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Earl EH, Goyal M, Mishra S, Kannan B, Mishra A, Chowdhury N, Mishra P. EEG based functional connectivity in resting and emotional states may identify major depressive disorder using machine learning. Clin Neurophysiol 2024; 164:130-137. [PMID: 38870669 DOI: 10.1016/j.clinph.2024.05.017] [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: 08/28/2023] [Revised: 04/02/2024] [Accepted: 05/22/2024] [Indexed: 06/15/2024]
Abstract
OBJECTIVE Disrupted brain network connectivity underlies major depressive disorder (MDD). Altered EEG based Functional connectivity (FC) with Emotional stimuli in major depressive disorder (MDD) in addition to resting state FC may help in improving the diagnostic accuracy of machine learning classification models. We explored the potential of EEG-based FC during resting state and emotional processing, for diagnosing MDD using machine learning approach. METHODS EEG was recorded during resting state and while watching emotionally contagious happy and sad videos in 24 drug-naïve MDD patients and 25 healthy controls. FC was quantified using the Phase Lag Index. Three Random Forest classifier models were constructed to classify MDD patients and healthy controls, Model-I incorporating FC features from the resting state and Model-II and Model-III incorporating FC features while watching happy and sad videos respectively. RESULTS Important features distinguishing MDD and healthy controls were from all frequency bands and represent functional connectivity between fronto-temporal, fronto-parietal and fronto occipital regions. The cross-validation accuracies for Model-I, Model-II and Model-III were 92.3%, 94.9% and 89.7% and test accuracies were 60%, 80% and 70% respectively. Incorporating emotionally contagious videos improved the classification accuracies. CONCLUSION Findings support EEG FC patterns during resting state and emotional processing along with machine learning can be used to diagnose MDD. Future research should focus on replicating and validating these results. SIGNIFICANCE EEG FC pattern combined with machine learning may be used for assisting in diagnosing MDD.
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Affiliation(s)
- Estelle Havilla Earl
- Department of Physiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Manish Goyal
- Department of Physiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Shree Mishra
- Department of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Balakrishnan Kannan
- Department of Physiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Anushree Mishra
- Department of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Nilotpal Chowdhury
- Department of Pathology, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Priyadarshini Mishra
- Department of Physiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India.
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Vance DE, Billings R, Lambert CC, Fazeli PL, Goodin BR, Kempf MC, Rubin LH, Turan B, Wise J, Hellemann G, Lee J. A Systematic Review and Meta-Analysis of Social Cognition Among People Living with HIV: Implications for Non-Social Cognition and Social Everyday Functioning. Neuropsychol Rev 2024:10.1007/s11065-024-09643-5. [PMID: 38869661 DOI: 10.1007/s11065-024-09643-5] [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: 02/07/2023] [Accepted: 05/05/2024] [Indexed: 06/14/2024]
Abstract
Social cognition-the complex mental ability to perceive social stimuli and negotiate the social environment-has emerged as an important cognitive ability needed for social functioning, everyday functioning, and quality of life. Deficits in social cognition have been well documented in those with severe mental illness including schizophrenia and depression, those along the autism spectrum, and those with other brain disorders where such deficits profoundly impact everyday life. Moreover, subtle deficits in social cognition have been observed in other clinical populations, especially those that may have compromised non-social cognition (i.e., fluid intelligence such as memory). Among people living with HIV (PLHIV), 44% experience cognitive impairment; likewise, social cognitive deficits in theory of mind, prosody, empathy, and emotional face recognition/perception are gradually being recognized. This systematic review and meta-analysis aim to summarize the current knowledge of social cognitive ability among PLHIV, identified by 14 studies focused on social cognition among PLHIV, and provides an objective consensus of the findings. In general, the literature suggests that PLHIV may be at-risk of developing subtle social cognitive deficits that may impact their everyday social functioning and quality of life. The causes of such social cognitive deficits remain unclear, but perhaps develop due to (1) HIV-related sequelae that are damaging the same neurological systems in which social cognition and non-social cognition are processed; (2) stress related to coping with HIV disease itself that overwhelms one's social cognitive resources; or (3) may have been present pre-morbidly, possibly contributing to an HIV infection. From this, a theoretical framework is proposed highlighting the relationships between social cognition, non-social cognition, and social everyday functioning.
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Affiliation(s)
- David E Vance
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Rebecca Billings
- UAB Libraries, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Pariya L Fazeli
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Burel R Goodin
- Department of Anesthesiology, Washington University Pain Center, Washington University, St. Louis, MO, USA
| | | | - Leah H Rubin
- Department of Neurology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Bulent Turan
- Department of Psychology, Koc University, Rumelifeneri Caddesi, Turkey
| | - Jenni Wise
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gerhard Hellemann
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Junghee Lee
- Department of Psychiatry and Behavioral Neurobiology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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Birch ES, Stark BC, Neumann D. Factors related to social inferencing performance in moderate-severe, chronic TBI. Brain Inj 2024:1-12. [PMID: 38832655 DOI: 10.1080/02699052.2024.2361634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 05/27/2024] [Indexed: 06/05/2024]
Abstract
OBJECTIVE Following traumatic brain injury (TBI), deficits in social cognition are common. Social inferencing is a crucial component of social cognition that enables an individual to understand the thoughts, feelings, and intentions of a communication partner when this information is not explicitly stated. Existing literature suggests a variety of factors contribute to social inferencing success (e.g. biological sex, executive functioning), yet findings are not conclusive, largely because these factors have been examined in isolation. METHOD In this cross-sectional study, stepwise regression with cross validation was used to examine the extent that several theoretically motivated factors were associated with social inferencing (measured by performance on The Awareness of Social Inference Test [TASIT]) in adult participants with TBI (n = 105). Demographic information, executive functioning, aggression, emotional functioning measures, and participation in society were all examined in relation to social inferencing performance. RESULTS The findings confirm the importance of higher-level cognitive skills (i.e. executive functioning) in social inferencing, and advance the literature by underlining the potential importance of productive participation in social inferencing performance. CONCLUSION This study innovatively highlights factors linked with social inferencing skills and, in doing so, how deficits in social inferencing might manifest in the lives of individuals with TBI.
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Affiliation(s)
- Eleanor S Birch
- Department of Speech, Indiana University Bloomington Language and Hearing Sciences
- Program in Neuroscience, Indiana University Bloomington
| | - Brielle C Stark
- Department of Speech, Indiana University Bloomington Language and Hearing Sciences
- Program in Neuroscience, Indiana University Bloomington
| | - Dawn Neumann
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine
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van Horn JE, van der Schoot A, Wilpert J, Engelbregt HJ, Brand N. A Pilot Study of the Convergent and Discriminant Validity of the Dutch Version of the Parametric Go/No-Go Task. Cogn Behav Neurol 2024; 37:62-72. [PMID: 38051015 DOI: 10.1097/wnn.0000000000000363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 07/17/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND The parametric go/no-go (PGNG) task is a computerized task that is designed to measure cognitive flexibility, response inhibition, and working memory. The PGNG task has been shown to measure core executive functions (EFs) in a psychometrically sound, brief, and ecologically valid manner. OBJECTIVE To analyze the psychometric properties of the Dutch version of the PGNG task in a convenience sample of nonclinical adults. METHOD The sample consisted of 74 highly educated adults, with an average age of 36 years. Forty-two participants completed test battery A to investigate the task's convergent validity; 36 participants completed test battery B to investigate the task's discriminant validity. The results were analyzed using a repeated-measures ANOVA, Friedman's test, paired-samples t test, and correlation analyses. RESULTS Level 3 of the PGNG task places increased demands on sustained attention, response inhibition, and set-shifting. Several moderate correlations between level 3 and a complex EFs measure supported the convergent validity of this level of the PGNG task. The convergent validity of levels 1 and 2 was not supported. No significant correlations were found between PGNG levels and non-EF tests, supporting discriminant validity. CONCLUSION Our study included a rather homogenous sample of highly educated participants, which might explain the convergent validity of level 3 of the Dutch version of the PGNG task. Hence, to overcome these potentially confounding factors, the Dutch version of the PGNG task should be investigated in a larger and more heterogeneous population in terms of age and educational level.
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Affiliation(s)
- Joan E van Horn
- The Forensic Care Specialists, de Waag Utrecht, Utrecht, The Netherlands
| | | | - Julia Wilpert
- The Forensic Care Specialists, de Waag Utrecht, Utrecht, The Netherlands
| | - Hessel J Engelbregt
- GGZ Research, Hersencentrum Mental Health Institute, Amsterdam, The Netherlands
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Nico Brand
- Department of Health Psychology, Utrecht University, Utrecht, The Netherlands
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Kuczyk C, Münch K, Nöhre M, Stephan M, de Zwaan M. Development and testing of a questionnaire on the expectations and experiences with wearing face masks in inpatient and day hospitals. PLoS One 2024; 19:e0304140. [PMID: 38820397 PMCID: PMC11142604 DOI: 10.1371/journal.pone.0304140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 05/07/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND The Covid-19 pandemic made wearing of face masks mandatory in the psychotherapeutic context. Against this background, the present study aimed to compare the expectations of patients undergoing day-hospital or inpatient treatment regarding wearing a mask in psychotherapy before the start of therapy with the final experience after the end of therapy. The study also investigated the extent to which expectations and experiences were influenced by other factors such as socio-demographic characteristics, patients' general attitudes towards wearing a mask, duration of treatment, or mental health diagnoses. METHODS Patients' expectations and experiences were recorded using two versions of a self-developed questionnaire: the pre-version, which was administered before the start of therapy and recorded expectations, and the post-version, which was administered after the end of therapy and recorded the final experiences. An exploratory factor analysis was conducted for the questionnaire's pre- and post-version. T-tests for paired samples were calculated to compare the patients' expectations regarding the extracted factors with the final experiences. Bivariate correlations were calculated to explore the association of other potential factors with expectations and experiences. RESULTS The exploratory factor analysis revealed a three-factor structure: communication barriers, self-confidence, and infection protection. The communication barriers expected by the patients before the start of the therapy turned out to be significantly higher than ultimately experienced after the therapy. Higher age correlated significantly negatively with expectations and experiences, with less self-confidence expected and experienced in therapy with a mask by older patients. There was a significant positive correlation between the expectations and the duration of treatment. Patients' general attitudes correlated significantly with their expectations and experiences. CONCLUSION Based on the results, wearing a mask does not appear to negatively impact the success of psychotherapy from the patient's perspective. However, patient-specific characteristics also appear to play a role in this context.
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Affiliation(s)
- Charlotte Kuczyk
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Kathrin Münch
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Mariel Nöhre
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Michael Stephan
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Martina de Zwaan
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
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Huc M, Bush K, Atias G, Berrigan L, Cox S, Jaworska N. Recognition of masked and unmasked facial expressions in males and females and relations with mental wellness. Front Psychol 2023; 14:1217736. [PMID: 38023041 PMCID: PMC10643509 DOI: 10.3389/fpsyg.2023.1217736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 09/12/2023] [Indexed: 12/01/2023] Open
Abstract
Background While the effects of mask wearing/facial occlusion are known to impair facial expression recognition, little is known about the role of mental wellness on facial expression recognition, as well as the influence of sex on misattribution errors (i.e., confusions between emotions). In this large study, we aimed to address the relation between facial expression recognition and loneliness, perceived stress, anxiety, and depression symptoms in male and female adults. Methods We assessed the influence of mask-wearing on facial expression recognition [i.e., accuracy and response time (RT)] via an online study in N = 469 adult males and females across Canada. Results Expectedly, recognition was impaired under masked conditions (i.e., lower accuracy, longer RTs, more misattribution errors). Females were faster and more accurate than males, with less misattribution errors. A novel finding was that people with higher perceived stress were less accurate at identifying masked fearful faces. Perceived stress influenced the relation between sex and RT to masked happy faces; males with high stress scores were slower to recognize masked happy faces, the opposite was true for females. Finally, this study was among the first to show that higher loneliness predicted shorter RT to unmasked faces. Impact Our results show that facial expression recognition is impaired by mask-wearing, and that sex and mental health features are important predictors of performance. Such insight could be detrimental in certain sectors of the population (e.g., health care or education), and inform policies being adopted in future pandemics.
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Affiliation(s)
- Marie Huc
- University of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Katie Bush
- University of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada
| | - Gali Atias
- University of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada
| | - Lindsay Berrigan
- Department of Psychology, St Francis Xavier University, Antigonish, NS, Canada
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
| | - Sylvia Cox
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Department of Psychology, Dawson College, Montreal, QC, Canada
| | - Natalia Jaworska
- University of Ottawa Institute of Mental Health Research, Ottawa, ON, Canada
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
- Department of Cellular & Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
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Reisch AA, Bessette KL, Jenkins LM, Skerrett KA, Gabriel LB, Kling LR, Stange JP, Ryan KA, Schreiner MW, Crowell SE, Kaufman EA, Langenecker SA. Human emotion processing accuracy, negative biases, and fMRI activation are associated with childhood trauma. Front Psychiatry 2023; 14:1181785. [PMID: 37908596 PMCID: PMC10614639 DOI: 10.3389/fpsyt.2023.1181785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 09/11/2023] [Indexed: 11/02/2023] Open
Abstract
Introduction Emerging literature suggests that childhood trauma may influence facial emotion perception (FEP), with the potential to negatively bias both emotion perception and reactions to emotion-related inputs. Negative emotion perception biases are associated with a range of psychiatric and behavioral problems, potentially due or as a result of difficult social interactions. Unfortunately, there is a poor understanding of whether observed negative biases are related to childhood trauma history, depression history, or processes common to (and potentially causative of) both experiences. Methods The present cross-sectional study examines the relation between FEP and neural activation during FEP with retrospectively reported childhood trauma in young adult participants with remitted major depressive disorder (rMDD, n = 41) and without psychiatric histories (healthy controls [HC], n = 34). Accuracy of emotion categorization and negative bias errors during FEP and brain activation were each measured during exposure to fearful, angry, happy, sad, and neutral faces. We examined participant behavioral and neural responses in relation to total reported severity of childhood abuse and neglect (assessed with the Childhood Trauma Questionnaire, CTQ). Results Results corrected for multiple comparisons indicate that higher trauma scores were associated with greater likelihood of miscategorizing happy faces as angry. Activation in the right middle frontal gyrus (MFG) positively correlated with trauma scores when participants viewed faces that they correctly categorized as angry, fearful, sad, and happy. Discussion Identifying the neural mechanisms by which childhood trauma and MDD may change facial emotion perception could inform targeted prevention efforts for MDD or related interpersonal difficulties.
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Affiliation(s)
- Alexis A. Reisch
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
| | - Katie L. Bessette
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
- Department of Psychiatry and Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
| | - Lisanne M. Jenkins
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
| | - Kristy A. Skerrett
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
| | - Laura B. Gabriel
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Leah R. Kling
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
| | - Jonathan P. Stange
- Departments of Psychology and Psychiatry and the Behavioral Sciences, University of Southern California, Los Angeles, CA, United States
| | - Kelly A. Ryan
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Mindy Westlund Schreiner
- Department of Psychiatry and Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
| | - Sheila E. Crowell
- Department of Psychiatry and Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
- Department of Psychology, University of Utah, Salt Lake City, UT, United States
- Department of Obstetrics and Gynecology, University of Utah, Salt Lake City, UT, United States
| | - Erin A. Kaufman
- Department of Psychiatry and Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, United States
| | - Scott A. Langenecker
- Cognitive Neuroscience Center, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
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He K, Ji S, Sun L, Yang T, Chen L, Liu H, Wang K. Gender Differences in Facial Emotion Recognition Among Adolescents Depression with Non-Suicidal Self-Injury. Psychol Res Behav Manag 2023; 16:3531-3539. [PMID: 37675189 PMCID: PMC10479540 DOI: 10.2147/prbm.s418966] [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: 04/27/2023] [Accepted: 08/12/2023] [Indexed: 09/08/2023] Open
Abstract
Objective Despite the perception that healthy female are superior at emotional identification, it remains unclear whether gender-specific differences exist in adolescent depression and whether such specific differences in emotional recognition are associated with the most salient feature of adolescent depression---non-suicidal self-injury (NSSI). Methods In this study, 1428 adolescents (1136 females and 292 males) with depression and NSSI were examined using the Facial Emotion Recognition Task, Patient Health Questionnaire-9 (PHQ-9), and Functional Assessment of Self-mutilation questionnaire (FASM). This study was grouped by gender. Data were analyzed using the descriptive statistics, independent sample t-test, chi-square test, non-parametric test (Mann-Whitney U-test), Spearman correlation and Multiple linear regression analysis. Results Depressed females reported a significantly greater frequency of self-injurious behaviour and more severe depressive symptoms than males. Face emotion recognition was also significantly more accurate in females and was positively correlated with levels of self-injury and depression, whereas no such correlations were found in males. Among depressed adolescents, face emotion recognition is better in females and is associated with self-injurious behaviour. Conclusion This study found that the greater susceptibility to depression and NSSI among adolescent females may stem in part from superior recognition and sensitivity to the negative emotions of others.
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Affiliation(s)
- Kongliang He
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, People’s Republic of China
- Psychological Counseling Department, Hefei Fourth People’s Hospital, Hefei, 230022, People’s Republic of China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230022, People’s Republic of China
| | - Sifan Ji
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230022, People’s Republic of China
| | - Lingmin Sun
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230022, People’s Republic of China
| | - Tingting Yang
- Psychological Counseling Department, Hefei Fourth People’s Hospital, Hefei, 230022, People’s Republic of China
| | - Lu Chen
- Psychological Counseling Department, Hefei Fourth People’s Hospital, Hefei, 230022, People’s Republic of China
| | - Huanzhong Liu
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, 230022, People’s Republic of China
| | - Kai Wang
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, People’s Republic of China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230022, People’s Republic of China
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Dorsolateral prefrontal activation in depressed young adults with and without suicidal ideation during an emotional autobiographical memory task: A fNIRS study. J Affect Disord 2023; 326:216-224. [PMID: 36736791 DOI: 10.1016/j.jad.2023.01.115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/20/2023] [Accepted: 01/30/2023] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Previous studies have proved that there is a strong association between dorsolateral prefrontal cortex and mood symptoms. This study aimed at using functional near-infrared spectroscopy technology to invest brain activity in dlPFC of depressed individuals with and without suicidal ideation during emotional autobiographical memory test, and to understand their differences in brain cognitive mechanisms. It is helpful to improve our ability to predict and subsequently to prevent suicide. METHODS 85 young adults participated in the study by a simple random sampling method, with health control (34participants), depression with suicidal ideation (17participants), and depression without suicidal ideation (34participants). The average oxyhemoglobin in dlPFC of subjects during EAMT was collected by a 53-channel fNIRS imaging device. RESULTS A marginal significant difference was found between three groups in left dlPFC and right dlPFC. Post hoc analysis revealed that: (1) under negative emotion, depression without suicidal ideation group had higher activation than healthy control group in left dlPFC. (2) under positive emotion, depression with suicidal ideation group had lower activation than healthy control in right dlPFC. CONCLUSIONS Results indicated that the depressed individuals with suicidal ideation had some deficits in executive function in right dlPFC, while the depressed adults without suicidal ideation may have mechanism of resource compensatory recruitment in left dlPFC and the dlPFC abnormality involved in the pathophysiology, may localize within left hemisphere. The depressed individuals with and without suicidal ideation had the different mechanisms in dlPFC and fNIRS can be a neuroimaging biomarker characterizing or predicting suicidality in depressed individuals.
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Low rate of performance validity failures among individuals with bipolar disorder. J Int Neuropsychol Soc 2023; 29:298-305. [PMID: 35403599 DOI: 10.1017/s1355617722000145] [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] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Assessing performance validity is imperative in both clinical and research contexts as data interpretation presupposes adequate participation from examinees. Performance validity tests (PVTs) are utilized to identify instances in which results cannot be interpreted at face value. This study explored the hit rates for two frequently used PVTs in a research sample of individuals with and without histories of bipolar disorder (BD). METHOD As part of an ongoing longitudinal study of individuals with BD, we examined the performance of 736 individuals with BD and 255 individuals with no history of mental health disorder on the Test of Memory Malingering (TOMM) and the California Verbal Learning Test forced choice trial (CVLT-FC) at three time points. RESULTS Undiagnosed individuals demonstrated 100% pass rate on PVTs and individuals with BD passed over 98% of the time. A mixed effects model adjusting for relevant demographic variables revealed no significant difference in TOMM scores between the groups, a = .07, SE = .07, p = .31. On the CVLT-FC, no clinically significant differences were observed (ps < .001). CONCLUSIONS Perfect PVT scores were obtained by the majority of individuals, with no differences in failure rates between groups. The tests have approximately >98% specificity in BD and 100% specificity among non-diagnosed individuals. Further, nearly 90% of individuals with BD obtained perfect scores on both measures, a trend observed at each time point.
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Easter RE, Ryan KA, Estabrook R, Marshall DF, McInnis MG, Langenecker SA. Limited time-specific and longitudinal effects of depressive and manic symptoms on cognition in bipolar spectrum disorders. Acta Psychiatr Scand 2022; 146:430-441. [PMID: 35426440 PMCID: PMC9804834 DOI: 10.1111/acps.13436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 04/05/2022] [Accepted: 04/10/2022] [Indexed: 01/29/2023]
Abstract
OBJECTIVES Previous research suggests that cognitive performance worsens during manic and depressed states in bipolar disorder (BD). However, studies have often relied upon between-subject, cross-sectional analyses and smaller sample sizes. The current study examined the relationship between mood symptoms and cognition in a within-subject, longitudinal study with a large sample. METHODS Seven hundred and seventy-three individuals with BD completed a neuropsychological battery and mood assessments at baseline and 1-year follow-up. The battery captured eight domains of cognition: fine motor dexterity, visual memory, auditory memory, emotion processing, and four aspects of executive functioning: verbal fluency and processing speed; conceptual reasoning and set shifting; processing speed with influence resolution; and inhibitory control. Structural equation modeling was conducted to examine the cross-sectional and longitudinal relationships between depressive symptoms, manic symptoms, and cognitive performance. Age and education were included as covariates. Eight models were run with the respective cognitive domains. RESULTS Baseline mood positively predicted 1-year mood, and baseline cognition positively predicted 1-year cognition. Mood and cognition were generally not related for the eight cognitive domains. Baseline mania was predictive in one of eight baseline domains (conceptual reasoning and set shifting); baseline cognition predicted 1-year symptoms (inhibitory control-depression symptoms, visual memory-manic symptoms). CONCLUSIONS In a large community sample of patients with bipolar spectrum disorder, cognitive performance appears to be largely unrelated to depressive and manic symptoms, suggesting that cognitive dysfunction is stable in BD and is not dependent on mood state in BD. Future work could examine how treatment affects relationship between cognition and mood. SIGNIFICANT OUTCOMES Cognitive dysfunction appears to be largely independent of mood symptoms in bipolar disorder. LIMITATIONS The sample was generally highly educated (M = 15.22), the majority of the subsample with elevated manic symptoms generally presented with concurrent depressive elevated symptoms, and the study did not stratify recruitment based on mood state.
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Affiliation(s)
- Rebecca E. Easter
- Department of PsychologyUniversity of Illinois at ChicagoChicagoIllinoisUSA
| | - Kelly A. Ryan
- Department of PsychiatryUniversity of MichiganAnn ArborMichiganUSA
| | - Ryne Estabrook
- Department of PsychologyUniversity of Illinois at ChicagoChicagoIllinoisUSA
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Rubin LH, Bhattacharya D, Fuchs J, Matthews A, Abdellah S, Veenhuis RT, Langenecker SA, Weber KM, Nazarloo HP, Keating SM, Carter CS, Maki PM. Early Life Trauma and Social Processing in HIV: The Role of Neuroendocrine Factors and Inflammation. Psychosom Med 2022; 84:874-884. [PMID: 36044606 PMCID: PMC9553269 DOI: 10.1097/psy.0000000000001124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 03/17/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Early life trauma (ELT) and HIV are associated with social processing deficits. In people with HIV (PWH), we examined whether facial emotion identification accuracy differs by ELT and whether neuroendocrine factors including cortisol, oxytocin (OT), and arginine vasopressin, and/or immune system measures play a role in the ELT-performance association. METHODS We used secondary data from the placebo condition of a pharmacologic challenge study in PWH. Presence of ELT was measured with the Childhood Trauma Questionnaire (at least moderate experiences of sexual, physical, and/or emotional abuse). Social processing was measured with the Facial Emotion Perception Test (FEPT). Salivary immune system measures and cortisol were sampled across a 5-hour study session. Blood was collected at study session start (12 pm ) to measure OT and arginine vasopressin. We examined the association of ELT with FEPT and five biological moderators (from principal components analysis of 12 biomarkers) of ELT-FEPT associations. RESULTS Of 58 PWH (42 men; mean [standard deviation] age = 33.7 [8.9] years), 50% endorsed ELT. ELT-exposed PWH demonstrated lower identification accuracy across all emotional expressions (unstandardized β [ B ] = 0.13; standard error [SE] = 0.05; p = .021, d = 0.63) and had higher OT levels compared with ELT-unexposed PWH ( t(1,56) = 2.12, p = .039; d = 0.57). For total accuracy, an OT/C-reactive protein factor moderated the ELT-FEPT association ( B = 0.14; SE = 0.05; p = .014); accuracy was lower in ELT-exposed PWH versus ELT-unexposed PWH when the factor was low but not when high. Similar results were obtained for fearful, neutral, and happy faces ( p values < .05). Regardless of ELT, a myeloid migration (MCP-1/MMP-9) factor was associated with reduced accuracy ( p values < .05). CONCLUSIONS Our pilot findings suggest that ELT may alter social processing in PWH, and OT and C-reactive protein may be a target for improving social processing in ELT-exposed PWH, and myeloid migration markers may be a target in PWH more generally.
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13
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Kim JU, Bessette KL, Westlund-Schreiner M, Pocius S, Dillahunt AK, Frandsen S, Thomas L, Easter R, Skerrett K, Stange JP, Welsh RC, Langenecker SA, Koppelmans V. Relations of gray matter volume to dimensional measures of cognition and affect in mood disorders. Cortex 2022; 156:57-70. [PMID: 36191367 PMCID: PMC10150444 DOI: 10.1016/j.cortex.2022.06.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 04/05/2022] [Accepted: 06/21/2022] [Indexed: 11/03/2022]
Abstract
Understanding the relationship between brain measurements and behavioral performance is an important step in developing approaches for early identification of any psychiatric difficulties and interventions to modify these challenges. Conventional methods to identify associations between regional brain volume and behavioral measures are not optimized, either in scale, scope, or specificity. To find meaningful associations between brain and behavior with greater sensitivity and precision, we applied data-driven factor analytic models to identify and extract individual differences in latent cognitive functions embedded across several computerized cognitive tasks. Furthermore, we simultaneously utilized a keyword-based neuroimaging meta-analytic tool (i.e., NeuroSynth), restricted atlas-parcel matching, and factor-analytic models to narrow down the scope of search and to further aggregate gray matter volume (GMV) data into empirical clusters. We recruited an early adult community cross-sectional sample (Total n = 177, age 18-30) that consisted of individuals with no history of any mood disorder (healthy controls, n = 44), those with remitted major depressive disorder (rMDD, n = 104), and those with a diagnosis of bipolar disorder currently in euthymic state (eBP, n = 29). Study participants underwent structural magnetic resonance imaging (MRI) scans and separately completed behavioral testing using computerized measures. Factor-analyzing five computerized tasks used to assess aspects of cognitive and affective processing resulted in seven latent dimensions: (a) Emotional Memory, (b) Interference Resolution, (c) Reward Sensitivity, (d) Complex Inhibitory Control, (e) Facial Emotion Sensitivity, (f) Sustained attention, and (g)Simple Impulsivity/Response Style. These seven dimensions were then labeled with specific keywords which were used to create neuroanatomical maps using NeuroSynth. These masks were further subdivided into GMV clusters. Using regression, we identified GMV clusters that were predictive of individual differences across each of the aforementioned seven cognitive dimensions. We demonstrate that a dimensional approach consistent with core principles of RDoC can be utilized to identify structural variability predictive of critical dimensions of human behavior.
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14
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Wong JJ, Wong NML, Chang DHF, Qi D, Chen L, Lee TMC. Amygdala-pons connectivity is hyperactive and associated with symptom severity in depression. Commun Biol 2022; 5:574. [PMID: 35688901 PMCID: PMC9187701 DOI: 10.1038/s42003-022-03463-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 05/09/2022] [Indexed: 11/18/2022] Open
Abstract
Knowledge of the neural underpinnings of processing sad information and how it differs in people with depression could elucidate the neural mechanisms perpetuating sad mood in depression. Here, we conduct a 7 T fMRI study to delineate the neural correlates involved only in processing sad information, including pons, amygdala, and corticolimbic regions. We then conduct a 3 T fMRI study to examine the resting-state connectivity in another sample of people with and without depression. Only clinically depressed people demonstrate hyperactive amygdala–pons connectivity. Furthermore, this connectivity is related to depression symptom severity and is a significant indicator of depression. We speculate that visual sad information reinforces depressed mood and stimulates the pons, strengthening the amygdala–pons connectivity. The relationship between this connectivity and depressive symptom severity suggests that guiding one’s visual attention and processing of sad information may benefit mood regulation. A study on patients with major depressive disorder (MDD) suggests that a specific sadness-processing connection between the amygdala and pons appears to be dysfunctional among people with MDD and associated with severity of depression.
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Affiliation(s)
- Jing Jun Wong
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China.,Laboratory of Neuropsychology and Human Neuroscience, The University of Hong Kong, Hong Kong, China
| | - Nichol M L Wong
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China.,Department of Psychology, The University of Hong Kong, Hong Kong, China
| | - Dorita H F Chang
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China.,Department of Psychology, The University of Hong Kong, Hong Kong, China
| | - Di Qi
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China.,Laboratory of Neuropsychology and Human Neuroscience, The University of Hong Kong, Hong Kong, China
| | - Lin Chen
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
| | - Tatia M C Lee
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China. .,Laboratory of Neuropsychology and Human Neuroscience, The University of Hong Kong, Hong Kong, China. .,Center for Brain Science and Brain-Inspired Intelligence, Guangdong-Hong Kong-Macao Greater Bay Area, Hong Kong, China.
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15
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Langenecker SA, Westlund Schreiner M, Thomas LR, Bessette KL, DelDonno SR, Jenkins LM, Easter RE, Stange JP, Pocius SL, Dillahunt A, Love TM, Phan KL, Koppelmans V, Paulus M, Lindquist MA, Caffo B, Mickey BJ, Welsh RC. Using Network Parcels and Resting-State Networks to Estimate Correlates of Mood Disorder and Related Research Domain Criteria Constructs of Reward Responsiveness and Inhibitory Control. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2022; 7:76-84. [PMID: 34271215 PMCID: PMC8748287 DOI: 10.1016/j.bpsc.2021.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 05/14/2021] [Accepted: 06/13/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Resting-state graph-based network edges can be powerful tools for identification of mood disorders. We address whether these edges can be integrated with Research Domain Criteria (RDoC) constructs for accurate identification of mood disorder-related markers, while minimizing active symptoms of disease. METHODS We compared 132 individuals with currently remitted or euthymic mood disorder with 65 healthy comparison participants, ages 18-30 years. Subsets of smaller brain parcels, combined into three prominent networks and one network of parcels overlapping across these networks, were used to compare edge differences between groups. Consistent with the RDoC framework, we evaluated individual differences with performance measure regressors of inhibitory control and reward responsivity. Within an omnibus regression model, we predicted edges related to diagnostic group membership, performance within both RDoC domains, and relevant interactions. RESULTS There were several edges of mood disorder group, predominantly of greater connectivity across networks, different than those related to individual differences in inhibitory control and reward responsivity. Edges related to diagnosis and inhibitory control did not align well with prior literature, whereas edges in relation to reward responsivity constructs showed greater alignment with prior literature. Those edges in interaction between RDoC constructs and diagnosis showed a divergence for inhibitory control (negative interactions in default mode) relative to reward (positive interactions with salience and emotion network). CONCLUSIONS In conclusion, there is evidence that prior simple network models of mood disorders are currently of insufficient biological or diagnostic clarity or that parcel-based edges may be insufficiently sensitive for these purposes.
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Affiliation(s)
| | | | - Leah R Thomas
- Department of Psychiatry, University of Utah, Salt Lake City, Utah; Department of Psychology, University of Utah, Salt Lake City, Utah
| | - Katie L Bessette
- Department of Psychiatry, University of Utah, Salt Lake City, Utah; Department of Psychiatry & Psychology, University of Illinois at Chicago, Chicago, Illinois
| | - Sophia R DelDonno
- Department of Psychiatry & Psychology, University of Illinois at Chicago, Chicago, Illinois
| | - Lisanne M Jenkins
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Evanston, Illinois
| | - Rebecca E Easter
- Department of Psychiatry & Psychology, University of Illinois at Chicago, Chicago, Illinois
| | - Jonathan P Stange
- Department of Psychiatry & Psychology, University of Illinois at Chicago, Chicago, Illinois; Department of Psychology, University of Southern California, Los Angeles, California
| | | | - Alina Dillahunt
- Department of Psychiatry, University of Utah, Salt Lake City, Utah
| | - Tiffany M Love
- Department of Psychiatry, University of Utah, Salt Lake City, Utah
| | - K Luan Phan
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, Ohio
| | | | - Martin Paulus
- Laureate Institute for Brain Research, Tulsa, Oklahoma
| | | | - Brian Caffo
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Brian J Mickey
- Department of Psychiatry, University of Utah, Salt Lake City, Utah
| | - Robert C Welsh
- Department of Psychiatry, University of Utah, Salt Lake City, Utah
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16
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Inflammation, depressive symptoms, and emotion perception in adolescence. J Affect Disord 2021; 295:717-723. [PMID: 34517245 PMCID: PMC8551069 DOI: 10.1016/j.jad.2021.08.126] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 07/06/2021] [Accepted: 08/29/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Individuals with depression often demonstrate an altered peripheral inflammatory profile, as well as emotion perception difficulties. However, correlations of inflammation with overall depression severity are inconsistent and inflammation may only contribute to specific symptoms. Moreover, measurement of the association between inflammation and emotion perception is sparse in adolescence, despite representing a formative window of emotional development and high-risk period for depression onset. METHODS Serum interleukin (IL)-6, tumor necrosis factor (TNF)-α, and IL-1β were measured in 34 adolescents aged 12-17 with DSM-IV depressive disorders (DEP) and 29 healthy controls (HC). Participants were evaluated using the Children's Depression Rating Scale-Revised (CDRS-R) and symptom subscales were extracted based on factor analysis. Participants also completed a performance-based measure of emotion perception, the Facial Emotion Perception Test (FEPT), which assesses the accuracy of categorizing angry, fearful, sad, happy, and neutral facial emotions. RESULTS IL-6 and TNF-α correlated with reported depressed mood and somatic symptoms, respectively, but not total CDRS-R score, anhedonia or observed mood, across both DEP and HC. DEP demonstrated lower accuracy for identifying angry facial expressions. Higher IL-6 was inversely related to accuracy and discrimination of angry and neutral faces across all participants. IL-1β was associated with reduced discrimination of fearful faces. CONCLUSIONS Inflammatory markers were sensitive to affective and somatic symptoms of depression and processing of emotional threat in adolescents. In particular, IL-6 was elevated in depressed adolescents and therefore may represent a specific target for modulating depressive symptoms and emotion processing.
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17
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Cherrier MM, Shen DD, Shireman L, Saxon AJ, Simpson T, Men A, Kooner P, Terman GW. Elevated customary alcohol consumption attenuates opioid effects. Pharmacol Biochem Behav 2021; 211:173295. [PMID: 34742948 DOI: 10.1016/j.pbb.2021.173295] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 08/11/2021] [Accepted: 11/01/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Regular alcohol consumption is on the rise among older adults and has the potential of altering the subjective experience of pain and response to pain medications. This study examined the cognitive, analgesic and side effect response to oxycodone in middle age and older adults with elevated levels of customary alcohol consumption in a human laboratory setting. METHODS After refraining from alcohol for one day, eligible participants underwent baseline assessment cognition and side effects by means of questionnaires that were repeated at three time points (90 min, 5 and 8 h) following administration of a 10 mg oral dose of oxycodone. Response to pain stimulus (Cold Pressor Test (CPT)), pupil size, and plasma oxycodone were also measured. RESULTS One hundred twenty-eight adults (age 35-85) completed the study day. Compared to those with lower customary alcohol consumption, participants with elevated alcohol consumption showed attenuated opioid-induced pupil constriction and cognitive decline on objective measures of working memory, sustained attention, inhibitory control, coordination on a simulated driving task, and subjective dysphoric effects with enhanced subjective euphoric effects. Oxycodone pharmacokinetics, pain tolerance to CPT, and Berg balance were impacted comparably between alcohol consumption groups. Women endorsed greater negative drug effects, whereas men endorsed positive drug effects. CONCLUSION Independent of subject's age, elevated customary alcohol consumption attenuates opioid central effects (i.e., pupil miosis, impaired cognition) and gender influences subjective drug effects. Clinicians should consider alcohol consumption and gender when prescribing opioid medications.
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Affiliation(s)
- Monique M Cherrier
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA 98195, United States of America.
| | - Danny D Shen
- Department of Pharmaceutics, School of Pharmacy, University of Washington, Seattle, WA 98195, United States of America
| | - Laura Shireman
- Department of Pharmaceutics, School of Pharmacy, University of Washington, Seattle, WA 98195, United States of America
| | - Andrew J Saxon
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA 98195, United States of America; Center of Excellence in Substance Addiction Treatment and Education VA Puget Sound Health Care System, Seattle, WA 98108, United States of America
| | - Tracy Simpson
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA 98195, United States of America; Center of Excellence in Substance Addiction Treatment and Education VA Puget Sound Health Care System, Seattle, WA 98108, United States of America
| | - Alex Men
- Department of Pharmaceutics, School of Pharmacy, University of Washington, Seattle, WA 98195, United States of America
| | - Preetma Kooner
- Department of Anesthesiology and Pain Medicine, School of Medicine; University of Washington, Seattle, WA 98195, United States of America
| | - Gregory W Terman
- Department of Anesthesiology and Pain Medicine, School of Medicine; University of Washington, Seattle, WA 98195, United States of America
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18
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Krause FC, Linardatos E, Fresco DM, Moore MT. Facial emotion recognition in major depressive disorder: A meta-analytic review. J Affect Disord 2021; 293:320-328. [PMID: 34229285 PMCID: PMC8457509 DOI: 10.1016/j.jad.2021.06.053] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 05/03/2021] [Accepted: 06/19/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) has been associated with difficulties in social and interpersonal functioning. Deficits in emotion processing may contribute to the development and maintenance of interpersonal difficulties in MDD. Although some studies have found that MDD is associated with deficits in recognition of emotion in faces, other studies have failed to find any impairment. METHODS The present meta-analysis of 23 studies, with 516 dysthymic/depressed participants and 614 euthymic control participants, examined facial emotion recognition accuracy in MDD. Several potential moderators were investigated, including type of emotion, symptom severity, patient status, method of diagnosis, type of stimulus, and stimulus duration. RESULTS Results showed that participants with MDD in inpatient settings (Hedges' g = -0.35) and with severe levels of symptom severity (g = -0.42) were less accurate in recognizing happy facial expressions of emotion (g = -0.25) compared to participants in outpatient settings (g = -0.24) and with mild symptoms of depression (g = -0.17). Studies that presented stimuli for longer durations (g = -0.26) tended to find lower accuracy levels in dysthymic/depressed, relative to euthymic, participants. LIMITATIONS Limitations include a lack of studies which examined gender identity, as well as other potential moderators. CONCLUSIONS Results of the current study support the existence of a broad facial emotion recognition deficit in individuals suffering from unipolar depression. Clinicians should be mindful of this and other research which suggests broad-based deficits in various forms of information processing, including attention, perception, and memory in depression.
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19
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Kamkwalala AR, Maki PM, Langenecker SA, Phan KL, Weber KM, Rubin LH. Sex-specific effects of low-dose hydrocortisone on threat detection in HIV. J Neurovirol 2021; 27:716-726. [PMID: 34559394 PMCID: PMC10478032 DOI: 10.1007/s13365-021-01007-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 07/15/2021] [Accepted: 08/03/2021] [Indexed: 10/20/2022]
Abstract
One sex differences in the perception of emotion is that females, particularly those with high anxiety, often show heightened identification of fearful faces. To better understand the causal role of glucocorticoids in this sex difference, we examine these associations in people with HIV(PWH) where emotion perception is impaired and mental health disorders are frequent. In a double-blind, placebo-controlled, cross-over study, we used a single low-dose of hydrocortisone (10 mg; LDH) as a mechanistic probe of the effects of elevated glucocorticoids on negative emotion perception in 65 PWH (31 women). The primary outcome was accuracy in identifying emotional expressions on the Facial Emotion Perception Test (FEPT). Salivary cortisol, self-reported stress/anxiety, and childhood trauma were also assessed. LDH increased salivary cortisol levels versus placebo. The effect of LDH versus placebo on FEPT accuracy depended on the combined influence of facial expression and sex (P = 0.03). LDH influenced accuracy only for women (P = 0.03), specifically for fearful faces (Cohen's d = 0.44, P = 0.04). Women's enhanced threat detection varied with psychological burden (mood, anxiety, and post-traumatic stress symptoms), more pronounced among those with lower burden and trauma (P < 0.05). This result suggests a role of the HPA axis in sex differences for perception of fearful faces in women with HIV, potentially due to changes in glucocorticoid receptor availability/activity, or improved integration of signals from facial recognition and emotion processing regions. The blunting of this effect in men and in individuals with more severe trauma suggests that the mechanisms underlying threat detection differ by sex and trauma history and warrant further investigation.
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Affiliation(s)
- Asante R Kamkwalala
- Department of Neurology, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Meyer 6-113a, Baltimore, MD, 21287, USA
| | - Pauline M Maki
- Departments of Psychiatry, Psychology, and OB/GYN University of Illinois At Chicago, IL, Chicago, USA
| | | | - K Luan Phan
- Department of Psychiatry, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Kathleen M Weber
- CORE Center, Cook County Health and Hektoen Institute of Medicine, Chicago, IL, USA
| | - Leah H Rubin
- Department of Neurology, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Meyer 6-113a, Baltimore, MD, 21287, USA.
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
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20
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Broomell AP, Savla J, Calkins SD, Bell MA. Infant electroencephalogram coherence and early childhood inhibitory control: Foundations for social cognition in late childhood. Dev Psychol 2021; 57:1439-1451. [PMID: 34929089 PMCID: PMC8688835 DOI: 10.1037/dev0001241] [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] [Indexed: 11/08/2022]
Abstract
Social cognition is a set of complex processes that mediate much of human behavior. The development of these skills is related to and interdependent on other cognitive processes, particularly inhibitory control. Brain regions associated with inhibitory control and social cognition overlap functionally and structurally, especially with respect to frontal brain areas. We proposed that the neural foundations of inhibitory control and social cognition are measurable in infancy. We used structural equation modeling and showed that 10-month frontotemporal neuroconnectivity measured using electroencephalogram coherence predicts social cognition at 9 years of age through age-4 inhibitory control. These findings provide insight into the neurodevelopmental trajectory of cognition and suggest that connectivity from frontal regions to other parts of the brain is a foundation for the development of these skills. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
| | - Jyoti Savla
- Department of Human Development and Family Science, Virginia Tech
| | - Susan D. Calkins
- Department of Human Development and Family Studies, University of North Carolina at Greensboro
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21
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Berman NC, Hezel DM, Wilhelm S. Is my patient too sad to approach their fear? Depression severity and imaginal exposure outcomes for patients with OCD. J Behav Ther Exp Psychiatry 2021; 70:101615. [PMID: 32937237 DOI: 10.1016/j.jbtep.2020.101615] [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] [Received: 09/10/2019] [Revised: 07/21/2020] [Accepted: 09/03/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND OBJECTIVES There is conflicting research on how comorbid depression impacts the treatment of obsessive compulsive disorder (OCD) with exposure with response prevention. To better understand this relationship, the current study tests theoretical claims that greater depression limits motivation to engage in exposures, restricts habituation, and interferes with adaptive learning. METHODS Fifty-one individuals with OCD completed a diagnostic interview and self-report questionnaires assessing depression symptom severity and then participated in a standardized imaginal exposure protocol, in which they repeatedly approached an idiosyncratic fear deemed "moderately anxiety-provoking." RESULTS Contrary to expectations, linear regression models indicated that depression symptom severity was not independently associated with motivation, subjective or objective within-session habituation or adaptive learning outcomes. However, the perceived likelihood of the best-case scenario occurring as a result of the exposure moderated the relationship between depression severity and motivation to engage in the exposure exercise. LIMITATIONS Use of a one-session exposure protocol precludes conclusions regarding how depression is associated with outcomes in a full ERP treatment. CONCLUSIONS Depression symptom severity was not independently associated with motivation, habituation, or adaptive learning. The observed non-significant effects suggest that degree of depression, on its own, is not a meaningful indicator of how patients with OCD will fare an exposure intervention.
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Affiliation(s)
- Noah Chase Berman
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, OCD and Related Disorders, 185 Cambridge Street, Suite 2000, Boston, MA, 02114, USA; Psychology Department, College of the Holy Cross, 1 College St., Beaven Hall, PO Box 38A, Worcester, MA, 01610, USA.
| | - Dianne M Hezel
- Center for Obsessive-Compulsive Treatment and Related Disorders, New York State Psychiatric Institute, Department of Psychiatry, Columbia University, 1051 Riverside Drive, Unit #69, New York, NY, 10032, USA
| | - Sabine Wilhelm
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, OCD and Related Disorders, 185 Cambridge Street, Suite 2000, Boston, MA, 02114, USA
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22
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Camacho-Conde JA, Galán-López JM. Depression and Cognitive Impairment in Institutionalized Older Adults. Dement Geriatr Cogn Disord 2021; 49:107-120. [PMID: 32634807 DOI: 10.1159/000508626] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 05/11/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND In the last three decades, the relationship between depression and cognition in geriatric patients has been a popular topic among researchers and clinicians. Clinical and epidemiological research has focused on the identification of risk factors that could be modified in pre-dementia syndromes, at a preclinical and early clinical stage of dementia disorders, with specific attention to the role of depression. The objective of this work was to determine the relationship between depressive disorder and cognitive deterioration in institutionalized older adults. METHODS In this descriptive, correlational study, data were gathered from two nursing homes in the province of Jaen (Spain), from a random sample of 140 older adults (70 nondependent and 70 dependent). The variables were measured using comprehensive geriatric assessment, the Cambridge Cognitive Test (CAMCOG), and the Geriatric Depression Scale (GDS). RESULTS Depression was correlated with cognitive level in the nondependent older adult sample (r = -0.471, p = 0.004). Age was inversely associated with the score obtained in the CAMCOG of the nondependent older adult sample (r = -0.352, p = 0.038). The functional capacity in several activities of daily living was correlated with the score obtained in the CAMCOG in each of the two groups. Depression was more prevalent in the dependent than in the nondependent older adults (82.85 vs. 57.14%). No association was observed between institutionalization time and the score obtained on the cognitive and affective scales (GDS and CAMCOG) in both groups (GDS-nondependent, r = -0.209, p = 0.234; CAMCOG-nondependent, r = 0.007, p = 0.967; GDS-dependent, r = 0.251, p = 0.152; CAMCOG-dependent, r = -0.021, p = 0.907). CONCLUSION Depressive symptomatology is associated with cognitive deterioration. Depression is prevalent in institutions that care for older, more dependent adults.
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Mohan SN, Mukhtar F, Jobson L. An Exploratory Study on Cross-Cultural Differences in Facial Emotion Recognition Between Adults From Malaysia and Australia. Front Psychiatry 2021; 12:622077. [PMID: 34177636 PMCID: PMC8219914 DOI: 10.3389/fpsyt.2021.622077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 05/07/2021] [Indexed: 01/29/2023] Open
Abstract
While culture and depression influence the way in which humans process emotion, these two areas of investigation are rarely combined. Therefore, the aim of this study was to investigate the difference in facial emotion recognition among Malaysian Malays and Australians with a European heritage with and without depression. A total of 88 participants took part in this study (Malays n = 47, Australians n = 41). All participants were screened using The Structured Clinical Interview for DSM-5 Clinician Version (SCID-5-CV) to assess the Major Depressive Disorder (MDD) diagnosis and they also completed the Beck Depression Inventory (BDI). This study consisted of the facial emotion recognition (FER) task whereby the participants were asked to look at facial images and determine the emotion depicted by each of the facial expressions. It was found that depression status and cultural group did not significantly influence overall FER accuracy. Malaysian participants without MDD and Australian participants with MDD performed quicker as compared to Australian participants without MDD on the FER task. Also, Malaysian participants more accurately recognized fear as compared to Australian participants. Future studies can focus on the extent of the influence and other aspects of culture and participant condition on facial emotion recognition.
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Affiliation(s)
- Sindhu Nair Mohan
- Department of Psychiatry, School of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Firdaus Mukhtar
- Department of Psychiatry, School of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Laura Jobson
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
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Bessette KL, Karstens AJ, Crane NA, Peters AT, Stange JP, Elverman KH, Morimoto SS, Weisenbach SL, Langenecker SA. A Lifespan Model of Interference Resolution and Inhibitory Control: Risk for Depression and Changes with Illness Progression. Neuropsychol Rev 2020; 30:477-498. [PMID: 31942706 PMCID: PMC7363517 DOI: 10.1007/s11065-019-09424-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 12/06/2019] [Indexed: 12/20/2022]
Abstract
The cognitive processes involved in inhibitory control accuracy (IC) and interference resolution speed (IR) or broadly - inhibition - are discussed in this review, and both are described within the context of a lifespan model of mood disorders. Inhibitory control (IC) is a binary outcome (success or no for response selection and inhibition of unwanted responses) for any given event that is influenced to an extent by IR. IR refers to the process of inhibition, which can be manipulated by task design in earlier and later stages through use of distractors and timing, and manipulation of individual differences in response proclivity. We describe the development of these two processes across the lifespan, noting factors that influence this development (e.g., environment, adversity and stress) as well as inherent difficulties in assessing IC/IR prior to adulthood (e.g., cross-informant reports). We use mood disorders as an illustrative example of how this multidimensional construct can be informative to state, trait, vulnerability and neuroprogression of disease. We present aggregated data across numerous studies and methodologies to examine the lifelong development and degradation of this subconstruct of executive function, particularly in mood disorders. We highlight the challenges in identifying and measuring IC/IR in late life, including specificity to complex, comorbid disease processes. Finally, we discuss some potential avenues for treatment and accommodation of these difficulties across the lifespan, including newer treatments using cognitive remediation training and neuromodulation.
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Affiliation(s)
- Katie L Bessette
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Aimee J Karstens
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Natania A Crane
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Amy T Peters
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| | - Jonathan P Stange
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Kathleen H Elverman
- Neuropsychology Center, Aurora St. Luke's Medical Center, Milwaukee, WI, USA
| | - Sarah Shizuko Morimoto
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Sara L Weisenbach
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
- Mental Health Services, VA Salt Lake City, Salt Lake City, UT, USA
| | - Scott A Langenecker
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA.
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA.
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Brain potentials reveal reduced attention and error-processing during a monetary Go/No-Go task in procrastination. Sci Rep 2020; 10:19678. [PMID: 33184299 PMCID: PMC7661523 DOI: 10.1038/s41598-020-75311-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 10/13/2020] [Indexed: 01/31/2023] Open
Abstract
Procrastination is a self-regulatory problem of voluntarily and destructively delaying intended and necessary or personally important tasks. Previous studies showed that procrastination is associated with executive dysfunctions that seem to be particularly strong in punishing contexts. In the present event-related potential (ERP) study a monetary version of the parametric Go/No-Go task was performed by high and low academic procrastinators to verify the influence of motivational context (reward vs. punishment expectation) and task difficulty (easy vs. hard) on procrastination-related executive dysfunctions. The results revealed increased post-error slowing along with reduced P300 and error-related negativity (ERN) amplitudes in high (vs. low) procrastination participants—effects that indicate impaired attention and error-related processing in this group. This pattern of results did not differ as a function of task difficulty and motivation condition. However, when the task got more difficult executive attention deficits became even more apparent at the behavioral level in high procrastinators, as indexed by increased reaction time variability. The findings substantiate prior preliminary evidence that procrastinators show difficulties in certain aspects of executive functioning (in attention and error processing) during execution of task-relevant behavior, which may be more apparent in highly demanding situations.
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Suchy Y, Brothers S, Mullen CM, Niermeyer MA. Chronic versus recent expressive suppression burdens are differentially associated with cognitive performance among older adults. J Clin Exp Neuropsychol 2020; 42:834-848. [PMID: 32951515 DOI: 10.1080/13803395.2020.1817862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Introduction: Expressive suppression (ES; suppression of affective behavior) has been shown to have a deleterious impact on subsequently administered tests of executive functions (EF), threatening validity, and reliability of EF assessment. Past research has shown that recent ES (i.e., across 24 hours prior to testing) and chronic ES (i.e., across 2 weeks prior to testing) have differential impact on test performance. The present study compared the association of chronic vs. recent ES with speed vs. accuracy of performance on tests of EF and tests of lower-order processes. METHOD Participants were 255 community-dwelling older adults aged 60 and older. Participants completed timed subtests of the Delis-Kaplan Executive Function System and the Burden of State Emotion Regulation Questionnaire. RESULTS Hierarchical linear regressions examined the contributions of chronic vs. recent ES to test performance. Recent ES was related to scores of both speed and accuracy on EF tests. The association between recent ES and EF errors held beyond covariates (i.e., chronic ES, demographics, depression, and general cognitive status). In contrast, the association between recent ES and EF speed was fully explained by EF error scores. Chronic ES was associated only with speed of performance and only on lower-order tasks, but this relationship did not survive correction for cognitive, psychiatric, and demographic factors. CONCLUSIONS Recent ES appears to be a risk factor for EF lapses. Chronic ES, while related to performance speed, seems to also relate to several other cognitive, psychiatric, and demographic factors, which themselves explain slower information processing.
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Affiliation(s)
- Yana Suchy
- Department of Psychology, University of Utah , Salt Lake City, UT, USA
| | - Stacey Brothers
- Department of Psychology, University of Utah , Salt Lake City, UT, USA
| | - Christine M Mullen
- Department of Physical Medicine & Rehabilitation, University of Utah , Salt Lake City, UT, USA
| | - Madison A Niermeyer
- Department of Physical Medicine & Rehabilitation, University of Utah , Salt Lake City, UT, USA
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Light SN, Bieliauskas LA, Taylor SF. Measuring change in anhedonia using the "Happy Faces" task pre- to post-repetitive transcranial magnetic stimulation (rTMS) treatment to left dorsolateral prefrontal cortex in Major Depressive Disorder (MDD): relation to empathic happiness. Transl Psychiatry 2019; 9:217. [PMID: 31481688 PMCID: PMC6722063 DOI: 10.1038/s41398-019-0549-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 06/30/2019] [Accepted: 07/17/2019] [Indexed: 01/10/2023] Open
Abstract
We investigated whether repetitive transcranial magnetic stimulation (rTMS) to the left dorsolateral prefrontal cortex (DLPFC) would reduce anhedonia in a sample of 19 depressed adults (Mage = 45.21, SD = 11.21, 63% women) randomized to either active or sham rTMS. To track anhedonia, patients completed the Snaith-Hamilton Pleasure Scale (SHAPS)1 and a novel behavioral task called "Happy Faces," which required patients to interpret neutral versus various intensities of positively valenced human facial expressions. Patients had to indicate dichotomously whether any degree of positive emotion was expressed. We expected that more anhedonic patients would struggle most with low intensity happy faces; often incorrectly calling them neutral. Patients also completed a self-report measure of "empathic happiness"-i.e., vicarious joy. Measures were completed pre- to post-treatment. Results indicate rTMS to DLPFC related to improvement in interpretation of subtle forms of happiness in active rTMS patients relative to sham. Furthermore, empathic happiness and anhedonia score were significantly antagonistic across all patients.
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Affiliation(s)
- Sharee N. Light
- 0000 0004 1936 7400grid.256304.6Positive Affective Neuroscience Laboratory, Department of Psychology, Georgia State University, 140 Decatur Street, Atlanta, GA 30303 USA
| | - Linas A. Bieliauskas
- 0000000086837370grid.214458.eNeuropsychology Section, Department of Psychiatry, University of Michigan Medical School, 2101 Commonwealth Blvd, Suite C, Ann Arbor, MI 48105 USA
| | - Stephan F. Taylor
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan Medical School, Rachel Upjohn Building, 4250 Plymouth Rd., Ann Arbor, MI 48109-2700 USA
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Cerny BM, Stange JP, Kling LR, Hamlat EJ, O’Donnell LA, Deveney C, Langenecker SA. Self-reported affective biases, but not all affective performance biases, are present in depression remission. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2019; 58:274-288. [PMID: 30854675 PMCID: PMC6682436 DOI: 10.1111/bjc.12217] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 01/17/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Individuals with active major depressive disorder (MDD) have shown affective biases in cognitive flexibility and memory, particularly for negatively valenced stimuli. We evaluated whether impairments in affective flexibility would remain even during remission (rMDD), potentially representing trait- or scar-like effects of illness. METHOD Participants completed the Emotion Card Sort Test (ECST), a measure of cognitive flexibility containing emotionally valenced stimuli, and the Emotion Word Stimulus Test (EWST), a measure of affective biases in delayed recall and recognition memory, and several self-report measures. RESULTS Healthy controls (HCs; n = 35) and individuals with rMDD (n = 93) did not differ on performance for any of the three word types on the ECST or EWT. However, individuals with rMDD demonstrated greater negative bias on EWT recognition trials relative to HCs (d = .36). On self-report measures, individuals with rMDD exhibited greater levels of neuroticism, problems with attentional control, pessimistic attributional style, and negative automatic thoughts compared to HCs. CONCLUSIONS These results provide initial evidence that some performance, but not self-reported, indices of affective bias may improve during remission from MDD. Results of this study could suggest that some components of affective bias may represent state feature of illness and others trait-like risk or scar features. PRACTITIONER POINTS This study suggests that self-reported affective biases may persist in remission of major depressive disorder (rMDD). Affective attentional biases and affective memory biases were not demonstrated in individuals with rMDD, with the exception of a bias for recognizing negatively versus neutrally valenced stimuli. CAUTIONS OR LIMITATIONS A limitation of this study was its cross-sectional design. Under ideal conditions, the same individuals would be studied in both the active and remitted phases of illness. Another limitation of this study was the smaller number of healthy controls relative to individuals with rMDD.
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Stange JP, Jenkins LM, Bessette KL, Kling LR, Bark JS, Shepard R, Hamlat EJ, DelDonno S, Phan KL, Passarotti AM, Ajilore O, Langenecker SA. Predictors of Attrition in Longitudinal Neuroimaging Research: Inhibitory Control, Head Movement, and Resting-State Functional Connectivity. Brain Connect 2019; 8:527-536. [PMID: 30411975 DOI: 10.1089/brain.2018.0619] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Attrition is a major problem in longitudinal neuroimaging studies, as it may lead to unreliable estimates of the stability of trait-like processes over time, of the identification of risk factors for clinical outcomes, and of the effects of treatment. Identification of characteristics associated with attrition has implications for participant recruitment and participant retention to achieve representative longitudinal samples. We investigated inhibitory control deficits, head motion, and resting-state functional connectivity within the cognitive control network (CCN) as predictors of attrition. Ninety-seven individuals with remitted major depressive disorder or healthy controls completed a functional magnetic resonance imaging scan, which included a go/no-go task and resting-state functional connectivity. Approximately 2 months later, participants were contacted and invited to return for a second scan. Seventeen individuals were lost to follow-up or declined to participate in the follow-up scan. Worse inhibitory control was correlated with greater movement within the scanner, and each predicted a greater likelihood of attrition, with movement mediating the effects of inhibitory control on attrition. Individuals who dropped out of the study exhibited greater movement than nondropouts across 9 of the 14 runs of the scan, with medium-to-large effect sizes. Finally, exploratory analyses suggested that attenuated resting-state connectivity with the CCN (particularly in bilateral dorsolateral prefrontal cortex) was associated with greater likelihood of attrition after accounting for head motion at several levels of analysis. Inhibitory control and movement within the scanner are associated with attrition, and should be considered for strategic oversampling and participant retention strategies to ensure generalizability of results in longitudinal studies.
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Affiliation(s)
- Jonathan P Stange
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | | | - Katie L Bessette
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - Leah R Kling
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - John S Bark
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - Robert Shepard
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - Elissa J Hamlat
- 3 University of Illinois Urbana-Champaign , Urbana, Illinois
| | - Sophie DelDonno
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - K Luan Phan
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | | | - Olusola Ajilore
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
| | - Scott A Langenecker
- 1 Department of Psychiatry, University of Illinois at Chicago , Chicago, Illinois
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Eddy CM. What Do You Have in Mind? Measures to Assess Mental State Reasoning in Neuropsychiatric Populations. Front Psychiatry 2019; 10:425. [PMID: 31354534 PMCID: PMC6636467 DOI: 10.3389/fpsyt.2019.00425] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 05/29/2019] [Indexed: 12/12/2022] Open
Abstract
Social interaction is closely associated with both functional capacity and well-being. Previous research has not only revealed evidence of social dysfunction in individuals with a wide range of psychiatric and neurological disorders but also generated an abundance of potential measures for assessing social cognition. This review explores the most popular measures used within neuropsychiatric populations to investigate the ability to recognize or reason about the mental states of others. Measures are also critically analyzed in terms of strengths and limitations to aid task selection in future clinical studies. The most frequently applied assessment tools use verbal, visual or audiovisual forms of presentation and assess recognition of mental states from facial features, self-rated empathy, the understanding of other's cognitive mental states such as beliefs and intentions, or the ability to combine knowledge of other's thoughts and emotions in order to understand subtle communications or socially inappropriate behavior. Key weaknesses of previous research include limited investigation of relationships with clinical symptoms, and underutilization of measures of everyday social functioning that offer a useful counterpart to traditional "lab" tasks. Future studies should aim to carefully select measures not only based on the range of skills to be assessed but also taking into account potential difficulties with interpretation and the need to gain insight into the application of social cognitive skills as well as ability per se. Some of the best measures include those with well-matched control trials (e.g., Yoni Task) or those that restrict the influence of verbal deficits (e.g., intentions comic strip task), elicit spontaneous mentalizing (e.g., Animations Task), and possess greater ecological validity (e.g., Movie for the Assessment of Social Cognition). Social cognitive research within psychiatric populations will be further enhanced through the development of more closely matched control tasks, and the exploration of relationships between task performance, medication, strategy use, and broader emotional and motor functions.
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Affiliation(s)
- Clare M. Eddy
- Research and Innovation, BSMHFT National Centre for Mental Health, Birmingham, United Kingdom
- Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom
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Karstens AJ, Korzun I, Avery ET, Kassel MT, Keelan R, Kales H, Abercrombie H, Eisenlohr-Moul T, Langenecker SA, Weisenbach S. Examining HPA-axis functioning as a mediator of the relationship between depression and cognition across the adult lifespan. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2019; 26:507-520. [PMID: 29993318 PMCID: PMC6329657 DOI: 10.1080/13825585.2018.1495309] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 06/22/2018] [Indexed: 10/28/2022]
Abstract
Altered HPA-axis functioning is a hypothesized mechanism for worsened cognition in depression. The current study examines the indirect effects of depression on processing speed, executive functioning, and memory as a function of the HPA-axis. 38 individuals with a depression diagnosis and 50 healthy controls (HCs) aged 18-86 underwent neuropsychological testing and at-home diurnal salivary cortisol collection. Depression was assessed via structured clinical interviews and rating scales. Cognitive composite scores were derived from factor analysis. Daytime cortisol exposure was estimated using area under the curve (AUC). Depression was associated with higher cortisol levels and slower processing speed . A significant suppression effect of AUC was present on the relationship between depression and processing speed. Limitations include the cross-sectional design and limited sample heterogeneity. Though poorly modulated HPA-axis is one proposed mechanism of cognitive alterations in depression, our results did not support this conclusion for processing speed. Alternative mechanisms should be considered to inform interventions to target cognitive alterations in depression.
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Affiliation(s)
- Aimee James Karstens
- University of Illinois at Chicago, Departments of Psychology & Psychiatry, Chicago, IL
| | - Inez Korzun
- University of Illinois at Chicago, Department of Neuroscience, Chicago, IL
| | - Erich T. Avery
- University of Michigan, Department of Psychiatry, Ann Arbor, MI
| | | | - Rachel Keelan
- University of Michigan, Department of Psychiatry, Ann Arbor, MI
- James A Haley VA, Tampa, FL
| | - Helen Kales
- University of Michigan, Department of Psychiatry, Ann Arbor, MI
| | | | - Tory Eisenlohr-Moul
- University of Illinois at Chicago, Departments of Psychology & Psychiatry, Chicago, IL
| | - Scott A. Langenecker
- University of Illinois at Chicago, Departments of Psychology & Psychiatry, Chicago, IL
- University of Michigan, Department of Psychiatry, Ann Arbor, MI
| | - Sara Weisenbach
- University of Illinois at Chicago, Departments of Psychology & Psychiatry, Chicago, IL
- University of Michigan, Department of Psychiatry, Ann Arbor, MI
- University of Utah, Department of Psychiatry, Salt Lake City, UT
- VA Salt Lake City, Mental Health Service, Salt Lake City, UT
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Langenecker SA, Klumpp H, Peters AT, Crane NA, DelDonno SR, Bessette KL, Ajilore O, Leow A, Shankman SA, Walker SJ, Ransom MT, Hsu DT, Phan KL, Zubieta JK, Mickey BJ, Stange JP. Multidimensional imaging techniques for prediction of treatment response in major depressive disorder. Prog Neuropsychopharmacol Biol Psychiatry 2019; 91:38-48. [PMID: 30009871 PMCID: PMC6556149 DOI: 10.1016/j.pnpbp.2018.07.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/31/2018] [Accepted: 07/03/2018] [Indexed: 12/21/2022]
Abstract
A large number of studies have attempted to use neuroimaging tools to aid in treatment prediction models for major depressive disorder (MDD). Most such studies have reported on only one dimension of function and prediction at a time. In this study, we used three different tasks across domains of function (emotion processing, reward anticipation, and cognitive control, plus resting state connectivity completed prior to start of medication to predict treatment response in 13-36 adults with MDD. For each experiment, adults with MDD were prescribed only label duloxetine (all experiments), whereas another subset were prescribed escitalopram. We used a KeyNet (both Task derived masks and Key intrinsic Network derived masks) approach to targeting brain systems in a specific match to tasks. The most robust predictors were (Dichter et al., 2010) positive response to anger and (Gong et al., 2011) negative response to fear within relevant anger and fear TaskNets and Salience and Emotion KeyNet (Langenecker et al., 2018) cognitive control (correct rejections) within Inhibition TaskNet (negative) and Cognitive Control KeyNet (positive). Resting state analyses were most robust for Cognitive control Network (positive) and Salience and Emotion Network (negative). Results differed by whether an -fwhm or -acf (more conservative) adjustment for multiple comparisons was used. Together, these results implicate the importance of future studies with larger sample sizes, multidimensional predictive models, and the importance of using empirically derived masks for search areas.
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Affiliation(s)
| | - Heide Klumpp
- University of Illinois at Chicago,University of Michigan
| | | | | | | | | | | | | | | | - Sara J. Walker
- University of Michigan,University of Oregon Health Sciences
| | | | | | - K. Luan Phan
- University of Illinois at Chicago,University of Michigan
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Bomfim AJDL, Ribeiro RADS, Chagas MHN. Recognition of dynamic and static facial expressions of emotion among older adults with major depression. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2019; 41:159-166. [PMID: 30942267 DOI: 10.1590/2237-6089-2018-0054] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 11/07/2018] [Indexed: 11/22/2022]
Abstract
INTRODUCTION The recognition of facial expressions of emotion is essential to living in society. However, individuals with major depression tend to interpret information considered imprecise in a negative light, which can exert a direct effect on their capacity to decode social stimuli. OBJECTIVE To compare basic facial expression recognition skills during tasks with static and dynamic stimuli in older adults with and without major depression. METHODS Older adults were selected through a screening process for psychiatric disorders at a primary care service. Psychiatric evaluations were performed using criteria from the Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5). Twenty-three adults with a diagnosis of depression and 23 older adults without a psychiatric diagnosis were asked to perform two facial emotion recognition tasks using static and dynamic stimuli. RESULTS Individuals with major depression demonstrated greater accuracy in recognizing sadness (p=0.023) and anger (p=0.024) during the task with static stimuli and less accuracy in recognizing happiness during the task with dynamic stimuli (p=0.020). The impairment was mainly related to the recognition of emotions of lower intensity. CONCLUSIONS The performance of older adults with depression in facial expression recognition tasks with static and dynamic stimuli differs from that of older adults without depression, with greater accuracy regarding negative emotions (sadness and anger) and lower accuracy regarding the recognition of happiness.
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Affiliation(s)
| | | | - Marcos Hortes Nisihara Chagas
- Departamento de Psicologia, Universidade Federal de São Carlos, São Carlos, SP, Brazil.,Departamento de Gerontologia, Universidade Federal de São Carlos, São Carlos, SP, Brazil
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Langenecker SA, Mickey BJ, Eichhammer P, Sen S, Elverman KH, Kennedy SE, Heitzeg MM, Ribeiro SM, Love TM, Hsu DT, Koeppe RA, Watson SJ, Akil H, Goldman D, Burmeister M, Zubieta JK. Cognitive Control as a 5-HT 1A-Based Domain That Is Disrupted in Major Depressive Disorder. Front Psychol 2019; 10:691. [PMID: 30984083 PMCID: PMC6450211 DOI: 10.3389/fpsyg.2019.00691] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/12/2019] [Indexed: 12/21/2022] Open
Abstract
Heterogeneity within Major Depressive Disorder (MDD) has hampered identification of biological markers (e.g., intermediate phenotypes, IPs) that might increase risk for the disorder or reflect closer links to the genes underlying the disease process. The newer characterizations of dimensions of MDD within Research Domain Criteria (RDoC) domains may align well with the goal of defining IPs. We compare a sample of 25 individuals with MDD compared to 29 age and education matched controls in multimodal assessment. The multimodal RDoC assessment included the primary IP biomarker, positron emission tomography (PET) with a selective radiotracer for 5-HT1A [(11C)WAY-100635], as well as event-related functional MRI with a Go/No-go task targeting the Cognitive Control network, neuropsychological assessment of affective perception, negative memory bias and Cognitive Control domains. There was also an exploratory genetic analysis with the serotonin transporter (5-HTTLPR) and monamine oxidase A (MAO-A) genes. In regression analyses, lower 5-HT1A binding potential (BP) in the MDD group was related to diminished engagement of the Cognitive Control network, slowed resolution of interfering cognitive stimuli, one element of Cognitive Control. In contrast, higher/normative levels of 5-HT1A BP in MDD (only) was related to a substantial memory bias toward negative information, but intact resolution of interfering cognitive stimuli and greater engagement of Cognitive Control circuitry. The serotonin transporter risk allele was associated with lower 1a BP and the corresponding imaging and cognitive IPs in MDD. Lowered 5HT 1a BP was present in half of the MDD group relative to the control group. Lowered 5HT 1a BP may represent a subtype including decreased engagement of Cognitive Control network and impaired resolution of interfering cognitive stimuli. Future investigations might link lowered 1a BP to neurobiological pathways and markers, as well as probing subtype-specific treatment targets.
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Affiliation(s)
- Scott A. Langenecker
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Brian J. Mickey
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Peter Eichhammer
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Srijan Sen
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | | | - Susan E. Kennedy
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Mary M. Heitzeg
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Saulo M. Ribeiro
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Tiffany M. Love
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - David T. Hsu
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Robert A. Koeppe
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Stanley J. Watson
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Huda Akil
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - David Goldman
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, United States
| | - Margit Burmeister
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Jon-Kar Zubieta
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
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Hymen EA, Rao JA, Peters AT, Jenkins LM, Weisenbach SL, Kassel MT, Farah LB, Skerrett KA, Haywood JT, Angers K, Pester B, Baker A, Zubieta JK, Ryan KA, Langenecker SA. Memory differences by sex, but not by previous diagnosis of major depressive disorder. APPLIED NEUROPSYCHOLOGY-ADULT 2019; 27:134-142. [PMID: 30811264 DOI: 10.1080/23279095.2018.1496334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Memory difficulties are consistently reported in Major Depressive Disorder (MDD). Nonetheless, it has not been thoroughly investigated as to whether these deficits persist during remission from MDD. A group of 32 healthy young adults with no history of a mood disorder (Mage = 20.8, SD = 2.1) and 62 remitted depressed young adults (Mage = 21.1, SD = 1.9) completed a neuropsychological battery. The test battery included two measures of nonverbal memory, two measures of verbal memory, and a measure of performance validity. The testing session was repeated three to six weeks later to determine performance stability. No differences were found between healthy controls and remitted depressed patients in either memory domain (all ps > .05) and improvement in performance was exhibited over time for both groups (p = 0.004). Potential practice effects are examined. We found a stronger performance for women than men (p = 0.003), particularly for the Semantic List Learning Task (SLLT) (p = .047). Verbal and nonverbal memory and effort may not be impacted in those who are in a remitted state of MDD, early in the course of the illness. Women demonstrated auditory memory superiority over men, similar to prior research.
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Affiliation(s)
- Erica A Hymen
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Julia A Rao
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Amy T Peters
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Lisanne M Jenkins
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Sara L Weisenbach
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA.,Jesse Brown Veterans Administration Hospital Research & Development Program, Chicago, Illinois, USA
| | - Michelle T Kassel
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Laura B Farah
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Kristy A Skerrett
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Joshua T Haywood
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Kaley Angers
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Bethany Pester
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Amanda Baker
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Jon-Kar Zubieta
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Kelly A Ryan
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
| | - Scott A Langenecker
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, Michigan, USA
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Jenkins LM, Stange JP, Bessette KL, Chang YS, Corwin SD, Skerrett KA, Patrón VG, Zubieta JK, Crane NA, Passarotti AM, Pine DS, Langenecker SA. Differential engagement of cognitive control regions and subgenual cingulate based upon presence or absence of comorbid anxiety with depression. J Affect Disord 2018; 241:371-380. [PMID: 30145507 PMCID: PMC6237191 DOI: 10.1016/j.jad.2018.07.082] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 05/30/2018] [Accepted: 07/31/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) and anxiety disorders are highly comorbid, sharing many similar symptoms, including impairments in cognitive control. Deficits in cognitive control could be a potential mechanism underlying impaired emotion regulation in mood disorders. METHODS Participants were 44 individuals with no history of mental illness (healthy controls, HC), 31 individuals in the remitted state of MDD (rMDD), and 18 individuals who met lifetime DSM-IV-TR criteria for rMDD and an anxiety disorder in remission (Comorbid). Participants completed a Parametric Go/No-Go (PGNG) test during fMRI. Event-related analyses modeled activity for cognitive control successes (Hits for Targets, Rejections for Lures) and failures (Commissions on Lures) on the PGNG task. RESULTS The rMDD group showed significantly reduced activity within the cognitive control network (CCN) during Commission errors, including the middle frontal gyrus and inferior parietal lobule (IPL). The Comorbid group showed significantly reduced activity in several clusters within the CCN during correct Rejections, including the left IPL and right inferior frontal gyrus and greater subgenual cingulate. Notably, during correct Rejections, 60% of activation for the Comorbid group was within the Salience and Emotion Network (SEN), with 0% within the CCN. LIMITATIONS The size of the Comorbid subgroup was modest, preventing subanalysis of the different AD subtypes. CONCLUSIONS There is evidence that CCN activity declines in rMDD and that there may be compensatory SEN activity in individuals with Comorbid rMDD and anxiety. Our findings support the identification of comorbid anxiety as a meaningful subtype of MDD that may obscure group differences between rMDD and HCs.
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Affiliation(s)
| | | | | | - Yi-Shin Chang
- The University of Illinois at Chicago, Department of Psychiatry
| | | | | | | | | | | | | | | | - Scott A. Langenecker
- The University of Illinois at Chicago, Department of Psychiatry,Department of Psychiatry, The University of Michigan,Corresponding author: Scott A. Langenecker, Cognitive Neuroscience Center, Department of Psychiatry, The University of Illinois at Chicago, 1601 W Taylor St. Chicago, IL 60612 and
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37
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Kling LR, Bessette KL, DelDonno SR, Ryan KA, Drevets WC, McInnis MG, Phillips ML, Langenecker SA. Cluster analysis with MOODS-SR illustrates a potential bipolar disorder risk phenotype in young adults with remitted major depressive disorder. Bipolar Disord 2018; 20:697-707. [PMID: 30294823 PMCID: PMC6319908 DOI: 10.1111/bdi.12693] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Delays in the diagnosis and detection of bipolar disorder can lead to adverse consequences, including improper treatment and increased suicide risk. The Mood Spectrum Self-Report Measure (MOODS-SR) was designed to capture the full spectrum of lifetime mood symptomology with factor scores for depression and mania symptom constellations. The utility of the MOODS-SR as a tool to investigate homogeneous subgroups was examined, with particular focus on a possible bipolar risk subgroup. Moreover, potential patterns of differences in MOODS-SR subtypes were probed using cognitive vulnerabilities, neuropsychological functioning, and ventral striatum connectivity. METHODS K-mean cluster analysis based on factor scores of MOODS-SR was used to determine homogeneous subgroupings within a healthy and remitted depressed young adult sample (N = 86). Between-group comparisons (based on cluster subgroupings) were conducted on measures of cognitive vulnerabilities, neuropsychological functioning, and ventral striatum rs-fMRI connectivity. RESULTS Three groups of participants were identified: one with minimal symptomology, one with moderate primarily depressive symptomology, and one with more severe manic and depressive symptomology. Differences in impulsivity, neuroticism, conscientiousness, facial perception accuracy, and rs-fMRI connectivity exist between moderate and severe groups. CONCLUSIONS Within a sample of people with and without depression histories, a severe subgroup was identified with potentially increased risk of developing bipolar disorder through use of the MOODS-SR. This small subgroup had higher levels of lifetime depression and mania symptoms. Additionally, differences in traits, affective processing, and connectivity exist between those with a more prototypic unipolar subgrouping and those with potential risk for developing bipolar disorder.
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Affiliation(s)
| | | | | | - Kelly A Ryan
- University of Michigan Medical Center, Ann Arbor, MI,
USA
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38
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Guo Z, Wu X, Liu J, Yao L, Hu B. Altered electroencephalography functional connectivity in depression during the emotional face-word Stroop task. J Neural Eng 2018; 15:056014. [PMID: 29923500 DOI: 10.1088/1741-2552/aacdbb] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Depression is a severe mental disorder. However, the neural mechanisms underlying affective interference (difficulties in directing attention away from negative distractors) in depression patients are still not well-understood. In particular, the connections between brain regions remain unclear. Using the emotional face-word Stroop task, we aimed to reveal the altered electroencephalography (EEG) functional connectivity in patients with depression, using concepts from event-related potentials (ERPs) and time series clustering. APPROACH In this study, the EEG signals of ten healthy participants and ten depression patients were collected from a 64-sensor cap. Subsequently, EEG signals were segmented into temporal windows corresponding to the ERPs. For each duration, the dynamic time warping algorithm was used to calculate the similarities between EEG signals from different electrodes, and differences of these similarities were compared between the groups. Finally, hierarchical clustering was used to identify functionally connected regions and examine changes in depression. MAIN RESULTS It was observed that during the time interval of 400-600 ms (N450 components), depression patients had more long-range connections than did healthy control patients and exhibited abnormal functional connectivity via the superior and middle frontal gyrus, specifically, the dorsolateral prefrontal cortex (DL-PFC, Brodmann's area 8 and 9), which is related to the control and resolution of affective interference. Moreover, the functionally connected region of depression patients was much larger than that of healthy participants, which is caused by brain resource reorganization. SIGNIFICANCE These findings thus provide new insights into the neural mechanisms of depression and further identify the DL-PFC and connections between certain electrodes as quantitative indicators of depression.
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Affiliation(s)
- Zhenghao Guo
- College of Information Science and Technology, Beijing Normal University, Beijing 100875, People's Republic of China
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39
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Shim M, Im CH, Kim YW, Lee SH. Altered cortical functional network in major depressive disorder: A resting-state electroencephalogram study. NEUROIMAGE-CLINICAL 2018; 19:1000-1007. [PMID: 30003037 PMCID: PMC6039896 DOI: 10.1016/j.nicl.2018.06.012] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 05/31/2018] [Accepted: 06/11/2018] [Indexed: 01/16/2023]
Abstract
Background Electroencephalogram (EEG)-based brain network analysis is a useful biological correlate reflecting brain function. Sensor-level network analysis might be contaminated by volume conduction and does not explain regional brain characteristics. Source-level network analysis could be a useful alternative. We analyzed EEG-based source-level network in major depressive disorder (MDD). Method Resting-state EEG was recorded in 87 MDD and 58 healthy controls, and cortical source signals were estimated. Network measures were calculated: global indices (strength, clustering coefficient (CC), path length (PL), and efficiency) and nodal indices (eigenvector centrality and nodal CC) in six frequency. Correlation analyses were performed between network indices and symptom scales. Results At the global level, MDD showed decreased strength, CC in theta and alpha bands, and efficiency in alpha band, while enhanced PL in alpha band. At nodal level, eigenvector centrality of alpha band showed region dependent changes in MDD. Nodal CCs of alpha band were reduced in MDD and were negatively correlated with depression and anxiety scales. Conclusion Disturbances in EEG-based brain network indices might reflect altered emotional processing in MDD. These source-level network indices might provide useful biomarkers to understand regional brain pathology in MDD. We investigated the altered function of electroencephalogram-based cortical network for major depressive disorder (MDD). MDD showed altered cortical brain network at both global and nodal level network in alpha frequency band. Abnormal network indices in MDD were significantly correlated with depression and anxiety symptom scale scores. Disrupted cortical networks band might reflect altered neural pathway during emotional processing in patients with MDD.
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Affiliation(s)
- Miseon Shim
- Psychiatry Department, University of Missouri, Kansas City, USA; Clinical Emotion and Cognition Research Laboratory, Goyang, Republic of Korea
| | - Chang-Hwan Im
- Department of Biomedical Engineering, Hanyang University, Seoul, Republic of Korea
| | - Yong-Wook Kim
- Department of Biomedical Engineering, Hanyang University, Seoul, Republic of Korea; Clinical Emotion and Cognition Research Laboratory, Goyang, Republic of Korea
| | - Seung-Hwan Lee
- Clinical Emotion and Cognition Research Laboratory, Goyang, Republic of Korea; Psychiatry Department, Ilsan Paik Hospital, Inje University, Goyang, Republic of Korea.
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40
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Jenkins LM, Skerrett KA, DelDonno SR, Patrón VG, Meyers KK, Peltier S, Zubieta JK, Langenecker SA, Starkman MN. Individuals with more severe depression fail to sustain nucleus accumbens activity to preferred music over time. Psychiatry Res Neuroimaging 2018; 275:21-27. [PMID: 29555382 PMCID: PMC5899937 DOI: 10.1016/j.pscychresns.2018.03.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 02/20/2018] [Accepted: 03/02/2018] [Indexed: 12/31/2022]
Abstract
We investigated the ability of preferred classical music to activate the nucleus accumbens in patients with Major depressive disorder (MDD). Twelve males with MDD and 10 never mentally ill male healthy controls (HC) completed measures of anhedonia and depression severity, and listened to 90-second segments of preferred classical music during fMRI. Compared to HCs, individuals with MDD showed less activation of the left nucleus accumbens (NAcc). Individuals with MDD showed attenuation of the left NAcc response in later compared to earlier parts of the experiment, supporting theories that MDD involves an inability to sustain reward network activation. Counter intuitively, we found that NAcc activity during early music listening was associated with greater depression severity. In whole-brain analyses, anhedonia scores predicted activity in regions within the default mode network, supporting previous findings. Our results support theories that MDD involves an inability to sustain reward network activation. It also highlights that pleasant classical music can engage critical neural reward circuitry in MDD.
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Affiliation(s)
- Lisanne M Jenkins
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, IL, USA
| | - Kristy A Skerrett
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, IL, USA
| | - Sophie R DelDonno
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, IL, USA
| | | | - Kortni K Meyers
- Department of Psychiatry, The University of Michigan, Ann Arbor, MI, USA
| | - Scott Peltier
- Department of Biomedical Engineering, The University of Michigan, Ann Arbor, MI, USA
| | - Jon-Kar Zubieta
- Department of Psychiatry, The University of Michigan, Ann Arbor, MI, USA
| | - Scott A Langenecker
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, IL, USA; Department of Psychiatry, The University of Michigan, Ann Arbor, MI, USA.
| | - Monica N Starkman
- Department of Psychiatry, The University of Michigan, Ann Arbor, MI, USA
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41
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Sarkheil P, Kilian-Hütten N, Mickartz K, Vornholt T, Mathiak K. Variation of temporal order reveals deficits in categorisation of facial expressions in patients afflicted with depression. Cogn Neuropsychiatry 2018; 23:154-164. [PMID: 29502459 DOI: 10.1080/13546805.2018.1444596] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
INTRODUCTION It is well established that depressive disorders are associated with abnormalities in the processing of affective information. However, type of stimuli, perceptual complexity and cognitive demand are important factors in evaluating these findings. In particular, processing mechanisms of perceptual boundaries in ecologically valid face stimuli are largely unknown in depression. METHODS In the current study, intensity-ordered frame sequences provided a dynamic visualisation of happy or sad facial expressions fading from or to neutral expressions. Patients (n = 20) with major depression (MD) disorder and controls (n = 20) indicated their perceptual boundaries between neutral and emotional face depending on direction and emotion. The averaged time of the perceptual boundary entered a group × condition ANOVA and regression analysis. RESULTS MD group did not systematically shift perceptual boundaries in the dynamic emotional faces but yielded altered statistics in information processing. The Gaussian distribution of boundary judgements was disturbed in depression, increasing goodness-of-fit errors in disappearing emotions. Goodness-of-fit correlated with depression symptom score (Beck Depression Inventory-II (BDI-II)) in the MD group during the disappearing sad (r(18) = 46, p = 0.04) and happy (r(18) = 51, p = 0.02) conditions. CONCLUSION We evaluated detection of appearing and disappearing emotions in dynamic faces. A deviant distribution of categorisation responses emerged in the MD group, which was not emotion-specific. Such a perceptional uncertainty can impede individuals' functioning in interpersonal interaction.
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Affiliation(s)
- Pegah Sarkheil
- a Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty , RWTH Aachen University , Aachen , Germany.,c JARA-Translational Brain Medicine , RWTH Aachen , Aachen , Germany
| | - Niclas Kilian-Hütten
- b Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience , Maastricht University , Maastricht , The Netherlands
| | - Kristina Mickartz
- a Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty , RWTH Aachen University , Aachen , Germany.,b Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience , Maastricht University , Maastricht , The Netherlands
| | - Thomas Vornholt
- a Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty , RWTH Aachen University , Aachen , Germany.,b Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience , Maastricht University , Maastricht , The Netherlands
| | - Klaus Mathiak
- a Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty , RWTH Aachen University , Aachen , Germany.,c JARA-Translational Brain Medicine , RWTH Aachen , Aachen , Germany
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42
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Förster K, Jörgens S, Air TM, Bürger C, Enneking V, Redlich R, Zaremba D, Grotegerd D, Dohm K, Meinert S, Leehr EJ, Böhnlein J, Repple J, Opel N, Kavakbasi E, Arolt V, Zwitserlood P, Dannlowski U, Baune BT. The relationship between social cognition and executive function in Major Depressive Disorder in high-functioning adolescents and young adults. Psychiatry Res 2018; 263:139-146. [PMID: 29550719 DOI: 10.1016/j.psychres.2018.02.046] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Revised: 02/21/2018] [Accepted: 02/21/2018] [Indexed: 10/18/2022]
Abstract
To understand how cognitive dysfunction contributes to social cognitive deficits in depression, we investigated the relationship between executive function and social cognitive performance in adolescents and young adults during current and remitted depression, compared to healthy controls. Social cognition and executive function were measured in 179 students (61 healthy controls and 118 patients with depression; Mage = 20.60 years; SDage = 3.82 years). Hierarchical regression models were employed within each group (healthy controls, remitted depression, current depression) to examine the nature of associations between cognitive measures. Social cognitive and executive function did not significantly differ overall between depressed patients and healthy controls. There was no association between executive function and social cognitive function in healthy controls or in remitted patients. However, in patients with a current state of depression, lower cognitive flexibility was associated with lower performance in facial-affect recognition, theory-of-mind tasks and overall affect recognition. In this group, better planning abilities were associated with decreased performance in facial affect recognition and overall social cognitive performance. While we infer that less cognitive flexibility might lead to a more rigid interpretation of ambiguous social stimuli, we interpret the counterintuitive negative correlation of planning ability and social cognition as a compensatory mechanism.
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Affiliation(s)
- Katharina Förster
- Department of Psychiatry, University of Münster, Germany; Institute of Psychiatric Phenomics and Genomics, Ludwig-Maximillians-University, Munich, Germany
| | - Silke Jörgens
- Department of Psychiatry, University of Münster, Germany
| | - Tracy M Air
- Discipline of Psychiatry, Adelaide Medical School, The University of Adelaide, Australia
| | | | | | - Ronny Redlich
- Department of Psychiatry, University of Münster, Germany
| | - Dario Zaremba
- Department of Psychiatry, University of Münster, Germany
| | | | - Katharina Dohm
- Department of Psychiatry, University of Münster, Germany
| | | | | | | | | | - Nils Opel
- Department of Psychiatry, University of Münster, Germany
| | | | - Volker Arolt
- Department of Psychiatry, University of Münster, Germany
| | | | - Udo Dannlowski
- Department of Psychiatry, University of Münster, Germany
| | - Bernhard T Baune
- Discipline of Psychiatry, Adelaide Medical School, The University of Adelaide, Australia.
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Crane NA, Vergés A, Kamali M, Bhaumik R, Ryan KA, Marshall DF, Saunders EFH, Kassel MT, Weldon AL, McInnis MG, Langenecker SA. Developing Dimensional, Pandiagnostic Inhibitory Control Constructs With Self-Report and Neuropsychological Data. Assessment 2018; 27:787-802. [PMID: 29405754 DOI: 10.1177/1073191118754704] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Trait markers, or intermediate phenotypes linking different units of analysis (self-report, performance) from the Research Domain Criteria (RDoC) matrix across populations is a necessary step in identifying at-risk individuals. In the current study, 150 healthy controls (HC) and 456 individuals with bipolar disorder (BD) Type I or II, NOS (not otherwise specified) or Schizoaffective BD completed self-report neuropsychological tests of inhibitory control (IC) and executive functioning. Bifactor analyses were used to examine the factor structure of these measures and to evaluate for invariance across groups. Bifactor analyses found modest convergence of items from neuropsychological tests and self-report measures of IC among HC and BD. The factor scores showed evidence of a general IC construct (i.e., subdomain) across measures. Importantly, invariance testing indicated that the same construct was measured equally well across groups. Groups differed on the general factor for three of the four scales. Convergence on a general IC factor and invariance across diagnosis supports the use of combined dimensional measures to identify clinical risk and highlights how prospective RDoC studies might integrate units of analysis.
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Affiliation(s)
| | - Alvaro Vergés
- University of Illinois at Chicago, Chicago, IL, USA.,Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | - Runa Bhaumik
- University of Illinois at Chicago, Chicago, IL, USA
| | | | | | - Erika F H Saunders
- University of Michigan, Ann Arbor, MI, USA.,Penn State College of Medicine, Hershey, PA
| | | | | | | | - Scott A Langenecker
- University of Illinois at Chicago, Chicago, IL, USA.,University of Michigan, Ann Arbor, MI, USA
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Burton CZ, Ryan KA, Kamali M, Marshall DF, Harrington G, McInnis MG, Tso IF. Psychosis in bipolar disorder: Does it represent a more "severe" illness? Bipolar Disord 2018; 20:18-26. [PMID: 28833984 PMCID: PMC5807194 DOI: 10.1111/bdi.12527] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 06/26/2017] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Although there is a common clinical assumption that bipolar disorder with psychotic features reflects greater severity than bipolar disorder without psychosis, the existing empirical literature is mixed. This study investigated the phenomenology of psychosis as well as demographic, clinical, functional, and neuropsychological features in a large, cross-sectional sample of participants with bipolar disorder divided by history of psychosis. METHODS In a large single study, 168 affective-only bipolar disorder (BP-A) participants and 213 bipolar disorder with a history of psychosis (BP-P) participants completed a comprehensive clinical diagnostic interview and neuropsychological testing. t tests, chi-square tests, and Bayes factors were used to investigate group differences or lack thereof. RESULTS The prevalence of psychosis in this sample (53%) was similar to published reports. Nearly half of BP-P participants experienced grandiose delusions, and relatively few endorsed "first-rank" hallucinations of running commentary or two or more voices conversing. There were no demographic or neuropsychological differences between groups. BP-A participants experienced greater chronicity of affective symptoms and a greater degree of rapid cycling than BP-P participants; there were no other clinical differences between groups. CONCLUSIONS Overall, these results contradict the conventional notion that bipolar disorder with psychotic features represents a more severe illness than bipolar disorder without a history of psychosis. The presence of psychosis does not appear to be associated with poorer clinical/functional outcome or suggest a greater degree of neuropsychological impairment; conversely, the absence of psychosis was associated with affective chronicity and rapid cycling. Nosological and treatment implications are discussed.
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Affiliation(s)
- Cynthia Z Burton
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Kelly A Ryan
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Masoud Kamali
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Massachusetts General Hospital, Boston, MA, USA
| | - David F Marshall
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Gloria Harrington
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Ivy F Tso
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
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45
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Stange JP, Jenkins LM, Hamlat EJ, Bessette KL, DelDonno SR, Kling LR, Passarotti AM, Phan KL, Klumpp H, Ryan KA, Langenecker SA. Disrupted engagement of networks supporting hot and cold cognition in remitted major depressive disorder. J Affect Disord 2018; 227:183-191. [PMID: 29100150 PMCID: PMC6026853 DOI: 10.1016/j.jad.2017.10.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 09/21/2017] [Accepted: 10/04/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) is characterized by dysfunction in cognitive and emotional systems. However, the neural network correlates of cognitive control (cold cognition) and emotion processing (hot cognition) during the remitted state of MDD (rMDD) remain unclear and not fully probed, which has important implications for identifying intermediate phenotypes of depression risk. METHODS 43 young adults with rMDD and 33 healthy controls (HCs) underwent fMRI while completing separate tasks of cold cognition (Parametric Go/No-Go test) and hot cognition (Facial Emotion Processing Test). Two 2 group (rMDD, HC) × 2 event (sad/fearful faces, correct rejections) factorial models of activation were calculated in SPM8. Functional activation was evaluated in the salience and emotional network (SEN) and the cognitive control network (CCN), including hypothesized interaction between group and task within the CCN. RESULTS Individuals with rMDD demonstrated greater spatial extent of suprathreshold activation within the SEN during sad faces relative to HCs. There were several regions within the CCN in which HCs showed greater activation than rMDD during correct rejections of lures, whereas individuals with rMDD showed greater activation than HCs during sad or fearful faces. LIMITATIONS Results were not directly compared with active MDD. CONCLUSIONS These results provide evidence of deficient CCN engagement during cognitive control in rMDD (dysfunctional cold cognition). Elevated SEN activation during sad faces could represent heightened salience of negative emotional faces in rMDD; elevated CCN activation during emotional faces in rMDD could represent compensatory regulatory control. These group differences may represent vulnerability factors, scars of prior depressive episodes, or processes maintaining wellness.
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Affiliation(s)
| | | | | | | | | | | | | | - K. Luan Phan
- University of Illinois at Chicago, Chicago, IL, USA
| | - Heide Klumpp
- University of Illinois at Chicago, Chicago, IL, USA
| | - Kelly A. Ryan
- University of Michigan Medical Center, Ann Arbor, MI, USA
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Wehebrink KS, Koelkebeck K, Piest S, de Dreu CKW, Kret ME. Pupil mimicry and trust - Implication for depression. J Psychiatr Res 2018; 97:70-76. [PMID: 29202275 DOI: 10.1016/j.jpsychires.2017.11.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 11/10/2017] [Accepted: 11/17/2017] [Indexed: 11/15/2022]
Abstract
Individuals suffering from depression often have difficulty trusting others. Previous research has shown a relationship between trust formation and pupil mimicry - the synchronization of pupil sizes between individuals. The current study therefore examined whether pupil mimicry is weaker in depressed individuals and an underlying factor of their low levels of trust. Forty-two patients with major depressive disorder (MDD) and 40 healthy control subjects played trust games with virtual partners. Images of these partners' eye regions were presented to participants before they had to make a monetary investment decision. Partners' pupils either dilated, constricted, or remained static over the course of 4-s interactions. During the task, participants' pupil sizes were recorded with eye-tracking equipment to assess mimicry. The results confirm that patients with MDD were somewhat less trusting than controls and used another's pupillary cues differently when deciding to trust. Specifically, whereas healthy controls trusted partners with dilating pupils more than partners with constricting pupils, patients with MDD particularly trusted partners whose pupils changed in size less, regardless of whether partners' pupils were dilating or constricting. This difference in investment behavior was unrelated to differences in pupil mimicry, which was equally apparent in both groups and fostered trust to the same extent. Whereas lower levels of trust observed in patients with MDD could not be explained by differences in pupil mimicry, our data show that pupil dilation mimicry might help people to trust. These findings provide further evidence for the important role of pupil size and pupil mimicry in interpersonal trust formation and shed light on the pathophysiology of clinically low trust in patients with MDD.
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Affiliation(s)
- Katharina S Wehebrink
- Leiden University, Cognitive Psychology Unit, Wassenaarseweg 52, 2333 AK Leiden, The Netherlands; Leiden Institute for Brain and Cognition (LIBC), 2300 UC Leiden, The Netherlands; University of Muenster, School of Medicine, Department of Psychiatry and Psychotherapy, Albert-Schweitzer-Campus 1, A9, 48149 Muenster, Germany
| | - Katja Koelkebeck
- University of Muenster, School of Medicine, Department of Psychiatry and Psychotherapy, Albert-Schweitzer-Campus 1, A9, 48149 Muenster, Germany
| | - Simon Piest
- Martin-Luther-University Halle-Wittenberg, School of Law and Economics, Große Steinstrasse 73, 06108 Halle (Saale), Germany
| | - Carsten K W de Dreu
- Leiden University, Department of Social Psychology, Wassenaarseweg 52, 2333 AK Leiden, The Netherlands; Leiden Institute for Brain and Cognition (LIBC), 2300 UC Leiden, The Netherlands
| | - Mariska E Kret
- Leiden University, Cognitive Psychology Unit, Wassenaarseweg 52, 2333 AK Leiden, The Netherlands; Leiden Institute for Brain and Cognition (LIBC), 2300 UC Leiden, The Netherlands.
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Jenkins LM, Kendall A, Kassel MT, Patrón VG, Gowins JR, Dion C, Shankman SA, Weisenbach SL, Maki P, Langenecker SA. Considering sex differences clarifies the effects of depression on facial emotion processing during fMRI. J Affect Disord 2018; 225:129-136. [PMID: 28826089 PMCID: PMC5626645 DOI: 10.1016/j.jad.2017.08.027] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 06/13/2017] [Accepted: 08/11/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND Sex differences in emotion processing may play a role in women's increased risk for Major Depressive Disorder (MDD). However, studies of sex differences in brain mechanisms involved in emotion processing in MDD (or interactions of sex and diagnosis) are sparse. METHODS We conducted an event-related fMRI study examining the interactive and distinct effects of sex and MDD on neural activity during a facial emotion perception task. To minimize effects of current affective state and cumulative disease burden, we studied participants with remitted MDD (rMDD) who were early in the course of the illness. In total, 88 individuals aged 18-23 participated, including 48 with rMDD (32 female) and 40 healthy controls (HC; 25 female). RESULTS fMRI revealed an interaction between sex and diagnosis for sad and neutral facial expressions in the superior frontal gyrus and left middle temporal gyrus. Results also revealed an interaction of sex with diagnosis in the amygdala. LIMITATIONS Data was from two sites, which might increase variability, but it also increases power to examine sex by diagnosis interactions. CONCLUSIONS This study demonstrates the importance of taking sex differences into account when examining potential trait (or scar) mechanisms that could be useful in identifying individuals at-risk for MDD as well as for evaluating potential therapeutic innovations.
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Affiliation(s)
- L. M. Jenkins
- Department of Psychiatry, The University of Illinois at Chicago
| | - A.D. Kendall
- Department of Psychiatry, The University of Illinois at Chicago,Department of Psychology, Northwestern University
| | - M. T. Kassel
- Department of Psychiatry, The University of Illinois at Chicago
| | - V. G. Patrón
- Department of Psychiatry, The University of Illinois at Chicago
| | - J. R. Gowins
- Department of Psychiatry, The University of Illinois at Chicago
| | - C. Dion
- Department of Psychiatry, The University of Illinois at Chicago
| | - S. A. Shankman
- Department of Psychiatry, The University of Illinois at Chicago,Department of Psychology, The University of Illinois at Chicago
| | - S. L. Weisenbach
- Department of Psychiatry, The University of Illinois at Chicago,Department of Psychiatry, The University of Utah
| | - P. Maki
- Department of Psychiatry, The University of Illinois at Chicago
| | - S. A. Langenecker
- Department of Psychiatry, The University of Illinois at Chicago,Departments of Psychiatry, The University of Michigan,Correspondence to Scott A. Langenecker, Cognitive Neuroscience Center, Department of Psychiatry, The University of Illinois at Chicago, 1601 W Taylor St. Chicago, IL 60612 and
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48
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McFarland CP, Vasterling JJ. Prospective Memory in Depression: Review of an Emerging Field†. Arch Clin Neuropsychol 2017; 33:912-930. [DOI: 10.1093/arclin/acx118] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 11/07/2017] [Indexed: 11/12/2022] Open
Affiliation(s)
| | - Jennifer J Vasterling
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA
- Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Boston Healthcare System, Boston, MA, USA
- Boston University School of Medicine, Boston, MA, USA
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49
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Ryan KA, Assari S, Angers K, Marshall DF, Hinrichs K, Easter R, Babu P, Pester BD, Langenecker SA, McInnis MG. Equivalent linear change in cognition between individuals with bipolar disorder and healthy controls over 5 years. Bipolar Disord 2017; 19:689-697. [PMID: 28906586 PMCID: PMC5740000 DOI: 10.1111/bdi.12532] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 07/06/2017] [Indexed: 01/04/2023]
Abstract
OBJECTIVES Cognitive dysfunction is a key feature of bipolar disorder (BD). However, not much is known about its temporal stability, as some studies have demonstrated a neurodegenerative model in BD while others have shown no change in cognitive functioning over time. Building upon our prior work, which examined the natural course of executive functioning, the current study aimed to investigate the natural course of memory, emotion processing, and fine motor dexterity over a 5-year period in BD and healthy control (HC) samples. METHODS Using a 5-year longitudinal cohort, 90 individuals with BD and 17 HCs were administered a battery of neuropsychological tests at study baseline and at 1 and 5 years after study entry that captured four areas of cognitive performance: visual memory, auditory memory, emotion processing, and fine motor dexterity. RESULTS Latent growth curve modeling showed no group differences in the slopes of any of the cognitive factors between the BD and HC groups. Age at baseline was negatively associated with visual memory, emotion processing, and fine motor dexterity. Education level was positively associated with auditory and visual memory and fine motor. Female gender was negatively associated with emotion processing. CONCLUSIONS Extending our prior work on longitudinal evaluation of executive functioning, individuals with BD show similar linear change in other areas of cognitive functioning including memory, emotion processing, and fine motor dexterity as compared to unaffected HCs. Age, education, and gender may have some differential effects on cognitive changes.
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Affiliation(s)
- Kelly A. Ryan
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - Shervin Assari
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - Kaley Angers
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - David F. Marshall
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - Kristin Hinrichs
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan,SSM Health Rehabilitation Hospital, Bridgeton, Missouri
| | - Rebecca Easter
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - Pallavi Babu
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | - Bethany D. Pester
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
| | | | - Melvin G. McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor,
Michigan
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50
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Jenkins LM, Stange JP, Barba A, DelDonno SR, Kling LR, Briceño EM, Weisenbach SL, Phan KL, Shankman SA, Welsh RC, Langenecker SA. Integrated cross-network connectivity of amygdala, insula, and subgenual cingulate associated with facial emotion perception in healthy controls and remitted major depressive disorder. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2017; 17:1242-1254. [PMID: 29110183 PMCID: PMC5803100 DOI: 10.3758/s13415-017-0547-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Emotion perception deficits could be due to disrupted connectivity of key nodes in the salience and emotion network (SEN), including the amygdala, subgenual anterior cingulate cortex (sgACC), and insula. We examined SEN resting-state (rs-)fMRI connectivity in rMDD in relation to Facial Emotion Perception Test (FEPT) performance. Fifty-two medication-free people ages 18 to 23 years participated. Twenty-seven had major depressive disorder (MDD) in remission (rMDD, 10 males), as MDD is associated with emotion perception deficits and alterations in rsfMRI. Twenty-five healthy controls (10 males) also participated. Participants completed the FEPT during fMRI, in addition to an 8-minute eyes-open resting-state scan. Seed regions of interest were defined in the amygdala, anterior insula and sgACC. Multiple regression analyses co-varied diagnostic group, sex and movement parameters. Emotion perception accuracy was positively associated with connectivity between amygdala seeds and regions primarily in the SEN and cognitive control network (CCN), and also the default mode network (DMN). Accuracy was also positively associated with connectivity between the sgACC seeds and other SEN regions, and the DMN, particularly for the right sgACC. Connectivity negatively associated with emotion perception was mostly with regions outside of these three networks, other than the left insula and part of the DMN. This study is the first to our knowledge to demonstrate relationships between facial emotion processing and resting-state connectivity with SEN nodes and between SEN nodes and regions located within other neural networks.
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Affiliation(s)
- Lisanne M Jenkins
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Jonathan P Stange
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Alyssa Barba
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Sophie R DelDonno
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Leah R Kling
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Emily M Briceño
- Department of Psychiatry, The University of Michigan, Ann Arbor, USA
| | - Sara L Weisenbach
- Department of Psychiatry, The University of Utah, Salt Lake City, USA
| | - K Luan Phan
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA
| | - Stewart A Shankman
- Department of Psychology, The University of Illinois at Chicago, Chicago, USA
| | - Robert C Welsh
- Department of Psychiatry, The University of Utah, Salt Lake City, USA
| | - Scott A Langenecker
- Department of Psychiatry, The University of Illinois at Chicago, Chicago, USA.
- Department of Psychiatry, The University of Michigan, Ann Arbor, USA.
- Cognitive Neuroscience Center, Department of Psychiatry, The University of Illinois at Chicago, 1601 W Taylor St., Chicago, IL, 60612, USA.
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