research. We conclude with future directions and practical recommendations for using this interface to advance clinical neuroscience and psychiatric nosology. Ultimately, we envision that this RDoC-HiTOP interface has the potential to inform the development of a unified, dimensional, and biobehaviorally-grounded psychiatric nosology.
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Affiliation(s)
- Giorgia Michelini
- Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90024, United States of America.
| | - Isabella M Palumbo
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States of America
| | - Colin G DeYoung
- Department of Psychology, University of Minnesota, Minneapolis, MN 55455, United States of America
| | - Robert D Latzman
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States of America
| | - Roman Kotov
- Department of Psychiatry & Behavioral Health, Stony Brook University, Stony Brook, NY 11790, United States of America
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Macedo I, Pasion R, Barbosa F, Ferreira-Santos F. A dimensional approach to the neuronal correlates of anxiety, depression, and perfectionism: A transdiagnostic dissociation of error-related brain activity. Behav Brain Res 2021; 408:113271. [PMID: 33811953 DOI: 10.1016/j.bbr.2021.113271] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 03/14/2021] [Accepted: 03/29/2021] [Indexed: 11/30/2022]
Abstract
Transdiagnostic approaches such as the Research Domain Criteria (RDoC) highlight the importance of addressing psychopathological constructs dimensionally, since comorbidity and heterogeneity represent prevalent issues in the available categorical diagnosis. The current study analyses distinct internalizing dimensions of depression and anxiety, and the transdiagnostic feature of perfectionism on the modulation of error-related brain activity (i.e., ERN). A sample of 125 participants completed self-reported measures of anxiety, depression, and perfectionism, and performed two versions of the Flanker Task (performance monitoring and sustained-threat) during an EEG recording. In the broad internalizing dimensions, anxiety predicted increased ERN amplitudes when controlling for the shared variance with depression and perfectionism. The narrower dimensions of anxiety and depression revealed a dissociative effect: cognitive anxiety explained blunted ERN amplitudes, while the physiological signs of anxiety and depression predicted increased amplitudes. For perfectionism, no significant results were found. Exploratory analyses further revealed that the Error Positivity component (Pe) was reduced in anxiety and physiological depression. We conclude that anxiety features emerge as the main explanation for the altered patterns of error monitoring in a transdiagnostic sample. Since anxiety is expected to co-occur with other disorders, the current findings suggest that altered patterns of error monitoring will be a transdiagnostic feature of various internalizing and anxiety-related disorders.
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Affiliation(s)
- Inês Macedo
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Educational Sciences, University of Porto, Portugal
| | - Rita Pasion
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Educational Sciences, University of Porto, Portugal.
| | - Fernando Barbosa
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Educational Sciences, University of Porto, Portugal
| | - Fernando Ferreira-Santos
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Educational Sciences, University of Porto, Portugal
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Premo JE, Mannella KA, Duval ER, Liu Y, Morrison CL, Moser JS, Muzik M, Rosenblum KL, Fitzgerald KD. Startle to neutral, not negative stimuli: A neurophysiological correlate of behavioral inhibition in young children. Dev Psychobiol 2021; 63:1322-1329. [PMID: 33782955 DOI: 10.1002/dev.22120] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 01/27/2021] [Accepted: 03/06/2021] [Indexed: 11/06/2022]
Abstract
A putative biomarker of anxiety risk, the startle response is typically enhanced by negative compared to neutral emotion modulation in adults, but remains understudied in children. To determine the extent to which neutral, negative, and positively valenced emotional conditions modulate startle response in early life, a child-friendly film paradigm was used to vary emotion across these conditions during startle induction in sixty-four 4- to 7-year-old children. Association of emotion-modulated startle with parent-reported anxiety symptom severity and child behavioral inhibition, a risk factor for anxiety problems, were assessed. Analyses revealed no difference in startle magnitude during negative compared to neutral film clips. By contrast, startle during both negative and neutral conditions was greater than startle during the positive condition. Larger startle magnitude during the neutral condition associated with higher levels of child behavioral inhibition (BI). These results are consistent with possible immaturity of startle response in young children, and suggest that startle amplitude in more emotionally ambiguous, neutral conditions could serve as an early biomarker for anxiety risk.
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Affiliation(s)
- Julie E Premo
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | | | - Elizabeth R Duval
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Yanni Liu
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Claire L Morrison
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA
| | - Jason S Moser
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Maria Muzik
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | | | - Kate D Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
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Malejko K, Hafner S, Plener PL, Bonenberger M, Groen G, Abler B, Graf H. Neural signature of error processing in major depression. Eur Arch Psychiatry Clin Neurosci 2021; 271:1359-1368. [PMID: 33595693 PMCID: PMC8429380 DOI: 10.1007/s00406-021-01238-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 02/03/2021] [Indexed: 01/05/2023]
Abstract
The clinical presentation of major depression (MD) is heterogenous and comprises various affective and cognitive symptoms including an increased sensitivity to errors. Various electrophysiological but only few functional magnetic resonance imaging (fMRI) studies investigated neural error processing in MD with inconsistent findings. Thus, reliable evidence regarding neural signatures of error processing in patients with current MD is limited despite its potential relevance as viable neurobiological marker of psychopathology. We therefore investigated a sample of 16 young adult female patients with current MD and 17 healthy controls (HC). During fMRI, we used an established Erikson-flanker Go/NoGo-paradigm and focused on neural alterations during errors of commission. In the absence of significant differences in rates of errors of commission in MD compared to HC, we observed significantly (p < 0.05, FWE-corrected on cluster level) enhanced neural activations of the dorsal anterior cingulate cortex (dACC) and the pre-supplementary motor area (pre-SMA) in MD relative to HC and thus, in brain regions consistently associated to neural error processing and corresponding behavioral adjustments. Considering comparable task performance, in particular similar commission error rates in MD and HC, our results support the evidence regarding an enhanced responsivity of neural error detection mechanisms in MD as a potential neural signature of increased negative feedback sensitivity as one of the core psychopathological features of this disorder.
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Affiliation(s)
- Kathrin Malejko
- Department of Psychiatry and Psychotherapy III, Ulm University Hospital, Leimgrubenweg 12-14, Ulm, Germany.
| | - Stefan Hafner
- Department of Psychiatry and Psychotherapy III, Ulm University Hospital, Leimgrubenweg 12-14, Ulm, Germany
| | - Paul L. Plener
- Department of Child and Adolescent Psychiatry and Psychotherapy, Ulm University Hospital, Ulm, Germany ,Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - Martina Bonenberger
- Department of Child and Adolescent Psychiatry and Psychotherapy, Ulm University Hospital, Ulm, Germany
| | - Georg Groen
- Department of Psychiatry and Psychotherapy III, Ulm University Hospital, Leimgrubenweg 12-14, Ulm, Germany
| | - Birgit Abler
- Department of Psychiatry and Psychotherapy III, Ulm University Hospital, Leimgrubenweg 12-14, Ulm, Germany
| | - Heiko Graf
- Department of Psychiatry and Psychotherapy III, Ulm University Hospital, Leimgrubenweg 12-14, Ulm, Germany
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Lee KFA, Fox AM, Notebaert L. The effects of anxiety, depressive, and obsessive-compulsive subclinical symptoms on performance monitoring. Int J Psychophysiol 2020; 158:362-369. [DOI: 10.1016/j.ijpsycho.2020.09.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 09/10/2020] [Accepted: 09/23/2020] [Indexed: 10/23/2022]
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Abnormal approach-related motivation but spared reinforcement learning in MDD: Evidence from fronto-midline Theta oscillations and frontal Alpha asymmetry. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2020; 19:759-777. [PMID: 30675690 DOI: 10.3758/s13415-019-00693-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Major depression is characterized by abnormal reward processing and reinforcement learning (RL). This impairment might stem from deficient motivation processes, in addition to reduced reward sensitivity. In this study, we recorded 64-channel EEG in a large cohort of major depressive disorder (MDD) patients and matched healthy controls (HC) while they performed a standard RL task. Participants were asked to discover, by trial and error, several hidden stimulus-response associations having different reward probabilities, as enforced using evaluative feedback. We extracted induced fronto-midline Theta (FMT) power time-locked to the response and feedback as neurophysiological index of RL. Furthermore, we assessed approach-related motivation by measuring frontal alpha asymmetry concurrently. At the behavioral level, MDD patients and HCs showed comparable RL. At the EEG level, FMT power systematically varied as a function of reward probability, with opposing effects found at the response and feedback levels. Although this global pattern was spared in MDD, at the feedback level these patients showed however a steep FMT power decrease across trials when reward probability was low. Moreover, they showed impaired approach-related motivation during task execution, as reflected by frontal Alpha asymmetry. These results suggest a dissociation between (globally spared) RL and (impaired) approach motivation in MDD.
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Abstract
In the following grant report, we describe initial and planned work supported by our National Institute of Mental Health R01-funded, Research Domain Criteria (RDoc) informed project, “Dimensional Brain Behavior Predictors of CBT Outcomes in Pediatric Anxiety”. This project examines response to cognitive behavioral therapy (CBT) in a large sample of anxiety-affected and low-anxious youth ages 7 to 18 years using multiple levels of analysis, including brain imaging, behavioral performance, and clinical measures. The primary goal of the project is to understand how brain-behavioral markers of anxiety-relevant constructs, namely acute threat, cognitive control, and their interaction, associate with CBT response in youth with clinically significant anxiety. A secondary goal is to determine whether child age influences how these markers predict, and/or change, across varying degrees of CBT response. Now in its fourth year, data from this project has informed the examination of (1) baseline (i.e., pre-CBT) anxiety severity as a function of brain-behavioral measures of cognitive control, and (2) clinical characteristics of youth and parents that associate with anxiety severity and/or predict response to CBT. Analysis of brain-behavioral markers before and after CBT will assess mechanisms of CBT effect, and will be conducted once the data collection in the full sample has been completed. This knowledge will help guide the treatment of clinically anxious youth by informing for whom and how does CBT work.
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Ip KI, Liu Y, Moser J, Mannella K, Hruschak J, Bilek E, Muzik M, Rosenblum K, Fitzgerald K. Moderation of the relationship between the error-related negativity and anxiety by age and gender in young children: A preliminary investigation. Dev Cogn Neurosci 2019; 39:100702. [PMID: 31494429 PMCID: PMC6969360 DOI: 10.1016/j.dcn.2019.100702] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 08/15/2019] [Accepted: 08/16/2019] [Indexed: 12/16/2022] Open
Abstract
The error-related negativity (ERN) is a neurophysiologic response to errors that associates with anxiety. Despite the potential relevance of the ERN for understanding mechanisms of early anxiety problems in the developing brain, the relation between ERN and anxious symptoms in young children remains poorly understood. Emerging evidence suggests that ERN-anxiety associations could vary by developmental stage, but this work requires replication and consideration of gender effects, given earlier maturation of the ERN and higher rates of anxiety problems in girls relative to boys. To address this gap, the ERN was collected in 49 preschool- to school-aged children (ages 4-9; 26 girls) sampled across a wide range of anxiety severity. Regression analyses revealed that ERN - anxiety associations depended on age and gender. Specifically, larger (more negative) ERN associated with more anxiety in older girls, whereas smaller ERN associated with more anxiety symptoms in younger girls. No ERN-anxiety association was found in boys. These findings suggest that age and gender moderate the direction of the relation between ERN and anxiety in early childhood and could have important implications for the development of ERN-based risk identification and targeted treatment strategies tailored to individual children.
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Affiliation(s)
- Ka I Ip
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI, USA.
| | - Yanni Liu
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Jason Moser
- Department of Psychology, Michigan State University, East Lasing, MI, USA
| | - Kristin Mannella
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Jessica Hruschak
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Emily Bilek
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Maria Muzik
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | | | - Kate Fitzgerald
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
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ERN as a transdiagnostic marker of the internalizing-externalizing spectrum: A dissociable meta-analytic effect. Neurosci Biobehav Rev 2019; 103:133-149. [DOI: 10.1016/j.neubiorev.2019.06.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 05/31/2019] [Accepted: 06/09/2019] [Indexed: 12/30/2022]
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Jenkins LM, Stange JP, Bessette KL, Chang YS, Corwin SD, Skerrett KA, Patrón VG, Zubieta JK, Crane NA, Passarotti AM, Pine DS, Langenecker SA. Differential engagement of cognitive control regions and subgenual cingulate based upon presence or absence of comorbid anxiety with depression. J Affect Disord 2018; 241:371-380. [PMID: 30145507 PMCID: PMC6237191 DOI: 10.1016/j.jad.2018.07.082] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 05/30/2018] [Accepted: 07/31/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) and anxiety disorders are highly comorbid, sharing many similar symptoms, including impairments in cognitive control. Deficits in cognitive control could be a potential mechanism underlying impaired emotion regulation in mood disorders. METHODS Participants were 44 individuals with no history of mental illness (healthy controls, HC), 31 individuals in the remitted state of MDD (rMDD), and 18 individuals who met lifetime DSM-IV-TR criteria for rMDD and an anxiety disorder in remission (Comorbid). Participants completed a Parametric Go/No-Go (PGNG) test during fMRI. Event-related analyses modeled activity for cognitive control successes (Hits for Targets, Rejections for Lures) and failures (Commissions on Lures) on the PGNG task. RESULTS The rMDD group showed significantly reduced activity within the cognitive control network (CCN) during Commission errors, including the middle frontal gyrus and inferior parietal lobule (IPL). The Comorbid group showed significantly reduced activity in several clusters within the CCN during correct Rejections, including the left IPL and right inferior frontal gyrus and greater subgenual cingulate. Notably, during correct Rejections, 60% of activation for the Comorbid group was within the Salience and Emotion Network (SEN), with 0% within the CCN. LIMITATIONS The size of the Comorbid subgroup was modest, preventing subanalysis of the different AD subtypes. CONCLUSIONS There is evidence that CCN activity declines in rMDD and that there may be compensatory SEN activity in individuals with Comorbid rMDD and anxiety. Our findings support the identification of comorbid anxiety as a meaningful subtype of MDD that may obscure group differences between rMDD and HCs.
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Affiliation(s)
| | | | | | - Yi-Shin Chang
- The University of Illinois at Chicago, Department of Psychiatry
| | | | | | | | | | | | | | | | - Scott A. Langenecker
- The University of Illinois at Chicago, Department of Psychiatry,Department of Psychiatry, The University of Michigan,Corresponding author: Scott A. Langenecker, Cognitive Neuroscience Center, Department of Psychiatry, The University of Illinois at Chicago, 1601 W Taylor St. Chicago, IL 60612 and
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Pasion R, Paiva TO, Fernandes C, Almeida R, Barbosa F. ERN modulation under sustained threat: A pre-registered report. JOURNAL OF RESEARCH IN PERSONALITY 2018. [DOI: 10.1016/j.jrp.2018.10.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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21
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Senderecka M, Ociepka M, Matyjek M, Kroczek B. Post-error Brain Activity Correlates With Incidental Memory for Negative Words. Front Hum Neurosci 2018; 12:178. [PMID: 29867408 PMCID: PMC5951961 DOI: 10.3389/fnhum.2018.00178] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 04/13/2018] [Indexed: 12/17/2022] Open
Abstract
The present study had three main objectives. First, we aimed to evaluate whether short-duration affective states induced by negative and positive words can lead to increased error-monitoring activity relative to a neutral task condition. Second, we intended to determine whether such an enhancement is limited to words of specific valence or is a general response to arousing material. Third, we wanted to assess whether post-error brain activity is associated with incidental memory for negative and/or positive words. Participants performed an emotional stop-signal task that required response inhibition to negative, positive or neutral nouns while EEG was recorded. Immediately after the completion of the task, they were instructed to recall as many of the presented words as they could in an unexpected free recall test. We observed significantly greater brain activity in the error-positivity (Pe) time window in both negative and positive trials. The error-related negativity amplitudes were comparable in both the neutral and emotional arousing trials, regardless of their valence. Regarding behavior, increased processing of emotional words was reflected in better incidental recall. Importantly, the memory performance for negative words was positively correlated with the Pe amplitude, particularly in the negative condition. The source localization analysis revealed that the subsequent memory recall for negative words was associated with widespread bilateral brain activity in the dorsal anterior cingulate cortex and in the medial frontal gyrus, which was registered in the Pe time window during negative trials. The present study has several important conclusions. First, it indicates that the emotional enhancement of error monitoring, as reflected by the Pe amplitude, may be induced by stimuli with symbolic, ontogenetically learned emotional significance. Second, it indicates that the emotion-related enhancement of the Pe occurs across both negative and positive conditions, thus it is preferentially driven by the arousal content of an affective stimuli. Third, our findings suggest that enhanced error monitoring and facilitated recall of negative words may both reflect responsivity to negative events. More speculatively, they can also indicate that post-error activity of the medial prefrontal cortex may selectively support encoding for negative stimuli and contribute to their privileged access to memory.
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Affiliation(s)
| | - Michał Ociepka
- Institute of Computer Science and Computational Mathematics, Jagiellonian University, Kraków, Poland
| | - Magdalena Matyjek
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bartłomiej Kroczek
- Institute of Computer Science and Computational Mathematics, Jagiellonian University, Kraków, Poland
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22
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Rosen TE, Lerner MD. Error-related brain activity and anxiety symptoms in youth with autism spectrum disorder. Autism Res 2017; 11:342-354. [PMID: 29210194 DOI: 10.1002/aur.1898] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 10/11/2017] [Accepted: 11/08/2017] [Indexed: 12/26/2022]
Abstract
Individuals with autism spectrum disorder (ASD) often experience symptoms associated with generalized anxiety disorder, obsessive-compulsive disorder, and social anxiety disorder. In other populations, these same symptoms are associated with a larger error-related negativity (ERN), an event-related potential that reflects endogenous threat sensitivity. As such, it is possible that the ERN may relate to the clinical presentation of anxiety in ASD. However, studies examining these associations in youth with ASD have yielded mixed results. The present study aimed to clarify this relationship by examining the ERN in relation to these specific anxiety symptoms in ASD, and by accounting for typical covariates (e.g., age, verbal abilities, depression, ASD symptoms) of the ERN. Fifty-one youth, ages 8-17, with ASD and intact cognitive ability completed a modified Flanker task, from which the ERN component was obtained. Measures of anxiety, verbal abilities, depression, and ASD symptoms were collected from participants and parents. Results revealed that greater self-reported social anxiety symptoms, specifically performance fears but not humiliation/rejection fears, were associated with an increased neural response to errors, as measured by the ERN. This relationship remained after controlling for other anxiety symptoms, as well as age, verbal IQ, depression symptoms, and ASD symptoms. Findings suggest that heightened threat sensitivity may be characteristic of individuals with ASD who exhibit social fearfulness. Autism Res 2018, 11: 342-354. © 2017 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY The error-related negativity (ERN) is a physiological measure of the brain's response to errors which is thought to reflect threat sensitivity and has been implicated in anxiety disorders in individuals without autism spectrum disorder (ASD). The present study revealed that the ERN is related to social anxiety symptoms, specifically performance fears, in a sample of youth with ASD. Findings suggest that heightened threat sensitivity may be characteristic of individuals with ASD who exhibit social fearfulness.
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Affiliation(s)
- Tamara E Rosen
- Department of Psychology, Stony Brook University, Stony Brook, New York, 11794
| | - Matthew D Lerner
- Department of Psychology, Stony Brook University, Stony Brook, New York, 11794
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23
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Moser JS. The Nature of the Relationship Between Anxiety and the Error-Related Negativity Across Development. Curr Behav Neurosci Rep 2017; 4:309-321. [DOI: 10.1007/s40473-017-0132-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Roh D, Chang JG, Yoo SW, Shin J, Kim CH. Modulation of error monitoring in obsessive-compulsive disorder by individually tailored symptom provocation. Psychol Med 2017; 47:2071-2080. [PMID: 28374659 DOI: 10.1017/s0033291717000514] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND The enhanced error monitoring in patients with obsessive-compulsive disorder (OCD), typically measured with the error-related negativity (ERN), has been found to be temporally stable and independent of symptom expression. Here, we examined whether the error monitoring in patients with OCD could be experimentally modulated by individually tailored symptom provocation. METHOD Twenty patients with OCD and 20 healthy controls performed a flanker task in which OCD-relevant or neutral pictures were presented prior to a flanker stimulus. An individualized stimulus set consisting of the most provoking images in terms of OCD symptoms was selected for each patient with OCD. Response-locked event-related potentials were recorded and used to examine the error-related brain activity. RESULTS Patients with OCD showed larger ERN amplitudes than did control subjects in both the OCD-symptom provocation and neutral conditions. Additionally, while patients with OCD exhibited a significant increase in the ERN under the OCD-symptom provocation condition when compared with the neutral condition, control subjects showed no variation in the ERN between the conditions. CONCLUSIONS Our results strengthen earlier findings of hyperactive error monitoring in OCD, as indexed by higher ERN amplitudes in patients with OCD than in controls. Importantly, we showed that the patients' overactive error-signals were experimentally enhanced by individually tailored OCD-symptom triggers, thus suggesting convincing evidence between OCD-symptoms and ERN. Such findings imply that therapeutic interventions should target affective regulation in order to alleviate the perceived threatening value of OCD triggers.
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Affiliation(s)
- D Roh
- Department of Psychiatry,Chuncheon Sacred Heart Hospital,Hallym University College of Medicine,Chuncheon-si,Gangwon-do,Republic of Korea
| | - J-G Chang
- Department of Psychiatry,Severance Hospital,Seoul,Republic of Korea
| | - S W Yoo
- Yoo and Kim Mental Health Clinic,Seoul,Republic of Korea
| | - J Shin
- Department of Psychiatry,Severance Hospital,Seoul,Republic of Korea
| | - C-H Kim
- Department of Psychiatry,Severance Hospital,Seoul,Republic of Korea
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Zald DH, Lahey BB. Implications of the Hierarchical Structure of Psychopathology for Psychiatric Neuroimaging. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2017; 2:310-317. [PMID: 28713866 DOI: 10.1016/j.bpsc.2017.02.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Research into the neurobiological substrates of psychopathology has been impeded by heterogeneity within diagnostic categories, comorbidity among mental disorders, and the presence of symptoms that transcend diagnostic categories. Solutions to these issues increasingly focus neurobiological research on isolated or narrow groupings of symptoms or functional constructs rather than categorical diagnoses. Here we argue for a more integrative approach that also incorporates the broad hierarchical structure of psychopathological symptoms and their etiological mechanisms. This approach places clinical neuroscience research in the context of a hierarchy of empirically defined factors of symptoms such as internalizing disorders, externalizing disorders, and the general factor of psychopathology. Application of this hierarchical approach has the potential to reveal neural substrates that nonspecifically contribute to multiple forms of psychopathology and their comorbidity, and in doing so, facilitate the study of mechanisms that are specific to single dimensions and subsets of symptoms. Neurobiological research on the hierarchy of dimensions of psychopathology is only just beginning to emerge, but has the potential to radically alter our understanding of the neurobiology of abnormal behavior.
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Affiliation(s)
- David H Zald
- Dept. of Psychology and Dept. of Psychiatry, Vanderbilt University
| | - Benjamin B Lahey
- Depts. of Public Health Sciences and Dept. of Psychiatry and Behavioral Neurosciences, University of Chicago
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26
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Lahey BB, Krueger RF, Rathouz PJ, Waldman ID, Zald DH. A hierarchical causal taxonomy of psychopathology across the life span. Psychol Bull 2017; 143:142-186. [PMID: 28004947 PMCID: PMC5269437 DOI: 10.1037/bul0000069] [Citation(s) in RCA: 249] [Impact Index Per Article: 35.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
We propose a taxonomy of psychopathology based on patterns of shared causal influences identified in a review of multivariate behavior genetic studies that distinguish genetic and environmental influences that are either common to multiple dimensions of psychopathology or unique to each dimension. At the phenotypic level, first-order dimensions are defined by correlations among symptoms; correlations among first-order dimensions similarly define higher-order domains (e.g., internalizing or externalizing psychopathology). We hypothesize that the robust phenotypic correlations among first-order dimensions reflect a hierarchy of increasingly specific etiologic influences. Some nonspecific etiologic factors increase risk for all first-order dimensions of psychopathology to varying degrees through a general factor of psychopathology. Other nonspecific etiologic factors increase risk only for all first-order dimensions within a more specific higher-order domain. Furthermore, each first-order dimension has its own unique causal influences. Genetic and environmental influences common to family members tend to be nonspecific, whereas environmental influences unique to each individual are more dimension-specific. We posit that these causal influences on psychopathology are moderated by sex and developmental processes. This causal taxonomy also provides a novel framework for understanding the heterogeneity of each first-order dimension: Different persons exhibiting similar symptoms may be influenced by different combinations of etiologic influences from each of the 3 levels of the etiologic hierarchy. Furthermore, we relate the proposed causal taxonomy to transdimensional psychobiological processes, which also impact the heterogeneity of each psychopathology dimension. This causal taxonomy implies the need for changes in strategies for studying the etiology, psychobiology, prevention, and treatment of psychopathology. (PsycINFO Database Record
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Affiliation(s)
| | | | - Paul J Rathouz
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine
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Larson MJ, Carbine KA. Sample size calculations in human electrophysiology (EEG and ERP) studies: A systematic review and recommendations for increased rigor. Int J Psychophysiol 2017; 111:33-41. [DOI: 10.1016/j.ijpsycho.2016.06.015] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 06/03/2016] [Accepted: 06/28/2016] [Indexed: 10/21/2022]
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28
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Gorka SM, MacNamara A, Aase DM, Proescher E, Greenstein JE, Walters R, Passi H, Babione JM, Levy DM, Kennedy AE, DiGangi JA, Rabinak CA, Schroth C, Afshar K, Fitzgerald J, Hajcak G, Phan KL. Impact of alcohol use disorder comorbidity on defensive reactivity to errors in veterans with posttraumatic stress disorder. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2016; 30:733-742. [PMID: 27786513 DOI: 10.1037/adb0000196] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Converging lines of evidence suggest that individuals with comorbid posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) may be characterized by heightened defensive reactivity, which serves to maintain drinking behaviors and anxiety/hyperarousal symptoms. However, it is important to note that very few studies have directly tested whether individuals with PTSD and AUD exhibit greater defensive reactivity compared with individuals with PTSD without AUD. Therefore, the aim of the current study was to test this emerging hypothesis by examining individual differences in error-related negativity (ERN), an event-related component that is larger among anxious individuals and is thought to reflect defensive reactivity to errors. Participants were 66 military veterans who completed a well-validated flanker task known to robustly elicit the ERN. Veterans were comprised of 3 groups: controls (i.e., no PTSD or AUD), PTSD-AUD (i.e., current PTSD but no AUD), and PTSD + AUD (i.e., current comorbid PTSD and AUD). Results indicated that individuals with PTSD and controls generally did not differ in ERN amplitude. However, among individuals with PTSD, those with comorbid AUD had significantly larger ERNs than those without AUD. These findings suggest that PTSD + AUD is a neurobiologically unique subtype of PTSD, and the comorbidity of AUD may enhance defensive reactivity to errors in individuals with PTSD. (PsycINFO Database Record
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Affiliation(s)
| | | | - Darrin M Aase
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - Eric Proescher
- Department of Psychiatry, University of Illinois at Chicago
| | - Justin E Greenstein
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - Robert Walters
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - Holly Passi
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - Joseph M Babione
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - David M Levy
- Mental Health Service Line, Jesse Brown Veterans Administration Medical Center
| | - Amy E Kennedy
- Department of Psychiatry, University of Illinois at Chicago
| | | | | | | | - Kaveh Afshar
- Department of Psychiatry, University of Illinois at Chicago
| | | | - Greg Hajcak
- Department of Psychology, Stony Brook University
| | - K Luan Phan
- Department of Psychiatry, University of Illinois at Chicago
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Modulatory effects of happy mood on performance monitoring: Insights from error-related brain potentials. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2016; 17:106-123. [DOI: 10.3758/s13415-016-0466-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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Hazlett EA, Blair NJ, Fernandez N, Mascitelli K, Perez-Rodriguez MM, New AS, Goetz RR, Goodman M. Startle amplitude during unpleasant pictures is greater in veterans with a history of multiple-suicide attempts and predicts a future suicide attempt. Psychophysiology 2016; 53:1524-34. [PMID: 27378071 DOI: 10.1111/psyp.12698] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 05/30/2016] [Indexed: 12/26/2022]
Abstract
UNLABELLED Recent studies demonstrate that veterans exhibit higher suicide risk compared with the general U.S. POPULATION A prior suicide attempt is a well-documented predictor of suicide death. Despite increased attention to clinical risk factors of suicide and efforts to develop psychosocial interventions to reduce suicide risk, the underlying biological factors that confer this risk are not well understood. This study examined affect-modulated startle (AMS) during a series of intermixed unpleasant, neutral, and pleasant pictures in a sample of 108 demographically-matched veterans at low (passive ideators: n = 26) and high risk (active ideators: n = 29; single attempters: n = 28; and multiple attempters: n = 25) for suicide based on the Columbia Suicide Severity Rating Scale. An exploratory aim involved a longitudinal component in a subset of the high-risk sample that went on to participate in a randomized 6-month clinical trial. We investigated whether baseline AMS predicts a subsequent suicide attempt at 12-month follow-up. Compared with the other three groups, multiple attempters showed greater startle potentiation during unpleasant pictures and deficient overall startle habituation from early to later trials. The groups did not differ in startle during neutral or pleasant pictures, or self-reported picture valence. Greater startle during unpleasant pictures was associated with greater emotion dysregulation as measured by the Difficulties in Emotion Regulation Scale and a future suicide attempt assessed prospectively at 12-month follow-up. These findings suggest that startle potentiation during unpleasant pictures in multiple-suicide attempters is a promising psychophysiological biomarker of suicide risk and underscore the clinical importance of targeting emotion dysregulation in the treatment of patients at-risk for suicide.
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Affiliation(s)
- Erin A Hazlett
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA. .,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York, USA. .,Mental Illness Research, Education, and Clinical Center (MIRECC VISN 2 South), James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA. .,Research and Development, James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA.
| | - Nicholas J Blair
- Mental Illness Research, Education, and Clinical Center (MIRECC VISN 2 South), James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA.,Research and Development, James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA
| | - Nicolas Fernandez
- Mental Illness Research, Education, and Clinical Center (MIRECC VISN 2 South), James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA.,Research and Development, James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA
| | - Kathryn Mascitelli
- Mental Illness Research, Education, and Clinical Center (MIRECC VISN 2 South), James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA.,Research and Development, James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA
| | | | - Antonia S New
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Raymond R Goetz
- Division of Clinical Phenomenology, New York State Psychiatric Institute, New York, New York, USA.,Columbia University, College of Physicians and Surgeons, New York, New York, USA
| | - Marianne Goodman
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Mental Illness Research, Education, and Clinical Center (MIRECC VISN 2 South), James J. Peters Veterans Affairs Medical Center, Bronx, New York, USA
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31
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Racine SE, Forbush KT, Wildes JE, Hagan KE, Pollack LO, May C. Voluntary emotion regulation in anorexia nervosa: A preliminary emotion-modulated startle investigation. J Psychiatr Res 2016; 77:1-7. [PMID: 26945729 PMCID: PMC4826846 DOI: 10.1016/j.jpsychires.2016.02.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Revised: 01/25/2016] [Accepted: 02/19/2016] [Indexed: 11/17/2022]
Abstract
Emotion regulation difficulties are implicated in the development and maintenance of anorexia nervosa (AN). However, research has been limited by an almost exclusive reliance on self-report. This study is the first to use the emotion-modulated startle paradigm (EMSP) to investigate emotional reactivity and voluntary emotion regulation in individuals with AN. Twenty women with AN viewed negative, positive, neutral, and food images and were asked to enhance, suppress, or maintain their emotional responses mid-way through picture presentation. Startle eyeblink magnitudes in response to startle probes administered prior, and subsequent, to regulation instructions indexed emotional reactivity and regulation, respectively. On emotional reactivity trials, startle magnitudes were greater for negative, positive, and food images, compared to neutral images. Participants had difficulty suppressing startle responses to negative and food images, as indicated by non-significant suppress-maintain comparisons. In contrast, startle responses to enhance and suppress cues during presentation of pleasant images were comparable and significantly lower than maintain cues. Findings converge with self-report data to suggest that patients with AN have difficulties with voluntary emotion regulation. The EMSP may be a promising trans-diagnostic method for examining emotion regulation difficulties that underlie risk for eating disorders and other psychiatric conditions.
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Affiliation(s)
| | | | - Jennifer E. Wildes
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kelsey E. Hagan
- Department of Psychology, University of Kansas, Lawrence, KS, USA
| | - Lauren O. Pollack
- Department of Psychology, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Casey May
- Department of Psychology, University of North Carolina-Greensboro, Greensboro, NC, USA
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32
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Hüpen P, Groen Y, Gaastra GF, Tucha L, Tucha O. Performance monitoring in autism spectrum disorders: A systematic literature review of event-related potential studies. Int J Psychophysiol 2016; 102:33-46. [DOI: 10.1016/j.ijpsycho.2016.03.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 03/09/2016] [Accepted: 03/10/2016] [Indexed: 01/07/2023]
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33
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Intact error monitoring in combat Veterans with post-traumatic stress disorder. Psychiatry Res 2015; 234:227-38. [PMID: 26481979 PMCID: PMC5645022 DOI: 10.1016/j.pscychresns.2015.09.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Revised: 08/22/2015] [Accepted: 09/17/2015] [Indexed: 12/20/2022]
Abstract
The error-related negativity (ERN) is a neuroelectric signature of performance monitoring during speeded response time tasks. Previous studies indicate that individuals with anxiety disorders show ERN enhancements that correlate with the degree of clinical symptomology. Less is known about the error monitoring system in post-traumatic stress disorder (PTSD). PTSD is characterized by impairments in the regulation of fear and other emotional responses, as well as deficits in maintaining cognitive control. Here, combat Veterans with PTSD were compared to control Veterans in two different versions of the flanker task (n=13 or 14 per group). Replicating and extending previous findings, PTSD patients showed an intact ERN in both experiments. In addition, task performance and error compensation behavior were intact. Finally, ERN amplitude showed no relationship with self-reported PTSD, depression, or post-concussive symptoms. These results suggest that error monitoring represents a relative strength in PTSD that can dissociate from cognitive control functions that are impaired, such as response inhibition and sustained attention. A healthy awareness of errors in external actions could be leveraged to improve interoceptive awareness of emotional state. The results could have positive implications for PTSD treatments that rely on self-monitoring abilities, such as neurofeedback and mindfulness training.
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34
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Weinberg A, Liu H, Shankman SA. Blunted neural response to errors as a trait marker of melancholic depression. Biol Psychol 2015; 113:100-7. [PMID: 26638761 DOI: 10.1016/j.biopsycho.2015.11.012] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 10/21/2015] [Accepted: 11/24/2015] [Indexed: 01/18/2023]
Abstract
Identification of biomarkers of vulnerability for Major Depressive Disorder is a high priority, but heterogeneity of the diagnosis can hinder research. Biomarkers of vulnerability should also be present in the absence of the diagnosis. The present study examined the magnitude of the error-related negativity (ERN), an event-related potential component following errors in a sample with remitted melancholic depression (N=17), remitted non-melancholic depression (N=33), and healthy controls (N=55). Remitted melancholic depression was uniquely characterized by a blunted ERN relative to the other two groups. Individuals with remitted non-melancholic depression did not differ from controls in the magnitude of the ERN. This was the case despite the fact that the melancholic and non-melancholic groups did not differ in course or severity of their past illnesses, or in their current functioning. Results suggest that the blunted ERN may be a viable vulnerability marker for melancholia.
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Affiliation(s)
| | - Huiting Liu
- University of Illinois at Chicago, United States
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35
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Latack JA, Rodriguez-Seijas C, Stohl M, Blanco C, Hasin DS, Eaton NR. Transdiagnostic psychopathology mediates the relationship between childhood sexual abuse and HIV/AIDS and other sexually transmitted infections in adulthood. Compr Psychiatry 2015; 62:71-9. [PMID: 26343469 DOI: 10.1016/j.comppsych.2015.06.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2014] [Revised: 05/08/2015] [Accepted: 06/02/2015] [Indexed: 11/19/2022] Open
Abstract
Exposure to childhood sexual abuse (CSA) is associated with elevated rates of mental disorders, sexual risk behavior, and sexually transmitted infections (STIs) in adulthood. Mental disorders themselves are associated with an increased risk for HIV/AIDs and STIs as well, and thus may mediate the association between CSA and HIV/AIDS and other STIs. The links among CSA, disorders, and STIs are unclear, however. The current study tested the hypothesis that the association of CSA with STIs is mediated by adult transdiagnostic psychopathology. We examined the potential mediating role of transdiagnostic psychopathology factors-internalizing (INT) and externalizing (EXT)-in the association between CSA and receiving a past-year diagnosis of HIV, AIDS, or another STI in a large, national probability sample of adults (N=34,653). Using indirect effects modeling, we found that 54.4% of the association between CSA and subsequent HIV/AIDS/STI diagnosis operated through transdiagnostic psychopathology. The proposed mediation model was supported, indicating that individuals reporting CSA had higher estimated levels of latent general liabilities for INT and EXT disorders, and it was largely these liabilities that accounted for the link between CSA and heightened risk of adult HIV, AIDS, and STI diagnoses.
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Affiliation(s)
- Jessica A Latack
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA.
| | | | - Malka Stohl
- New York State Psychiatric Institute, New York, NY, 10032, USA
| | - Carlos Blanco
- New York State Psychiatric Institute, New York, NY, 10032, USA; Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, NY, 10032, USA
| | - Deborah S Hasin
- New York State Psychiatric Institute, New York, NY, 10032, USA; Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, NY, 10032, USA
| | - Nicholas R Eaton
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794-2500, USA
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36
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Henderson HA, Ono KE, McMahon CM, Schwartz CB, Usher LV, Mundy PC. The costs and benefits of self-monitoring for higher functioning children and adolescents with autism. J Autism Dev Disord 2015; 45:548-59. [PMID: 24682651 DOI: 10.1007/s10803-013-1968-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The ability to regulate behaviors and emotions depends in part on the ability to flexibly monitor one's own progress toward a goal. Atypical patterns of response monitoring have been reported in individuals with autism spectrum disorders (ASD). In the current study we examined the error related negativity (ERN), an electrophysiological index of response monitoring, in relation to behavioral, social cognitive, and emotional presentation in higher functioning children (8-16 years) diagnosed with autism (HFA: N = 38) and an age- and IQ-matched sample of children without autism (COM: N = 36). Both HFA and COM participants displayed larger amplitude responses to error compared to correct response trials and these amplitudes did not differ by diagnostic group. For participants with HFA, larger ERN amplitudes were associated with more parent-reported autistic symptoms and more self-reported internalizing problems. However, across the full sample, larger ERN amplitudes were associated with better performance on theory of mind tasks. The results are discussed in terms of the utility of electrophysiological measures for understanding essential moderating processes that contribute to the spectrum of behavioral expression in the development of ASD.
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37
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Chen C, Takahashi T, Nakagawa S, Inoue T, Kusumi I. Reinforcement learning in depression: A review of computational research. Neurosci Biobehav Rev 2015; 55:247-67. [PMID: 25979140 DOI: 10.1016/j.neubiorev.2015.05.005] [Citation(s) in RCA: 116] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Revised: 04/20/2015] [Accepted: 05/04/2015] [Indexed: 01/05/2023]
Abstract
Despite being considered primarily a mood disorder, major depressive disorder (MDD) is characterized by cognitive and decision making deficits. Recent research has employed computational models of reinforcement learning (RL) to address these deficits. The computational approach has the advantage in making explicit predictions about learning and behavior, specifying the process parameters of RL, differentiating between model-free and model-based RL, and the computational model-based functional magnetic resonance imaging and electroencephalography. With these merits there has been an emerging field of computational psychiatry and here we review specific studies that focused on MDD. Considerable evidence suggests that MDD is associated with impaired brain signals of reward prediction error and expected value ('wanting'), decreased reward sensitivity ('liking') and/or learning (be it model-free or model-based), etc., although the causality remains unclear. These parameters may serve as valuable intermediate phenotypes of MDD, linking general clinical symptoms to underlying molecular dysfunctions. We believe future computational research at clinical, systems, and cellular/molecular/genetic levels will propel us toward a better understanding of the disease.
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Affiliation(s)
- Chong Chen
- Department of Psychiatry, Hokkaido University Graduate School of Medicine, Sapporo 060-8638, Japan.
| | - Taiki Takahashi
- Department of Behavioral Science/Center for Experimental Research in Social Sciences, Hokkaido University, Sapporo 060-0810, Japan
| | - Shin Nakagawa
- Department of Psychiatry, Hokkaido University Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Takeshi Inoue
- Department of Psychiatry, Hokkaido University Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Ichiro Kusumi
- Department of Psychiatry, Hokkaido University Graduate School of Medicine, Sapporo 060-8638, Japan
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38
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Venables NC, Sellbom M, Sourander A, Kendler KS, Joiner TE, Drislane LE, Sillanmäki L, Elonheimo H, Parkkola K, Multimaki P, Patrick CJ. Separate and interactive contributions of weak inhibitory control and threat sensitivity to prediction of suicide risk. Psychiatry Res 2015; 226:461-6. [PMID: 25712631 PMCID: PMC4375034 DOI: 10.1016/j.psychres.2015.01.018] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Revised: 12/23/2014] [Accepted: 01/06/2015] [Indexed: 11/16/2022]
Abstract
Biobehavioral dispositions can serve as valuable referents for biologically oriented research on core processes with relevance to many psychiatric conditions. The present study examined two such dispositional variables-weak response inhibition (or disinhibition; INH-) and threat sensitivity (or fearfulness; THT+)-as predictors of the serious transdiagnostic problem of suicide risk in two samples: male and female outpatients from a U.S. clinic (N=1078), and a population-based male military cohort from Finland (N=3855). INH- and THT+ were operationalized through scores on scale measures of disinhibition and fear/fearlessness, known to be related to DSM-defined clinical conditions and brain biomarkers. Suicide risk was assessed by clinician ratings (clinic sample) and questionnaires (both samples). Across samples and alternative suicide indices, INH- and THT+ each contributed uniquely to prediction of suicide risk-beyond internalizing and externalizing problems in the case of the clinic sample where diagnostic data were available. Further, in both samples, INH- and THT+ interactively predicted suicide risk, with individuals scoring concurrently high on both dispositions exhibiting markedly augmented risk. Findings demonstrate that dispositional constructs of INH- and THT+ are predictive of suicide risk, and hold potential as referents for biological research on suicidal behavior.
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Affiliation(s)
- Noah C. Venables
- Department of Psychology, Florida State University, Tallahassee, FL, USA,Corresponding author: Department of Psychology, Florida State University, 1107 West Call Street, Tallahassee, FL 32306, USA. Tel.: +1-612-889-1495, 1-850-644-2040;
| | - Martin Sellbom
- Research School of Psychology, The Australian National University, Canberra, Australia
| | - Andre Sourander
- Department of Child Psychiatry, Faculty of Medicine, University of Turku, Turku, Finland,Department of Child Psychiatry, Turku University Hospital, Turku, Finland
| | - Kenneth S. Kendler
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA,Medical College of Virginia/Virginia Commonwealth University, Richmond, VA, USA
| | - Thomas E. Joiner
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Laura E. Drislane
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Lauri Sillanmäki
- Department of Child Psychiatry, Faculty of Medicine, University of Turku, Turku, Finland
| | - Henrik Elonheimo
- Department of Child Psychiatry, Faculty of Medicine, University of Turku, Turku, Finland
| | - Kai Parkkola
- Archipelago Sea Naval Command, Finnish Navy, Finland,University of Oulu, Oulu, Finland
| | - Petteri Multimaki
- Department of Child Psychiatry, Turku University Hospital, Turku, Finland
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39
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Nelson LD, Strickland C, Krueger RF, Arbisi PA, Patrick CJ. Neurobehavioral Traits as Transdiagnostic Predictors of Clinical Problems. Assessment 2015; 23:75-85. [PMID: 25657306 DOI: 10.1177/1073191115570110] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The National Institute of Mental Health Research Domain Criteria initiative (Insel et al., 2010) calls for a focus on biologically meaningful dimensional constructs in the study of clinical problems. Examples are needed of how Research Domain Criteria constructs can be linked to clinical problems. We examined how two such constructs, threat sensitivity (THT+) and weak inhibitory control (INH-), operationalized using scale measures of fear/fearlessness and inhibition/disinhibition dimensions from established structural models, predicted symptoms of multiple Diagnostic and Statistical Manual of Mental Disorders (4th edition) clinical disorders in 471 community adults. Robust relationships with internalizing disorder symptoms were evident for both trait variables, with THT+ more predictive of fear disorder symptoms and INH- more predictive of distress disorder symptoms. For substance-related problems, prediction was evident only for INH-. Additionally, interactive effects of THT+ and INH- were found for distress disorders, and to a lesser extent, fear disorders. Given their well-established physiological correlates, these dispositional variables represent prime targets for combined psychometric-neurophysiological assessment of broad liabilities to multiple forms of psychopathology.
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Affiliation(s)
| | | | | | - Paul A Arbisi
- Veterans Affairs Medical Center, Minneapolis, MN, USA
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40
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Eaton NR, Rodriguez-Seijas C, Carragher N, Krueger RF. Transdiagnostic factors of psychopathology and substance use disorders: a review. Soc Psychiatry Psychiatr Epidemiol 2015; 50:171-82. [PMID: 25563838 DOI: 10.1007/s00127-014-1001-2] [Citation(s) in RCA: 118] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2014] [Accepted: 12/19/2014] [Indexed: 11/26/2022]
Abstract
PURPOSE Research on the structure of mental disorders and comorbidity indicates that many forms of psychopathology and substance use disorders are manifestations of relatively few transdiagnostic latent factors. These factors have important consequences for mental disorder research and applied practice. METHODS We provide an overview of the transdiagnostic factor literature, with particular focus on recent advances. RESULTS Internalizing and externalizing transdiagnostic factors have been well characterized in terms of their structures, links with disorders, stability, and statistical properties (e.g., invariance and distributions). Research on additional transdiagnostic factors, such as thought disorder, is quickly advancing latent structural models, as are integrations of transdiagnostic constructs with personality traits. Genetically informed analyses continue to clarify the origins of transdiagnostic factor levels, and links between these factors and important environmental exposures provide promising new avenues of inquiry. CONCLUSIONS Transdiagnostic factors account for the development and continuity of disorders and comorbidity over time, function as the primary links between disorders and important outcomes such as suicide, mediate associations between environmental exposures and disorders, provide an empirically supported classification system, and serve as foci for efficient, broadband intervention approaches. Overall, transdiagnostic factor research indicates the paramount importance of understanding these constructs and, thereby, broadening our understanding of mental disorder in general.
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Affiliation(s)
- Nicholas R Eaton
- Department of Psychology, Stony Brook University, Stony Brook, NY, 11794, USA,
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41
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Mechanisms Underlying Motivational Deficits in Psychopathology: Similarities and Differences in Depression and Schizophrenia. Curr Top Behav Neurosci 2015; 27:411-49. [PMID: 26026289 DOI: 10.1007/7854_2015_376] [Citation(s) in RCA: 140] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Motivational and hedonic impairments are core aspects of a variety of types of psychopathology. These impairments cut across diagnostic categories and may be critical to understanding major aspects of the functional impairments accompanying psychopathology. Given the centrality of motivational and hedonic systems to psychopathology, the Research Domain Criteria (RDoC) initiative includes a "positive valence" systems domain that outlines a number of constructs that may be key to understanding the nature and mechanisms of motivational and hedonic impairments in psychopathology. These component constructs include initial responsiveness to reward, reward anticipation or expectancy, incentive or reinforcement learning, effort valuation, and action selection. Here, we review behavioral and neuroimaging studies providing evidence for impairments in these constructs in individuals with psychosis versus in individuals with depressive pathology. There are important differences in the nature of reward-related and hedonic deficits associated with psychosis versus depression that have major implications for our understanding of etiology and treatment development. In particular, the literature strongly suggests the presence of impairments in in-the-moment hedonics or "liking" in individuals with depressive pathology, particularly among those who experience anhedonia. Such deficits may propagate forward and contribute to impairments in other constructs that are dependent on hedonic responses, such as anticipation, learning, effort, and action selection. Such hedonic impairments could reflect alterations in dopamine and/or opioid signaling in the striatum related to depression or specifically to anhedonia in depressed populations. In contrast, the literature points to relatively intact in-the-moment hedonic processing in psychosis, but provides much evidence for impairments in other components involved in translating reward to action selection. Particularly, individuals with schizophrenia exhibit altered reward prediction and associated striatal and prefrontal activation, impaired reward learning, and impaired reward-modulated action selection.
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42
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Koban L, Pourtois G. Brain systems underlying the affective and social monitoring of actions: An integrative review. Neurosci Biobehav Rev 2014; 46 Pt 1:71-84. [DOI: 10.1016/j.neubiorev.2014.02.014] [Citation(s) in RCA: 106] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Revised: 12/19/2013] [Accepted: 02/03/2014] [Indexed: 10/25/2022]
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43
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Bakic J, Jepma M, De Raedt R, Pourtois G. Effects of positive mood on probabilistic learning: behavioral and electrophysiological correlates. Biol Psychol 2014; 103:223-32. [PMID: 25265572 DOI: 10.1016/j.biopsycho.2014.09.012] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 09/18/2014] [Accepted: 09/21/2014] [Indexed: 11/26/2022]
Abstract
Whether positive mood can change reinforcement learning or not remains an open question. In this study, we used a probabilistic learning task and explored whether positive mood could alter the way positive versus negative feedback was used to guide learning. This process was characterized both at the behavioral and electro-encephalographic levels. Thirty two participants were randomly allocated either to a positive or a neutral (control) mood condition. Behavioral results showed that while learning performance was balanced between the two groups, participants in the positive mood group had a higher learning rate than participants in the neutral mood group. At the electrophysiological level, we found that positive mood increased the error-related negativity when the stimulus-response associations were deterministic, selectively (as opposed to random or probabilistic). However, it did not influence the feedback-related negativity. These new findings are discussed in terms of an enhanced internal reward prediction error signal after the induction of positive mood when the probability of getting a reward is high.
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Affiliation(s)
- Jasmina Bakic
- Department of Experimental Clinical & Health Psychology, Ghent University, Ghent, Belgium
| | - Marieke Jepma
- Department of Psychology and Neuroscience, University of Colorado, Boulder, USA
| | - Rudi De Raedt
- Department of Experimental Clinical & Health Psychology, Ghent University, Ghent, Belgium
| | - Gilles Pourtois
- Department of Experimental Clinical & Health Psychology, Ghent University, Ghent, Belgium.
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44
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Waters AM, Nazarian M, Mineka S, Zinbarg RE, Griffith JW, Naliboff B, Ornitz EM, Craske MG. Context and explicit threat cue modulation of the startle reflex: preliminary evidence of distinctions between adolescents with principal fear disorders versus distress disorders. Psychiatry Res 2014; 217:93-9. [PMID: 24679992 PMCID: PMC4041703 DOI: 10.1016/j.psychres.2014.01.047] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Revised: 12/13/2013] [Accepted: 01/30/2014] [Indexed: 02/02/2023]
Abstract
Anxiety and depression are prevalent, impairing disorders. High comorbidity has raised questions about how to define and classify them. Structural models emphasise distinctions between "fear" and "distress" disorders while other initiatives propose they be defined by neurobiological indicators that cut across disorders. This study examined startle reflex (SR) modulation in adolescents with principal fear disorders (specific phobia; social phobia) (n=20), distress disorders (unipolar depressive disorders, dysthymia, generalised anxiety disorder; post-traumatic stress disorder) (n=9), and controls (n=29) during (a) baseline conditions, (b) threat context conditions (presence of contraction pads over the biceps muscle), and (c) an explicit threat cue paradigm involving phases that signalled safety from aversive stimuli (early and late stages of safe phases; early stages of danger phases) and phases that signalled immediate danger of an aversive stimulus (late stages of danger phases). Adolescents with principal fear disorders showed larger SRs than other groups throughout safe phases and early stages of danger phases. SRs did not differ between groups during late danger phases. Adolescents with principal distress disorders showed attenuated SRs during baseline and context conditions compared to other groups. Preliminary findings support initiatives to redefine emotional disorders based on neurobiological functioning.
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Affiliation(s)
- Allison M. Waters
- School of Applied Psychology, Griffith University, Brisbane, Australia
| | | | - Susan Mineka
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Richard E. Zinbarg
- Department of Psychology, Northwestern University, Evanston, IL, USA,The Family Institute at Northwestern University, Evanston, IL, USA
| | - James W. Griffith
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Bruce Naliboff
- Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA,VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Edward M. Ornitz
- Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA,Brain Research Institute, UCLA, Los Angeles, CA, USA
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Franklin JC, Jamieson JP, Glenn CR, Nock MK. How Developmental Psychopathology Theory and Research Can Inform the Research Domain Criteria (RDoC) Project. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2014; 44:280-90. [DOI: 10.1080/15374416.2013.873981] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Waters AM, Bradley BP, Mogg K. Biased attention to threat in paediatric anxiety disorders (generalized anxiety disorder, social phobia, specific phobia, separation anxiety disorder) as a function of 'distress' versus 'fear' diagnostic categorization. Psychol Med 2014; 44:607-616. [PMID: 23591000 DOI: 10.1017/s0033291713000779] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Structural models of emotional disorders propose that anxiety disorders can be classified into fear and distress disorders. Sources of evidence for this distinction come from genetic, self-report and neurophysiological data from adults. The present study examined whether this distinction relates to cognitive processes, indexed by attention bias towards threat, which is thought to cause and maintain anxiety disorders. METHOD Diagnostic and attention bias data were analysed from 435 children between 5 and 13 years of age; 158 had principal fear disorder (specific phobia, social phobia or separation anxiety disorder), 75 had principal distress disorder (generalized anxiety disorder, GAD) and 202 had no psychiatric disorder. Anxious children were a clinic-based treatment-seeking sample. Attention bias was assessed on a visual-probe task with angry, neutral and happy faces. RESULTS Compared to healthy controls, children with principal distress disorder (GAD) showed a significant bias towards threat relative to neutral faces whereas children with principal fear disorder showed an attention bias away from threat relative to neutral faces. Overall, children displayed an attention bias towards happy faces, irrespective of diagnostic group. CONCLUSIONS Our findings support the distinction between fear and distress disorders, and extend empirically derived structural models of emotional disorders to threat processing in childhood, when many anxiety disorders begin and predict lifetime impairment.
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Affiliation(s)
- A M Waters
- School of Applied Psychology, Griffith University, Queensland, Australia
| | - B P Bradley
- School of Psychology, University of Southampton, UK
| | - K Mogg
- School of Psychology, University of Southampton, UK
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Waters AM, Peters RM, Forrest KE, Zimmer-Gembeck M. Fear acquisition and extinction in offspring of mothers with anxiety and depressive disorders. Dev Cogn Neurosci 2014; 7:30-42. [PMID: 24275479 PMCID: PMC6987899 DOI: 10.1016/j.dcn.2013.10.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Revised: 10/27/2013] [Accepted: 10/29/2013] [Indexed: 11/11/2022] Open
Abstract
Maternal anxiety and depression are significant risk factors for the development of these disorders in offspring. The pathways through which risk is conferred remain unclear. This study examined fear acquisition and extinction in 26 children at high risk for emotional disorders by virtue of maternal psychopathology (n=14 with a mother with a principal anxiety disorder and n=12 with a mother with a principal unipolar depressive disorder) and 31 low risk controls using a discriminative Pavlovian conditioning procedure. Participants, aged between 7 and 14 years, completed 16 trials of discriminative conditioning of two geometric figures, with (CS+) and without (CS-) an aversive tone (US), followed by 8 extinction trials (4×CS+, 4×CS-). In the context of comparable discriminative conditioning, children of anxious mothers showed larger skin conductance responses during extinction to the CS+ compared to the CS-, and to both CSs from the first to the second block of extinction trials, in comparison with low risk controls. Compared to low risk controls, children of depressed mothers showed smaller skin conductance responses to the CS+ than the CS- during acquisition. These findings suggest distinct psychophysiological premorbid risk markers in offspring of anxious and depressed mothers.
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Affiliation(s)
| | | | - Kylee E Forrest
- School of Applied Psychology, Griffith University, Australia
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El-Gabalawy R, Tsai J, Harpaz-Rotem I, Hoff R, Sareen J, Pietrzak RH. Predominant typologies of psychopathology in the United States: a latent class analysis. J Psychiatr Res 2013; 47:1649-57. [PMID: 23978394 DOI: 10.1016/j.jpsychires.2013.07.028] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 07/26/2013] [Accepted: 07/31/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Latent class analysis (LCA) offers a parsimonious way of classifying common typologies of psychiatric comorbidity. We used LCA to identify the nature and correlates of predominant typologies of Axis I and II disorders in a large and comprehensive population-based sample of U.S. adults. METHODS We analyzed data from Wave 2 of the National Epidemiologic Survey on Alcohol and Related Conditions (2004-2005; n = 34,653), a population-based sample of U.S. adults. We derived latent classes based on all assessed Axis I and II disorders and examined the relationship between the identified Axis I classes and lifetime psychiatric disorders and suicide attempts, and physical and mental health-related quality of life. RESULTS A four-class solution was optimal in characterizing predominant typologies of both Axis I and II disorders. For Axis I disorders, these included low psychopathology (n = 28,935, 84.0%), internalizing (n = 3693, 9.9%), externalizing (n = 1426, 4.5%), and high psychopathology (n = 599, 1.6%) classes. For Axis II disorders, these included no/low personality disorders (n = 31,265, 90.9%), obsessive/paranoid (n = 1635, 4.6%), borderline/dysregulated (n = 1319, 3.4%), and highly comorbid (n = 434, 1.1%) classes. Compared to the low psychopathology class, all other Axis I classes had significantly increased odds of mental disorders, elevated Axis II classes, suicide attempts and poorer quality of life, with the high psychopathology class having the overall highest rates of these correlates, with the exception of substance use disorders. Compared to the low psychopathology class, the internalizing and externalizing classes had increased rates of mood and anxiety disorders, and substance use disorders, respectively. CONCLUSION Axis I and II psychopathology among U.S. adults may be best represented by four predominant typologies. Characterizing co-occurring patterns of psychopathology using person-based typologies represents a higher-order classification system that may be useful in clinical and research settings.
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Affiliation(s)
- Renée El-Gabalawy
- Department of Psychology, University of Manitoba, Winnipeg, Manitoba, Canada; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA; United States Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, Clinical Neurosciences Division, VA Connecticut Healthcare System, 950 Campbell Avenue 151E, West Haven, CT, USA
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Rosch KS, Hawk LW. The effects of performance-based rewards on neurophysiological correlates of stimulus, error, and feedback processing in children with ADHD. Psychophysiology 2013; 50:1157-73. [PMID: 24033316 PMCID: PMC3807761 DOI: 10.1111/psyp.12127] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Accepted: 06/16/2013] [Indexed: 11/29/2022]
Abstract
Rewards have been shown to improve behavior and cognitive processes implicated in attention-deficit hyperactivity disorder (ADHD), but the information-processing mechanisms by which these improvements occur remain unclear. We examined the effect of performance-based rewards on ERPs related to processing of the primary task stimuli, errors, and feedback in children with ADHD and typically developing controls. Participants completed a flanker task containing blocks with and without performance-based rewards. Children with ADHD showed reduced amplitude of ERPs associated with processing of the flanker stimuli (P3) and errors (ERN, Pe), but did not differ in feedback-processing (FRN). Rewards enhanced flanker-related P3 amplitude similarly across groups and error-related Pe amplitude differentially for children with ADHD. These findings suggest that rewards may improve cognitive deficits in children with ADHD through enhanced processing of relevant stimuli and increased error evaluation.
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Affiliation(s)
- Keri Shiels Rosch
- Department of Psychology, University at Buffalo, Buffalo, New York, USA
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Proudfit GH, Inzlicht M, Mennin DS. Anxiety and error monitoring: the importance of motivation and emotion. Front Hum Neurosci 2013; 7:636. [PMID: 24115926 PMCID: PMC3792698 DOI: 10.3389/fnhum.2013.00636] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Accepted: 09/12/2013] [Indexed: 12/22/2022] Open
Affiliation(s)
- Greg H Proudfit
- Department of Psychology, Stony Brook University, Stony Brook , NY, USA
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