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Scano A, Orrù G, Kalcev G, Tusconi M, Spada M, Atzori L, Ferreli C, Cabitza F, Primavera D, Sancassiani F. Adaptive Hyperactivity and Biomarker Exploration: Insights from Elders in the Blue Zone of Sardinia. J Clin Med 2024; 13:6451. [PMID: 39518590 PMCID: PMC11547069 DOI: 10.3390/jcm13216451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Revised: 10/21/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
Background/Objectives: Adaptive hyperactivity characterized by increased activity levels and novelty-seeking traits without mood disorders is prevalent among older adults in Sardinia's "blue zone," an area with high longevity. This study aims to evaluate the adaptive nature of hyperactivity concerning quality of life, social rhythms, and mood symptoms in individuals from this region, particularly among elderly adults over 80. Methods: This observational cross-sectional study included adults and older adults over 80 from Sardinia's blue zone. This study included a sample of patients followed at the Center for Consultation Psychiatry and Psychosomatics for Bipolar Disorder of the University Hospital of Cagliari and a homogeneous comparison sample of patients without psychiatric pathologies, referred to the Dermatology Clinic of the same hospital, for a period of 6 months, from February to August 2024. The general sample, divided into two parts-cases, represented by patients with psychiatric pathology, and controls, patients without psychiatric pathology-was divided in turn into three sub-groups: "adults" (18-64 years), young elders (65-79), and old elders (over 80 years). The participants underwent psychiatric interviews and completed the Mood Disorder Questionnaire (MDQ), Patient Health Questionnaire (PHQ-9), SF-12, and Brief Social Rhythm Scale (BSRS). Data were compared with national and regional normative data. Results: Older adults in the blue zone demonstrated higher MDQ positivity (22.58%) compared to the national averages (0.87%), without corresponding increases in dysregulated rhythms, depressive symptoms, or reduced quality of life. Younger old persons (65-79 years) showed increased rhythm dysregulation (BSRS score: 20.64 ± 7.02) compared to adults (17.40 ± 6.09, p = 0.040), but this trend was not observed in the oldest group (80+ years). No significant differences were found in the CH3SH and (CH3)2S levels between groups. Conclusions: The hyperactivity observed in older adults from Sardinia's blue zone appears adaptive and not linked to social rhythm dysregulation, depressive symptoms, or a diminished quality of life, suggesting resilience factors which may contribute to longevity. These findings support the potential classification of such hyperactivity as beneficial rather than pathological, warranting further research into biomarkers and psychoeducational interventions to prevent the onset of bipolar disorders in predisposed individuals.
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Affiliation(s)
- Alessandra Scano
- Department of Surgical Sciences, Oral Biotechnology Laboratory (OBL), 09042 Cagliari, Italy;
| | - Germano Orrù
- Department of Surgical Sciences, Oral Biotechnology Laboratory (OBL), 09042 Cagliari, Italy;
- Azienda Ospedaliero-Universitaria di Cagliari (AOU Cagliari), 09042 Cagliari, Italy;
| | - Goce Kalcev
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (G.K.); (M.S.); (D.P.); (F.S.)
- The National Alliance for Neuromuscular Diseases and Neuroscience GANGLION Skopje, 1000 Skopje, North Macedonia
| | - Massimo Tusconi
- Azienda Ospedaliero-Universitaria di Cagliari (AOU Cagliari), 09042 Cagliari, Italy;
| | - Maura Spada
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (G.K.); (M.S.); (D.P.); (F.S.)
| | - Laura Atzori
- Dermatology Clinic, Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (L.A.); (C.F.)
| | - Caterina Ferreli
- Dermatology Clinic, Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (L.A.); (C.F.)
| | - Flavio Cabitza
- Fondazione per la Tutela dell’Identità Ogliastrina, Corso Vittorio Emanuele II, Perdasdefogu, 08046 Nuoro, Italy;
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (G.K.); (M.S.); (D.P.); (F.S.)
| | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy; (G.K.); (M.S.); (D.P.); (F.S.)
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Gupta T, Eckstrand KL, Forbes EE. Annual Research Review: Puberty and the development of anhedonia - considering childhood adversity and inflammation. J Child Psychol Psychiatry 2024; 65:459-480. [PMID: 38391011 PMCID: PMC10939801 DOI: 10.1111/jcpp.13955] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 02/24/2024]
Abstract
Anhedonia, or diminished pleasure and motivation, is a symptom of severe mental illness (e.g., depressive disorder, bipolar disorder, schizophrenia) that emerges during adolescence. Anhedonia is a pernicious symptom that is related to social impairments, treatment resistance, and suicide. As the mechanisms of anhedonia are postulated to include the frontostriatal circuitry and the dopamine neuromodulatory system, the development and plasticity of these systems during the vulnerable period of adolescence, as well as their sensitivity to pubertal hormones, suggest that pubertal maturation could play a role in the development of anhedonia. This review takes a developmental perspective, considering the possibility that anhedonia emerges in the context of pubertal maturation and adolescent development, with childhood adversity and chronic inflammation influencing neural reward systems to accelerate anhedonia's progression. Here, we review the relevant extant literature on the components of this model and suggest directions for future research.
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Affiliation(s)
- Tina Gupta
- University of Pittsburgh, Department of Psychiatry, Pittsburgh, PA USA
| | | | - Erika E. Forbes
- University of Pittsburgh, Department of Psychiatry, Pittsburgh, PA USA
- University of Pittsburgh, Department of Psychology, Pittsburgh, PA USA
- University of Pittsburgh, Department of Pediatrics, Pittsburgh PA USA
- University of Pittsburgh, Department of Clinical and Translational Science, Pittsburgh PA USA
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Dios CD, Carracedo-Sanchidrián D, Bayón C, Rodríguez-Vega B, Bravo-Ortiz MF, González-Pinto AM, Lahera G. Mindfulness-based cognitive therapy versus psychoeducational intervention in bipolar outpatients: Results from a randomized controlled trial. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2023; 16:251-258. [PMID: 34461255 DOI: 10.1016/j.rpsm.2021.08.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 07/24/2021] [Accepted: 08/01/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Few controlled trials have assessed the impact of Mindfulness Based Cognitive Therapy (MBCT) on symptoms and functioning in bipolar disorder (BD). This study aims to evaluate the effectiveness of MBCT adjunctive group treatment. MATERIAL AND METHODS Randomized, prospective, multicenter, single-blinded trial that included BP-outpatients with subthreshold depressive symptoms. Participants were randomly assigned to three arms: treatment as usual (TAU); TAU plus psychoeducation; and TAU plus MBCT. Primary outcome was change in Hamilton-D score; secondary endpoints were change in anxiety, hypo/mania symptoms and functional improvement. Patients were assessed at baseline (V1), 8 weeks (V2) and 6 months (V3). Main hypothesis was that adjunctive MBCT would improve depressive symptoms more than psychoeducation. RESULTS Eighty-four participants were recruited (MBCT=40, Psychoeducation=34, TAU=10). Depressive symptoms improved in the three arms between V1 and V2 (p<0.0001), and between V1 and V3 (p<0.0001), and did not change between V2 and V3. At V3 no significant differences between groups were found. There were no significant differences in other measures either. CONCLUSIONS In our BD population we did not find superiority of adjunctive MBCT over adjunctive Psychoeducation or TAU on subsyndromal depressive symptoms; neither on anxiety, hypo/mania, relapses, or functioning.
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Affiliation(s)
- Consuelo de Dios
- Psychiatry, Clinical Psychology and Mental Health Department, La Paz University Hospital, Madrid, Spain; La Paz Hospital Institute for Health Research (IdiPAZ), Madrid, Spain; Autonomous University of Madrid (UAM), Madrid, Spain; CIBERSAM, IRyCIS, Madrid, Spain
| | - Diego Carracedo-Sanchidrián
- Psychiatry, Clinical Psychology and Mental Health Department, La Paz University Hospital, Madrid, Spain; La Paz Hospital Institute for Health Research (IdiPAZ), Madrid, Spain; Autonomous University of Madrid (UAM), Madrid, Spain.
| | - Carmen Bayón
- Psychiatry, Clinical Psychology and Mental Health Department, La Paz University Hospital, Madrid, Spain; La Paz Hospital Institute for Health Research (IdiPAZ), Madrid, Spain; Autonomous University of Madrid (UAM), Madrid, Spain
| | - Beatriz Rodríguez-Vega
- Psychiatry, Clinical Psychology and Mental Health Department, La Paz University Hospital, Madrid, Spain; La Paz Hospital Institute for Health Research (IdiPAZ), Madrid, Spain; Autonomous University of Madrid (UAM), Madrid, Spain
| | - María-Fe Bravo-Ortiz
- Psychiatry, Clinical Psychology and Mental Health Department, La Paz University Hospital, Madrid, Spain; La Paz Hospital Institute for Health Research (IdiPAZ), Madrid, Spain; Autonomous University of Madrid (UAM), Madrid, Spain
| | | | - Guillermo Lahera
- Faculty of Medicine and Health Sciences, University of Alcalá, Madrid, Spain; CIBERSAM, IRyCIS, Madrid, Spain; Principe de Asturias University Hospital, Alcalá, Spain
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Kondo F, Whitehead JC, Corbalán F, Beaulieu S, Armony JL. Emotion regulation in bipolar disorder type-I: multivariate analysis of fMRI data. Int J Bipolar Disord 2023; 11:12. [PMID: 36964848 PMCID: PMC10039967 DOI: 10.1186/s40345-023-00292-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 03/13/2023] [Indexed: 03/26/2023] Open
Abstract
BACKGROUND Bipolar disorder type-I (BD-I) patients are known to show emotion regulation abnormalities. In a previous fMRI study using an explicit emotion regulation paradigm, we compared responses from 19 BD-I patients and 17 matched healthy controls (HC). A standard general linear model-based univariate analysis revealed that BD patients showed increased activations in inferior frontal gyrus when instructed to decrease their emotional response as elicited by neutral images. We implemented multivariate pattern recognition analyses on the same data to examine if we could classify conditions within-group as well as HC versus BD. METHODS We reanalyzed explicit emotion regulation data using a multivariate pattern recognition approach, as implemented in PRONTO software. The original experimental paradigm consisted of a full 2 × 2 factorial design, with valence (Negative/Neutral) and instruction (Look/Decrease) as within subject factors. RESULTS The multivariate models were able to accurately classify different task conditions when HC and BD were analyzed separately (63.24%-75.00%, p = 0.001-0.012). In addition, the models were able to correctly classify HC versus BD with significant accuracy in conditions where subjects were instructed to downregulate their felt emotion (59.60%-60.84%, p = 0.014-0.018). The results for HC versus BD classification demonstrated contributions from the salience network, several occipital and frontal regions, inferior parietal lobes, as well as other cortical regions, to achieve above-chance classifications. CONCLUSIONS Our multivariate analysis successfully reproduced some of the main results obtained in the previous univariate analysis, confirming that these findings are not dependent on the analysis approach. In particular, both types of analyses suggest that there is a significant difference of neural patterns between conditions within each subject group. The multivariate approach also revealed that reappraisal conditions provide the most informative activity for differentiating HC versus BD, irrespective of emotional valence (negative or neutral). The current results illustrate the importance of investigating the cognitive control of emotion in BD. We also propose a set of candidate regions for further study of emotional control in BD.
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Affiliation(s)
- Fumika Kondo
- Douglas Mental Health University Institute, Verdun, QC, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Jocelyne C Whitehead
- Douglas Mental Health University Institute, Verdun, QC, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | | | - Serge Beaulieu
- Douglas Mental Health University Institute, Verdun, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Jorge L Armony
- Douglas Mental Health University Institute, Verdun, QC, Canada.
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada.
- Department of Psychiatry, McGill University, Montreal, QC, Canada.
- Department of Psychology, Université de Montréal, Montreal, QC, Canada.
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Ghaznavi S, Chou T, Dougherty DD, Nierenberg AA. Differential patterns of default mode network activity associated with negative and positive rumination in bipolar disorder. J Affect Disord 2023; 323:607-616. [PMID: 36503047 PMCID: PMC9871916 DOI: 10.1016/j.jad.2022.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 11/23/2022] [Accepted: 12/04/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Patients with bipolar disorder (BD) engage in both negative and positive rumination, defined as maladaptive self-focused thinking, and this tendency predicts depressive and manic episodes, respectively. Prior research in patients with major depression implicates regions of the default mode network (DMN) consistent with the self-focused nature of rumination. Little is known about the neural correlates of rumination in bipolar disorder. METHODS Fifteen euthymic patients with BD (twelve with Type I) and 17 healthy controls (HC) performed negative and positive rumination induction tasks, as well as a distraction task, followed by a self-related trait judgment task while undergoing functional magnetic resonance imaging (fMRI). Participants also underwent resting state scans. We examined functional connectivity at rest and during the induction tasks, as well as task-based activation during the trait judgment task, in core regions of the DMN. RESULTS Compared to HC, patients with BD showed greater functional connectivity between the posterior cingulate cortex (PCC) and medial prefrontal cortex (MPFC) at rest and during positive rumination, compared to distraction. They also showed greater activity in the PCC and MPFC during processing of positive traits, following positive rumination. At rest and during negative rumination compared to distraction, patients with BD showed greater functional connectivity between the PCC and inferior parietal lobule than HC. CONCLUSIONS These findings demonstrate that negative and positive rumination are subserved by different patterns of connectivity within the DMN in BD. Additionally, the PCC and MPFC are key regions involved in the processing of positive self-relevant traits following positive rumination.
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Affiliation(s)
- Sharmin Ghaznavi
- Dauten Center for Bipolar Treatment Innovation, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Tina Chou
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Division of Neurotherapeutics, Massachusetts General Hospital, Boston, MA, USA
| | - Darin D Dougherty
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Division of Neurotherapeutics, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew A Nierenberg
- Dauten Center for Bipolar Treatment Innovation, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Altered dynamic amplitude of low-frequency fluctuation between bipolar type I and type II in the depressive state. Neuroimage Clin 2022; 36:103184. [PMID: 36095891 PMCID: PMC9472068 DOI: 10.1016/j.nicl.2022.103184] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/30/2022] [Accepted: 09/02/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Bipolar disorder is a chronic and highly recurrent mental disorder that can be classified as bipolar type I (BD I) and bipolar type II (BD II). BD II is sometimes taken as a milder form of BD I or even doubted as an independent subtype. However, the fact that symptoms and severity differ in patients with BD I and BD II suggests different pathophysiologies and underlying neurobiological mechanisms. In this study, we aimed to explore the shared and unique functional abnormalities between subtypes. METHODS The dynamic amplitude of low-frequency fluctuation (dALFF) was performed to compare 31 patients with BD I, 32 with BD II, and 79 healthy controls (HCs). Global dALFF was calculated using sliding-window analysis. Group differences in dALFF among the 3 groups were compared using analysis of covariance (ANCOVA), with covariates of age, sex, years of education, and mean FD, and Bonferroni correction was applied for post hoc analysis. Pearson and Spearman's correlations were conducted between clusters with significant differences and clinical features in the BD I and BD II groups, after which false error rate (FDR) was used for correction. RESULTS We found a significant decrease in dALFF values in BD patients compared with HCs in the following brain regions: the bilateral-side inferior frontal gyrus (including the triangular, orbital, and opercular parts), inferior temporal gyrus, the medial part of the superior frontal gyrus, middle frontal gyrus, anterior cingulum, insula gyrus, lingual gyrus, calcarine gyrus, precuneus gyrus, cuneus gyrus, left-side precentral gyrus, postcentral gyrus, inferior parietal gyrus, superior temporal pole gyrus, middle temporal gyrus, middle occipital gyrus, superior occipital gyrus and right-side fusiform gyrus, parahippocampal gyrus, hippocampus, middle cingulum, orbital part of the medial frontal gyrus and superior frontal gyrus. Unique alterations in BD I were observed in the right-side supramarginal gyrus and postcentral gyrus. In addition, dALFF values in BD II were significantly higher than those in BD I in the right superior temporal gyrus and middle temporal gyrus. The variables of dALFF correlated with clinical characteristics differently according to the subtypes, but no correlations survived after FDR correction. LIMITATIONS Our study was cross-sectional. Most of our patients were on medication, and the sample was limited. CONCLUSIONS Our findings demonstrated neurobiological characteristics of BD subtypes, providing evidence for BD II as an independent existence, which could be the underlying explanation for the specific symptoms and/or severity and point to potential biomarkers for the differential diagnosis of bipolar subtypes.
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Gilbert P, Basran JK, Raven J, Gilbert H, Petrocchi N, Cheli S, Rayner A, Hayes A, Lucre K, Minou P, Giles D, Byrne F, Newton E, McEwan K. Compassion Focused Group Therapy for People With a Diagnosis of Bipolar Affective Disorder: A Feasibility Study. Front Psychol 2022; 13:841932. [PMID: 35936292 PMCID: PMC9347420 DOI: 10.3389/fpsyg.2022.841932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/01/2022] [Indexed: 11/21/2022] Open
Abstract
Background Compassion focused therapy (CFT) is an evolutionary informed, biopsychosocial approach to mental health problems and therapy. It suggests that evolved motives (e.g., for caring, cooperating, competing) are major sources for the organisation of psychophysiological processes which underpin mental health problems. Hence, evolved motives can be targets for psychotherapy. People with certain types of depression are psychophysiologically orientated towards social competition and concerned with social status and social rank. These can give rise to down rank-focused forms of social comparison, sense of inferiority, worthlessness, lowered confidence, submissive behaviour, shame proneness and self-criticism. People with bipolar disorders also experience elevated aspects of competitiveness and up rank status evaluation. These shift processing to a sense of superiority, elevated confidence, energised behaviour, positive affect and social dominance. This is the first study to explore the feasibility of a 12 module CFT group, tailored to helping people with a diagnosis of bipolar disorder understand the impact of evolved competitive, status-regulating motivation on their mental states and the value of cultivating caring and compassion motives and their psychophysiological regulators. Methods Six participants with a history of bipolar disorder took part in a CFT group consisting of 12 modules (over 25 sessions) as co-collaborators to explore their personal experiences of CFT and potential processes of change. Assessment of change was measured via self-report, heart rate variability (HRV) and focus groups over three time points. Results Although changes in self-report scales between participants and across time were uneven, four of the six participants consistently showed improvements across the majority of self-report measures. Heart rate variability measures revealed significant improvement over the course of the therapy. Qualitative data from three focus groups revealed participants found CFT gave them helpful insight into: how evolution has given rise to a number of difficult problems for emotion regulation (called tricky brain) which is not one's fault; an evolutionary understanding of the nature of bipolar disorders; development of a compassionate mind and practices of compassion focused visualisations, styles of thinking and behaviours; addressing issues of self-criticism; and building a sense of a compassionate identity as a means of coping with life difficulties. These impacted their emotional regulation and social relationships. Conclusion Although small, the study provides evidence of feasibility, acceptability and engagement with CFT. Focus group analysis revealed that participants were able to switch from competitive focused to compassion focused processing with consequent improvements in mental states and social behaviour. Participants indicated a journey over time from 'intellectually' understanding the process of building a compassionate mind to experiencing a more embodied sense of compassion that had significant impacts on their orientation to (and working with) the psychophysiological processes of bipolar disorder.
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Affiliation(s)
- Paul Gilbert
- Centre for Compassion Research and Training, College of Health, Psychology and Social Care, University of Derby, Derby, United Kingdom
- The Compassionate Mind Foundation, Derby, United Kingdom
| | - Jaskaran K. Basran
- Centre for Compassion Research and Training, College of Health, Psychology and Social Care, University of Derby, Derby, United Kingdom
- The Compassionate Mind Foundation, Derby, United Kingdom
| | - Joanne Raven
- The Compassionate Mind Foundation, Derby, United Kingdom
| | - Hannah Gilbert
- The Compassionate Mind Foundation, Derby, United Kingdom
- Department of Psychology, University of Roehampton, London, United Kingdom
| | - Nicola Petrocchi
- Department of Economics and Social Sciences, John Cabot University, Rome, Italy
- Compassionate Mind ITALIA, Rome, Italy
| | - Simone Cheli
- School of Human Health Sciences, University of Florence, Florence, Italy
| | - Andrew Rayner
- The Compassionate Mind Foundation, Derby, United Kingdom
| | - Alison Hayes
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
| | - Kate Lucre
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
| | - Paschalina Minou
- Department of Philosophy, University College London, London, United Kingdom
- College of Health, Psychology and Social Care, University of Derby, Derby, United Kingdom
| | - David Giles
- Lattice Coaching and Training, Chesterfield, United Kingdom
| | - Frances Byrne
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
| | - Elizabeth Newton
- College of Health, Psychology and Social Care, University of Derby, Derby, United Kingdom
| | - Kirsten McEwan
- Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, United Kingdom
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Machine learning approaches for prediction of bipolar disorder based on biological, clinical and neuropsychological markers: a systematic review and meta-analysis. Neurosci Biobehav Rev 2022; 135:104552. [PMID: 35120970 DOI: 10.1016/j.neubiorev.2022.104552] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 01/11/2022] [Accepted: 01/30/2022] [Indexed: 01/10/2023]
Abstract
Applying machine learning (ML) to objective markers may overcome prognosis uncertainty due to the subjective nature of the diagnosis of bipolar disorder (BD). This PRISMA-compliant meta-analysis provides new systematic evidence of the BD classification accuracy reached by different markers and ML algorithms. We focused on neuroimaging, electrophysiological techniques, peripheral biomarkers, genetic data, neuropsychological or clinical measures, and multimodal approaches. PubMed, Embase and Scopus were searched through 3rd December 2020. Meta-analyses were performed using random-effect models. Overall, 81 studies were included in this systematic review and 65 in the meta-analysis (11,336 participants, 3,903 BD). The overall pooled classification accuracy was 0.77 (95%CI[0.75;0.80]). Despite subgroup analyses for diagnostic comparison group, psychiatric disorders, marker, ML algorithm, and validation procedure were not significant, linear discriminant analysis significantly outperformed support vector machine for peripheral biomarkers (p=0.03). Sample size was inversely related to accuracy. Evidence of publication bias was detected. Ultimately, although ML reached a high accuracy in differentiating BD from other psychiatric disorders, best practices in methodology are needed for the advancement of future studies.
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The effects of reward and frustration in patients with bipolar disorder: Evidence from a computerized task with non-contingent feedback. J Affect Disord 2022; 298:69-79. [PMID: 34715178 DOI: 10.1016/j.jad.2021.10.067] [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: 01/14/2021] [Revised: 09/13/2021] [Accepted: 10/23/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Bipolar disorder (BD) is characterized by mood changes that implies alterations in reward sensitivity and frustration tolerance. This study examined the effects of monetary reward and frustration on attentional performance and on affective experience across mood states in BD. METHODS An Affective Posner Task in which the nature of contingencies are divided in the three successive blocks (baseline condition, monetary reward and non-contingent feedback) was applied to BD individuals in their different episodes: mania (n = 30), depression (n = 30), and euthymia (n = 30) as well as to a group of healthy controls (n = 30). RESULTS Monetary reward improved performance (in terms of faster response times) in the euthymic group and the control group, whereas it impaired performance in the manic group and has not significant effect in the depressed group. In addition, an increased interference of frustration on response accuracy was exhibited in the three groups of BD patients (including euthymia) compared with healthy controls. LIMITATIONS Participants' affective experience was self-informed by a Likert scale, so the reliability of this measure can be undermined in symptomatic patients in terms of stability and objectivity. Although it was statistically controlled, at the time of testing, all BD patients were medicated. CONCLUSIONS A dissociated effect of reward and frustration was found between symptomatic and euthymic states in BD: whereas the benefit from monetary reward is affected only during symptomatic episodes (i.e., a state), the notably increased interference of frustration is exhibited also during euthymia (i.e., a trait).
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Carlton CN, Dike JE, Brown MFD, Stanton K, Richey JA. Motivationally-relevant domains of positive affectivity are differentially related to social anxiety symptoms. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-02165-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Komatsu H, Watanabe E, Fukuchi M. Psychiatric Neural Networks and Precision Therapeutics by Machine Learning. Biomedicines 2021; 9:403. [PMID: 33917863 PMCID: PMC8068267 DOI: 10.3390/biomedicines9040403] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/28/2021] [Accepted: 04/06/2021] [Indexed: 12/12/2022] Open
Abstract
Learning and environmental adaptation increase the likelihood of survival and improve the quality of life. However, it is often difficult to judge optimal behaviors in real life due to highly complex social dynamics and environment. Consequentially, many different brain regions and neuronal circuits are involved in decision-making. Many neurobiological studies on decision-making show that behaviors are chosen through coordination among multiple neural network systems, each implementing a distinct set of computational algorithms. Although these processes are commonly abnormal in neurological and psychiatric disorders, the underlying causes remain incompletely elucidated. Machine learning approaches with multidimensional data sets have the potential to not only pathologically redefine mental illnesses but also better improve therapeutic outcomes than DSM/ICD diagnoses. Furthermore, measurable endophenotypes could allow for early disease detection, prognosis, and optimal treatment regime for individuals. In this review, decision-making in real life and psychiatric disorders and the applications of machine learning in brain imaging studies on psychiatric disorders are summarized, and considerations for the future clinical translation are outlined. This review also aims to introduce clinicians, scientists, and engineers to the opportunities and challenges in bringing artificial intelligence into psychiatric practice.
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Affiliation(s)
- Hidetoshi Komatsu
- Medical Affairs, Kyowa Pharmaceutical Industry Co., Ltd., Osaka 530-0005, Japan
- Department of Biological Science, Graduate School of Science, Nagoya University, Nagoya City 464-8602, Japan
| | - Emi Watanabe
- Interactive Group, Accenture Japan Ltd., Tokyo 108-0073, Japan;
| | - Mamoru Fukuchi
- Laboratory of Molecular Neuroscience, Faculty of Pharmacy, Takasaki University of Health and Welfare, Gunma 370-0033, Japan;
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The dual-system theory of bipolar spectrum disorders: A meta-analysis. Clin Psychol Rev 2020; 83:101945. [PMID: 33217713 DOI: 10.1016/j.cpr.2020.101945] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 10/15/2020] [Accepted: 11/02/2020] [Indexed: 01/05/2023]
Abstract
Bipolar spectrum disorders are characterized by alternating intervals of extreme positive and negative affect. We performed a meta-analysis to test the hypothesis that such disorders would be related to dysregulated reinforcement sensitivity. First, we reviewed 23 studies that reported the correlation between self-report measures of (hypo)manic personality and measures of reinforcement sensitivity. A large relationship was found between (hypo)manic personality and BAS sensitivity (g = .74), but not with BIS sensitivity (g = -.08). This stands in contrast to self-reported depression which has a small, negative relationship with BAS sensitivity and a large positive one with BIS sensitivity (Katz et al., 2020). Next, we reviewed 33 studies that compared reinforcement sensitivity between euthymic, bipolar participants and healthy controls. There, bipolar disorder had a small, positive relationship with BAS sensitivity (g = .20) and a medium, positive relationship with BIS sensitivity (g = .64). These findings support a dualsystem theory of bipolar disorders, wherein BAS sensitivity is more closely related to mania and BIS sensitivity more closely to bipolar depression. Bipolar disorders show diatheses for both states with euthymic participants being BAS- and BIS- hypersensitive. Implications for further theory and research practice are expounded upon in the discussion.
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Docteur A, Mirabel-Sarron C, Kaya Lefèvre H, Sala L, Husky M, Swendsen J, Gorwood P. Role of autobiographical memory in the impact of MBCT on dysfunctional attitudes, depressive symptoms and anxiety in bipolar I patients. J Affect Disord 2020; 276:907-913. [PMID: 32739709 DOI: 10.1016/j.jad.2020.07.072] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/22/2020] [Accepted: 07/05/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The literature suggests that cognitive reactivity in bipolar patients can increase relapse vulnerability, is enhanced by depressive mood and dysfunctional attitudes, and could be improved with MBCT. Autobiographical memory (AM) could be involved in cognitive reactivity, and improved with MBCT training. This study aims to investigate the effect of MBCT for bipolar patients on depressive and anxious symptoms, dysfunctional attitudes and AM, and the predictive versus mediating role of AM in the impact of MBCT on clinical symptoms. METHODS Sixty-two outpatients diagnosed with bipolar I disorder were assigned to MBCT and were compared to 37 bipolar patients on a waiting list. Affective symptoms and dysfunctional attitudes were explored using self-report inventories (BDI, BAI, DAS) and AM was assessed using the Autobiographical Memory Test. RESULTS Patients receiving MBCT demonstrated significantly decreased depressive symptoms, dysfunctional attitudes, overgeneral memories and omissions, and increased specific memories. General AM and omissions at baseline respectively predicted lower anxiety and dysfunctional attitudes improvement following therapy, but the improvement of AM did not explain the impact of MBCT on depression and dysfunctional attitudes improvement. LIMITS Further studies should consider patients' therapeutic adherence and mechanisms involved in MBCT in order to better apprehend how MBCT may reduce dysfunctional attitudes and improve AM in bipolar patients. CONCLUSION Results are consistent with the hypothesis that MBCT reduces cognitive reactivity and AM impairment in bipolar disorders. Findings suggest that AM training prior to MBCT may influence MBCT efficacy, but that MBCT efficacy on AM and clinical symptoms are non-related phenomena.
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Affiliation(s)
- Aurélie Docteur
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, CMME, F-75014 Paris, France
| | | | - Héline Kaya Lefèvre
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, CMME, F-75014 Paris, France; Université de Paris, LPPS, F-92100 Boulogne-Billancourt, France.
| | - Loretta Sala
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, CMME, F-75014 Paris, France
| | - Mathilde Husky
- Laboratoire de Psychologie EA4139, Université de Bordeaux, Bordeaux, France
| | - Joel Swendsen
- INCIA, UMR 5287, CNRS/Université de Bordeaux, Bordeaux, France
| | - Philip Gorwood
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, CMME, F-75014 Paris, France; Université de Paris, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, F-75014 Paris, France
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14
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Li P, Zhu C, Leng Y, Luo W. Distraction and expressive suppression strategies in down-regulation of high- and low-intensity positive emotions. Int J Psychophysiol 2020; 158:56-61. [PMID: 33080296 DOI: 10.1016/j.ijpsycho.2020.09.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Revised: 09/22/2020] [Accepted: 09/23/2020] [Indexed: 10/23/2022]
Abstract
Emotion intensity is important for emotional regulation process. The studies in this literature, however, have generally focused on the down-regulation of negative emotions. Few studies have examined the down-regulation of positive emotions. Distraction and expressive suppression belong to disengagement strategies, which direct coping efforts away from emotions. Participants are more likely to select distraction and expressive suppression when motivated to down-regulate their emotions. Therefore, this study aimed to assess the impact of emotional intensity on down-regulating positive emotions via distraction and expressive suppression. The event-related potentials (ERPs) of college students were recorded while they were instructed to down-regulate positive emotions using expressive suppression or distraction versus free viewing when exposed to high- and low-intensity pleasant stimuli. Subsequently, participants were instructed to rate their positive experience using a 9-point scale. Supporting our predictions, behavioral results showed that both strategies could dramatically reduce high-intensity positive experience relative to viewing, and distraction led to a larger reduction of high-intensity positive experience than expressive suppression. Both strategies could not decrease low-intensity positive experience relative to viewing. ERP results showed that distraction successfully attenuated the early (500-700 ms) and late (700-1500 ms) stage of late positive potential (LPP) in high-intensity, and in low-intensity it modulated the early (but not late) LPP relative to viewing. Unexpectedly, expressive suppression effectively attenuated the early and late LPP in high- and low-intensity relative to viewing. The findings suggest that expressive suppression and distraction can effectively down-regulate positive emotions; however, distraction is more susceptible to emotional intensity and time.
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Affiliation(s)
- Ping Li
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China; Key Laboratory of Brain and Cognitive Neuroscience, Liaoning Province, Dalian, China
| | - Chuanlin Zhu
- School of Educational Science, Yangzhou University, Yangzhou, China
| | - Yexi Leng
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China; Key Laboratory of Brain and Cognitive Neuroscience, Liaoning Province, Dalian, China
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China; Key Laboratory of Brain and Cognitive Neuroscience, Liaoning Province, Dalian, China.
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15
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Bigot M, Alonso M, Houenou J, Sarrazin S, Dargél AA, Lledo PM, Henry C. An emotional-response model of bipolar disorders integrating recent findings on amygdala circuits. Neurosci Biobehav Rev 2020; 118:358-366. [PMID: 32739421 DOI: 10.1016/j.neubiorev.2020.07.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 07/16/2020] [Accepted: 07/27/2020] [Indexed: 02/02/2023]
Abstract
Because of our classification system limitations for defining psychiatric disorders and understanding their physiopathology, a new research area based on dimensions has emerged. It consists of exploring domains derived from fundamental behavioral components linked to neurobiological systems. Emotional processing is among the most affected dimensions in bipolar disorders (BD), but is excluded from the definition criteria. The purpose of this review is to synthesize the emotional responses disruption during the different phases of BD, using intensity and valence as the two key characteristics of emotions. We integrate those emotional disruptions into an original, emotion-based model contrasting with the current diagnostic frame built on mood. Emotional processing is underpinned by cortico-limbic circuits involving the amygdala. Recent publications showed the crucial role of the amygdala in emotional processes triggered by stimuli of negative, but also positive valence. We show how these neuroscience data can provide physiological basis for emotional disturbances observed in BD. We conclude with translational perspectives to improve the current knowledge about neural substrates underlying altered emotional responses characterizing BD.
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Affiliation(s)
- Mathilde Bigot
- Perception and Memory Unit, Institut Pasteur, UMR3571, CNRS, Paris, France; Sorbonne Université, Collège doctoral, Paris, France
| | - Mariana Alonso
- Perception and Memory Unit, Institut Pasteur, UMR3571, CNRS, Paris, France
| | - Josselin Houenou
- Université Paris-Est, INSERM, U955, Créteil, France; NeuroSpin, Commissariat à l'Energie Atomique et aux Énergies Alternatives, Gif-sur-Yvette, France
| | - Samuel Sarrazin
- Université Paris-Est, INSERM, U955, Créteil, France; NeuroSpin, Commissariat à l'Energie Atomique et aux Énergies Alternatives, Gif-sur-Yvette, France
| | - Aroldo A Dargél
- Perception and Memory Unit, Institut Pasteur, UMR3571, CNRS, Paris, France
| | - Pierre-Marie Lledo
- Perception and Memory Unit, Institut Pasteur, UMR3571, CNRS, Paris, France
| | - Chantal Henry
- Perception and Memory Unit, Institut Pasteur, UMR3571, CNRS, Paris, France; Université de Paris, Paris, France; Department of Psychiatry, Service Hospitalo-Universitaire, GHU Paris Psychiatrie & Neurosciences, Paris, France.
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16
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Thirioux B, Harika-Germaneau G, Langbour N, Jaafari N. The Relation Between Empathy and Insight in Psychiatric Disorders: Phenomenological, Etiological, and Neuro-Functional Mechanisms. Front Psychiatry 2020; 10:966. [PMID: 32116810 PMCID: PMC7020772 DOI: 10.3389/fpsyt.2019.00966] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 12/06/2019] [Indexed: 01/12/2023] Open
Abstract
Lack of insight, i.e., unawareness of one's mental illness, is frequently encountered in psychiatric conditions. Insight is the capacity to recognize (psychical insight) and accept one's mental illness (emotional insight). Insight growth necessitates developing an objective perspective on one's subjective pathological experiences. Therefore, insight has been posited to require undamaged self-reflexion and cognitive perspective-taking capacities. These enable patients to look objectively at themselves from the imagined perspective of someone else. Preserved theory-of-mind performances have been reported to positively impact insight in psychosis. However, some patients with schizophrenia or obsessive-compulsive disorders, although recognizing their mental disease, are still not convinced of this and do not accept it. Hence, perspective-taking explains psychical insight (recognition) but not emotional insight (acceptance). Here, we propose a new conceptual model. We hypothesize that insight growth relies upon the association of intact self-reflexion and empathic capacities. Empathy (feeling into someone else) integrates heterocentered visuo-spatial perspective (feeling into), embodiment, affective (feeling into) and cognitive processes, leading to internally experience the other's thought. We posit that this subjective experience enables to better understand the other's thought about oneself and to affectively adhere to this. We propose that the process of objectification, resulting from empathic heterocentered, embodiment, and cognitive processes, generates an objective viewpoint on oneself. It enables to recognize one's mental illness and positively impacts psychical insight. The process of subjectification, resulting from empathic affective processes, enables to accept one's illness and positively impacts emotional insight. That is, affectively experiencing the thought of another person about oneself reinforces the adhesion of the emotional system to the objective recognition of the disease. Applying our model to different psychiatric disorders, we predict that the negative effect of impaired self-reflexion and empathic capacities on insight is a transnosographic state and that endophenotypical differences modulate this common state, determining a psychiatric disease as specific.
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Affiliation(s)
- Bérangère Thirioux
- Unité de Recherche Clinique Intersectorielle en Psychiatrie à vocation régionale Pierre Deniker, Centre Hospitalier Henri Laborit, Poitiers, France
| | - Ghina Harika-Germaneau
- Unité de Recherche Clinique Intersectorielle en Psychiatrie à vocation régionale Pierre Deniker, Centre Hospitalier Henri Laborit, Poitiers, France
| | - Nicolas Langbour
- Unité de Recherche Clinique Intersectorielle en Psychiatrie à vocation régionale Pierre Deniker, Centre Hospitalier Henri Laborit, Poitiers, France
| | - Nematollah Jaafari
- Unité de Recherche Clinique Intersectorielle en Psychiatrie à vocation régionale Pierre Deniker, Centre Hospitalier Henri Laborit, Poitiers, France
- Université de Poitiers, CHU de Poitiers, INSERM U 1084, Experimental and Clinical Neuroscience Laboratory, Groupement de Recherche CNRS 3557, Poitiers, France
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17
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Naragon-Gainey K, McMahon TP, Park J. The contributions of affective traits and emotion regulation to internalizing disorders: Current state of the literature and measurement challenges. ACTA ACUST UNITED AC 2019; 73:1175-1186. [PMID: 30525799 DOI: 10.1037/amp0000371] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Dysfunctional affective processes are central to the experience of internalizing disorders (e.g., depression, anxiety, and related disorders). Specifically, extreme positive affect and elevated negative affect each have unique and robust patterns of associations with internalizing symptoms. This article examines affect as both an individual difference and a within-person dynamic process that unfolds over time. Recent research is reviewed that clarifies the hierarchical structure of affect and facet-level associations with symptoms, affect-laden traits that confer risk for internalizing psychopathology, models of emotion regulation, and how emotion regulation abilities and strategies contribute to or detract from psychological well-being. Several measurement challenges in this literature are identified and discussed, including possible conceptual and content overlap, mood-state distortion, naturalistic assessment in daily life, and the benefits and limitations of self-reported affective experience. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
| | - Tierney P McMahon
- Department of Psychology, University at Buffalo, The State University of New York
| | - Juhyun Park
- Department of Psychology, University at Buffalo, The State University of New York
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18
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Dodd AL, Gilbert K, Gruber J. Beliefs about the automaticity of positive mood regulation: examination of the BAMR-Positive Emotion Downregulation Scale in relation to emotion regulation strategies and mood symptoms. Cogn Emot 2019; 34:384-392. [PMID: 31174453 DOI: 10.1080/02699931.2019.1626700] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Emotion regulation is a topic of great interest due to its relevance to navigating everyday life, as well as its relevance to psychopathology. Recent research indicates that beliefs about the automaticity of mood regulation are critical to psychological health. In the present study we assessed beliefs about the automaticity of positive mood regulation in relationship to self-reported mood symptoms and explicit emotion regulation strategies. Participants (n = 200) completed an online survey including a scale assessing beliefs about automatic downregulation of positive emotions (i.e. BAMR-PED), beliefs about automatic mood regulation for negative emotions, mood symptoms, and emotion regulation strategies. Results suggested that beliefs about automatic positive emotion regulation were associated with unhelpful emotion regulation strategies and reduced negative affect as well as fewer depressive, manic, and anxiety symptoms. Test-retest of the novel BAMR-PED measure was tested with a further sample (n = 46) and found to be acceptable. Future research should explore how these automatic beliefs have relevance to clinical disorders characterised by positive emotion disturbance, such as bipolar disorder.
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Affiliation(s)
- Alyson L Dodd
- Department of Psychology, Northumbria University, Newcastle Upon Tyne, UK
| | - Kirsten Gilbert
- Department of Psychiatry, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - June Gruber
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
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19
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Sperry SH, Kwapil TR. Affective dynamics in bipolar spectrum psychopathology: Modeling inertia, reactivity, variability, and instability in daily life. J Affect Disord 2019; 251:195-204. [PMID: 30927580 DOI: 10.1016/j.jad.2019.01.053] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 12/18/2018] [Accepted: 01/22/2019] [Indexed: 01/12/2023]
Abstract
BACKGROUND Bipolar psychopathology is characterized by affective dysregulation independent of mood episodes. However, previous research has relied on laboratory-based emotion-eliciting tasks or retrospective questionnaires that do not take into account temporal dynamics of affect. Thus, the present study examined affective dynamics (reactivity, variability, instability, and inertia) of low and high arousal negative affect (NA) and positive affect (PA) in daily life in those at risk for bipolar psychopathology. METHODS Undergraduates (n = 135) completed the Hypomanic Personality Scale and experience sampling surveys assessing affective experiences 8 times daily for 7 days. RESULTS HPS scores were associated with greater reactivity of NA when experiencing negative or stressful events, variability of NA (high and low arousal) and PA (high arousal), and instability of NA and PA (high and low arousal) in daily life. HPS scores were associated with a high probability of acute increases in NA and PA and were unassociated with levels of inertia. LIMITATIONS This study only examined short-term dynamics over 7 days. Future studies should model both short- and long-term dynamics and whether these dynamics predict behavioral outcomes. CONCLUSIONS These results provide evidence that bipolar spectrum psychopathology is characterized by reactivity of NA as well as variability, instability, and acute increases in NA and PA in daily life over-and-above mean levels of affect. Modeling affective dynamics may provide context-relevant information about the course and trajectory of bipolar spectrum psychopathology and should facilitate the use of experience sampling methodology to study and intervene in mood lability in patients with bipolar disorders.
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Affiliation(s)
- Sarah H Sperry
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, United States.
| | - Thomas R Kwapil
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, United States; University of North Carolina at Greensboro, Greensboro, NC, United States
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20
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Dodd A, Lockwood E, Mansell W, Palmier-Claus J. Emotion regulation strategies in bipolar disorder: A systematic and critical review. J Affect Disord 2019; 246:262-284. [PMID: 30590289 DOI: 10.1016/j.jad.2018.12.026] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 11/07/2018] [Accepted: 12/16/2018] [Indexed: 12/16/2022]
Abstract
Theoretical frameworks emphasise associations between interpretations and responses to affect and bipolar disorder (BD). This review (PROSPERO CRD42016043801) investigated which emotion regulation (ER) strategies have been applied to BD, are elevated in BD compared to clinical and non-clinical controls, and are associated with clinical and functional outcomes in BD METHODS: Search terms relating to emotion regulation, coping and bipolar disorder were entered into Embase, MedLine and PsycInfo. Quantitative studies investigating relationships between ER strategies and BD were eligible for this narrative synthesis RESULTS: A large volume of research (n = 47) investigated specific ER strategies in BD. Maladaptive strategies such as rumination and dampening were elevated in BD compared to controls and these particular strategies had a detrimental impact on outcomes such as mood symptoms. BD had a similar profile of ER strategies to unipolar depression, but there was limited comparison to other clinical groups. People with BD did not generally have deficits in using adaptive strategies, as evidenced by comparisons with controls and experimental studies LIMITATIONS: Methodological heterogeneity and a lack of ecologically valid ER assessments CONCLUSIONS: Empirical literature is critiqued in line with contemporary theories of BD and of emotion regulation more generally, in order to inform future research recommendations. This includes investigation of the importance of context in the impact of ER strategies, and discrepancies between trait and state use of ER strategies, particularly through experience sampling.
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Affiliation(s)
- Alyson Dodd
- Department of Psychology, Faculty of Health & Life Sciences, Northumbria University, Newcastle-upon-Tyne, UK.
| | - Elizabeth Lockwood
- Psychosis Research Unit, Greater Manchester West NHS Foundation Trust, Manchester, UK
| | - Warren Mansell
- Faculty of Biology, Medicine & Health, The University of Manchester, Manchester, UK
| | - Jasper Palmier-Claus
- Psychosis Research Unit, Greater Manchester West NHS Foundation Trust, Manchester, UK; Faculty of Biology, Medicine & Health, The University of Manchester, Manchester, UK
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21
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Man V, Gruber J, Glahn DC, Cunningham WA. Altered amygdala circuits underlying valence processing among manic and depressed phases in bipolar adults. J Affect Disord 2019; 245:394-402. [PMID: 30423467 PMCID: PMC6351166 DOI: 10.1016/j.jad.2018.11.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 10/08/2018] [Accepted: 11/02/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Disruptions in affective processing characterize mood disorders, yet the neural mechanisms underlying internal state dependency in affective processes are not well understood. The present work presents a pilot investigation into state dependency among neural circuits known to be involved in processing affective information, by examining acute manic and depressive mood phases in adults with bipolar disorder and major depressive disorder. METHODS The present study probed affective processes with a well-validated passive picture-viewing task amongst acutely manic (n = 8) or acutely depressed (bipolar depression: n = 11; major depression: n = 15) mood-disordered adults during functional magnetic resonance imaging . RESULTS Beta-series correlation analyses seeded from the amygdala revealed distinct neural circuits distinguished across current mood state rather than diagnostic boundaries. We delineated an amygdala-striatum pathway that distinguished depressed from manic mood phase, rather than between diagnostic boundaries, in processing valenced information. Specifically, we found differences in this neural response to negative, but not positive, images across clinical mood states. LIMITATIONS As a preliminary investigation of state-dependent affective processes, the current investigation is predominantly limited by the small sample size. While it provides direction and generates hypotheses for further work, future studies need to replicate and expand the reported effects with larger samples. CONCLUSIONS These findings demonstrate the conditions under which mood state-dependent affective processes cut cross traditional diagnostic boundaries, speaking to recent advances in transdiagnostic disease mechanisms, and can guide future work examining the neural mechanisms driving symptomatology in affective disorders.
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Affiliation(s)
- Vincent Man
- University of Toronto, Department of Psychology, 100 St. George Street, M5S 3G3 Toronto, Ontario, Canada.
| | - June Gruber
- University of Colorado Boulder, Department of Psychology and Neuroscience
| | - David C. Glahn
- Yale University School of Medicine, Department of Psychiatry,Institute of Living, Hartford Hospital, Olin Neuropsychiatric Research Center
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22
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Di Simplicio M, Lau-Zhu A, Meluken I, Taylor P, Kessing LV, Vinberg M, Holmes EA, Miskowiak KW. Emotional Mental Imagery Abnormalities in Monozygotic Twins With, at High-Risk of, and Without Affective Disorders: Present in Affected Twins in Remission but Absent in High-Risk Twins. Front Psychiatry 2019; 10:801. [PMID: 31780967 PMCID: PMC6856790 DOI: 10.3389/fpsyt.2019.00801] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 10/07/2019] [Indexed: 12/31/2022] Open
Abstract
Background: Mental imagery abnormalities feature across affective disorders including bipolar disorder (BD) and unipolar depression (UD). Maladaptive emotional imagery has been proposed as a maintenance factor for affective symptomatology and a target for mechanism-driven psychological treatment developments. Where imagery abnormalities feature beyond acute affective episodes, further opportunities for innovation arise beyond treatments, such as for tertiary/relapse prevention (e.g., in remitted individuals) or primary prevention (e.g., in non-affected but at-risk individuals). The aim of our study was to investigate for the first time the presence of possible mental imagery abnormalities in affected individuals in remission and at-risk individuals for affective disorders using a familial risk design. Methods: A population-based cohort of monozygotic twins was recruited through linkage between the Danish national registries (N=204). Participants were grouped as: affected (remitted BD/UD; n = 115); high-risk (co-twin with history of BD/UD; n = 49), or low-risk (no co-twin history of BD/UD; n = 40). Twins completed mental imagery measures spanning key subjective domains (spontaneous imagery use and emotional imagery) and cognitive domains (imagery inspection and imagery manipulation). Results: Affected twins in remission reported enhanced emotional mental imagery compared to both low- and high-risk twins. This was characterized by greater impact of i) intrusive prospective imagery (Impact of Future Events Scale) and ii) deliberately-generated prospective imagery of negative scenarios (Prospective Imagery Task). There were no significant differences in these key measures between affected BD and UD twins in remission. Additionally, low- and high-risk twins did not significantly differ on these emotional imagery measures. There were also no significant differences between the three groups on non-emotional measures including spontaneous imagery use and cognitive stages of imagery. Conclusions: Abnormalities in emotional prospective imagery are present in monozygotic twins with affective disorders in remission-despite preserved cognitive stages of imagery-but absent in unaffected high-risk twins, and thus do not appear to index familial risk (i.e., unlikely to qualify as "endophenotypes"). Elevated emotional prospective imagery represents a promising treatment/prevention target in affective disorders.
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Affiliation(s)
- Martina Di Simplicio
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Alex Lau-Zhu
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom.,Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.,Medical Sciences Division, Oxford Institute of Clinical Psychology Training, University of Oxford, Oxford, United Kingdom
| | - Iselin Meluken
- Copenhagen Affective Disorder Research Centre (CADIC), Psychiatric Centre Copenhagen, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Patrick Taylor
- Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Lars Vedel Kessing
- Copenhagen Affective Disorder Research Centre (CADIC), Psychiatric Centre Copenhagen, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Maj Vinberg
- Copenhagen Affective Disorder Research Centre (CADIC), Psychiatric Centre Copenhagen, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Emily Alexandra Holmes
- Division of Psychology, Department for Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Kamilla Woznica Miskowiak
- Copenhagen Affective Disorder Research Centre (CADIC), Psychiatric Centre Copenhagen, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.,Department of Psychology, University of Copenhagen, Copenhagen, Denmark
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23
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Vai B, Bertocchi C, Benedetti F. Cortico-limbic connectivity as a possible biomarker for bipolar disorder: where are we now? Expert Rev Neurother 2019; 19:159-172. [PMID: 30599797 DOI: 10.1080/14737175.2019.1562338] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The fronto-limbic network has been suggested as a key circuitry in the pathophysiology and maintenance of bipolar disorder. In the past decade, a disrupted connectivity within prefrontal-limbic structures was identified as a promising candidate biomarker for the disorder. Areas Covered: In this review, the authors examine current literature in terms of the structural, functional and effective connectivity in bipolar disorder, integrating recent findings of imaging genetics and machine learning. This paper profiles the current knowledge and identifies future perspectives to provide reliable and usable neuroimaging biomarkers for bipolar psychopathology in clinical practice. Expert Opinion: The replication and the translation of acquired knowledge into useful and usable tools represents one of the current greatest challenges in biomarker research applied to psychiatry.
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Affiliation(s)
- Benedetta Vai
- a Psychiatry & Clinical Psychobiology , Division of Neuroscience, Scientific Institute Ospedale San Raffaele , Milano , Italy.,b University Vita-Salute San Raffaele , Milano , Italy
| | - Carlotta Bertocchi
- a Psychiatry & Clinical Psychobiology , Division of Neuroscience, Scientific Institute Ospedale San Raffaele , Milano , Italy
| | - Francesco Benedetti
- a Psychiatry & Clinical Psychobiology , Division of Neuroscience, Scientific Institute Ospedale San Raffaele , Milano , Italy.,b University Vita-Salute San Raffaele , Milano , Italy
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24
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Weiss NH, Forkus SR, Contractor AA, Schick MR. Difficulties regulating positive emotions and alcohol and drug misuse: A path analysis. Addict Behav 2018; 84:45-52. [PMID: 29625262 DOI: 10.1016/j.addbeh.2018.03.027] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Revised: 03/23/2018] [Accepted: 03/23/2018] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Alcohol and drugs are widely used among college students. Emotion dysregulation has been identified as a key mechanism in the etiology, maintenance, and treatment of alcohol and drug misuse. Yet, research in this area has been limited by its narrow focus on dysregulation stemming from negative emotions. The goal of the current study was to extend past research by examining the relation of difficulties regulating positive emotions to alcohol and drug misuse. METHODS Participants were 311 college students (Mage = 19.24; 66.1% female; 66.0% White) who completed measures assessing difficulties regulating positive emotions and alcohol and drug misuse. RESULTS Structural equational modeling was used to model the relation between difficulties regulating positive emotions and alcohol and drug misuse. In a hypothesized structural model, higher levels of difficulties regulating positive emotions were found to relate to greater alcohol and drug misuse. Moreover, an alternative model provided support for an association of greater drug (but not alcohol) misuse to higher levels of difficulties regulating positive emotions. CONCLUSIONS If replicated, findings may suggest the utility of targeting difficulties regulating positive emotions in treatments aimed at reducing alcohol and drug misuse among college students.
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Campellone TR, Peckham AD, Johnson SL. Parsing positivity in the bipolar spectrum: The effect of context on social decision-making. J Affect Disord 2018; 235:316-322. [PMID: 29665514 DOI: 10.1016/j.jad.2018.02.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 11/17/2017] [Accepted: 02/16/2018] [Indexed: 01/28/2023]
Abstract
INTRODUCTION People with bipolar disorder often show more approach-related behavior and positive appraisals of others during social interactions. This may be due to an increased sensitivity to positive contexts or to tendencies toward positive affectivity. In this study, we investigated the influence of reward versus prosocial positive contexts on social decision-making in people at high (n = 21) and low (n = 111) risk for bipolar disorder. METHODS Participants completed a computerized task consisting of two blocks. In the No Context block, participants were presented with a face and asked to make decisions related to approach, appraisal, and trust behavior toward that person. In the Context block, designed to assess the influence of contextual information on decision-making, each face was preceded by a written statement describing a positive or neutral context. RESULTS Compared to the low risk group, the high-risk group made significantly higher approach and appraisal ratings, regardless of the context condition. Effects were sustained controlling for positive affect. We did not find any effect of bipolar risk on trust ratings. LIMITATIONS The study was conducted in an analogue sample. DISCUSSION Taken together, these results suggest risk for bipolar disorder is associated with greater positive social approach and appraisal tendencies, and that these effects are not secondary to social context or positive affect. Implications for understanding social decision-making in the bipolar spectrum are discussed.
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Affiliation(s)
- Timothy R Campellone
- San Francisco VA Medical Center, 4150 Clement Street, San Francisco, CA 94121, USA.
| | | | - Sheri L Johnson
- Department of Psychology, University of California, Berkeley, USA
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Hua AY, Sible IJ, Perry DC, Rankin KP, Kramer JH, Miller BL, Rosen HJ, Sturm VE. Enhanced Positive Emotional Reactivity Undermines Empathy in Behavioral Variant Frontotemporal Dementia. Front Neurol 2018; 9:402. [PMID: 29915557 PMCID: PMC5994409 DOI: 10.3389/fneur.2018.00402] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 05/15/2018] [Indexed: 12/12/2022] Open
Abstract
Behavioral variant frontotemporal dementia (bvFTD) is a neurodegenerative disease characterized by profound changes in emotions and empathy. Although most patients with bvFTD become less sensitive to negative emotional cues, some patients become more sensitive to positive emotional stimuli. We investigated whether dysregulated positive emotions in bvFTD undermine empathy by making it difficult for patients to share (emotional empathy), recognize (cognitive empathy), and respond (real-world empathy) to emotions in others. Fifty-one participants (26 patients with bvFTD and 25 healthy controls) viewed photographs of neutral, positive, negative, and self-conscious emotional faces and then identified the emotions displayed in the photographs. We used facial electromyography to measure automatic, sub-visible activity in two facial muscles during the task: Zygomaticus major (ZM), which is active during positive emotional reactions (i.e., smiling), and Corrugator supercilii (CS), which is active during negative emotional reactions (i.e., frowning). Participants rated their baseline positive and negative emotional experience before the task, and informants rated participants' real-world empathic behavior on the Interpersonal Reactivity Index. The majority of participants also underwent structural magnetic resonance imaging. A mixed effects model found a significant diagnosis X trial interaction: patients with bvFTD showed greater ZM reactivity to neutral, negative (disgust and surprise), self-conscious (proud), and positive (happy) faces than healthy controls. There was no main effect of diagnosis or diagnosis X trial interaction on CS reactivity. Compared to healthy controls, patients with bvFTD had impaired emotion recognition. Multiple regression analyses revealed that greater ZM reactivity predicted worse negative emotion recognition and worse real-world empathy. At baseline, positive emotional experience was higher in bvFTD than healthy controls and also predicted worse negative emotion recognition. Voxel-based morphometry analyses found that smaller volume in the thalamus, midcingulate cortex, posterior insula, anterior temporal pole, amygdala, precentral gyrus, and inferior frontal gyrus—structures that support emotion generation, interoception, and emotion regulation—was associated with greater ZM reactivity in bvFTD. These findings suggest that dysregulated positive emotional reactivity may relate to reduced empathy in bvFTD by making patients less likely to tune their reactions to the social context and to share, recognize, and respond to others' feelings and needs.
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Affiliation(s)
- Alice Y Hua
- Department of Psychology, University of California, Berkeley, Berkeley, CA, United States
| | - Isabel J Sible
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - David C Perry
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - Katherine P Rankin
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - Joel H Kramer
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - Bruce L Miller
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - Howard J Rosen
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
| | - Virginia E Sturm
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, United States
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Increased sensitivity to positive social stimuli in monozygotic twins at risk of bipolar vs. unipolar disorder. J Affect Disord 2018; 232:212-218. [PMID: 29499503 DOI: 10.1016/j.jad.2018.02.055] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 02/12/2018] [Accepted: 02/19/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Abnormalities in affective cognition are putative endophenotypes for bipolar and unipolar disorders but it is unclear whether some abnormalities are disorder-specific. We therefore investigated affective cognition in monozygotic twins at familial risk of bipolar disorder relative to those at risk of unipolar disorder and to low-risk twins. METHODS Seventy monozygotic twins with a co-twin history of bipolar disorder (n = 11), of unipolar disorder (n = 38) or without co-twin history of affective disorder (n = 21) were included. Variables of interest were recognition of and vigilance to emotional faces, emotional reactivity and -regulation in social scenarios and non-affective cognition. RESULTS Twins at familial risk of bipolar disorder showed increased recognition of low to moderate intensity of happy facial expressions relative to both unipolar disorder high-risk twins and low-risk twins. Bipolar disorder high-risk twins also displayed supraliminal attentional avoidance of happy faces compared with unipolar disorder high-risk twins and greater emotional reactivity in positive and neutral social scenarios and less reactivity in negative social scenarios than low-risk twins. In contrast with our hypothesis, there was no negative bias in unipolar disorder high-risk twins. There were no differences between the groups in demographic characteristics or non-affective cognition. LIMITATIONS The modest sample size limited the statistical power of the study. CONCLUSIONS Increased sensitivity and reactivity to positive social stimuli may be a neurocognitive endophenotype that is specific for bipolar disorder. If replicated in larger samples, this 'positive endophenotype' could potentially aid future diagnostic differentiation between unipolar and bipolar disorder.
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The effectiveness of adjunct mindfulness-based intervention in treatment of bipolar disorder: A systematic review and meta-analysis. J Affect Disord 2018; 225:234-245. [PMID: 28841486 DOI: 10.1016/j.jad.2017.08.025] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 06/14/2017] [Accepted: 08/11/2017] [Indexed: 11/22/2022]
Abstract
BACKGROUND Mindfulness-based interventions (MBIs) have been increasingly used as an adjunctive treatment to pharmacotherapy for a few psychiatric disorders. However, few studies have investigated the efficacy of MBIs in bipolar disorder (BD). METHODS We performed a systematic review and meta-analysis to evaluate the efficacy of MBIs as an adjunctive treatment in BD. Major electronic databases were independently searched by two authors for controlled and uncontrolled studies which examined the effects of MBIs on psychiatric symptoms in subjects with BD. Data from original studies were synthesized by using a random effects model. RESULTS Twelve trials were eligible for inclusion into current meta-analysis, including three controlled studies (n=132) and nine uncontrolled studies (n=142). In within-group analysis, MBIs significantly reduced depressive (7 studies, n=100, Hedges' g=0.58, p<0.001) and anxiety (4 studies, n=68, Hedges' g=0.34, p=0.043) symptoms, but not manic symptoms (6 studies, n=89, Hedges' g=0.09, p=0.488) and cognition (3 studies, n=43, Hedges' g=0.35, p=0.171), compared to baseline. In between-group analysis (intervention group versus waiting list group, all patients with BD), MBIs did not reduce depressive (3 studies, n=132, Hedges' g=0.46, p=0.315) or anxiety (3 studies, n=132, Hedges' g=0.33, p=0.578) symptoms. LIMITATIONS Only three controlled trials compared MBIs to control conditions. CONCLUSIONS Our meta-analysis showed significantly beneficial effects on depressive and anxiety symptoms of BD patients in within-group analysis. However, this significance was not observed in comparison with the control groups. Further clinical trials are warranted to investigate the differences in the benefits of MBIs between treatment and control subjects.
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Dutra SJ, Man V, Kober H, Cunningham WA, Gruber J. Disrupted cortico-limbic connectivity during reward processing in remitted bipolar I disorder. Bipolar Disord 2017; 19:661-675. [PMID: 29024194 PMCID: PMC5739987 DOI: 10.1111/bdi.12560] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 08/08/2017] [Indexed: 12/01/2022]
Abstract
OBJECTIVES Bipolar disorder (BD) is associated with elevated reward sensitivity and persistent positive affect, yet the neural mechanisms underlying these patterns are not well understood. In the present study, we examined putative disruptions in communication within a well-known cortico-limbic reward circuit during reward processing as a potential contributing mechanism to these symptoms. METHODS The present investigation employed a within- and between-subjects design utilizing a monetary and social incentive delay task among adults with bipolar disorder type I (BD; N = 24) and a healthy non-psychiatric control group (HC; N = 25) during functional magnetic resonance imaging (fMRI). Participants in the BD group were remitted at the time of testing. RESULTS Functional connectivity analyses revealed increased connectivity between the ventral striatum (VS) seed region and orbitofrontal cortex (OFC) as well as the amygdala during processing of reward receipt in the BD group. After omission of expected rewards, the BD group showed decreased functional connectivity between the VS and a medial frontopolar cortex (mFPC) region associated with consideration of behavioral alternatives. Follow-up analyses within the BD group showed that increased VS-OFC connectivity after reward receipt, and decreased VS-mFPC connected after reward omission, were associated with higher levels of subthreshold mania symptoms. CONCLUSIONS Results point toward potential mechanisms implicated in elevated reward sensitivity in BD. Enhanced VS-OFC connectivity after reward receipt may be involved in elevated valuation of rewards whereas blunted VS-mFPC connectivity after reward omission may reflect a failure to consider behavioral alternatives to reward pursuit.
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Affiliation(s)
- Sunny J. Dutra
- Boston University School of Medicine,VA Boston Healthcare System,Corresponding Author: Sunny J. Dutra, PhD, Boston University School of Medicine, Department of Psychiatry, 72 E Concord Street, Boston, Massachusetts 02118, VA Boston Healthcare System Jamaica Plain, 150 S. Huntington Ave (116B-4), Boston, Massachusetts 02130, Office: (857) 364-6996,
| | - Vincent Man
- University of Toronto, Department of Psychology
| | - Hedy Kober
- Yale University School of Medicine, Department of Psychiatry,Yale University, Department of Psychology
| | | | - June Gruber
- University of Colorado Boulder, Department of Psychology and Neuroscience
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Positive affect and sleep: A systematic review. Sleep Med Rev 2017; 35:21-32. [DOI: 10.1016/j.smrv.2016.07.006] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Revised: 07/13/2016] [Accepted: 07/18/2016] [Indexed: 01/19/2023]
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Kim BN, Kwon SM, Meyer TD. Reward Sensitivity and Affect After Success: Role of Positive Attribution Bias in Korean Individuals at Risk for Bipolar Disorder. JOURNAL OF SOCIAL AND CLINICAL PSYCHOLOGY 2017. [DOI: 10.1521/jscp.2017.36.7.607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Bin-Na Kim
- Seoul National University, Seoul, South Korea
| | | | - Thomas D. Meyer
- McGovern Medical School, University of Texas Health Science Center, Houston, TX
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Thompson RJ, Spectre A, S. Insel P, Mennin D, Gotlib IH, Gruber J. Positive and Negative Affective Forecasting in Remitted Individuals with Bipolar I Disorder, and Major Depressive Disorder, and Healthy Controls. COGNITIVE THERAPY AND RESEARCH 2017. [DOI: 10.1007/s10608-017-9840-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Bodnar A, Rybakowski JK. Increased affective empathy in bipolar patients during a manic episode. ACTA ACUST UNITED AC 2017; 39:342-345. [PMID: 28300949 PMCID: PMC7111408 DOI: 10.1590/1516-4446-2016-2101] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Accepted: 11/07/2016] [Indexed: 11/22/2022]
Abstract
Objective: To assess both cognitive and affective empathy in patients with bipolar disorder (BD) during an acute manic or depressive episode. Methods: The study included 25 patients with BD (aged 35±14 years) during an acute manic episode, 25 bipolar patients (aged 41±14 years) during a depressive episode, and 25 healthy control subjects (aged 36±11 years). Cognitive and affective empathy were assessed using the Multifaceted Empathy Test. Results: In both manic and depressive patients, a significant deficit in cognitive empathy was demonstrated. However, indices of affective empathy were significantly higher in the manic group than in depressed and control subjects. In the depressed patients, indices did not differ from those of healthy controls. For affective empathy, a significant positive correlation was found with intensity of manic symptoms and a negative correlation was found with intensity of depressive symptoms. No such correlations were observed with cognitive empathy. Conclusion: We found evidence of increased affective empathy (overempathizing) during a manic episode in bipolar patients. This phenomenon may be connected with disturbances in emotion inhibition related to anastrophic thinking and associated with increased activity of mirror neurons, all of which occur during a manic episode.
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Affiliation(s)
- Anna Bodnar
- Department of Adult Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
| | - Janusz K Rybakowski
- Department of Adult Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
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Peckham AD, Johnson SL, Tharp JA. Eye Tracking of Attention to Emotion in Bipolar I Disorder: Links to Emotion Regulation and Anxiety Comorbidity. Int J Cogn Ther 2016; 9:295-312. [PMID: 28127416 PMCID: PMC5258111 DOI: 10.1521/ijct_2016_09_12] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Research has yielded mixed findings regarding whether bipolar disorder is related to attentional bias for emotionally-relevant stimuli, yet little research has utilized advances in eye-tracking technology to study attention in this population. The current study used a free-viewing eye-tracking paradigm to test whether people with remitted bipolar disorder show preferential attention to positive faces, and to test if comorbid anxiety or emotion regulation strategies are related to attention bias. Twenty-nine adults with bipolar I disorder and 28 control participants viewed images of emotionally valenced faces while their gaze was tracked, and participants completed self-report measures of emotion regulation. Contrary to hypotheses, people with bipolar disorder did not differ from control participants in attention to positive stimuli, and both anxiety comorbidity and emotion regulation were unrelated to attentional indices. Unlike some findings in unipolar depression, these results suggest that attention to valenced faces may not be characteristic of remitted bipolar disorder.
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Affiliation(s)
- Andrew D Peckham
- Department of Psychology, University of California, Berkeley, Berkeley, CA
| | - Sheri L Johnson
- Department of Psychology, University of California, Berkeley, Berkeley, CA
| | - Jordan A Tharp
- Department of Psychology, University of California, Berkeley, Berkeley, CA
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Horan WP, Wynn JK, Hajcak G, Altshuler L, Green MF. Distinct patterns of dysfunctional appetitive and aversive motivation in bipolar disorder versus schizophrenia: An event-related potential study. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:576-87. [PMID: 26845261 DOI: 10.1037/abn0000142] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Schizophrenia and bipolar disorder are associated with different clinical profiles of disturbances in motivation, yet few studies have compared the neurophysiological correlates of such disturbances. Outpatients with schizophrenia (n = 34), or bipolar disorder I (n = 33), and healthy controls (n = 31) completed a task in which the late positive potential (LPP), an index of motivated attention, was assessed along motivational gradients determined by apparent distance from potential rewards or punishments. Sequences of cues signaling possible monetary gains or losses appeared to loom progressively closer to the viewer; a reaction time (RT) task after the final cue determined the outcome. Controls showed the expected pattern with LPPs for appetitive and aversive cues that were initially elevated, smaller during intermediate positions, and escalated just prior to the RT task. The clinical groups showed different patterns in the final positions just prior to the RT task: the bipolar group's LPPs to both types of cues peaked relatively early during looming sequences and subsequently decreased, whereas the schizophrenia group showed relatively small LPP escalations, particularly for aversive cues. These distinct patterns suggest that the temporal unfolding of attentional resource allocation for motivationally significant events may qualitatively differ between these disorders. (PsycINFO Database Record
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Affiliation(s)
- William P Horan
- Department of Psychiatry, VA Greater Los Angeles Healthcare System
| | - Jonathan K Wynn
- Department of Psychiatry, VA Greater Los Angeles Healthcare System
| | - Greg Hajcak
- Department of Psychology, Stony Brook University
| | | | - Michael F Green
- Department of Psychiatry, VA Greater Los Angeles Healthcare System
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Haworth CMA, Carter K, Eley TC, Plomin R. Understanding the genetic and environmental specificity and overlap between well-being and internalizing symptoms in adolescence. Dev Sci 2015; 20. [PMID: 26709037 PMCID: PMC5347864 DOI: 10.1111/desc.12376] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 09/21/2015] [Indexed: 11/30/2022]
Abstract
Moderate inverse correlations are typically found between well-being and mental illness. We aimed to investigate the role of genes and environments in explaining the relationships between two aspects of well-being and two measures of internalizing symptoms. Altogether, 4700 pairs of 16-year-old twins contributed data on subjective happiness and life satisfaction, as well as symptoms of depression and emotional problems. Well-being was moderately correlated with internalizing symptoms (range = -0.45, -0.58). Multivariate twin model-fitting indicated both genetic and environmental overlap. Life satisfaction and happiness demonstrated different patterns of overlap, with stronger genetic links between life satisfaction and depression. Non-shared environmental influences were largely specific to each trait. This study supports the theory of mental health and illness being partly (but not entirely) correlated dimensions. There are also significant genetic and environmental factors to identify for well-being that go beyond the absence of mental illness. It is therefore possible that different interventions are needed for treating mental illness and promoting mental health.
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Affiliation(s)
- Claire M A Haworth
- MRC Integrative Epidemiology Unit, School of Experimental Psychology & School of Social and Community Medicine, University of Bristol, UK
| | - Kathryn Carter
- Social, Genetic and Developmental Psychiatry Centre, King's College London, UK
| | - Thalia C Eley
- Social, Genetic and Developmental Psychiatry Centre, King's College London, UK
| | - Robert Plomin
- Social, Genetic and Developmental Psychiatry Centre, King's College London, UK
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Johnson SL, Tharp JA, Peckham AD, McMaster KJ. Emotion in bipolar I disorder: Implications for functional and symptom outcomes. JOURNAL OF ABNORMAL PSYCHOLOGY 2015; 125:40-52. [PMID: 26480234 DOI: 10.1037/abn0000116] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Despite the centrality of emotion disturbance in neurobiological models of bipolar disorder, the behavioral literature has not yet clearly identified the most central aspects of emotion disturbance in bipolar disorder. Toward this aim, we gathered a battery of emotion-related measures in 67 persons diagnosed with bipolar I disorder as assessed with the SCID and a well-matched control group of 58 persons without a history of mood disorders. Those with bipolar disorder were interviewed monthly until they achieved remission, and then tested on emotion measures. A subset of 36 participants with bipolar disorder completed symptom severity interviews at 12-month follow-up. Factor analyses indicated 4 emotion factor scores: Negative Emotion, Positive Emotion, Reappraisal, and Suppression. Bivariate analyses suggested that bipolar disorder was tied to a host of emotion disturbances, but multivariate analyses suggested that bipolar disorder was particularly tied to elevations of Negative Emotion. High Negative Emotion, low Positive Emotion, and high Suppression were conjointly related to lower functioning. Reappraisal predicted declines in depression over time for those with bipolar disorder. Findings highlight the importance of considering the overall profile of emotion disturbance in bipolar disorder. Emotion and emotion regulation appear central to a broad range of outcomes in bipolar disorder.
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Affiliation(s)
- Sheri L Johnson
- Department of Psychology, University of California at Berkeley
| | - Jordan A Tharp
- Department of Psychology, University of California at Berkeley
| | | | - Kaja J McMaster
- Department of Psychology, University of California at Berkeley
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Dutra SJ, Cunningham WA, Kober H, Gruber J. Elevated striatal reactivity across monetary and social rewards in bipolar I disorder. JOURNAL OF ABNORMAL PSYCHOLOGY 2015; 124:890-904. [PMID: 26390194 DOI: 10.1037/abn0000092] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Bipolar disorder (BD) is associated with increased reactivity to rewards and heightened positive affectivity. It is less clear to what extent this heightened reward sensitivity is evident across contexts and what the associated neural mechanisms might be. The present investigation used both a monetary and social incentive delay task among adults with remitted BD Type I (n = 24) and a healthy nonpsychiatric control group (HC; n = 25) using fMRI. Both whole-brain and region-of-interest analyses revealed elevated reactivity to reward receipt in the striatum, a region implicated in incentive sensitivity, in the BD group. Post hoc analyses revealed that greater striatal reactivity to reward receipt, across monetary and social reward tasks, predicted decreased self-reported positive affect when anticipating subsequent rewards in the HC but not in the BD group. Results point toward elevated striatal reactivity to reward receipt as a potential neural mechanism of persistent reward pursuit in BD.
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Affiliation(s)
| | | | - Hedy Kober
- Department of Psychiatry, Yale University School of Medicine
| | - June Gruber
- Department of Psychology and Neuroscience, University of Colorado at Boulder
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Weiss NH, Sullivan TP, Tull MT. Explicating the role of emotion dysregulation in risky behaviors: A review and synthesis of the literature with directions for future research and clinical practice. Curr Opin Psychol 2015; 3:22-29. [PMID: 25705711 DOI: 10.1016/j.copsyc.2015.01.013] [Citation(s) in RCA: 141] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Extant literature provides support for emotion dysregulation as a transdiagnostic construct with relevance to the pathogenesis and treatment of numerous psychiatric difficulties and maladaptive behaviors, including risky, self-destructive, and health-compromising behaviors (e.g., substance use, risky sexual behavior). The aim of the present review is to synthesize theory and empirical research on the relationship between emotion dysregulation and risky behaviors. In addition, we highlight cutting-edge approaches for investigating the emotion dysregulation-risky behavior, including examination of the role of positive emotional experiences and inclusion of context-dependent and physiological assessments. Finally, we note the relevance of the emotion dysregulation-risky behavior relation to intervention efforts aimed at reducing risky behaviors.
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Affiliation(s)
- Nicole H Weiss
- Yale University School of Medicine, Department of Psychiatry 389 Whitney Avenue, New Haven, CT, 06511
| | - Tami P Sullivan
- Yale University School of Medicine, Department of Psychiatry 389 Whitney Avenue, New Haven, CT, 06511
| | - Matthew T Tull
- University of Mississippi Medical Center, Department of Psychiatry 2500 North State Street, Jackson, MS, 39216
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Abstract
BACKGROUND Bipolar disorder type I (BD-I) is associated with emotion dysregulation. However, experimentally controlled studies of emotion regulation (ER), particularly those examining the brain correlates of the putative deficits, are scarce and their results inconsistent. METHOD Nineteen euthymic BD-I patients and 17 healthy controls (HC) underwent functional magnetic resonance imaging while performing a visual ER 2 × 2 factorial task, with instruction (Look or Decrease) and valence (Negative or Neutral) as within-subject factors. Emotional ratings were collected after each picture presentation to assess regulation success. RESULTS BD-I patients were successful at downregulating their emotions, although to a lesser degree than HC. Both groups engaged brain regions previously implicated in ER; however, unlike HC, patients engaged some of those regions, particularly the ventrolateral prefrontal cortex (VLPFC) in the Negative Look and Neutral Decrease conditions. Moreover, patients failed to show the reduced amygdala activation in the Negative Decrease condition observed in HC. CONCLUSION Our findings suggest that BD-I patients are able to downregulate their emotions when instructed to do so. However, they also appear to engage their ER network, particularly the VLPFC, even when not required to do so. These findings may help explain their often-reported difficulty in regulating emotions in everyday life despite their attempts to do so.
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Affiliation(s)
- F Corbalán
- Douglas Mental Health University Institute,Montreal,Canada
| | - S Beaulieu
- Douglas Mental Health University Institute,Montreal,Canada
| | - J L Armony
- Douglas Mental Health University Institute,Montreal,Canada
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Taylor K, Fletcher I, Lobban F. Exploring the links between the phenomenology of creativity and bipolar disorder. J Affect Disord 2015; 174:658-64. [PMID: 25577160 DOI: 10.1016/j.jad.2014.10.040] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Revised: 10/02/2014] [Accepted: 10/21/2014] [Indexed: 01/23/2023]
Abstract
BACKGROUND The links between bipolar disorder (BD) and creativity have historically attracted academic and public interest. Previous research highlights common characteristics of people considered to be highly creative, and those diagnosed with BD, including extraversion, impulsivity, divergent thinking and high motivation (Ma, 2009). METHOD In the first phenomenological study focussing on the links between creativity and extreme mood, an Interpretative Phenomenological Analysis (IPA) approach was used to collect and analyse in-depth interview data from seven people diagnosed with BD in the UK. RESULTS Four key themes were constructed to reflect and convey the collective accounts: 1. High mood leads to an expanding mind; 2. Full steam ahead; 3. A reciprocal relationship between mood and creativity 4. Reframing bipolar experiences through creative activity. LIMITATIONS Participants were a small sample of people who were identified as having BD on the basis of a clinical diagnosis and Mood Disorders screening Questionnaire (MDQ), and who defined themselves as creative without further corroboration. CONCLUSIONS Among this sample, creativity was recognised as a valued aspect of BD. Clinical services may usefully draw on creative resources to aid assessment and formulation, and even utilise the effects of creativity on the management of mood. Research demonstrates a high prevalence of non-adherence to medication among persons with BD and this ambivalence might be better understood when the links between extreme mood and creativity are considered.
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Affiliation(s)
- Katherine Taylor
- Arts For Health, Manchester Metropolitan University, Cavendish Street, Manchester M15 6BG, UK.
| | - I Fletcher
- The Spectrum Centre, Division of Health Research, Lancaster University, Lancaster LA1 4YF, UK
| | - F Lobban
- The Spectrum Centre, Division of Health Research, Lancaster University, Lancaster LA1 4YF, UK
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Johnson SL, Freeman MA, Staudenmaier PJ. Manic tendencies are not related to being an entrepreneur, intending to become an entrepreneur, or succeeding as an entrepreneur. J Affect Disord 2015; 173:154-8. [PMID: 25462410 DOI: 10.1016/j.jad.2014.10.049] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2014] [Accepted: 10/28/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Popular literature suggests a relationship between entrepreneurship and manic tendencies, yet little scientific research has evaluated whether manic tendencies foster entrance into entrepreneurial roles, intent to become an entrepreneur, or success as an entrepreneur. METHODS In study 1, 225 undergraduates and business school students/affiliates took an online survey to assess engagement and intent as entrepreneurs, as well as manic tendencies, including family diagnoses as reported on the Family Index of Risk for Mania, subsyndromal manic tendencies as assessed with the Hypomanic Personality Scale, and self-reported diagnoses. In study 2, the sample of entrepreneurs identified in study 1 was enriched by recruiting a larger group of established entrepreneurs from the community. Entrepreneurs (n=210) completed items concerning their success in entrepreneurship, and we examined whether the three measures of manic tendencies were related to success. RESULTS There was no evidence that those vulnerable to mania, regardless of definition, were more likely to be entrepreneurs, to intend to become entrepreneurs, or to succeed as entrepreneurs. LIMITATIONS The studies were limited by self-report measures and relatively small samples. CONCLUSIONS More nuanced models may explain the frequent clinical observations of manic traits among entrepreneurs.
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Tabak NT, Green MF, Wynn JK, Proudfit GH, Altshuler L, Horan WP. Perceived emotional intelligence is impaired and associated with poor community functioning in schizophrenia and bipolar disorder. Schizophr Res 2015; 162:189-95. [PMID: 25579055 PMCID: PMC4339495 DOI: 10.1016/j.schres.2014.12.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 12/03/2014] [Accepted: 12/05/2014] [Indexed: 11/15/2022]
Abstract
Schizophrenia and bipolar disorder have been associated with shared and distinct emotion processing abnormalities. Initial findings indicate that these disorders differ with respect to the domain of emotional intelligence (EI). Individuals with schizophrenia display deficits on performance measures of EI, whereas those with bipolar disorder do not. However, no research has examined patients' subjective beliefs about their own EI (referred to as "perceived EI"). This study examined perceived EI, assessed with the Trait Meta-Mood Scale (TMMS), and its clinical and functional correlates in outpatients with schizophrenia (n=35) or bipolar disorder I (n=38) and matched healthy controls (n=35). The TMMS includes three subscales that assess beliefs about one's ability to attend to (Attention to Feelings), understand (Clarity of Feelings), and repair emotions (Mood Repair). Participants in the clinical groups also completed community functioning and symptom assessments. Both clinical groups reported significantly lower perceived EI than controls, but did not differ from each other. Higher total TMMS correlated with higher levels of independent living in the schizophrenia group (r=.36) and better social functioning in the bipolar group (r=.61). In addition, although higher Attention to Feelings scores correlated with greater psychiatric symptoms in the schizophrenia group, higher scores across all subscales correlated with less manic symptoms in the bipolar group. The findings suggest that perceived EI is impaired and related to community functioning in both disorders.
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Affiliation(s)
- Naomi T. Tabak
- University of California, Los Angeles, Department of Psychology,VA Greater Los Angeles Healthcare System
| | - Michael F. Green
- VA Greater Los Angeles Healthcare System,UCLA Semel Institute of Neuroscience and Human Behavior
| | - Jonathan K. Wynn
- VA Greater Los Angeles Healthcare System,UCLA Semel Institute of Neuroscience and Human Behavior
| | | | | | - William P. Horan
- VA Greater Los Angeles Healthcare System,UCLA Semel Institute of Neuroscience and Human Behavior
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Abstract
Emotional problems figure prominently in many clinical conditions. Recent efforts to explain and treat these conditions have emphasized the role of emotion dysregulation. However, emotional problems are not always the result of emotion dysregulation, and even when emotional problems do arise from emotion dysregulation, it is necessary to specify precisely what type of emotion dysregulation might be operative. In this review, we present an extended process model of emotion regulation, and we use this model to describe key points at which emotion-regulation difficulties can lead to various forms of psychopathology. These difficulties are associated with (a) identification of the need to regulate emotions, (b) selection among available regulatory options, (c) implementation of a selected regulatory tactic, and (d) monitoring of implemented emotion regulation across time. Implications and future directions for basic research, assessment, and intervention are discussed.
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Affiliation(s)
- Gal Sheppes
- School of Psychological Sciences, Tel Aviv University, Tel Aviv 69978, Israel;
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Mania risk and creativity: a multi-method study of the role of motivation. J Affect Disord 2015; 170:52-8. [PMID: 25233239 DOI: 10.1016/j.jad.2014.08.049] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 08/25/2014] [Accepted: 08/26/2014] [Indexed: 11/23/2022]
Abstract
BACKGROUND Substantial literature has linked bipolar disorder and risk for bipolar disorder with creative accomplishment, but few multimodal studies of creativity are available, and little is known about mechanisms. METHODS We use a multi-method approach to test the association of bipolar risk with several creativity measures, including creative accomplishments, creative personality traits, and a laboratory index of insight. We also examined whether multiple facets of motivation accounted for the links of bipolar risk with creativity. Among 297 undergraduates, mania risk, as measured with the Hypomanic Personality Scale was related to lifetime creativity and creative personality, but not to performance on the insight task. Motivational traits appeared to mediate the links of mania risk with both lifetime creative accomplishments and self-rated creativity. LIMITATIONS The study relied on a cross-sectional design and a convenience sample. CONCLUSIONS Future studies would benefit from exploring motivation as a positive aspect of manic vulnerability that may foster greater creativity.
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Welker KM, Gruber J, Mehta PH. A Positive Affective Neuroendocrinology Approach to Reward and Behavioral Dysregulation. Front Psychiatry 2015; 6:93. [PMID: 26191007 PMCID: PMC4489099 DOI: 10.3389/fpsyt.2015.00093] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2015] [Accepted: 06/11/2015] [Indexed: 01/09/2023] Open
Abstract
Emerging lines of research suggest that both testosterone and maladaptive reward processing can modulate behavioral dysregulation. Yet, to date, no integrative account has been provided that systematically explains neuroendocrine function, dysregulation of reward, and behavioral dysregulation in a unified perspective. This is particularly important given specific neuroendocrine systems are potential mechanisms underlying and giving rise to reward-relevant behaviors. In this review, we propose a forward-thinking approach to study the mechanisms of reward and behavioral dysregulation from a positive affective neuroendocrinology (PANE) perspective. This approach holds that testosterone increases reward processing and motivation, which increase the likelihood of behavioral dysregulation. Additionally, the PANE framework holds that reward processing mediates the effects of testosterone on behavioral dysregulation. We also explore sources of potential sex differences and the roles of age, cortisol, and individual differences within the PANE framework. Finally, we discuss future prospects for research questions and methodology in the emerging field of affective neuroendocrinology.
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Affiliation(s)
- Keith M Welker
- Department of Psychology and Neuroscience, University of Colorado Boulder , Boulder, CO , USA
| | - June Gruber
- Department of Psychology and Neuroscience, University of Colorado Boulder , Boulder, CO , USA
| | - Pranjal H Mehta
- Department of Psychology, University of Oregon , Eugene, OR , USA
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Fuhr K, Hautzinger M, Meyer TD. Are Social Comparisons Detrimental for the Mood and Self-Esteem of Individuals with an Affective Disorder? COGNITIVE THERAPY AND RESEARCH 2014. [DOI: 10.1007/s10608-014-9656-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Maller JJ, Thaveenthiran P, Thomson RH, McQueen S, Fitzgerald PB. Volumetric, cortical thickness and white matter integrity alterations in bipolar disorder type I and II. J Affect Disord 2014; 169:118-27. [PMID: 25189991 DOI: 10.1016/j.jad.2014.08.016] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 06/25/2014] [Accepted: 08/10/2014] [Indexed: 01/07/2023]
Abstract
BACKGROUND Bipolar disorder (BD) is a debilitating psychiatric disorder affecting millions of people worldwide with mean time to diagnosis estimated to be at least 10 years. Whilst many brain imaging studies have compared those with BD to controls, few have attempted to investigate differences between BD Type I and II and matched controls. METHODS Thirty-one patients with BD (16 Type I and 15 Type II) and 31 matched healthy controls were MRI brain scanned with conventional T1-weighted and diffusion tensor imaging methods. RESULTS There was significantly reduced regional brain volume and thickness among the BD subjects, but also between BD Type I when compared to Type II. White matter integrity also differed between the groups and BD severity correlated significantly with regional brain volume and thickness. LIMITATIONS Future investigations will consider length of time each BD patient had been diagnosed with BD, as well as assessing controls for family history of psychiatric illness, specifically BD. Similarly, genetic assessment will be conducted as well. CONCLUSIONS These findings suggest that there are not only regional brain volumetric, thickness and white matter integrity differences between BD and matched controls, but also between those with BD Type I and Type II, such that reduced regional brain volume may underlie BD Type I whereas white matter integrity is more altered in BD Type II.
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Affiliation(s)
- Jerome J Maller
- Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School, Melbourne Victoria, Australia.
| | - Prasanthan Thaveenthiran
- Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School, Melbourne Victoria, Australia
| | - Richard H Thomson
- Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School, Melbourne Victoria, Australia
| | - Susan McQueen
- Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School, Melbourne Victoria, Australia
| | - Paul B Fitzgerald
- Monash Alfred Psychiatry Research Centre, The Alfred & Monash University Central Clinical School, Melbourne Victoria, Australia
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Malik A, Goodwin GM, Hoppitt L, Holmes EA. Hypomanic Experience in Young Adults Confers Vulnerability to Intrusive Imagery After Experimental Trauma: Relevance for Bipolar Disorder. Clin Psychol Sci 2014; 2:675-684. [PMID: 25419498 PMCID: PMC4230964 DOI: 10.1177/2167702614527433] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Accepted: 01/20/2014] [Indexed: 11/15/2022]
Abstract
Emotional mental imagery occurs across anxiety disorders, yet is neglected in bipolar disorder despite high anxiety comorbidity. Furthermore, a heightened susceptibility to developing intrusive mental images of stressful events in bipolar disorder and people vulnerable to it (with hypomanic experience) has been suggested. The current study assessed, prospectively, whether significant hypomanic experience (contrasting groups scoring high vs. low on the Mood Disorder Questionnaire, MDQ) places individuals at increased risk of visual reexperiencing after experimental stress. A total of 110 young adults watched a trauma film and recorded film-related intrusive images for 6 days. Compared to the low MDQ group, the high MDQ group experienced approximately twice as many intrusive images, substantiated by convergent measures. Findings suggest hypomanic experience is associated with developing more frequent intrusive imagery of a stressor. Because mental imagery powerfully affects emotion, such imagery may contribute to bipolar mood instability and offer a cognitive treatment target.
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Affiliation(s)
| | | | - Laura Hoppitt
- Medical Research Council Cognition & Brain Sciences Unit
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Boiling at a different degree: an investigation of trait and state anger in remitted bipolar I disorder. J Affect Disord 2014; 168:37-43. [PMID: 25036007 DOI: 10.1016/j.jad.2014.06.044] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Accepted: 06/24/2014] [Indexed: 11/22/2022]
Abstract
BACKGROUND Elevated anger is a prominent clinical feature of bipolar disorder (BD). However, it is unclear whether this feature is characterized by elevated trait anger (i.e., how much anger one experiences in general) and/or state anger (i.e., how much anger one experiences when provoked), how stable anger elevations are (i.e., whether they appear during remission), and whether they have prognostic significance. METHODS The present study assessed trait anger as well as state anger during a neutral baseline and a validated laboratory anger provocation among adults with remitted bipolar I disorder (BD; n=27) and healthy controls (CTL; n=29). To examine prognostic significance, we assessed manic and depressive symptom severity one year later in a subsample of BD participants (n=18). RESULTS Results revealed greater trait anger as well as state anger experience at baseline for the BD compared to the CTL group. No group differences emerged in anger during the provocation. Anger did not predict symptom severity, but greater positive emotion during the provocation predicted mania (but not depression) symptom severity. LIMITATIONS We utilized a relatively high functioning sample of remitted BD patients. Future studies should include BD patients with current mood episodes and more diverse functioning, to ensure generalizability of our results. CONCLUSIONS These findings suggest that BD is characterized by elevated trait and baseline state anger, but not greater responding to anger provocation. Persistently elevated anger may represent a marker of BD, and context-inappropriate positive emotion experience during anger provocation may constitute a vulnerability factor for mania severity.
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