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Hanegraaf L, Paton B, Hohwy J, Verdejo-Garcia A. Combining novel trait and neurocognitive frameworks to parse heterogeneity in borderline personality disorder. J Pers 2023; 91:1344-1363. [PMID: 36650906 DOI: 10.1111/jopy.12811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 12/02/2022] [Accepted: 01/12/2023] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Borderline Personality Disorder (BPD) diagnosis comprises several constellations of trait, neurocognitive, and psychosocial alterations. Dimensional models of psychopathology provide new opportunities to parse heterogeneity and create a stronger interface between individual characterization and psychosocial outcomes. However, dimensional models have focused on either traits or neurocognitive features, lacking integration to capture the multifaceted nature of BPD. METHOD We assessed 100 participants with BPD using a combination of tools stemming from trait (Alternative Model for Personality Disorders) and neurocognitive models (Research Domain Criteria; RDoC) to examine if trait-derived subgroups display distinctive social-processing and psychosocial profiles. We used two complementary analytical approaches: person-centered (k-means clustering) and construct-based (multiple factor analysis). RESULTS Our person-centered approach identified four subgroups with separable internalizing, detached, externalizing, and low psychopathology trait profiles. These profiles revealed distinctive patterns of affiliation, emotion recognition and mentalization performance in RDoC tasks, and psychosocial measures of quality of life and social connectedness. RDoC-based measures showed close construct proximity with negative affectivity, disinhibition, and antagonism trait domains, relative to the detachment domain, which had close proximity with self-knowledge. CONCLUSIONS Altogether, findings support consilience between trait-based and neurobiological frameworks and suggest that trait models are useful to parse BPD heterogeneity leading to unique social functioning profiles.
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Affiliation(s)
- Lauren Hanegraaf
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Bryan Paton
- School of Psychological Sciences, College of Engineering, Science and Environment, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Jakob Hohwy
- Cognition and Philosophy Lab, Philosophy Department, Monash University, Clayton, Victoria, Australia
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
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Panić D, Mitrovic M, Ćirović N. Early Maladaptive Schemas and the Accuracy of Facial Emotion Recognition: A Preliminary Investigation. Psychol Rep 2022:332941221075248. [PMID: 35084239 DOI: 10.1177/00332941221075248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Different developmental experiences related to deep-rooted beliefs about oneself and others may significantly affect individual social emotional competencies, such as the accuracy of facial emotion recognition and detection. This study presents a preliminary examination of the relationship between early maladaptive schemas (EMSs) and the accuracy of recognizing facial expressions showing basic emotions, neutral faces, and discrimination between neutral and emotional faces. The sample consisted of 138 psychology students (M = 20.33; SD = 1.33, 27 of the respondents were male). JACFEE and JACNeuF (Matsumoto & Ekman, 1988) were used as stimulus material for assessing the facial emotion recognition of seven basic emotions (anger, contempt, disgust, fear, sadness, happiness, and surprise) and neutral faces. The Young Schema Questionnaire - Short Form 3 (YSQ-S3; Young, 2005) was administered as a measure of EMSs. The findings demonstrate that all schema domains affect the accuracy of recognizing facial expressions showing negative emotions (anger, contempt, disgust, fear, and sadness). The Dependence/Incompetence, Entitlement/Grandiosity schemas were significant predictors for detecting neutral faces and discriminating between faces with and without emotion, while the Abandonment/Instability schema additionally proved significant for recognizing neutral faces. Limitations and suggestions for future elaboration are acknowledged.
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Affiliation(s)
| | | | - Nikola Ćirović
- Department of Psychology186002University of Nis Faculty of Philosophy
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Verdejo-Garcia A, Hanegraaf L, Blanco-Gandía MC, López-Arnau R, Grau M, Miñarro J, Escubedo E, Pubill D, Rodríguez-Arias M. Impact of adolescent methamphetamine use on social cognition: A human-mice reverse translation study. Drug Alcohol Depend 2022; 230:109183. [PMID: 34847504 DOI: 10.1016/j.drugalcdep.2021.109183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 10/11/2021] [Accepted: 10/25/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Methamphetamine dependence is associated with social cognition deficits that may underpin negative social outcomes. However, there are considerable inter-individual differences in social cognition within people with methamphetamine dependence, with age of onset of methamphetamine use being a potential contributing factor. MATERIALS AND METHODS We conducted two sequential studies examining the link between age of onset of methamphetamine use (adolescence versus young adulthood) and performance in social cognition tests: (1) a human cross-sectional study in 95 participants with methamphetamine dependence varying in age of onset (38 with adolescent onset and 57 with adult onset) and 49 drug-naïve controls; (2) a mice study in which we tested the effects of methamphetamine exposure during adolescence versus young adulthood on social interaction and aggression, and their potential neurochemical substrates in the striatal dopaminergic system. RESULTS We initially showed that people with methamphetamine dependence who started use in adolescence had higher antisocial beliefs (p = 0.046, Cohen's d=0.42) and worse emotion recognition (p = 0.031, Cohen's d=0.44) than those who started use during adulthood. We reasoned that this could be due to either social cognition deficits leading to earlier onset of methamphetamine use, or methamphetamine-induced neuroadaptive effects specific to adolescence. Mice experiments showed that methamphetamine exposure during adolescence specifically decreased social investigation during social interaction and upregulated striatal tyrosine hydroxylase (p < 0.05, Bonferroni corrected). There was no evidence of adolescent-specific methamphetamine effects on aggression or other measures of dopaminergic function. CONCLUSION Together, translational findings demonstrate heightened sensitivity to methamphetamine effects on social cognition during adolescence.
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Affiliation(s)
- Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, Monash University, 18 Innovation Walk, Clayton, VIC 3800, Australia.
| | - Lauren Hanegraaf
- Turner Institute for Brain and Mental Health, Monash University, 18 Innovation Walk, Clayton, VIC 3800, Australia
| | - María Carmen Blanco-Gandía
- Department of Psychology and Sociology, University of Zaragoza, C/ Ciudad Escolar s/n, 44003 Teruel, Spain
| | - Raúl López-Arnau
- Department of Pharmacology, Toxicology and Therapeutic Chemistry, Pharmacology Section and Institute of Biomedicine (IBUB), Faculty of Pharmacy and Food Sciences, University of Barcelona, Av. Joan XXIII, 27-31, 08028 Barcelona, Spain
| | - Marina Grau
- Department of Pharmacology, Toxicology and Therapeutic Chemistry, Pharmacology Section and Institute of Biomedicine (IBUB), Faculty of Pharmacy and Food Sciences, University of Barcelona, Av. Joan XXIII, 27-31, 08028 Barcelona, Spain
| | - José Miñarro
- Department of Psychobiology, Facultad de Psicología, Universitat de Valencia, Avda. Blasco Ibáñez, 21, 46010 Valencia, Spain
| | - Elena Escubedo
- Department of Pharmacology, Toxicology and Therapeutic Chemistry, Pharmacology Section and Institute of Biomedicine (IBUB), Faculty of Pharmacy and Food Sciences, University of Barcelona, Av. Joan XXIII, 27-31, 08028 Barcelona, Spain
| | - David Pubill
- Department of Pharmacology, Toxicology and Therapeutic Chemistry, Pharmacology Section and Institute of Biomedicine (IBUB), Faculty of Pharmacy and Food Sciences, University of Barcelona, Av. Joan XXIII, 27-31, 08028 Barcelona, Spain
| | - Marta Rodríguez-Arias
- Department of Psychobiology, Facultad de Psicología, Universitat de Valencia, Avda. Blasco Ibáñez, 21, 46010 Valencia, Spain
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Zhu W, Ding Z, Zhang Z, Wu X, Liu X, Zhang Y, Li S, Zhou L, Tian G, Qin J. Enhancement of Oxytocin in the Medial Prefrontal Cortex Reverses Behavioral Deficits Induced by Repeated Ketamine Administration in Mice. Front Neurosci 2021; 15:723064. [PMID: 34566567 PMCID: PMC8462509 DOI: 10.3389/fnins.2021.723064] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 08/03/2021] [Indexed: 11/13/2022] Open
Abstract
Ketamine is a popular recreational substance of abuse that induces persistent behavioral deficits. Although disrupted oxytocinergic systems have been considered to modulate vulnerability to developing drugs of abuse, the involvement of central oxytocin in behavioral abnormalities caused by chronic ketamine has remained largely unknown. Herein, we aimed to investigate the potential role of oxytocin in the medial prefrontal cortex (mPFC) in social avoidance and cognitive impairment resulting from repeated ketamine administration in mice. We found that ketamine injection (5 mg/kg, i.p.) for 10 days followed by a 6-day withdrawal period induced behavioral disturbances in social interaction and cognitive performance, as well as reduced oxytocin levels both at the periphery and in the mPFC. Repeated ketamine exposure also inhibited mPFC neuronal activity as measured by a decrease in c-fos-positive cells. Furthermore, direct microinjection of oxytocin into the mPFC reversed the social avoidance and cognitive impairment following chronic ketamine exposure. In addition, oxytocin administration normalized ketamine-induced inflammatory cytokines including TNF-α, IL-6, and IL-1β levels. Moreover, the activation of immune markers such as neutrophils and monocytes, by ketamine was restored in oxytocin-treated mice. Finally, the reversal effects of oxytocin on behavioral performance were blocked by pre-infusion of the oxytocin receptor antagonist atosiban into the mPFC. These results demonstrate that enhancing oxytocin signaling in the mPFC is a potential pathway to reverse social avoidance and cognitive impairment caused by ketamine, partly through inhibition of inflammatory stimulation.
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Affiliation(s)
- Weili Zhu
- National Institute on Drug Dependence, Peking University & Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, China
| | - Zengbo Ding
- National Institute on Drug Dependence, Peking University & Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, China
| | - Zhihui Zhang
- Department of Stomatology, Peking University Third Hospital, Beijing, China
| | - Xiao Wu
- National Institute on Drug Dependence, Peking University & Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, China
| | - Xiaoya Liu
- Precision Medicine Research Center, School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Ya Zhang
- Precision Medicine Research Center, School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Suxia Li
- National Institute on Drug Dependence, Peking University & Beijing Key Laboratory of Drug Dependence, Peking University, Beijing, China
| | - Liping Zhou
- Department of Pharmaceutics, School of Pharmacy, Fudan University & Key Laboratory of Smart Drug Delivery, Ministry of Education, Shanghai, China
| | - Geng Tian
- Precision Medicine Research Center, School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Jing Qin
- Department of Pharmaceutics, School of Pharmacy, Fudan University & Key Laboratory of Smart Drug Delivery, Ministry of Education, Shanghai, China
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Hanegraaf L, van Baal S, Hohwy J, Verdejo-Garcia A. A systematic review and meta-analysis of 'Systems for Social Processes' in borderline personality and substance use disorders. Neurosci Biobehav Rev 2021; 127:572-592. [PMID: 33865874 DOI: 10.1016/j.neubiorev.2021.04.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 02/10/2021] [Accepted: 04/12/2021] [Indexed: 01/12/2023]
Abstract
Deficits in social processing (SP) have been proposed to underpin interpersonal dysfunction in both Borderline Personality Disorder (BPD) and Substance Use Disorders (SUD). This study aimed to explore potential transdiagnostic cognitive and behavioral phenotypes of these disorders utilizing the NIMH Research Domain Criteria 'Systems for Social Processes'. A systematic review and meta-analysis of the published research was conducted on 134 studies identified through our database searches. Four meta-analyses were conducted, which revealed significant overlapping deficits in the ability to identify facial emotions and infer the mental states of others in both BPD and SUD. Further, people with BPD displayed a higher ostracism effect following perceived social exclusion. Systematically reviewed studies also revealed significant dysfunction amongst individuals with BPD and SUD across both self and other SP constructs, which were broadly similar in magnitude. Taken together, these results support the proposition that SP dysfunction may be considered a core transdiagnostic phenotype of BPD and SUD.
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Affiliation(s)
- Lauren Hanegraaf
- Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia.
| | - Simon van Baal
- Cognition and Philosophy Lab, Philosophy Department, Monash University, Clayton, Australia
| | - Jakob Hohwy
- Cognition and Philosophy Lab, Philosophy Department, Monash University, Clayton, Australia
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
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Bland AR, Ersche KD. Deficits in recognizing female facial expressions related to social network in cocaine-addicted men. Drug Alcohol Depend 2020; 216:108247. [PMID: 32896724 DOI: 10.1016/j.drugalcdep.2020.108247] [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] [Received: 05/03/2020] [Revised: 07/23/2020] [Accepted: 08/16/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The ability to accurately recognise facial expressions of emotion is crucial for social functioning and maintaining healthy relationships. Recognising the emotional state of others allows us to respond to their needs and adjust our behaviour appropriately. Impairments in facial affect recognition have been reported in chronic cocaine users but little is known whether these contribute to their difficulties in social situations. METHODS We assessed facial emotional expression recognition in forty-five men with cocaine use disorder (CUD) and forty-four healthy control participants. Using standardised questionnaires, we also collected information on perceived social support, social provision and community integration. RESULTS Our results found that male cocaine users had greater difficulty in recognising female emotional facial expressions than male controls. This effect was not explained by demographic variables but it was associated with their social network; including social support, social provisions and community integration. CONCLUSION Our findings suggest that men with CUD have greater difficulty in identifying emotional expression in female faces, which is linked with their social support networks. This may play an important role in misunderstanding non-verbal communications that contribute to destabilising friendship and family ties typically seen in drug addiction. Addressing deficits in recognising female emotional expressions may be an important piece of information for counselling and other interventions.
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Affiliation(s)
- Amy R Bland
- Department of Psychiatry, Herchel Smith Building for Brain & Mind Sciences, Cambridge Biomedical Campus, University of Cambridge, Cambridge, CB2 0SZ, UK; Department of Psychology, Brooks Building, Manchester Metropolitan University, Manchester, M15 6GX, UK
| | - Karen D Ersche
- Department of Psychiatry, Herchel Smith Building for Brain & Mind Sciences, Cambridge Biomedical Campus, University of Cambridge, Cambridge, CB2 0SZ, UK.
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Hanegraaf L, Arunogiri S, Hohwy J, Verdejo-Garcia A. Dysfunctional personality beliefs and emotion recognition in individuals with methamphetamine dependence. Addict Behav 2020; 105:106336. [PMID: 32062338 DOI: 10.1016/j.addbeh.2020.106336] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 01/17/2020] [Accepted: 02/03/2020] [Indexed: 10/25/2022]
Abstract
Previous studies have demonstrated that individuals with methamphetamine dependence have impaired emotion recognition. However, heterogeneity in results from these studies may indicate that individual factors such as personality beliefs moderate emotion recognition deficits. Thus, we aimed to examine the relationship between dimensional estimates of dysfunctional personality beliefs and facial emotion recognition in 86 Australian treatment seekers with methamphetamine dependence. Dysfunctional beliefs were measured using the Personality Beliefs Questionnaire, and emotion recognition was measured with the Ekman's Faces Test. We applied hierarchical regression analyses to test the relationship between beliefs and emotion recognition after accounting for the effects of intelligence. Results indicated that personality beliefs reflecting antisocial and paranoid schemas together accounted for a significant increase in the variance in fear recognition (higher levels of beliefs associated with poorer fear recognition). Further, high levels of passive-aggressive personality beliefs were associated with a tendency to misclassify faces as disgust. Our findings suggest that antisocial, paranoid, and passive-aggressive dysfunctional personality beliefs may underlie inter-individual differences in emotion recognition in methamphetamine dependent individuals. Additional research is required to better understand the relationship between personality and social processing biases, and investigate the direct impact these have on the significant psychosocial impairments present in individuals with methamphetamine dependence.
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