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Bayas M, Kockler TD, Ramos-Quiroga JA, Caller SM, Fadeuilhe C, de Girolamo G, Iozzino L, D'Addazio M, Haavik J, Halmøy A, Hellum KS, Kolle JN, Osnes B, Lundervold AJ, Perroud N, Hasler R, De Almeida MT, Ebner-Priemer UW, Thanarajah SE, Schiweck C, Matura S, Repple J, Reif A, Aichholzer M. Dynamics of affect modulation in neurodevelopmental disorders (DynAMoND) - study design of a prospective cohort study. Int J Bipolar Disord 2024; 12:44. [PMID: 39733204 DOI: 10.1186/s40345-024-00367-2] [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: 06/02/2024] [Accepted: 12/18/2024] [Indexed: 12/30/2024] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is a common neuro-developmental disorder that often persists into adulthood. Moreover, it is frequently accompanied by bipolar disorder (BD) as well as borderline personality disorder (BPD). It is unclear whether these disorders share underlying pathomechanisms, given that all three are characterized by alterations in affective states, either long or short-term. BD is characterized by infrequent but intense mood shifts, while ADHD and BPD involve more dynamic emotional fluctuations. It is yet to be determined whether these disorders represent distinct phenomena or different points on a spectrum of affective dysregulation. METHODS This study seeks to distinguish the emotional dysregulation of BPD, ADHD, and BD by using digital phenotyping, a measurement burst electronic-diary method with different sampling rates, and accelerometry to measure participants' activity. Our study will include 480 participants aged 14 to 50 (120 each from BPD, ADHD, BD, and healthy control groups) from five European sites. Participants' smartphones will provide continuous data on their digital phenotypes, i.e., by indicators of physical activity and communication, for one year, along with daily evening ratings of mood and sleep. Moreover, five intensive measurement periods of five days each, called measurement bursts, will occur throughout the year, with electronic diaries asking participants to report on mood, self-esteem, impulsivity, life events, social interactions, and dysfunctional behaviors ten times a day. Moreover, participants will wear activity sensors during the five measurement bursts. Statistical analysis aims to identify whether affective dysregulation aspects share or differ across disorders. Specifically, data analysis aims to investigate the differences in parameters of affect fluctuation such as attractor strength and variability between disorders and to test the association of genetic risk factors for psychiatric disorders and resilience factors with critical parameters of affect modulation. DISCUSSION The results of this study offer the potential to link patients' external exposures with their affective state, reduce misdiagnosis, and determine the best timing for therapeutic interventions. Potential limitations of the study include insufficient recruitment of patients and drop-outs due to various protocol violations. TRIAL REGISTRATION Study code: DRKS00028917, registered 27.07.2022, https://drks.de/search/de/trial/DRKS00028917 .
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Affiliation(s)
- Maximilian Bayas
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany.
| | - Tobias D Kockler
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
- Mental mHealth Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Josep Antoni Ramos-Quiroga
- Department for Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
| | - Silvia Muñoz Caller
- Department for Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
| | - Christian Fadeuilhe
- Department for Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
| | - Giovanni de Girolamo
- Epidemiological and Evaluation Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Laura Iozzino
- Epidemiological and Evaluation Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Miriam D'Addazio
- Epidemiological and Evaluation Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Jan Haavik
- K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Biomedicine, University of Bergen, Bergen, Norway
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Anne Halmøy
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | | | | | - Berge Osnes
- Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Astri J Lundervold
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - Nader Perroud
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- TRE Unit, Division of Psychiatric Specialties, Department of Psychiatry, University Hospital of Geneva, Geneva, Switzerland
| | - Roland Hasler
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- TRE Unit, Division of Psychiatric Specialties, Department of Psychiatry, University Hospital of Geneva, Geneva, Switzerland
| | - Mélanie Teixeira De Almeida
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- TRE Unit, Division of Psychiatric Specialties, Department of Psychiatry, University Hospital of Geneva, Geneva, Switzerland
| | | | - Sharmili Edwin Thanarajah
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
| | - Carmen Schiweck
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
| | - Silke Matura
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
| | - Jonathan Repple
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
- Institute for Translational Psychiatry, Epidemiological and Evaluation Psychiatry, University of Münster, Münster, Germany
| | - Andreas Reif
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
| | - Mareike Aichholzer
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt am Main, Germany
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2
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McCool MW, Mochrie KD, Lothes JE, Guendner E, St. John J, Noel NE. Drug use and suicidal ideation in the daily lives of individuals in a dialectical behavior therapy program. J Clin Psychol 2023; 79:2556-2565. [PMID: 37462923 PMCID: PMC10592253 DOI: 10.1002/jclp.23564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 06/07/2023] [Accepted: 06/29/2023] [Indexed: 10/12/2023]
Abstract
OBJECTIVES Substance use disorders and borderline personality disorders (BPD) often co-occur and may be concurrently treated by Dialectical Behavior Therapy (DBT). However, there is limited information on how drug use and suicidal ideation may interact in the daily lives of individuals receiving DBT treatment. METHODS This study examined the DBT diary cards of 47 individuals in a community mental health center's partial hospital and intensive outpatient program. Multilevel modeling techniques were used to examine the moderating effects of BPD symptom severity on the relationship between same day, 1-, 2-, and 3-day lagged drug use and suicidal ideation. RESULTS Results indicated a significant relationship between same-day, 1-day lagged, 2-day lagged drug use and suicidal ideation. BPD was a moderator for the relationship between 1-day lagged drug use and suicidal ideation. CONCLUSION Limitations of the study include the measure for BPD symptom severity was only collected pretreatment and the results are likely limited to the effects of cannabis use on suicidal ideation. Clinicians may need to consider the prolonged effects of drug use on suicidal ideation when conducting chain analyses on suicidal behaviors.
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Affiliation(s)
- Matison W. McCool
- The Center on Alcohol, Substance Use, And Addictions, The University of New Mexico
| | | | - John E. Lothes
- University of North Carolina Wilmington
- Delta Behavioral Health
| | - Eric Guendner
- University of North Carolina Wilmington
- Delta Behavioral Health
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3
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Schiess-Jokanovic J, Gösling-Steirer C, Kantor V, Knefel M, Weindl D, Lueger-Schuster B. "My brain freezes and I am blocked again": The subjective experience of post-migration living difficulties influenced by complex posttraumatic stress disorder of Afghan asylum seekers and refugees in Austria. PLoS One 2023; 18:e0288691. [PMID: 37494342 PMCID: PMC10370748 DOI: 10.1371/journal.pone.0288691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 07/03/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Potentially traumatic experiences and post-migration living difficulties (PMLDs) undoubtedly leave marks on mental health and psychosocial functioning. While PMLDs are recognised as a risk factor for posttraumatic stress disorder and complex posttraumatic stress disorder (described together here as C/PTSD), recent investigations have found that C/PTSD symptoms might also influence the experience of PMLDs. The subjective experience of and coping with PMLDs in the context of C/PTSD symptoms has not yet been explored. METHODS Semi-structured, interpreter-assisted interviews exploring the subjective experience of post-migration living difficulties were conducted with treatment-seeking Afghan refugees and asylum seekers (N = 24) and transcribed verbatim. Participants were screened using the International Trauma Questionnaire (ITQ) and allocated to a C/PTSD group or non-C/PTSD group. We analysed the qualitative interviews using content analysis and then compared the results of the two groups. RESULTS Over half of the participants (58.3%) met the criteria for C/PTSD. While the two groups addressed numerous similar themes, the C/PTSD group more frequently mentioned themes associated with C/PTSD symptoms (e.g., intrusions, avoidance, sleep disturbances, affective dysregulation) that influenced their responses to PMLDs. The non-C/PTSD group more often experienced positive emotions such as gratitude and optimism, and showed more active, solution-oriented behaviour as well as positive self-verbalisation. CONCLUSION To achieve a deeper understanding of PMLDs, post-traumatic psychopathology should be taken into account, as C/PTSD symptoms influence the experience of and coping with PMLDs. The specifics of individual experiences need to be considered in order to promote adaptive coping with PMLDs and to set individual trauma-focused and transdiagnostic treatment targets. In addition, psychological interventions should incorporate psychoeducation to improve the understanding of the impact of C/PTSD on the current experience of PMLDs.
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Affiliation(s)
- Jennifer Schiess-Jokanovic
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Christine Gösling-Steirer
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Viktoria Kantor
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Matthias Knefel
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Dina Weindl
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Brigitte Lueger-Schuster
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
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4
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Ringwald WR, Hallquist MN, Dombrovski AY, Wright AG. Transdiagnostic Associations With Interpersonal and Affective Variability in Borderline Personality Pathology. J Pers Disord 2022; 36:320-338. [PMID: 35647774 PMCID: PMC9830454 DOI: 10.1521/pedi.2022.36.3.320] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Emotional and behavioral variability are unifying characteristics of borderline personality disorder (BPD). Ambulatory assessment (AA) has been used to quantify this variability in terms of the categorical BPD diagnosis, but evidence suggests that BPD instead reflects general personality pathology. This study aimed to clarify the conceptualization of BPD by mapping indices of variability in affect, interpersonal behavior, and perceptions of others onto general and specific dimensions of personality pathology. A sample of participants who met diagnostic criteria for BPD (n = 129) and healthy controls (n = 47) reported on their daily interactions during a 21-day AA protocol. Multilevel SEM was used to examine associations between shared and specific variance in maladaptive traits with dynamic patterns of functioning. The authors found that variability is an indicator of shared trait variance and Negative Affectivity, not any other specific traits, reinforcing the idea that BPD is best understood as general personality pathology.
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Affiliation(s)
| | - Michael N. Hallquist
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill
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5
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Schiess-Jokanovic J, Knefel M, Kantor V, Weindl D, Schäfer I, Lueger-Schuster B. The boundaries between complex posttraumatic stress disorder symptom clusters and post-migration living difficulties in traumatised Afghan refugees: a network analysis. Confl Health 2022; 16:19. [PMID: 35477465 PMCID: PMC9043511 DOI: 10.1186/s13031-022-00455-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 04/10/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Psychological distress due to the ongoing war, violence, and persecution is particularly common among Afghan asylum seekers and refugees. In addition, individuals face a variety of post-migration living difficulties (PMLDs). Complex posttraumatic stress symptoms are among the most common mental health problems in this population, and were associated with the overall burden of PMLDs. The complex interplay of posttraumatic symptoms has been investigated from a network perspective in previous studies. However, individuals are embedded in and constantly react to the environment, which makes it important to include external factors in network models to better understand the etiology and maintaining factors of posttraumatic mental health problems. PMLDs are a major risk factor for posttraumatic distress and considering their impact in interventions might improve response rates. However, the interaction of these external factors with posttraumatic psychopathological distress is not yet fully understood. Thus, we aimed to illuminate the complex interaction between PMLDs and CPTSD symptom clusters. OBJECTIVE The main objective is the exploration of the network structure and the complex interplay of ICD-11 CPTSD symptom clusters and distinct forms of PMLDs. METHOD The symptom clusters of CPTSD and PMLDs were collected within a randomised controlled trial among 93 treatment-seeking Afghan asylum seekers and refugees via a fully structured face-to-face and interpreter assisted interview. Using a network analytical approach, we explored the complex associations and network centrality of the CPTSD symptom clusters and the PMLD factors: discrimination & socio-economical living conditions, language acquisition & barriers, family concerns, and residence insecurity. RESULTS The results suggest direct links within and between the constructs (CPTSD, PMLD). Almost all PMLD factors were interrelated and associated to CPTSD, family concerns was the only isolated variable. The CPTSD symptom cluster re-experiencing and the PMLD factor language acquisition & barriers connected the two constructs. Affective dysregulation had the highest and avoidance the lowest centrality. CONCLUSIONS Re-experiencing and affective dysregulation have the strongest ties to PMLDs. Thus, these domains might explain the strong association of posttraumatic psychopathology with PLMDs and, consequently, prioritization of these domains in treatment approaches might both facilitate treatment response and reduce burden caused by PMLDs.
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Affiliation(s)
- Jennifer Schiess-Jokanovic
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Wächtergasse 1, 1010, Vienna, Austria.
| | - Matthias Knefel
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Wächtergasse 1, 1010, Vienna, Austria
| | - Viktoria Kantor
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Wächtergasse 1, 1010, Vienna, Austria
| | - Dina Weindl
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Wächtergasse 1, 1010, Vienna, Austria
| | - Ingo Schäfer
- Department of Psychiatry and Psychotherapy, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Brigitte Lueger-Schuster
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Wächtergasse 1, 1010, Vienna, Austria
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6
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Schreuder MJ, Wigman JTW, Groen RN, Wichers M, Hartman CA. On the transience or stability of subthreshold psychopathology. Sci Rep 2021; 11:23306. [PMID: 34857821 PMCID: PMC8640053 DOI: 10.1038/s41598-021-02711-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 11/18/2021] [Indexed: 12/22/2022] Open
Abstract
Symptoms of psychopathology lie on a continuum ranging from mental health to psychiatric disorders. Although much research has focused on progression along this continuum, for most individuals, subthreshold symptoms do not escalate into full-blown disorders. This study investigated how the stability of psychopathological symptoms (attractor strength) varies across severity levels (homebase). Data were retrieved from the TRAILS TRANS-ID study, where 122 at-risk young adults (mean age 23.6 years old, 57% males) monitored their mental states daily for a period of six months (± 183 observations per participant). We estimated each individual's homebase and attractor strength using generalized additive mixed models. Regression analyses showed no association between homebases and attractor strengths (linear model: B = 0.02, p = 0.47, R2 < 0.01; polynomial model: B < 0.01, p = 0.61, R2 < 0.01). Sensitivity analyses where we (1) weighed estimates according to their uncertainty and (2) removed individuals with a DSM-5 diagnosis from the analyses did not change this finding. This suggests that stability is similar across severity levels, implying that subthreshold psychopathology may resemble a stable state rather than a transient intermediate between mental health and psychiatric disorder. Our study thus provides additional support for a dimensional view on psychopathology, which implies that symptoms differ in degree rather than kind.
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Affiliation(s)
- Marieke J Schreuder
- Interdisciplinary Center for Psychopathology and Emotion regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Hanzeplein, 19713 GZ, Groningen, The Netherlands.
| | - Johanna T W Wigman
- Interdisciplinary Center for Psychopathology and Emotion regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Hanzeplein, 19713 GZ, Groningen, The Netherlands
| | - Robin N Groen
- Interdisciplinary Center for Psychopathology and Emotion regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Hanzeplein, 19713 GZ, Groningen, The Netherlands
| | - Marieke Wichers
- Interdisciplinary Center for Psychopathology and Emotion regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Hanzeplein, 19713 GZ, Groningen, The Netherlands
| | - Catharina A Hartman
- Interdisciplinary Center for Psychopathology and Emotion regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Hanzeplein, 19713 GZ, Groningen, The Netherlands
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7
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Houben M, Mestdagh M, Dejonckheere E, Obbels J, Sienaert P, van Roy J, Kuppens P. The Statistical Specificity of Emotion Dynamics in Borderline Personality Disorder. J Pers Disord 2021; 35:819-840. [PMID: 34124950 DOI: 10.1521/pedi_2021_35_509] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Persons with borderline personality disorder (BPD) experience heightened emotional instability. Different components underlie instability, and the relation between instability and well-being could be confounded by average emotionality and within-person standard deviation across emotional states, reflecting variability. Therefore, the goal was to examine which pattern of emotion dynamics parsimoniously captures the emotional trajectories of persons with BPD. Forty persons with BPD, 38 clinical controls in a major depressive episode, and 40 healthy controls rated the intensity of their emotions 10 times a day for 1 week. After correction for differences in average emotionality, persons with BPD showed heightened emotional instability compared to both control groups. When additionally correcting for emotional variability, the authors found that instability indices did not differ between groups anymore. This shows that persons with BPD differ from control groups in the magnitude of emotional deviations from the emotional baseline, and not necessarily in the degree of abruptness of these deviations.
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Affiliation(s)
| | | | | | - Jasmien Obbels
- University Psychiatric Center KU Leuven, Leuven, Belgium
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8
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McCrae RR. Music Lessons for the Study of Affect. Front Psychol 2021; 12:760167. [PMID: 34912273 PMCID: PMC8666477 DOI: 10.3389/fpsyg.2021.760167] [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: 08/17/2021] [Accepted: 11/04/2021] [Indexed: 11/13/2022] Open
Abstract
Some accounts of the evolution of music suggest that it emerged from emotionally expressive vocalizations and serves as a necessary counterweight to the cognitive elaboration of language. Thus, emotional expression appears to be intrinsic to the creation and perception of music, and music ought to serve as a model for affect itself. Because music exists as patterns of changes in sound over time, affect should also be seen in patterns of changing feelings. Psychologists have given relatively little attention to these patterns. Results from statistical approaches to the analysis of affect dynamics have so far been modest. Two of the most significant treatments of temporal patterns in affect-sentics and vitality affects have remained outside mainstream emotion research. Analysis of musical structure suggests three phenomena relevant to the temporal form of emotion: affect contours, volitional affects, and affect transitions. I discuss some implications for research on affect and for exploring the evolutionary origins of music and emotions.
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9
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Ferrar J, Griffith GJ, Skirrow C, Cashdollar N, Taptiklis N, Dobson J, Cree F, Cormack FK, Barnett JH, Munafò MR. Developing Digital Tools for Remote Clinical Research: How to Evaluate the Validity and Practicality of Active Assessments in Field Settings. J Med Internet Res 2021; 23:e26004. [PMID: 34142972 PMCID: PMC8277353 DOI: 10.2196/26004] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 03/23/2021] [Accepted: 05/04/2021] [Indexed: 01/27/2023] Open
Abstract
The ability of remote research tools to collect granular, high-frequency data on symptoms and digital biomarkers is an important strength because it circumvents many limitations of traditional clinical trials and improves the ability to capture clinically relevant data. This approach allows researchers to capture more robust baselines and derive novel phenotypes for improved precision in diagnosis and accuracy in outcomes. The process for developing these tools however is complex because data need to be collected at a frequency that is meaningful but not burdensome for the participant or patient. Furthermore, traditional techniques, which rely on fixed conditions to validate assessments, may be inappropriate for validating tools that are designed to capture data under flexible conditions. This paper discusses the process for determining whether a digital assessment is suitable for remote research and offers suggestions on how to validate these novel tools.
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Affiliation(s)
- Jennifer Ferrar
- School of Psychological Science, Faculty of Life Sciences, University of Bristol, Bristol, United Kingdom.,Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Gareth J Griffith
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom.,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Caroline Skirrow
- School of Psychological Science, Faculty of Life Sciences, University of Bristol, Bristol, United Kingdom.,Cambridge Cognition Ltd, Cambridge, United Kingdom
| | - Nathan Cashdollar
- Cambridge Cognition Ltd, Cambridge, United Kingdom.,Cambridge Cognition Ltd, Cambridge, MA, United States
| | | | - James Dobson
- Cambridge Cognition Ltd, Cambridge, United Kingdom
| | - Fiona Cree
- Cambridge Cognition Ltd, Cambridge, United Kingdom
| | | | - Jennifer H Barnett
- Cambridge Cognition Ltd, Cambridge, United Kingdom.,Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Marcus R Munafò
- School of Psychological Science, Faculty of Life Sciences, University of Bristol, Bristol, United Kingdom.,Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
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10
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Comparing Signal-Contingent and Event-Contingent Experience Sampling Ratings of Affect in a Sample of Psychotherapy Outpatients. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2021; 42:13-24. [PMID: 33664551 DOI: 10.1007/s10862-019-09766-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Experience sampling methods are widely used in clinical psychology to study affective dynamics in psychopathology. The present study examined whether affect ratings (valence and arousal) differed as a function of assessment schedule (signal- versus event-contingent) in a clinical sample and considered various approaches to modeling these ratings. A total of 40 community mental health center outpatients completed ratings of their affective experiences over a 21-day period using both signal-contingent schedules (random prompts) and event-contingent schedules (ratings following social interactions). We tested whether assessment schedules impacted 1) the central tendency (mean) and variability (standard deviation) of valence or arousal considered individually, 2) the joint variability in valence and arousal via the entropy metric, and 3) the between-person differences in configuration of valence-arousal landscapes via the Earth Mover's Distance (EMD) metric. We found that event-contingent schedules, relative to signal-contingent schedules, captured higher average levels of pleasant valence and emotional arousal ratings. Moreover, signal-contingent schedules captured greater variability within and between individuals on arousal-valence landscapes compared to event-contingent schedules. Altogether, findings suggest that the two assessment schedules should not be treated interchangeably in the assessment of affect over time. Researchers must be cautious in generalizing results across studies utilizing different experience sampling assessment schedules.
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11
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Moukhtarian TR, Reinhard I, Moran P, Ryckaert C, Skirrow C, Ebner-Priemer U, Asherson P. Comparable emotional dynamics in women with ADHD and borderline personality disorder. Borderline Personal Disord Emot Dysregul 2021; 8:6. [PMID: 33579385 PMCID: PMC7879647 DOI: 10.1186/s40479-021-00144-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 01/05/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Emotional dysregulation (ED) is a core diagnostic symptom in borderline personality disorder (BPD) and an associated feature of attention-deficit/hyperactivity disorder (ADHD). We aimed to investigate differences in dynamical indices of ED in daily life in ADHD and BPD. METHODS We used experience sampling method (ESM) and multilevel modelling to assess momentary changes in reports of affective symptoms, and retrospective questionnaire measures of ED in a sample of 98 adult females with ADHD, BPD, comorbid ADHD+BPD and healthy controls. RESULTS We found marked differences between the clinical groups and healthy controls. However, the ESM assessments did not show differences in the intensity of feeling angry and irritable, and the instability of feeling sad, irritable and angry, findings paralleled by data from retrospective questionnaires. The heightened intensity in negative emotions in the clinical groups compared to controls was only partially explained by bad events at the time of reporting negative emotions, suggesting both reactive and endogenous influences on ED in both ADHD and BPD. CONCLUSIONS This study supports the view that ED is a valuable trans-diagnostic aspect of psychopathology in both ADHD and BPD, with similar levels of intensity and instability. These findings suggest that the presence or severity of ED should not be used in clinical practice to distinguish between the two disorders.
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Affiliation(s)
- Talar R Moukhtarian
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK.
| | - Iris Reinhard
- Central Institute of Mental Health, Division of Biostatistics, Medical Faculty Mannheim/Heidelberg University, Mannheim, Germany
| | - Paul Moran
- Centre for Academic Mental Health, School of Social & Community Medicine, University of Bristol, Bristol, UK
| | - Celine Ryckaert
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Caroline Skirrow
- Cambridge Cognition, Cambridge, UK.,School of Psychological Science, University of Bristol, Bristol, UK
| | - Ulrich Ebner-Priemer
- Mental m-health lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany. .,Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany.
| | - Philip Asherson
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
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12
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Self-esteem instability and affective instability in everyday life after remission from borderline personality disorder. Borderline Personal Disord Emot Dysregul 2020; 7:25. [PMID: 33292714 PMCID: PMC7684893 DOI: 10.1186/s40479-020-00140-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 11/03/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Borderline personality disorder (BPD) is defined by a pervasive pattern of instability. According to prior findings and clinical theories, self-esteem instability and affective instability are key features of BPD. Previous e-diary studies showed that instability in self-esteem is heightened and that it is highly intertwined with affective instability in BPD in comparison to healthy controls (HC). The present study sought to extend these findings by adding symptomatologically remitted BPD patients (BPD-REM), i.e. former patients with BPD who met four or fewer BPD criteria within the past year, as a comparison group. METHODS To examine differences regarding self-esteem instability and affective instability, we used e-diaries for repeatedly collecting data on self-esteem, valence, and tense arousal 12 times a day for four consecutive days while participants underwent their daily life activities. Determining three different state-of-the-art instability indices and applying multilevel analyses, we compared 35 BPD-REM participants with previously reported 60 acute BPD patients (BPD-ACU) and 60 HC. RESULTS Our results revealed that self-esteem instability was significantly lower in the BPD-REM compared to the BPD-ACU group, irrespective of the instability index. In contrast, there were no significant differences regarding affective instability between the BPD-REM participants and those in the BPD-ACU group. The comparison between the BPD-REM with the HC indicated both a significantly higher instability in self-esteem as well as significantly heightened affective instability in the BPD-REM participants. Moreover, even though the associations were not significant, we found tentative support for the assumption that affective changes that are accompanied by changes in self-esteem are experienced as more burdensome and negatively impact the quality of life of remitted BPD participants. CONCLUSIONS This study builds on growing evidence for the importance of self-esteem instability in BPD. Whereas affective instability has been reported in various psychiatric disorders and might indeed constitute a transdiagnostic marker of affective dysregulation, our results indicate that self-esteem instability might be a specific symptom that construes the unique pathology in BPD.
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Scott LN, Victor SE, Kaufman EA, Beeney JE, Byrd AL, Vine V, Pilkonis PA, Stepp SD. Affective Dynamics Across Internalizing and Externalizing Dimensions of Psychopathology. Clin Psychol Sci 2020; 8:412-427. [PMID: 32670674 DOI: 10.1177/2167702619898802] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Little is known about pathogenic affective processes that cut across diverse mental disorders. The current study examines how dynamic features of positive and negative affect differ or converge across internalizing and externalizing disorders in a diagnostically diverse urban sample using bivariate dynamic structural equation modeling. One-hundred fifty-six young women completed semi-structured clinical interviews and a 21-day ecological momentary assessment protocol with seven assessments of affective states per day. Internalizing and externalizing dimensions of psychopathology were modeled using confirmatory factor analysis of mental disorders. After controlling for externalizing disorders, internalizing disorders were associated with higher negative affective mean intensity, higher negative affective variability (i.e., unique innovation variance), and lower positive affective variability. Conversely, externalizing disorders were associated with less persistent positive affect (i.e., lower inertia) and more variable positive emotionality. Results suggest internalizing and externalizing disorders have distinct affective dynamic signatures, which have implications for development of tailored interventions.
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Affiliation(s)
- Lori N Scott
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
| | - Sarah E Victor
- Texas Tech University, Department of Psychological Sciences, Box 42051 Lubbock, TX 79409-2051
| | - Erin A Kaufman
- University of Western Ontario, Department of Psychology, 361 Windermere Road, London, ON, Canada, N6A 3K7
| | - Joseph E Beeney
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
| | - Amy L Byrd
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
| | - Vera Vine
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
| | - Paul A Pilkonis
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
| | - Stephanie D Stepp
- University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA 15213, USA
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14
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Kockler TD, Santangelo PS, Limberger MF, Bohus M, Ebner-Priemer UW. Specific or transdiagnostic? The occurrence of emotions and their association with distress in the daily life of patients with borderline personality disorder compared to clinical and healthy controls. Psychiatry Res 2020; 284:112692. [PMID: 31784065 DOI: 10.1016/j.psychres.2019.112692] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Revised: 11/12/2019] [Accepted: 11/14/2019] [Indexed: 02/07/2023]
Abstract
Borderline personality disorder (BPD) is characterized by more frequent and more intense negative emotions and less frequent positive emotions in daily life than healthy controls (HC) experience, but there is limited empirical evidence regarding whether this is a transdiagnostic or disorder-specific finding and which specific emotions are especially distressing in BPD. We assessed participants' current emotions and distress every 15 min over a 24-h period using e-diaries to investigate the frequency, intensity, and the associated distress of specific emotions. To test the disorder specificity, we used multilevel modeling to compare 43 female patients with BPD, 28 patients with posttraumatic stress disorder (PTSD), 20 patients with bulimia nervosa (BN), and 28 HC. Patients with BPD exhibited anger more frequently than any of the clinical or healthy control groups, demonstrating specificity. The quality of anger accounted for additional distress beyond the pure emotional intensity. In patients with BPD, joy was associated with reduced distress, which was not the case in HC or PTSD. However, the majority of the comparisons (anxiety, sadness, shame, disgust, jealousy, guilt, interest) revealed transdiagnostic patterns. The distress-enhancing or distress-reducing effects of anger and joy might represent an important part of affective dysregulation in BPD.
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Affiliation(s)
- Tobias D Kockler
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology. Hertzstr. 16, 76187 Karlsruhe, Germany.
| | - Philip S Santangelo
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology. Hertzstr. 16, 76187 Karlsruhe, Germany
| | - Matthias F Limberger
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology. Hertzstr. 16, 76187 Karlsruhe, Germany
| | - Martin Bohus
- Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg. J5, 68159 Mannheim, Germany
| | - Ulrich W Ebner-Priemer
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology. Hertzstr. 16, 76187 Karlsruhe, Germany
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15
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A Structural Examination of Negative Emotion Vulnerability. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2019. [DOI: 10.1007/s10862-019-09761-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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16
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Emotion Vulnerability in the Context of Positively Valenced Stimuli: Associations with Borderline Personality Disorder Symptom Severity. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2019. [DOI: 10.1007/s10862-019-09730-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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17
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Santangelo PS, Koenig J, Kockler TD, Eid M, Holtmann J, Koudela-Hamila S, Parzer P, Resch F, Bohus M, Kaess M, Ebner-Priemer UW. Affective instability across the lifespan in borderline personality disorder - a cross-sectional e-diary study. Acta Psychiatr Scand 2018; 138:409-419. [PMID: 30146733 DOI: 10.1111/acps.12950] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/25/2018] [Indexed: 01/13/2023]
Abstract
OBJECTIVE Longitudinal and cross-sectional studies suggest that affective instability is inversely related to greater age in borderline personality disorder (BPD). However, existing studies relied on retrospective self-reports of perceived instability. We examined affective instability in everyday life in patients with BPD and healthy controls (HCs) by age in a cross-sectional e-diary study. METHODS Two hundred and sixty female participants between 14 and 53 years of age (130 patients with BPD and 130 HCs) carried an e-diary over 4 days. The e-diaries emitted a prompting signal in approximately hourly intervals asking participants to rate their current affective state, that is valence (ranging from pleasant to unpleasant) and tense arousal (ranging from calm/relaxed to restless/under tension). RESULTS Multilevel analyses revealed a significant interaction of age and group predicting affective instability (valence: F(1,255.6) = 7.59; P < 0.01; tense arousal: F(1,252) = 6.08; P < 0.01), suggesting that affective instability significantly declines with greater age in patients with BPD. Controlling for the number of comorbid disorders and BPD severity did not change the results, illustrating an inverse relationship between age and affective instability in BPD (significant interaction of age*group for valence: F(1,238.7) = 5.74; P < 0.02 and tense arousal: F(1,235.2) = 5.28; P < 0.02). CONCLUSION Affective instability during daily life declines with greater age in BPD. This decline is irrespective of comorbidity and BPD severity.
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Affiliation(s)
- P S Santangelo
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany.,Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - J Koenig
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.,Section for Translational Psychobiology in Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Centre of Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany
| | - T D Kockler
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - M Eid
- Department of Educational Science and Psychology, Freie Universität Berlin, Berlin, Germany
| | - J Holtmann
- Department of Educational Science and Psychology, Freie Universität Berlin, Berlin, Germany
| | - S Koudela-Hamila
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - P Parzer
- Section for Translational Psychobiology in Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Centre of Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany
| | - F Resch
- Section for Translational Psychobiology in Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Centre of Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany
| | - M Bohus
- Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - M Kaess
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.,Section for Translational Psychobiology in Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Centre of Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany
| | - U W Ebner-Priemer
- Chair of Applied Psychology/Mental mHealth Lab, Institute of Sport and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany.,Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
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18
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Peters EM, John A, Baetz M, Balbuena L. Examining the role of borderline personality traits in the relationship between major depression and nonsuicidal self-injury. Compr Psychiatry 2018; 86:96-101. [PMID: 30089275 DOI: 10.1016/j.comppsych.2018.07.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 06/28/2018] [Accepted: 07/23/2018] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Depression and borderline personality disorder (BPD) are highly comorbid conditions that are both associated with nonsuicidal self-injury (NSSI). AIMS The purpose of this study was to determine if depression is associated with NSSI after controlling for BPD traits. A distinction was made between NSSI for emotional regulation and NSSI for interpersonal motives. METHOD Logistic regression analyses were conducted on cross-sectional data from a general population sample of 7370 adults who completed the 2007 Adult Psychiatric Morbidity Survey. Depressive symptoms were assessed with the revised Clinical Interview Schedule. NSSI and motives for NSSI were also assessed during clinical interviews. BPD traits were assessed with the participant-completed Structured Clinical Interview for DSM-IV Axis II Personality Disorders. RESULTS Participants in a major depressive episode were more likely to have engaged in emotional-regulation NSSI and interpersonal NSSI than participants without depression. After controlling for BPD traits depression remained associated with emotional-regulation NSSI, whereas the association with interpersonal NSSI became nonsignificant. There were statistically significant relationships between depression and both types of NSSI occurring indirectly through BPD traits. CONCLUSIONS BPD traits account for a significant portion of the cross-sectional relationship between depression and past NSSI that varies in size depending on the motive for NSSI. People with depression are more likely to have engaged in NSSI for emotional regulation even in the absence of prominent BPD traits. In contrast, BPD traits may be more prominent in people with depression who have engaged in interpersonal NSSI.
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Affiliation(s)
- Evyn M Peters
- Department of Psychiatry, University of Saskatchewan, Saskatoon, Saskatchewan S7N0W8, Canada.
| | - Ann John
- Swansea University Medical School, Swansea University, Swansea, Wales SA28PP, United Kingdom
| | - Marilyn Baetz
- Department of Psychiatry, University of Saskatchewan, Saskatoon, Saskatchewan S7N0W8, Canada
| | - Lloyd Balbuena
- Department of Psychiatry, University of Saskatchewan, Saskatoon, Saskatchewan S7N0W8, Canada
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19
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Ehrenthal JC, Levy KN, Scott LN, Granger DA. Attachment-Related Regulatory Processes Moderate the Impact of Adverse Childhood Experiences on Stress Reaction in Borderline Personality Disorder. J Pers Disord 2018; 32:93-114. [PMID: 29388902 PMCID: PMC5798009 DOI: 10.1521/pedi.2018.32.supp.93] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
In this study, the authors explored whether attachment insecurity moderates the effects of adverse childhood experiences on stress reactivity in the context of borderline personality disorder (BPD). Participants were 113 women (39 with BPD, 15 with some BPD criteria present, 59 without any BPD symptoms) who participated in the Trier Social Stress Test. Saliva samples were collected before and after the stressor and assayed for salivary alpha-amylase (sAA) and cortisol. Adverse childhood experiences were measured using the Childhood Trauma Questionnaire, and attachment by the Experiences in Close Relationships-Revised questionnaire. Results revealed that attachment avoidance and a combination of more adverse childhood experiences and attachment insecurity resulted in higher sAA levels and differences in reactivity to the stressor. Interactions between attachment anxiety and adverse childhood experiences were related to blunted cortisol reactivity. The results suggest that the influence of adverse childhood experiences on stress regulation in BPD may be moderated by attachment-related regulatory processes.
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Affiliation(s)
- Johannes C. Ehrenthal
- Department of Psychology, Pennsylvania State University
- Department of Psychology, Klagenfurt University, Austria
| | | | - Lori N. Scott
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | - Douglas A. Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California at Irvine
- Johns Hopkins University School of Medicine; Johns Hopkins University Bloomberg School of Public Health; Johns Hopkins University School of Nursing
- Department of Psychology and Salivary Bioscience Laboratory, University of Nebraska
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20
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Schiepek GK, Viol K, Aichhorn W, Hütt MT, Sungler K, Pincus D, Schöller HJ. Psychotherapy Is Chaotic-(Not Only) in a Computational World. Front Psychol 2017; 8:379. [PMID: 28484401 PMCID: PMC5402620 DOI: 10.3389/fpsyg.2017.00379] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 02/27/2017] [Indexed: 11/13/2022] Open
Abstract
Objective: The aim of this article is to outline the role of chaotic dynamics in psychotherapy. Besides some empirical findings of chaos at different time scales, the focus is on theoretical modeling of change processes explaining and simulating chaotic dynamics. It will be illustrated how some common factors of psychotherapeutic change and psychological hypotheses on motivation, emotion regulation, and information processing of the client's functioning can be integrated into a comprehensive nonlinear model of human change processes. Methods: The model combines 5 variables (intensity of emotions, problem intensity, motivation to change, insight and new perspectives, therapeutic success) and 4 parameters into a set of 5 coupled nonlinear difference equations. The results of these simulations are presented as time series, as phase space embedding of these time series (i.e., attractors), and as bifurcation diagrams. Results: The model creates chaotic dynamics, phase transition-like phenomena, bi- or multi-stability, and sensibility of the dynamic patterns on parameter drift. These features are predicted by chaos theory and by Synergetics and correspond to empirical findings. The spectrum of these behaviors illustrates the complexity of psychotherapeutic processes. Conclusion: The model contributes to the development of an integrative conceptualization of psychotherapy. It is consistent with the state of scientific knowledge of common factors, as well as other psychological topics, such as: motivation, emotion regulation, and cognitive processing. The role of chaos theory is underpinned, not only in the world of computer simulations, but also in practice. In practice, chaos demands technologies capable of real-time monitoring and reporting on the nonlinear features of the ongoing process (e.g., its stability or instability). Based on this monitoring, a client-centered, continuous, and cooperative process of feedback and control becomes possible. By contrast, restricted predictability and spontaneous changes challenge the usefulness of prescriptive treatment manuals or other predefined programs of psychotherapy.
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Affiliation(s)
- Günter K Schiepek
- Institute of Synergetics and Psychotherapy Research, Paracelsus Medical UniversitySalzburg, Austria.,Department of Psychology, Ludwig Maximilians UniversityMunich, Germany.,Department of Psychosomatics and Inpatient Psychotherapy, University Hospital of Psychiatry and Psychotherapy, Paracelsus Medical UniversitySalzburg, Austria
| | - Kathrin Viol
- Institute of Synergetics and Psychotherapy Research, Paracelsus Medical UniversitySalzburg, Austria.,Department of Psychology, Ludwig Maximilians UniversityMunich, Germany
| | - Wolfgang Aichhorn
- Institute of Synergetics and Psychotherapy Research, Paracelsus Medical UniversitySalzburg, Austria.,Department of Psychosomatics and Inpatient Psychotherapy, University Hospital of Psychiatry and Psychotherapy, Paracelsus Medical UniversitySalzburg, Austria
| | - Marc-Thorsten Hütt
- Department of Life Sciences and Chemistry, Jacobs University BremenBremen, Germany
| | - Katharina Sungler
- Institute of Synergetics and Psychotherapy Research, Paracelsus Medical UniversitySalzburg, Austria.,Department of Psychology, Ludwig Maximilians UniversityMunich, Germany
| | - David Pincus
- Department of Psychology, Chapman UniversityOrange, CA, USA
| | - Helmut J Schöller
- Institute of Synergetics and Psychotherapy Research, Paracelsus Medical UniversitySalzburg, Austria.,Department of Psychology, Ludwig Maximilians UniversityMunich, Germany.,Department of Psychosomatics and Inpatient Psychotherapy, University Hospital of Psychiatry and Psychotherapy, Paracelsus Medical UniversitySalzburg, Austria
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Ramos JM, Sendra JM, Sánchez A, Mena A. Influence of Core Affect in the Differential Efficacy of a Personality Disorder Intervention Program. THE SPANISH JOURNAL OF PSYCHOLOGY 2017; 20:E5. [PMID: 28162134 DOI: 10.1017/sjp.2017.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The usual emotional experience of the person (affective style) is an influential factor in therapeutic assimilation. Based on a dynamic model of affect shaped dimensionally by the valence and arousal axes (core affect) that fluctuate over time according to the specific context of the individual, its relationship with different variables was investigated and the changes after a 6-month intervention in a specialized hospital unit (N = 103) were observed. The orthogonal structure of core-affect was confirmed. Emotional valence appeared to be positively related to social skills (r = .375; p < .01) and self-esteem (r = .491; p < .01) and negatively to depressive symptoms (r = -.631; p < .01), general disturbance (r = -.395; p < .01) and suicidality (r = -.490; p < .01). Emotional arousal is associated with impulsivity (r = .345; p < .01). The group of patients with an affective style characterized by negative valence and low arousal core-affect gained less therapeutic benefit compared to those with positive valence core-affect (p < .05). Throughout the treatment, valence became more positive (d = .26; IC 95%: 1.9 - 7.2; p = .001), arousal increased (d = .23; IC 95%: 0.2 - 1.7; p = .015) and variability decreased (d = -.44; IC 95%: (-2.9) - (-1.1); p = .001). Changes in the core-affect are related to therapeutic improvement. Adjusting expectations of change can reduce therapeutic frustration, which is as common as it is harmful in the treatment of severe personality disorders.
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22
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Ibraheim M, Kalpakci A, Sharp C. The specificity of emotion dysregulation in adolescents with borderline personality disorder: comparison with psychiatric and healthy controls. Borderline Personal Disord Emot Dysregul 2017; 4:1. [PMID: 28078089 PMCID: PMC5223469 DOI: 10.1186/s40479-017-0052-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 01/04/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Research has supported the notion that emotion dysregulation is a core feature of BPD. However, given that this feature is typical of healthy adolescents as well as adolescents with other psychiatric disorders, the specificity of emotion dysregulation to BPD in this age group has not yet been determined. The overall aim of this study was to examine emotion dysregulation in adolescent inpatients with BPD compared with non-BPD inpatient adolescents and healthy non-clinical adolescents, taking into account both global emotion dysregulation deficits and more specific impairments. METHOD The sample included 185 adolescent inpatients with BPD (M = 15.23, SD = 1.52), 367 non-BPD psychiatric inpatient adolescents (M = 15.37, SD = 1.40), and 146 healthy adolescents (M = 15.23, SD = 1.22), all of whom were between the ages of 12 and 17. Borderline personality features were assessed, along with emotion dysregulation and psychiatric severity. RESULTS After controlling for age, gender, and psychiatric severity, results revealed that adolescents with BPD had higher overall emotional dysregulation compared with non-BPD psychiatric controls and healthy controls. These differences were apparent in only two domains of emotion dysregulation including limited access to emotion regulation strategies perceived as effective and impulse control difficulties when experiencing negative emotions. CONCLUSIONS Findings suggest BPD-specific elevations on emotion dysregulation generally, and subscales related to behavioral regulation specifically.
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Affiliation(s)
- Marina Ibraheim
- Department of Psychology, University of Houston, 126 Heyne Building, Houston, TX 77204 USA
| | - Allison Kalpakci
- Department of Psychology, University of Houston, 126 Heyne Building, Houston, TX 77204 USA
| | - Carla Sharp
- Department of Psychology, University of Houston, 126 Heyne Building, Houston, TX 77204 USA
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23
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Kockler TD, Tschacher W, Santangelo PS, Limberger MF, Ebner-Priemer UW. Specificity of emotion sequences in borderline personality disorder compared to posttraumatic stress disorder, bulimia nervosa, and healthy controls: an e-diary study. Borderline Personal Disord Emot Dysregul 2017; 4:26. [PMID: 29276606 PMCID: PMC5738798 DOI: 10.1186/s40479-017-0077-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 12/13/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Patients with borderline personality disorder (BPD) exhibit dysregulated emotion sequences in daily life compared to healthy controls (HC). Empirical evidence regarding the specificity of these findings is currently lacking. METHODS To replicate dysregulated emotion sequences in patients with BPD and to investigate the specificity of the sequences, we used e-diaries of 43 female patients with BPD, 28 patients with posttraumatic stress disorder (PTSD), 20 patients with bulimia nervosa (BN), and 28 HC. To capture the rapid dynamics of emotions, we prompted participants every 15 min over a 24-h period to assess their current perceived emotions. We analyzed group differences in terms of activation, persistence, switches, and down-regulation of emotion sequences. RESULTS By comparing patients with BPD to HC, we replicated five of the seven previously reported dysregulated emotion sequences, as well as 111 out of 113 unaltered sequences. However, none of the previously reported dysregulated emotion sequences exhibited specificity, i.e., none revealed higher frequencies compared to the PTSD group or the BN group. Beyond these findings, we revealed a specific finding for patients with BN, as they most frequently switched from anger to disgust. CONCLUSIONS Replicating previously found dysregulated and unaltered emotional sequences strengthens the significance of emotion sequences. However, the lack of specificity points to emotion sequences as transdiagnostic features.
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Affiliation(s)
- Tobias D Kockler
- Karlsruhe Institute of Technology, Mental mHealth Lab, Karlsruhe, Germany
| | - Wolfgang Tschacher
- University of Bern, University Hospital of Psychiatry, Bern, Switzerland
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