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Phillips RD. Neural and immune interactions linking early life stress and anhedonia. Brain Behav Immun Health 2024; 42:100881. [PMID: 39415844 PMCID: PMC11480252 DOI: 10.1016/j.bbih.2024.100881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 09/28/2024] [Accepted: 09/29/2024] [Indexed: 10/19/2024] Open
Abstract
Early experiences of stress and adversity are associated with blunted reward sensitivity and altered reward learning. Meanwhile, anhedonia is characterized by impairments in reward processing, including motivation, effort, and pleasure. Early life stress (ELS) and anhedonia share psychological, behavioral, and neurobiological correlates, and the system-level interactions that give rise to anhedonia have yet to be fully appreciated. The proposed framework uses a multilevel, multisystem approach to aid in understanding neural-immune interactions that link ELS and anhedonia. The interactions linking anhedonia and ELS presented here include reduced reward sensitivity, alterations in hypothalamic-pituitary-adrenal (HPA) axis response, elevated inflammatory cytokines or physiological markers of stress, and blunted reward circuitry functioning along the mesocorticolimbic pathway. The clinical implications and areas for future research are also discussed. Ultimately, this research may inform the development of more specific and individualized treatments for anhedonia.
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Affiliation(s)
- Rachel Deanna Phillips
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, USA
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2
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Rab SL, Simon L, Amit Bar-On R, Richter-Levin G, Admon R. Behavioural profiling following acute stress uncovers associations with future stress sensitivity and past childhood abuse. Eur J Psychotraumatol 2024; 15:2420554. [PMID: 39498490 PMCID: PMC11539402 DOI: 10.1080/20008066.2024.2420554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 09/24/2024] [Accepted: 10/02/2024] [Indexed: 11/07/2024] Open
Abstract
Background: Individuals greatly differ in their responses to acute stress, ranging from resilience to vulnerability that may yield stress-related psychopathology. Stress-related psychopathologies involve, by definition, substantial modifications across multiple behavioural domains, including impaired cognitive, affective and social functioning. Nevertheless, and despite extensive investigation of individual variability in stress responsivity, no study to date simultaneously assessed the impact of acute stress across multiple behavioural domains within a given individual.Objective: To address this critical gap, 84 healthy female participants (mean age 24.45 ± 3.02, range 19-35) underwent an established acute stress induction procedure and completed three behavioural tasks, probing the functional domains of positive, cognitive and social processing, both before and after the acute stress procedure.Method: A novel behavioural profiling algorithm was implemented to identify individuals whose performance was substantially impacted by stress across all three functional domains.Results: Approximately 30% of participants exhibited substantial deviation in their performance from before to after stress in all three tasks, hereon defined as stress-affected. Stress-affected participants did not differ in their psychological and physiological responses to the acute stress procedure from the other stress-unaffected 70% of the sample. However, follow-up assessments in 66 of these participants revealed higher levels of stress six months following the procedure among the stress-affected compared to the stress-unaffected group. Stress-affected individuals also reported more aversive childhood experiences, such that the odds of participants who were sexually abused at an early age to be affected behaviourally by acute stress later in life increased by more than five-fold.Conclusions: Taken together, these findings suggest that being affected by acute stress across multiple functional domains is associated with future stress sensitivity and past childhood sexual abuse. Probing individual differences in the impact of acute stress across domains of functionality may better align with the multi-dimensional nature of stress responsivity, uncovering latent vulnerability.
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Affiliation(s)
- Sharona L. Rab
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | - Lisa Simon
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | - Rani Amit Bar-On
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | - Gal Richter-Levin
- School of Psychological Sciences, University of Haifa, Haifa, Israel
- The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel
- Sagol Department of Neurobiology, University of Haifa, Haifa, Israel
| | - Roee Admon
- School of Psychological Sciences, University of Haifa, Haifa, Israel
- The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel
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3
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Collins AC, Bhattacharya S, Oh JY, Salzhauer A, Taylor CT, Wolitzky-Taylor K, Aupperle RL, Budney AJ, Jacobson NC. Inclusion of Individuals With Lived Experiences in the Development of a Digital Intervention for Co-Occurring Depression and Cannabis Use: Mixed Methods Investigation. JMIR Form Res 2024; 8:e54751. [PMID: 39374076 PMCID: PMC11514326 DOI: 10.2196/54751] [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: 11/20/2023] [Revised: 06/27/2024] [Accepted: 07/24/2024] [Indexed: 10/08/2024] Open
Abstract
BACKGROUND Existing interventions for co-occurring depression and cannabis use often do not treat both disorders simultaneously and can result in higher rates of symptom relapse. Traditional in-person interventions are often difficult to obtain due to financial and time limitations, which may further prevent individuals with co-occurring depression and cannabis use from receiving adequate treatment. Digital interventions can increase the scalability and accessibility for these individuals, but few digital interventions exist to treat both disorders simultaneously. Targeting transdiagnostic processes of these disorders with a digital intervention-specifically positive valence system dysfunction-may yield improved access and outcomes. OBJECTIVE Recent research has highlighted a need for the inclusion of individuals with lived experiences to assist in the co-design of interventions to enhance scalability and relevance of an intervention. Thus, the purpose of this study is to describe the process of eliciting feedback from individuals with elevated depressed symptoms and cannabis use and co-designing a digital intervention, Amplification of Positivity-Cannabis Use Disorder (AMP-C), focused on improving positive valence system dysfunction in these disorders. METHODS Ten individuals who endorsed moderate to severe depressive symptoms and regular cannabis use (2-3×/week) were recruited online via Meta ads. Using a mixed methods approach, participants completed a 1-hour mixed methods interview over Zoom (Zoom Technologies Inc) where they gave their feedback and suggestions for the development of a mental health app, based on an existing treatment targeting positive valence system dysfunction, for depressive symptoms and cannabis use. The qualitative approach allowed for a broader investigation of participants' wants and needs regarding the engagement and scalability of AMP-C, and the quantitative approach allowed for specific ratings of intervention components to be potentially included. RESULTS Participants perceived the 13 different components of AMP-C as overall helpful (mean 3.9-4.4, SD 0.5-1.1) and interesting (mean 4.0-4.9, SD 0.3-1.1) on a scale from 1 (not at all) to 5 (extremely). They gave qualitative feedback for increasing engagement in the app, including adding a social component, using notifications, and being able to track their symptoms and progress over time. CONCLUSIONS This study highlights the importance of including individuals with lived experiences in the development of interventions, including digital interventions. This inclusion resulted in valuable feedback and suggestions for improving the proposed digital intervention targeting the positive valence system, AMP-C, to better match the wants and needs of individuals with depressive symptoms and cannabis use.
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Affiliation(s)
- Amanda C Collins
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
- Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
| | - Sukanya Bhattacharya
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Jenny Y Oh
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Abigail Salzhauer
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Charles T Taylor
- Department of Psychiatry, University of California, San Diego School of Medicine, San Diego, CA, United States
| | - Kate Wolitzky-Taylor
- Department of Psychiatry and Biobehavioral Sciences, University of California - Los Angeles, Los Angeles, CA, United States
| | | | - Alan J Budney
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
- Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
| | - Nicholas C Jacobson
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
- Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Psychiatry, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
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Rassaby M, Spaulding IG, Taylor CT. Fear of positive evaluation and social affiliation in social anxiety disorder and major depression. J Anxiety Disord 2024; 107:102931. [PMID: 39340974 DOI: 10.1016/j.janxdis.2024.102931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 07/22/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024]
Abstract
Fear of positive evaluation (FPE) is posited as a core feature of social anxiety disorder (SAD); however, little is known about its role in interpersonal functioning. We examined relationships between FPE and responses to a standardized social affiliation paradigm designed to facilitate positive social connection with an unacquainted conversation partner (trained confederate). The sample included adults with SAD (N = 52), major depressive disorder (MDD; N = 23), comorbid SAD and MDD (N = 36), and non-psychiatric controls (N = 33). Participants completed measures assessing FPE, affect, safety behaviors, and desire for future interaction. Confederates and observers rated participant behavior and their own desire for future interaction. FPE was most elevated in the SAD and comorbid groups, followed by the MDD group, and then non-psychiatric controls. In the full sample, FPE was associated with greater self-reported anxiety and safety behavior use, lower self-reported positive affect and desire for future interaction, lower observer-rated desire for future interaction and approach behaviors, and greater observer-rated anxious behaviors. Within-group correlations revealed that associations were weaker in the SAD only and comorbid groups (cf. control and MDD only groups); however, post-hoc moderation analyses indicated that the relationships between FPE and the outcomes of interest largely held across varying levels of social anxiety and depression severity. Findings underscore the potential role of FPE as a transdiagnostic factor relevant to understanding interpersonal functioning in social anxiety and depression.
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Affiliation(s)
- Madeleine Rassaby
- San Diego State University/UC San Diego Joint Doctoral Program in Clinical Psychology, USA
| | - Isabella G Spaulding
- San Diego State University/UC San Diego Joint Doctoral Program in Clinical Psychology, USA
| | - Charles T Taylor
- San Diego State University/UC San Diego Joint Doctoral Program in Clinical Psychology, USA; University of California San Diego, USA.
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Ren X, Mann E, Wilhelm RA, Stewart JL, Kuplicki R, Edwards LS, Guinjoan SM, Park H, Aupperle RL, Victor TA, Paulus MP, White EJ, Tsuchiyagaito A. The burden of brooding on neural error processing: The role of repetitive negative thinking in major depressive disorder with and without comorbid anxiety disorders. J Affect Disord 2024; 369:S0165-0327(24)01639-2. [PMID: 39326584 DOI: 10.1016/j.jad.2024.09.151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 09/18/2024] [Accepted: 09/21/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Repetitive negative thinking (RNT), particularly its brooding aspect, is a prominent feature in Major Depressive Disorder (MDD) with and without comorbid anxiety. Error processing, an adaptive cognitive operation, seems to be impaired in individuals with exaggerated RNT. This study measured a post-error neural response, error-related negativity (ERN), during an inhibitory task to examine the mechanism underlying the relationship between RNT and faulty error processing. METHODS We examined current MDD patients with (n = 61) and without comorbid anxiety disorders (COM; n = 38), propensity-matched into High- or Low-RNT groups according to Ruminative Response Scale Brooding subscale scores. Using 32-channel electroencephalography (EEG) during a stop-signal task, we measured baseline-corrected ERN amplitude at FCz 0-100 ms after an incorrect response. A between-subjects ANOVA was conducted with group (High RNT, Low RNT) and comorbidity (MDD, COM) as factors. RESULTS A significant group-by-comorbidity interaction (η2 = 0.07) was found, with MDD participants exhibiting high RNT revealing smaller (more positive) ERN amplitudes compared to their COM counterparts with high RNT (d = 0.77) and MDD participants with low RNT (d = 0.92). CONCLUSIONS Non-anxious individuals with MDD and high RNT showed blunted post-error neural responses, potentially indicating a diminished adaptive neural mechanism for recognizing and correcting errors. However, the presence of comorbid anxiety disorders in individuals with high RNT appears to counteract this reduction, potentially through an enhanced neural response to errors, thereby maintaining a higher level of error-processing activity. Further understanding of these relationships is essential for developing targeted interventions for MDD, with particular focus on the detrimental impact of brooding RNT.
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Affiliation(s)
- Xi Ren
- Laureate Institute for Brain Research, Tulsa, OK, USA.
| | - Eric Mann
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA
| | | | | | | | - Heekyeong Park
- Laureate Institute for Brain Research, Tulsa, OK, USA; University of North Texas at Dallas, Dallas, TX, USA
| | - Robin L Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA
| | | | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Evan J White
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Aki Tsuchiyagaito
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA; Research Center for Child Mental Development, Chiba University, Chiba, Japan
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Kéri S, Kancsev A, Kelemen O. Algorithm-Based Modular Psychotherapy Alleviates Brain Inflammation in Generalized Anxiety Disorder. Life (Basel) 2024; 14:887. [PMID: 39063640 PMCID: PMC11278507 DOI: 10.3390/life14070887] [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: 06/27/2024] [Revised: 07/11/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
Generalized anxiety disorder (GAD) is marked by prolonged and excessive worry, physical signs of anxiety, and associated neuroinflammation. Traditional treatments, like pharmacotherapy and cognitive-behavioral therapy (CBT), often leave residual symptoms and have high relapse rates. This study aimed to explore the efficacy of algorithm-based modular psychotherapy (MoBa), a combination of CBT and mindfulness meditation as validated by the research domain criteria (RDoC), in reducing anxiety and neuroinflammation in GAD. A longitudinal design was used, with 50 patients with GAD undergoing a 12-week MoBa treatment. The patients were investigated pre- and post-treatment using MRI to measure neuroinflammatory markers (DBSI-RF, diffusion-basis spectral imaging-based restricted fraction) in the hippocampus, amygdala, and neocortex. Clinical symptoms were assessed using the Hamilton Anxiety Rating Scale (HAM-A) and the Generalized Anxiety Disorder 7-item scale (GAD-7). Results indicated significant reductions in both anxiety symptoms and MRI RF values in the amygdala, suggesting decreased neuroinflammation. A reduction in anxiety was associated with the amelioration of neuroinflammation in the amygdala. These results suggest that MoBa is effective in alleviating both the psychological and neuroinflammatory aspects of GAD, offering a promising personalized treatment approach. Future research should focus on long-term effects and the mechanisms through which MoBa impacts neuroinflammation and anxiety.
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Affiliation(s)
- Szabolcs Kéri
- Sztárai Institute, University of Tokaj, 3944 Sárospatak, Hungary
- Department of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, 6720 Szeged, Hungary
| | - Alexander Kancsev
- Department of Psychiatry and Psychotherapy, András Jósa Hospital, 4400 Nyíregyháza, Hungary;
| | - Oguz Kelemen
- Department of Behavioral Sciences, Albert Szent-Györgyi Medical School, University of Szeged, 6720 Szeged, Hungary;
- Department of Psychiatry and Psychotherapy, Bács-Kiskun County Hospital, 6000 Kecskemét, Hungary
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Borchers LR, Gifuni AJ, Ho TC, Kirshenbaum JS, Gotlib IH. Threat- and reward-related brain circuitry, perceived stress, and anxiety in adolescents during the COVID-19 pandemic: a longitudinal investigation. Soc Cogn Affect Neurosci 2024; 19:nsae040. [PMID: 38874967 PMCID: PMC11219304 DOI: 10.1093/scan/nsae040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 04/29/2024] [Accepted: 06/13/2024] [Indexed: 06/15/2024] Open
Abstract
The Coronavirus disease (COVID-19) pandemic led to heightened anxiety in adolescents. The basolateral amygdala (BLA) and the nucleus accumbens (NAcc) are implicated in response to stress and may contribute to anxiety. The role of threat- and reward-related circuitry in adolescent anxiety during the COVID-19 pandemic, however, is not clear. Ninety-nine adolescents underwent resting-state fMRI ∼1 year before the pandemic. Following shelter-in-place orders, adolescents reported their perceived stress and, 1 month later, their anxiety. Generalized multivariate analyses identified BLA and NAcc seed-based whole-brain functional connectivity maps with perceived stress. In the resulting significant clusters, we examined the association between seed-based connectivityand subsequent anxiety. Perceived stress was associated with bilateral BLA and NAcc connectivity across distributed clusters that included prefrontal, limbic, temporal, and cerebellar regions. Several NAcc connectivity clusters located in ventromedial prefrontal, parahippocampal, and temporal cortices were positively associated with anxiety; NAcc connectivity with the inferior frontal gyrus was negatively associated. BLA connectivity was not associated with anxiety. These results underscore the integrative role of the NAcc in responding to acute stressors and its relation to anxiety in adolescents. Elucidating the involvement of subcortical-cortical circuitry in adolescents' capacity to respond adaptively to environmental challenges can inform treatment for anxiety-related disorders.
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Affiliation(s)
- Lauren R Borchers
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
| | - Anthony J Gifuni
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
- Psychiatry Department and Douglas Mental Health University Institute, McGill University, Montréal, Québec H4H 1R3, Canada
| | - Tiffany C Ho
- Department of Psychology, University of California, Los Angeles, CA 90095, United States
| | - Jaclyn S Kirshenbaum
- Department of Psychiatry, Columbia University, New York, NY 10027, United States
| | - Ian H Gotlib
- Department of Psychology, Stanford University, Stanford, CA 94305, United States
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Kryza-Lacombe M, Spaulding I, Ku CK, Pearson N, Stein MB, Taylor CT. Amplification of positivity for depression and anxiety: Neural prediction of treatment response. Behav Res Ther 2024; 178:104545. [PMID: 38714105 DOI: 10.1016/j.brat.2024.104545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 04/15/2024] [Accepted: 04/19/2024] [Indexed: 05/09/2024]
Abstract
Psychosocial treatments targeting the positive valence system (PVS) in depression and anxiety demonstrate efficacy in enhancing positive affect (PA), but response to treatment varies. We examined whether individual differences in neural activation to positive and negative valence incentive cues underlies differences in benefitting from a PVS-targeted treatment. Individuals with clinically elevated depression and/or anxiety (N = 88, ages 18 to 55) participated in one of two randomized, waitlist-controlled trials of Amplification of Positivity (AMP; NCT02330627, NCT03196544), a cognitive and behavioral intervention targeting the PVS. Participants completed a monetary incentive delay (MID) task during fMRI acquisition at baseline measuring neural activation to the possibility of gaining or losing money. Change in PA from before to after treatment was assessed using the Positive and Negative Affect Schedule. No significant associations were observed between baseline neural activation during gain anticipation and AMP-related changes in PA in regions of interest (striatum and insula) or whole-brain analyses. However, higher baseline striatal and insula activation during loss anticipation was associated with greater increases in PA post-AMP. This study provides preliminary evidence suggesting neural reactivity to negative valence cues may inform who stands to benefit most from treatments targeting the PVS.
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Affiliation(s)
- Maria Kryza-Lacombe
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, USA
| | - Isabella Spaulding
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, USA
| | - Cheuk King Ku
- Department of Psychiatry, University of California, San Diego, USA
| | - Nana Pearson
- Department of Psychiatry, University of California, San Diego, USA
| | - Murray B Stein
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, USA; Department of Psychiatry, University of California, San Diego, USA
| | - Charles T Taylor
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, USA; Department of Psychiatry, University of California, San Diego, USA.
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Bari S, Kim BW, Vike NL, Lalvani S, Stefanopoulos L, Maglaveras N, Block M, Strawn J, Katsaggelos AK, Breiter HC. A novel approach to anxiety level prediction using small sets of judgment and survey variables. NPJ MENTAL HEALTH RESEARCH 2024; 3:29. [PMID: 38890545 PMCID: PMC11189415 DOI: 10.1038/s44184-024-00074-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 05/16/2024] [Indexed: 06/20/2024]
Abstract
Anxiety, a condition characterized by intense fear and persistent worry, affects millions each year and, when severe, is distressing and functionally impairing. Numerous machine learning frameworks have been developed and tested to predict features of anxiety and anxiety traits. This study extended these approaches by using a small set of interpretable judgment variables (n = 15) and contextual variables (demographics, perceived loneliness, COVID-19 history) to (1) understand the relationships between these variables and (2) develop a framework to predict anxiety levels [derived from the State Trait Anxiety Inventory (STAI)]. This set of 15 judgment variables, including loss aversion and risk aversion, models biases in reward/aversion judgments extracted from an unsupervised, short (2-3 min) picture rating task (using the International Affective Picture System) that can be completed on a smartphone. The study cohort consisted of 3476 de-identified adult participants from across the United States who were recruited using an email survey database. Using a balanced Random Forest approach with these judgment and contextual variables, STAI-derived anxiety levels were predicted with up to 81% accuracy and 0.71 AUC ROC. Normalized Gini scores showed that the most important predictors (age, loneliness, household income, employment status) contributed a total of 29-31% of the cumulative relative importance and up to 61% was contributed by judgment variables. Mediation/moderation statistics revealed that the interactions between judgment and contextual variables appears to be important for accurately predicting anxiety levels. Median shifts in judgment variables described a behavioral profile for individuals with higher anxiety levels that was characterized by less resilience, more avoidance, and more indifference behavior. This study supports the hypothesis that distinct constellations of 15 interpretable judgment variables, along with contextual variables, could yield an efficient and highly scalable system for mental health assessment. These results contribute to our understanding of underlying psychological processes that are necessary to characterize what causes variance in anxiety conditions and its behaviors, which can impact treatment development and efficacy.
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Affiliation(s)
- Sumra Bari
- Department of Computer Science, University of Cincinnati, Cincinnati, OH, USA
| | - Byoung-Woo Kim
- Department of Computer Science, University of Cincinnati, Cincinnati, OH, USA
| | - Nicole L Vike
- Department of Computer Science, University of Cincinnati, Cincinnati, OH, USA
| | - Shamal Lalvani
- Department of Electrical Engineering, Northwestern University, Evanston, IL, USA
| | - Leandros Stefanopoulos
- Department of Electrical Engineering, Northwestern University, Evanston, IL, USA
- Laboratory of Medical Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nicos Maglaveras
- Laboratory of Medical Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Martin Block
- Integrated Marketing Communications, Medill School of Journalism, Northwestern University, Evanston, IL, USA
| | - Jeffrey Strawn
- Department of Psychiatry and Behavioral Neuroscience, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Aggelos K Katsaggelos
- Department of Electrical Engineering, Northwestern University, Evanston, IL, USA
- Department of Computer Science, Northwestern University, Evanston, IL, USA
- Department of Radiology, Northwestern University, Chicago, IL, USA
| | - Hans C Breiter
- Department of Computer Science, University of Cincinnati, Cincinnati, OH, USA.
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, OH, USA.
- Department of Psychiatry, Massachusetts General Hospital and Harvard School of Medicine, Boston, MA, USA.
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Palumbo A, Groves K, Munoz-Vidal EL, Turry A, Codio R, Raghavan P, Schambra H, Voelbel GT, Ripollés P. Improvisation and live accompaniment increase motor response and reward during a music playing task. Sci Rep 2024; 14:13112. [PMID: 38849348 PMCID: PMC11161496 DOI: 10.1038/s41598-024-62794-6] [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: 12/07/2023] [Accepted: 05/21/2024] [Indexed: 06/09/2024] Open
Abstract
Music provides a reward that can enhance learning and motivation in humans. While music is often combined with exercise to improve performance and upregulate mood, the relationship between music-induced reward and motor output is poorly understood. Here, we study music reward and motor output at the same time by capitalizing on music playing. Specifically, we investigate the effects of music improvisation and live accompaniment on motor, autonomic, and affective responses. Thirty adults performed a drumming task while (i) improvising or maintaining the beat and (ii) with live or recorded accompaniment. Motor response was characterized by acceleration of hand movements (accelerometry), wrist flexor and extensor muscle activation (electromyography), and the drum strike count (i.e., the number of drum strikes played). Autonomic arousal was measured by tonic response of electrodermal activity (EDA) and heart rate (HR). Affective responses were measured by a 12-item Likert scale. The combination of improvisation and live accompaniment, as compared to all other conditions, significantly increased acceleration of hand movements and muscle activation, as well as participant reports of reward during music playing. Improvisation, regardless of type of accompaniment, increased the drum strike count and autonomic arousal (including tonic EDA responses and several measures of HR), as well as participant reports of challenge. Importantly, increased motor response was associated with increased reward ratings during music improvisation, but not while participants were maintaining the beat. The increased motor responses achieved with improvisation and live accompaniment have important implications for enhancing dose of movement during exercise and physical rehabilitation.
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Affiliation(s)
- Anna Palumbo
- Rehabilitation Sciences Program, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, 10003, USA.
- Department of Psychology, New York University, New York, NY, 10003, USA.
- Music and Audio Research Lab, New York University, New York, NY, 10003, USA.
- Center for Language, Music, and Emotion (CLaME), New York University, New York, NY, 10003, USA.
| | - Karleigh Groves
- Department of Psychology, New York University, New York, NY, 10003, USA
- Music and Audio Research Lab, New York University, New York, NY, 10003, USA
- Center for Language, Music, and Emotion (CLaME), New York University, New York, NY, 10003, USA
| | - Eva Luna Munoz-Vidal
- Rehabilitation Sciences Program, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, 10003, USA
- Department of Psychology, New York University, New York, NY, 10003, USA
- Music and Audio Research Lab, New York University, New York, NY, 10003, USA
- Center for Language, Music, and Emotion (CLaME), New York University, New York, NY, 10003, USA
| | - Alan Turry
- Department of Music and Performing Arts Professions, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, 10003, USA
- Nordoff-Robbins Center for Music Therapy, New York University, New York, NY, 10003, USA
| | - Robert Codio
- Music and Audio Research Lab, New York University, New York, NY, 10003, USA
- Nordoff-Robbins Center for Music Therapy, New York University, New York, NY, 10003, USA
| | - Preeti Raghavan
- Department of Physical Medicine and Rehabilitation and Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
| | - Heidi Schambra
- New York University Grossman School of Medicine, New York, NY, 10016, USA
| | - Gerald T Voelbel
- Rehabilitation Sciences Program, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, 10003, USA
- Department of Occupational Therapy, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY, 10003, USA
- Center of Health and Rehabilitation Research, New York University, New York, NY, 10003, USA
- Department of Rehabilitation Medicine, Rusk Rehabilitation, NYU Langone Health, New York, NY, 10016, USA
| | - Pablo Ripollés
- Department of Psychology, New York University, New York, NY, 10003, USA.
- Music and Audio Research Lab, New York University, New York, NY, 10003, USA.
- Center for Language, Music, and Emotion (CLaME), New York University, New York, NY, 10003, USA.
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11
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Rassaby M, Rogers JM, Taylor CT. Validation of the Approach-Avoidance Temperament Questionnaire in Individuals with Anxiety and Depression. J Pers Assess 2024:1-13. [PMID: 38776435 DOI: 10.1080/00223891.2024.2350466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024]
Abstract
The Approach-Avoidance Temperament Questionnaire (ATQ) is a well-established measure assessing heightened sensitivity and reactivity to reward/positive stimuli (approach temperament) and to punishment/negative stimuli (avoidance temperament). These basic dimensions of personality are believed to be important for understanding the etiology and maintenance of anxiety and depressive disorders. Despite the ATQ's potential utility in clinical psychology research, its psychometric properties and factor structure have yet to be examined in a psychiatric sample. The aims of the present study were to 1) conduct confirmatory factor analysis to replicate the ATQ's factor structure in individuals diagnosed with an anxiety or depressive disorder (N = 244), 2) assess internal consistency and convergent and divergent validity, and 3) explore differences in approach and avoidance temperaments in individuals with versus without a diagnosis of anxiety or depression. Results confirmed the original two-factor structure of the ATQ in a clinical sample, with approach and avoidance temperaments representing orthogonal dimensions. The measure demonstrated strong internal consistency, convergent and divergent validity, and predictive validity. Individuals with anxiety and depression scored higher on avoidance items and lower on approach items compared to those without clinical diagnoses. This study supports the use of the ATQ in clinical populations.
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Affiliation(s)
- Madeleine Rassaby
- UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University
| | - Jeffrey M Rogers
- UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University
| | - Charles T Taylor
- UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University
- Department of Psychiatry, University of California San Diego, San Diego, California
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12
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Hallford DJ, Seydavi M, Akbari M. The Perceived Functions and Phenomenological Characteristics of Future Thinking and Clinically Significant Generalized Anxiety Disorder Symptoms. Clin Psychol Psychother 2024; 31:e2978. [PMID: 38706135 DOI: 10.1002/cpp.2978] [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: 11/03/2023] [Revised: 02/16/2024] [Accepted: 03/15/2024] [Indexed: 05/07/2024]
Abstract
Current research indicates that anxiety disorders and elevated levels of trait anxiety are associated with biases and impairments when thinking of personally relevant future events, that is, future thinking. However, to date, little research has been conducted into how people with symptoms of clinical anxiety perceive the functions of future thinking. The current study presents a cross-sectional survey comparing individuals with elevated symptoms of generalized anxiety disorder (GAD) and related functional impact (N = 51, 43.1% female, Mage = 33.1, SD = 10.2) matched on age and gender with individuals with no clinically significant symptoms of GAD (N = 51, 43.1% female, Mage = 33.3, SD = 10.1) on self-reported functions of future thinking and a battery of items assessing the phenomenological characteristics. The results indicated various significant differences in the perceived functions of future thinking and its phenomenological characteristics in those with elevated GAD symptoms. Broadly, they indicate more frequent future thinking and more commonly for self-distraction or processing negatively valenced future events, and generally less adaptive mental representations that support current thinking on the psychopathological process of increased worry, anxious arousal and maladaptive cognition in clinical anxiety symptoms.
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Affiliation(s)
- David J Hallford
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
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13
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Spangler DP, Li EY, Revi GS, Kubota JT, Cloutier J, Lauharatanahirun N. The psychological costs of behavioral immunity following COVID-19 diagnosis. Sci Rep 2024; 14:9899. [PMID: 38688942 PMCID: PMC11061184 DOI: 10.1038/s41598-024-59408-6] [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: 11/27/2023] [Accepted: 04/10/2024] [Indexed: 05/02/2024] Open
Abstract
Prior COVID-19 infection may elevate activity of the behavioral immune system-the psychological mechanisms that foster avoidance of infection cues-to protect the individual from contracting the infection in the future. Such "adaptive behavioral immunity" may come with psychological costs, such as exacerbating the global pandemic's disruption of social and emotional processes (i.e., pandemic disruption). To investigate that idea, we tested a mediational pathway linking prior COVID infection and pandemic disruption through behavioral immunity markers, assessed with subjective emotional ratings. This was tested in a sample of 734 Mechanical Turk workers who completed study procedures online during the global pandemic (September 2021-January 2022). Behavioral immunity markers were estimated with an affective image rating paradigm. Here, participants reported experienced disgust/fear and appraisals of sickness/harm risk to images varying in emotional content. Participants self-reported on their previous COVID-19 diagnosis history and level of pandemic disruption. The findings support the proposed mediational pathway and suggest that a prior COVID-19 infection is associated with broadly elevated threat emotionality, even to neutral stimuli that do not typically elicit threat emotions. This elevated threat emotionality was in turn related to disrupted socioemotional functioning within the pandemic context. These findings inform the psychological mechanisms that might predispose COVID survivors to mental health difficulties.
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Affiliation(s)
- Derek P Spangler
- Department of Biobehavioral Health, Penn State University, University Park, Pennsylvania, USA.
| | - Evaline Y Li
- Department of Biobehavioral Health, Penn State University, University Park, Pennsylvania, USA
| | - Gabriela S Revi
- Department of Biobehavioral Health, Penn State University, University Park, Pennsylvania, USA
| | - Jennifer T Kubota
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
- Department of Political Science and International Relations, University of Delaware, Newark, Delaware, USA
| | - Jasmin Cloutier
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Nina Lauharatanahirun
- Department of Biobehavioral Health, Penn State University, University Park, Pennsylvania, USA
- Department of Biomedical Engineering, Penn State University, University Park, Pennsylvania, USA
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14
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Gencturk S, Unal G. Rodent tests of depression and anxiety: Construct validity and translational relevance. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2024; 24:191-224. [PMID: 38413466 PMCID: PMC11039509 DOI: 10.3758/s13415-024-01171-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/03/2024] [Indexed: 02/29/2024]
Abstract
Behavioral testing constitutes the primary method to measure the emotional states of nonhuman animals in preclinical research. Emerging as the characteristic tool of the behaviorist school of psychology, behavioral testing of animals, particularly rodents, is employed to understand the complex cognitive and affective symptoms of neuropsychiatric disorders. Following the symptom-based diagnosis model of the DSM, rodent models and tests of depression and anxiety focus on behavioral patterns that resemble the superficial symptoms of these disorders. While these practices provided researchers with a platform to screen novel antidepressant and anxiolytic drug candidates, their construct validity-involving relevant underlying mechanisms-has been questioned. In this review, we present the laboratory procedures used to assess depressive- and anxiety-like behaviors in rats and mice. These include constructs that rely on stress-triggered responses, such as behavioral despair, and those that emerge with nonaversive training, such as cognitive bias. We describe the specific behavioral tests that are used to assess these constructs and discuss the criticisms on their theoretical background. We review specific concerns about the construct validity and translational relevance of individual behavioral tests, outline the limitations of the traditional, symptom-based interpretation, and introduce novel, ethologically relevant frameworks that emphasize simple behavioral patterns. Finally, we explore behavioral monitoring and morphological analysis methods that can be integrated into behavioral testing and discuss how they can enhance the construct validity of these tests.
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Affiliation(s)
- Sinem Gencturk
- Behavioral Neuroscience Laboratory, Department of Psychology, Boğaziçi University, 34342, Istanbul, Turkey
| | - Gunes Unal
- Behavioral Neuroscience Laboratory, Department of Psychology, Boğaziçi University, 34342, Istanbul, Turkey.
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15
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Sistiaga S, Tseng WL, Zhang L, Rossignol M, Bellaert N. How are irritability and anhedonia symptoms linked? A network approach. J Clin Psychol 2024. [PMID: 38497904 DOI: 10.1002/jclp.23679] [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: 12/13/2023] [Revised: 02/08/2024] [Accepted: 03/06/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND Anhedonia and irritability are two prevalent symptoms of major depressive disorder (MDD) that predict greater depression severity and poor outcomes, including suicidality. Although both symptoms have been proposed to result from paradoxical reward processing dysfunctions, the interactions between these symptoms remain unclear. Anhedonia is a multifaceted symptom reflecting impairments in multiple dimensions of reward processing (e.g., pleasure, desire, motivation, and effort) across distinct reward types (e.g., food, sensory experiences, social activities, hobbies) that may differentially interact with irritability. This study investigated the complex associations between anhedonia and irritability using network analysis. METHOD Participants (N = 448, Mage = 33.29, SD = 14.58) reported their symptoms of irritability on the Brief Irritability Test (Holtzman et al., 2015) and anhedonia (i.e., pleasure, desire, motivation, and effort dimensions across four reward types) on the Dimensional Anhedonia Rating Scale (Rizvi et al., 2015). A regularized Gaussian Graphical Model was built to estimate the network structure between items. RESULTS Irritability was negatively related to willingness to expand effort to obtain food/drinks (estimate = -0.18), social activities (-0.13), and hobbies (-0.12) rewards. Irritability was positively associated with a desire for food/drinks (0.12). LIMITATIONS Only a small proportion (5.8%) of our sample was clinical and the study design was cross-sectional. CONCLUSION A specific link between irritability and the effort dimension of the hedonic response across three reward types was identified. Investigating effort expenditure deficits with experimental paradigms may help us understand the mechanisms underlying the comorbidity between irritability and anhedonia in the context of MDD.
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Affiliation(s)
- Sonia Sistiaga
- Cognitive Psychology and Neuropsychology Department, University of Mons, Mons, Belgium
| | - Wan-Ling Tseng
- Yale Child Study Center, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Lanting Zhang
- Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, UK
| | - Mandy Rossignol
- Cognitive Psychology and Neuropsychology Department, University of Mons, Mons, Belgium
| | - Nellia Bellaert
- Cognitive Psychology and Neuropsychology Department, University of Mons, Mons, Belgium
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16
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Hoffman SN, Rassaby MM, Stein MB, Taylor CT. Positive and negative affect change following psychotherapeutic treatment for anxiety-related disorders: A systematic review and meta-analysis. J Affect Disord 2024; 349:358-369. [PMID: 38211753 DOI: 10.1016/j.jad.2024.01.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 12/05/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
BACKGROUND Anxiety-related disorders feature elevated negative affect (NA), and in some cases, diminished positive affect (PA). It remains unclear how well extant psychotherapies for anxiety-related disorders improve PA versus NA. METHODS We systematically searched the Cochrane Central Register of Controlled Trials, PubMed, PsychInfo, and Web of Science databases. Records included studies involving (1) patients with a principal or co-principal diagnosis of at least one anxiety-related disorder (i.e., generalized anxiety, social anxiety, panic, agoraphobia, health anxiety, specific phobia, obsessive-compulsive disorder, or posttraumatic stress disorder), and (2) pre- and post-treatment PA and NA scores or a change index between pre- and post-treatment PA and NA scores. Effect sizes were calculated for meta-analyses. RESULTS Fourteen studies with 1001 adults with an anxiety-related disorder were included. Psychotherapeutic interventions included cognitive behavioral, present-centered, and imagery-based approaches. Treatments reduced NA (g = -0.90; 95%CI [-1.19, -0.61]) to a greater extent than they improved PA (g = 0.27; 95%CI [0.05, 0.59]), Z = -5.26, p < .001. The limited number of studies available precluded analyses of the relationship between changes in affect and symptoms. LIMITATIONS Results should be considered with caution given the small number and heterogeneity of included studies. CONCLUSIONS Current psychotherapeutic interventions for anxiety-related disorders may not improve PA and NA to comparable levels.
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Affiliation(s)
- Samantha N Hoffman
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, 6363 Alvarado Court, Suite 103, San Diego, CA 92120, USA.
| | - Madeleine M Rassaby
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, 6363 Alvarado Court, Suite 103, San Diego, CA 92120, USA.
| | - Murray B Stein
- University of California San Diego, Department of Psychiatry, 9452 Medical Center Drive, 4E-226, La Jolla, CA 921037, USA.
| | - Charles T Taylor
- University of California San Diego, Department of Psychiatry, 9452 Medical Center Drive, 4E-226, La Jolla, CA 921037, USA.
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17
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Hyde LW, Bezek JL, Michael C. The future of neuroscience in developmental psychopathology. Dev Psychopathol 2024:1-16. [PMID: 38444150 DOI: 10.1017/s0954579424000233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
Developmental psychopathology started as an intersection of fields and is now a field itself. As we contemplate the future of this field, we consider the ways in which a newer, interdisciplinary field - human developmental neuroscience - can inform, and be informed by, developmental psychopathology. To do so, we outline principles of developmental psychopathology and how they are and/or can be implemented in developmental neuroscience. In turn, we highlight how the collaboration between these fields can lead to richer models and more impactful translation. In doing so, we describe the ways in which models from developmental psychopathology can enrich developmental neuroscience and future directions for developmental psychopathology.
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Affiliation(s)
- Luke W Hyde
- Department of Psychology, Survey Research Center at the Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Jessica L Bezek
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Cleanthis Michael
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
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18
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Olson EA, Ahmad S, Granger SJ, Ashraf A, Pizzagalli DA, Rosso IM. Anhedonia and Delay Discounting: Differing Patterns of Brain-Behavior Relationships in Healthy Control Participants Versus Individuals With Posttraumatic Stress Disorder. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:80-90. [PMID: 37536568 PMCID: PMC10830883 DOI: 10.1016/j.bpsc.2023.07.013] [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: 02/03/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Anhedonia may contribute to individual differences in delay discounting (DD). In prior work, we found that higher anhedonia was associated with shallower DD in healthy control (HC) participants but steeper DD in individuals with posttraumatic stress disorder (PTSD). In this study, we aimed to directly compare the relationship between anhedonia and DD across groups and to identify functional brain correlates of this interaction. METHODS Participants (HC group: n = 23, DSM-5 PTSD group: n = 23) completed a questionnaire assessing anhedonia (Snaith-Hamilton Pleasure Scale [SHAPS]), task-based functional magnetic resonance imaging of decision making including DD, and resting-state functional magnetic resonance imaging. Task-based activity and resting-state functional connectivity were evaluated in reward-related regions that have also been implicated in PTSD (nucleus accumbens [NAcc], right anterior insula). RESULTS Higher SHAPS scores were associated with steeper DD in PTSD, but there was no relationship between DD and SHAPS in the HC group. There was a significant group-by-SHAPS interaction for NAcc activity, t31 = 2.92, p = .007: Greater NAcc activity when immediate rewards were chosen was associated with higher SHAPS in the PTSD group but lower SHAPS in the HC group. In resting-state functional connectivity, there was a group-by-SHAPS interaction between the NAcc seed and right parietal and frontal pole clusters. CONCLUSIONS These results extend prior findings that anhedonia is associated with steeper DD in PTSD and demonstrate that this behavioral finding occurs in the context of NAcc hyperactivity to immediate rewards and hyperconnectivity in anhedonic individuals with PTSD.
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Affiliation(s)
- Elizabeth A Olson
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.
| | - Subul Ahmad
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - Steven J Granger
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Aseelah Ashraf
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - Diego A Pizzagalli
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; McLean Imaging Center, McLean Hospital, Belmont, Massachusetts
| | - Isabelle M Rosso
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
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19
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Chakravarthula LN, Padmala S. Negative emotion reduces the discriminability of reward outcomes in the ventromedial prefrontal cortex. Soc Cogn Affect Neurosci 2023; 18:nsad067. [PMID: 37978320 PMCID: PMC10661064 DOI: 10.1093/scan/nsad067] [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: 06/10/2023] [Revised: 09/11/2023] [Accepted: 11/17/2023] [Indexed: 11/19/2023] Open
Abstract
Reward and emotion are tightly intertwined, so there is a growing interest in mapping their interactions. However, our knowledge of these interactions in the human brain, especially during the consummatory phase of reward is limited. To address this critical gap, we conducted a functional magnetic resonance imaging study to investigate the effects of negative emotion on reward outcome processing. We employed a novel design where emotional valence (negative or neutral) indicated the type of outcome (reward or no-reward) in a choice task. We focused our functional magnetic resonance imaging analysis on the ventro-medial prefrontal cortex (vmPFC), ventral striatum and amygdala, which were frequently implicated in reward outcome processing. In these regions of interest, we performed multi-voxel pattern analysis to specifically probe how negative emotion modulates reward outcome processing. In vmPFC, using decoding analysis, we found evidence consistent with the reduced discriminability of multi-variate activity patterns of reward vs no-reward outcomes when signaled by a negative relative to a neutral image, suggesting an emotional modulation of reward processing along the plausible common value/valence dimension. These findings advance our limited understanding of the basic brain mechanisms underlying the influence of negative emotion on consummatory reward processing, with potential implications for mental disorders, particularly anxiety and depression.
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Affiliation(s)
| | - Srikanth Padmala
- Centre for Neuroscience, Indian Institute of Science, Bangalore, KA 560012, India
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20
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Coombes BJ, Landi I, Choi KW, Singh K, Fennessy B, Jenkins GD, Batzler A, Pendegraft R, Nunez NA, Gao YN, Ryu E, Wickramaratne P, Weissman MM, Pathak J, Mann JJ, Smoller JW, Davis LK, Olfson M, Charney AW, Biernacka JM. The genetic contribution to the comorbidity of depression and anxiety: a multi-site electronic health records study of almost 178 000 people. Psychol Med 2023; 53:7368-7374. [PMID: 38078748 PMCID: PMC10719682 DOI: 10.1017/s0033291723000983] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 03/22/2023] [Accepted: 03/27/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Depression and anxiety are common and highly comorbid, and their comorbidity is associated with poorer outcomes posing clinical and public health concerns. We evaluated the polygenic contribution to comorbid depression and anxiety, and to each in isolation. METHODS Diagnostic codes were extracted from electronic health records for four biobanks [N = 177 865 including 138 632 European (77.9%), 25 612 African (14.4%), and 13 621 Hispanic (7.7%) ancestry participants]. The outcome was a four-level variable representing the depression/anxiety diagnosis group: neither, depression-only, anxiety-only, and comorbid. Multinomial regression was used to test for association of depression and anxiety polygenic risk scores (PRSs) with the outcome while adjusting for principal components of ancestry. RESULTS In total, 132 960 patients had neither diagnosis (74.8%), 16 092 depression-only (9.0%), 13 098 anxiety-only (7.4%), and 16 584 comorbid (9.3%). In the European meta-analysis across biobanks, both PRSs were higher in each diagnosis group compared to controls. Notably, depression-PRS (OR 1.20 per s.d. increase in PRS; 95% CI 1.18-1.23) and anxiety-PRS (OR 1.07; 95% CI 1.05-1.09) had the largest effect when the comorbid group was compared with controls. Furthermore, the depression-PRS was significantly higher in the comorbid group than the depression-only group (OR 1.09; 95% CI 1.06-1.12) and the anxiety-only group (OR 1.15; 95% CI 1.11-1.19) and was significantly higher in the depression-only group than the anxiety-only group (OR 1.06; 95% CI 1.02-1.09), showing a genetic risk gradient across the conditions and the comorbidity. CONCLUSIONS This study suggests that depression and anxiety have partially independent genetic liabilities and the genetic vulnerabilities to depression and anxiety make distinct contributions to comorbid depression and anxiety.
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Affiliation(s)
- Brandon J Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Isotta Landi
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mount Sinai Clinical Intelligence Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Karmel W Choi
- Department of Psychiatry, Center for Precision Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Kritika Singh
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Brian Fennessy
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Greg D Jenkins
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Anthony Batzler
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Richard Pendegraft
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Nicolas A Nunez
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Y Nina Gao
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, USA
| | - Euijung Ryu
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Priya Wickramaratne
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, USA
| | - Myrna M Weissman
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, USA
| | | | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York, USA
- Clinical and Translational Science Center, Weill Cornell Medicine, New York, New York, USA
| | - J John Mann
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, USA
| | - Jordan W Smoller
- Department of Psychiatry, Center for Precision Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lea K Davis
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mark Olfson
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, USA
| | - Alexander W Charney
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Mount Sinai Clinical Intelligence Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joanna M Biernacka
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
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21
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Case NF, Brown TG. Examining the predictive potential of depressed mood and alcohol misuse on risky driving. Alcohol Alcohol 2023; 58:532-538. [PMID: 37318107 PMCID: PMC10493518 DOI: 10.1093/alcalc/agad042] [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: 08/12/2022] [Revised: 05/02/2023] [Accepted: 05/23/2023] [Indexed: 06/16/2023] Open
Abstract
AIMS Male driving while impaired (DWI) offenders are at heightened risk for engaging in risky driving. Males in a depressed mood are also more prone to alcohol misuse, which may further contribute to risky driving. This manuscript investigates the predictive potential of combined depressed mood and alcohol misuse on risky driving outcomes 3 and 9 years after baseline in male DWI offenders. METHODS At baseline, participants completed questionnaires assessing depressed mood (Major Depression scale of the Millon Clinical Multiaxial Inventory-III), alcohol misuse (Alcohol Use Disorders Identification Test), and sensation-seeking (Sensation Seeking Scale-V). Risky driving data (Analyse des comportements routiers; ACR3) were collected at follow-up 3 years after baseline. Driving offence data were obtained for 9 years after baseline. RESULTS There were 129 participants. As 50.4% of the sample were missing ACR3 scores, multiple imputation was conducted. In the final regression model, R2 = 0.34, F(7,121) = 8.76, P < 0.001, alcohol misuse significantly predicted ACR3, B = 0.56, t = 1.96, P = 0.05. Depressed mood, however, did not significantly predict ACR3 and sensation-seeking was not a significant moderator. Although the regression model predicting risky driving offences at Year 9 was significant R2 = 0.37, F(10,108) = 6.41, P < 0.001, neither depressed mood nor alcohol misuse was a significant predictor. CONCLUSIONS These findings identify alcohol misuse as a predictor of risky driving 3 years after baseline among male DWI offenders. This enhances our prediction of risky driving, extending beyond the widely researched acute impacts of alcohol by exploring chronic patterns.
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Affiliation(s)
- Nevicia F Case
- Department of Psychiatry, McGill University, 1033 Pine Ave. W, Montreal, QC H3A 1A1, Canada
- Addiction Research Program, Douglas Mental Health University Institute, 6875 Boulevard LaSalle, Montreal, QC H4H 1R3, Canada
| | - Thomas G Brown
- Department of Psychiatry, McGill University, 1033 Pine Ave. W, Montreal, QC H3A 1A1, Canada
- Addiction Research Program, Douglas Mental Health University Institute, 6875 Boulevard LaSalle, Montreal, QC H4H 1R3, Canada
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22
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Liu T, Peng MM, Wong FHC, Leung DKY, Zhang W, Wong GHY, Lum TYS. Differential Associations Between Depressive Symptom-Domains With Anxiety, Loneliness, and Cognition in a Sample of Community Older Chinese Adults: A Multiple Indicators Multiple Causes Approach. Innov Aging 2023; 7:igad075. [PMID: 37727600 PMCID: PMC10506173 DOI: 10.1093/geroni/igad075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Indexed: 09/21/2023] Open
Abstract
Background and Objectives Depressive symptoms are common in older adults, and often co-occur with other mental health problems. However, knowledge about depressive symptom-domains and their associations with other conditions is limited. This study examined depressive symptom-domains and associations with anxiety, cognition, and loneliness. Research Design and Methods A sample of 3,795 participants aged 60 years and older were recruited from the community in Hong Kong. They were assessed for depressive symptoms (Patient Health Questionnaire-9 [PHQ-9]), anxiety (Generalized Anxiety Disorder 7-item), loneliness (UCLA 3-item), and cognition (Montreal Cognitive Assessment 5-Minute Protocol). Summary descriptive statistics were calculated, followed by confirmatory factor analysis of PHQ-9. Multiple Indicators Multiple Causes analysis was used to examine the associations between mental health conditions in the general sample and subgroups based on depressive symptom severity. Results A 4-factor model based on the Research Domain Criteria showed the best model fit of PHQ-9 (χ2/df = 10.63, Root-Mean-Square Error of Approximation = 0.05, Comparative Fit Index = 0.96, Tucker-Lewis Index = 0.93). After adjusting for demographics, 4 depressive symptom-domains were differentially associated with anxiety, loneliness, and cognition across different depression severity groups. The Negative Valance Systems and Internalizing domain (NVS-I; guilt and self-harm) were consistently associated with anxiety (β = 0.45, 0.44) and loneliness (β = 0.11, 0.27) regardless of depression severity (at risk/mild vs moderate and more severe, respectively, all p < .001). Discussion and Implications The consistent associations between the NVS-I domain of depression with anxiety and loneliness warrant attention. Simultaneous considerations of depressive symptom-domains and symptom severity are needed for designing more personalized care. Clinical Trials Registration Number NCT03593889.
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Affiliation(s)
- Tianyin Liu
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
| | - Man-Man Peng
- Institute of Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, China
| | - Frankie H C Wong
- Philip Merrill College of Journalism, University of Maryland, College Park, Maryland, USA
| | - Dara K Y Leung
- Sau Po Centre on Ageing, The University of Hong Kong, Hong Kong, China
| | - Wen Zhang
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong, China
| | - Gloria H Y Wong
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
| | - Terry Y S Lum
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
- Sau Po Centre on Ageing, The University of Hong Kong, Hong Kong, China
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23
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LeDuke DO, Borio M, Miranda R, Tye KM. Anxiety and depression: A top-down, bottom-up model of circuit function. Ann N Y Acad Sci 2023; 1525:70-87. [PMID: 37129246 PMCID: PMC10695657 DOI: 10.1111/nyas.14997] [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: 05/03/2023]
Abstract
A functional interplay of bottom-up and top-down processing allows an individual to appropriately respond to the dynamic environment around them. These processing modalities can be represented as attractor states using a dynamical systems model of the brain. The transition probability to move from one attractor state to another is dependent on the stability, depth, neuromodulatory tone, and tonic changes in plasticity. However, how does the relationship between these states change in disease states, such as anxiety or depression? We describe bottom-up and top-down processing from Marr's computational-algorithmic-implementation perspective to understand depressive and anxious disease states. We illustrate examples of bottom-up processing as basolateral amygdala signaling and projections and top-down processing as medial prefrontal cortex internal signaling and projections. Understanding these internal processing dynamics can help us better model the multifaceted elements of anxiety and depression.
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Affiliation(s)
- Deryn O. LeDuke
- Salk Institute for Biological Studies, La Jolla, California, USA
- Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, California, USA
| | - Matilde Borio
- Salk Institute for Biological Studies, La Jolla, California, USA
| | - Raymundo Miranda
- Salk Institute for Biological Studies, La Jolla, California, USA
- Neurosciences Graduate Program, University of California San Diego, La Jolla, California, USA
| | - Kay M. Tye
- Salk Institute for Biological Studies, La Jolla, California, USA
- Howard Hughes Medical Institute, La Jolla, California, USA
- Kavli Institute for the Brain and Mind, La Jolla, California, USA
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24
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Förstner BR, Böttger SJ, Moldavski A, Bajbouj M, Pfennig A, Manook A, Ising M, Pittig A, Heinig I, Heinz A, Mathiak K, Schulze TG, Schneider F, Kamp-Becker I, Meyer-Lindenberg A, Padberg F, Banaschewski T, Bauer M, Rupprecht R, Wittchen HU, Rapp MA, Tschorn M. The associations of Positive and Negative Valence Systems, Cognitive Systems and Social Processes on disease severity in anxiety and depressive disorders. Front Psychiatry 2023; 14:1161097. [PMID: 37398596 PMCID: PMC10313476 DOI: 10.3389/fpsyt.2023.1161097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/19/2023] [Indexed: 07/04/2023] Open
Abstract
Background Anxiety and depressive disorders share common features of mood dysfunctions. This has stimulated interest in transdiagnostic dimensional research as proposed by the Research Domain Criteria (RDoC) approach by the National Institute of Mental Health (NIMH) aiming to improve the understanding of underlying disease mechanisms. The purpose of this study was to investigate the processing of RDoC domains in relation to disease severity in order to identify latent disorder-specific as well as transdiagnostic indicators of disease severity in patients with anxiety and depressive disorders. Methods Within the German research network for mental disorders, 895 participants (n = 476 female, n = 602 anxiety disorder, n = 257 depressive disorder) were recruited for the Phenotypic, Diagnostic and Clinical Domain Assessment Network Germany (PD-CAN) and included in this cross-sectional study. We performed incremental regression models to investigate the association of four RDoC domains on disease severity in patients with affective disorders: Positive (PVS) and Negative Valance System (NVS), Cognitive Systems (CS) and Social Processes (SP). Results The results confirmed a transdiagnostic relationship for all four domains, as we found significant main effects on disease severity within domain-specific models (PVS: β = -0.35; NVS: β = 0.39; CS: β = -0.12; SP: β = -0.32). We also found three significant interaction effects with main diagnosis showing a disease-specific association. Limitations The cross-sectional study design prevents causal conclusions. Further limitations include possible outliers and heteroskedasticity in all regression models which we appropriately controlled for. Conclusion Our key results show that symptom burden in anxiety and depressive disorders is associated with latent RDoC indicators in transdiagnostic and disease-specific ways.
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Affiliation(s)
- Bernd R. Förstner
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
| | - Sarah Jane Böttger
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
| | - Alexander Moldavski
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Mannheim, Germany
| | - Malek Bajbouj
- Charité–Universitätsmedizin Berlin, Department of Psychiatry, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
| | - Andrea Pfennig
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - André Manook
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Marcus Ising
- Max Planck Institute of Psychiatry, Munich, Germany
| | - Andre Pittig
- Institute of Clinical Psychology and Psychotherapy, Technical University Dresden, Dresden, Germany
- Translational Psychotherapy, Institute of Psychology, University of Goettingen, Goettingen, Germany
| | - Ingmar Heinig
- Institute of Clinical Psychology and Psychotherapy, Technical University Dresden, Dresden, Germany
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy CCM, Charité–Universitätsmedizin Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
| | - Klaus Mathiak
- Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, Aachen, Germany
- JARA-Brain, Research Center Jülich, Jülich, Germany
| | - Thomas G. Schulze
- Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Munich, Germany
- Department of Psychiatry and Behavioral Sciences, Norton College of Medicine, SUNY Upstate Medical University, Syracuse, NY, United States
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins University, Baltimore, MD, United States
| | - Frank Schneider
- Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, Aachen, Germany
- University Hospital Düsseldorf, Medical School, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Inge Kamp-Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps University Marburg, Marburg, Germany
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Mannheim, Germany
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Mannheim, Germany
| | - Michael Bauer
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Rainer Rupprecht
- Department of Psychiatry and Psychotherapy, University of Regensburg, Regensburg, Germany
| | - Hans-Ulrich Wittchen
- Institute of Clinical Psychology and Psychotherapy, Technical University Dresden, Dresden, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Michael A. Rapp
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
| | - Mira Tschorn
- Social and Preventive Medicine, Department of Sports and Health Sciences, University of Potsdam, Potsdam, Germany
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25
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Balasubramani PP, Diaz-Delgado J, Grennan G, Alim F, Zafar-Khan M, Maric V, Ramanathan D, Mishra J. Distinct neural activations correlate with maximization of reward magnitude versus frequency. Cereb Cortex 2023; 33:6038-6050. [PMID: 36573422 PMCID: PMC10422923 DOI: 10.1093/cercor/bhac482] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 11/15/2022] [Accepted: 11/17/2022] [Indexed: 12/29/2022] Open
Abstract
Choice selection strategies and decision-making are typically investigated using multiple-choice gambling paradigms that require participants to maximize expected value of rewards. However, research shows that performance in such paradigms suffers from individual biases towards the frequency of gains such that users often choose smaller frequent gains over larger rarely occurring gains, also referred to as melioration. To understand the basis of this subjective tradeoff, we used a simple 2-choice reward task paradigm in 186 healthy human adult subjects sampled across the adult lifespan. Cortical source reconstruction of simultaneously recorded electroencephalography suggested distinct neural correlates for maximizing reward magnitude versus frequency. We found that activations in the parahippocampal and entorhinal areas, which are typically linked to memory function, specifically correlated with maximization of reward magnitude. In contrast, maximization of reward frequency was correlated with activations in the lateral orbitofrontal cortices and operculum, typical areas involved in reward processing. These findings reveal distinct neural processes serving reward frequency versus magnitude maximization that can have clinical translational utility to optimize decision-making.
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Affiliation(s)
- Pragathi Priyadharsini Balasubramani
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
- Department of Cognitive Science, Indian Institute of Technology Kanpur, Kanpur 208016, India
| | - Juan Diaz-Delgado
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Gillian Grennan
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Fahad Alim
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Mariam Zafar-Khan
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Vojislav Maric
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Dhakshin Ramanathan
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
- Department of Mental Health, VA San Diego Medical Center, San Diego, CA, United States
- Center of Excellence for Stress and Mental Health, VA San Diego Medical Center, San Diego, CA, United States
| | - Jyoti Mishra
- Neural Engineering and Translation Labs, Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
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26
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Luckhardt C, Mühlherr AM, Schütz M, Jarczok TA, Jungmann SM, Howland V, Veit L, Althen H, Freitag CM. Reward processing in adolescents with social phobia and depression. Clin Neurophysiol 2023; 150:205-215. [PMID: 37104910 DOI: 10.1016/j.clinph.2023.03.356] [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: 08/10/2022] [Revised: 03/13/2023] [Accepted: 03/23/2023] [Indexed: 04/29/2023]
Abstract
OBJECTIVE Impaired reward processing has been found in individuals with anxiety, but also major depressive disorder (MDD). Here, we studied neural correlates of reward anticipation and processing in a sample of youth with severe social phobia and comorbid depression (SP/MDD) and investigated the specific contribution of SP and MDD symptoms. METHODS 15 affected, unmedicated and 25 typically developing (TD) youth completed a monetary gambling task, which included a positive, negative and ambiguous reward condition. Event-related potentials representing cue processing (cue P300), reward anticipation (stimulus preceding negativity, SPN), reward sensitivity (feedback related negativity, FRN) and reward processing (reward P300) were analysed. RESULTS Reduced amplitudes of the right hemispheric (r)SPN and reward P300 were observed in SP/MDD compared to TD. Within the SP/MDD group SP symptoms correlated with larger rSPN, and FRN amplitudes. MDD symptoms correlated with smaller rSPN and smaller FRN positive-negative difference wave. CONCLUSIONS Reward anticipation and feedback processing are reduced in SP/MDD. Higher SP symptoms are associated with stronger neural activation during reward anticipation and reward sensitivity. Depressive symptoms are associated with decreased reward anticipation and sensitivity. Findings are in line with the theory of heightened vigilance in anxiety and blunted reward processing due to anhedonia in MDD. SIGNIFICANCE The study results can inform behavioural interventions for SP and MDD.
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Affiliation(s)
- Christina Luckhardt
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Andreas M Mühlherr
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Magdalena Schütz
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Tomasz A Jarczok
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Stefanie M Jungmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany; Department of Clinical Psychology, Psychotherapy, and Experimental Psychopathology, Institute of Psychology Johannes Gutenberg-University Mainz Mainz, Germany.
| | - Vanessa Howland
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Lisa Veit
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Heike Althen
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt Deutschordenstr. 50, 60528 Frankfurt am Main, Germany.
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27
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Yang X, Fridman AJ, Unsworth N, Casement MD. Pupillary motility responses to affectively salient stimuli in individuals with depression or elevated risk of depression: A systematic review and meta-analysis. Neurosci Biobehav Rev 2023; 148:105125. [PMID: 36924842 DOI: 10.1016/j.neubiorev.2023.105125] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/16/2023] [Accepted: 03/08/2023] [Indexed: 03/17/2023]
Abstract
Elaborative affective processing is observed in depression, and pupillary reactivity, a continuous, sensitive, and reliable indicator of physiological arousal and neurocognitive processing, is increasingly utilized in studies of depression-related characteristics. As a first attempt to quantitively summarize existing evidence on depression-related pupillary reactivity alterations, this review and meta-analysis evaluated the direction, magnitude, and specificity of pupillary indices of affective processing towards positively, negatively, and neutrally-valenced stimuli among individuals diagnosed with depression or with elevated risk of depression. Studies on pupillary responses to affective stimuli in the target groups were identified in PsycINFO and PubMed databases. Twenty-two articles met inclusion criteria for the qualitative review and 16 for the quantitative review. Three-level frequentist and Bayesian models were applied to summarize pooled effects from baseline-controlled stimuli-induced average changes in pupillary responses. In general, compared to non-depressed individuals, individuals with depression or elevated risk of depression exhibited higher pupillary reactivity (d =0.15) towards negatively-valenced stimuli during affective processing. Pupillary motility towards negatively-valenced stimuli may be a promising trait-like marker for depression vulnerability.
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Affiliation(s)
- Xi Yang
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Andrew J Fridman
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Nash Unsworth
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
| | - Melynda D Casement
- Department of Psychology, University of Oregon, 1451 Onyx St, Eugene, OR US 97403, USA.
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28
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Dell’Acqua C, Palomba D, Patron E, Messerotti Benvenuti S. Rethinking the risk for depression using the RDoC: A psychophysiological perspective. Front Psychol 2023; 14:1108275. [PMID: 36814670 PMCID: PMC9939768 DOI: 10.3389/fpsyg.2023.1108275] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 01/12/2023] [Indexed: 02/08/2023] Open
Abstract
Considering that the classical categorical approach to mental disorders does not allow a clear identification of at-risk conditions, the dimensional approach provided by the Research Domain Criteria (RDoC) is useful in the exploration of vulnerability to psychopathology. In the RDoC era, psychophysiological models have an important role in the reconceptualization of mental disorders. Indeed, progress in the study of depression vulnerability has increasingly been informed by psychophysiological models. By adopting an RDoC lens, this narrative review focuses on how psychophysiological models can be used to advance our knowledge of the pathophysiological mechanisms underlying depression vulnerability. Findings from psychophysiological research that explored multiple RDoC domains in populations at-risk for depression are reviewed and discussed. Future directions for the application of psychophysiological research in reaching a more complete understanding of depression vulnerability and, ultimately, improving clinical utility, are presented.
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Affiliation(s)
- Carola Dell’Acqua
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy,*Correspondence: Carola Dell’Acqua, ✉
| | - Daniela Palomba
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy
| | | | - Simone Messerotti Benvenuti
- Department of General Psychology, University of Padua, Padua, Italy,Padova Neuroscience Center (PNC), University of Padua, Padua, Italy,Hospital Psychology Unit, Padua University Hospital, Padua, Italy
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29
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Forys BJ, Tomm RJ, Stamboliyska D, Terpstra AR, Clark L, Chakrabarty T, Floresco SB, Todd RM. Gender Impacts the Relationship between Mood Disorder Symptoms and Effortful Avoidance Performance. eNeuro 2023; 10:ENEURO.0239-22.2023. [PMID: 36717265 PMCID: PMC9907394 DOI: 10.1523/eneuro.0239-22.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 01/04/2023] [Accepted: 01/09/2023] [Indexed: 02/01/2023] Open
Abstract
We must often decide how much effort to exert or withhold to avoid undesirable outcomes or obtain rewards. In depression and anxiety, levels of avoidance can be excessive and reward-seeking may be reduced. Yet outstanding questions remain about the links between motivated action/inhibition and anxiety and depression levels, and whether they differ between men and women. Here, we examined the relationship between anxiety and depression scores, and performance on effortful active and inhibitory avoidance (Study 1) and reward seeking (Study 2) in humans. Undergraduates and paid online workers ([Formula: see text] = 545, [Formula: see text] = 310; [Formula: see text] = 368, [Formula: see text] = 450, [Formula: see text] = 22.58, [Formula: see text] = 17-62) were assessed on the Beck Depression Inventory II (BDI) and the Beck Anxiety Inventory (BAI) and performed an instructed online avoidance or reward-seeking task. Participants had to make multiple presses on active trials and withhold presses on inhibitory trials to avoid an unpleasant sound (Study 1) or obtain points toward a monetary reward (Study 2). Overall, men deployed more effort than women in both avoidance and reward-seeking, and anxiety scores were negatively associated with active reward-seeking performance based on sensitivity scores. Gender interacted with anxiety scores and inhibitory avoidance performance, such that women with higher anxiety showed worse avoidance performance. Our results illuminate effects of gender in the relationship between anxiety and depression levels and the motivation to actively and effortfully respond to obtain positive and avoid negative outcomes.
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Affiliation(s)
- Brandon J Forys
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Ryan J Tomm
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Dayana Stamboliyska
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Alex R Terpstra
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
| | - Luke Clark
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Trisha Chakrabarty
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia V6T 2A1, Canada
| | - Stan B Floresco
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Rebecca M Todd
- Department of Psychology, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
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30
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Anderson Z, Damme KSF, Carroll AL, Ka-Yi Chat I, Young KS, Craske MG, Bookheimer S, Zinbarg R, Nusslock R. Association between reward-related functional connectivity and tri-level mood and anxiety symptoms. Neuroimage Clin 2023; 37:103335. [PMID: 36736199 PMCID: PMC9926301 DOI: 10.1016/j.nicl.2023.103335] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/29/2023]
Abstract
Depression and anxiety are associated with abnormalities in brain regions that process rewards including the medial orbitofrontal cortex (mOFC), the ventral striatum (VS), and the amygdala. However, there are inconsistencies in these findings. This may be due to past reliance on categorical diagnoses that, while valuable, provide less precision than may be required to understand subtle neural changes associated with symptoms of depression and anxiety. In contrast, the tri-level model defines symptom dimensions that are common (General Distress) or relatively specific (Anhedonia-Apprehension, Fears) to depression and anxiety related disorders, which provide increased precision. In the current study, eligibility was assessed by quasi-orthogonal screening questionnaires measuring reward and threat sensitivity (Behavioral Activation Scale; Eysenck Personality Questionnaire-Neuroticism). These participants were assessed on tri-level symptom severity and completed the Monetary Incentive Delay task during fMRI scanning. VS-mOFC and VS-amygdala connectivity were estimated during reward anticipation and reward outcome. Heightened General Distress was associated with lower VS-mOFC connectivity during reward anticipation (b = -0.064, p = 0.021) and reward outcome (b = -0.102, p = 0.014). Heightened Anhedonia-Apprehension was associated with greater VS-amygdala connectivity during reward anticipation (b = 0.065, p = 0.004). The present work has important implications for understanding the coupling between the mOFC and vS and the amygdala and the vS during reward processing in the pathophysiology of mood and anxiety symptoms and for developing targeted behavioral, pharmacological, and neuromodulatory interventions to help manage these symptoms.
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Affiliation(s)
- Zachary Anderson
- Department of Psychology, Northwestern University, Evanston, IL, USA.
| | - Katherine S F Damme
- Department of Psychology, Northwestern University, Evanston, IL, USA; Institute for Innovation in Developmental Sciences, Chicago, IL, USA
| | - Ann L Carroll
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Iris Ka-Yi Chat
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Katherine S Young
- Social, Genetic and Development Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College, London SE5 8AF, UK
| | - Michelle G Craske
- Department of Psychology, University of California Los Angeles, Los Angeles, USA; Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
| | - Susan Bookheimer
- Department of Psychology, University of California Los Angeles, Los Angeles, USA; Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA; Ahmanson-Lovelace Brain Mapping Center, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, USA; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, Los Angeles, USA
| | - Richard Zinbarg
- Department of Psychology, Northwestern University, Evanston, IL, USA; The Family Institute at Northwestern University, Evanston, IL, USA
| | - Robin Nusslock
- Department of Psychology, Northwestern University, Evanston, IL, USA; Institute for Policy Research, Northwestern University, Evanston, IL, USA
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Fear conditioning and extinction learning in the mood and anxiety disorders spectrum - Associations with the outcome of cognitive behavior therapy. Behav Res Ther 2023; 160:104229. [PMID: 36463833 DOI: 10.1016/j.brat.2022.104229] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 11/08/2022] [Accepted: 11/11/2022] [Indexed: 11/18/2022]
Abstract
In the current study, we test for the specificity of deficits in fear acquisition and extinction for the anxiety disorders spectrum. We compared fear acquisition and fear extinction learning between a group of patients with either an anxiety disorder (n = 93) or depression (n = 103) attending for treatment in our outpatient center and a sample of healthy control participants (n = 60). To assess the specificity of the predictive validity of extinction learning and safety learning for the outcome of exposure-based treatments, patients additionally underwent disorder-specific cognitive behavior therapy (CBT). We found only very little evidence for differences in safety or extinction learning between healthy controls and patients with anxiety-disorders or depression using both a group-based categorical analytic approach, as well as a trans-diagnostic, dimensional analytic approach. On the contrary, for anxiety patients only, more favorable extinction learning and more favorable safety learning was associated with more favorable treatment outcome. In sum, this specific prediction of treatment outcome in anxiety patients confirms and extends current theoretical models of exposure-based treatments for anxiety disorders, but does not support the notion of general extinction learning deficits in the anxiety disorders spectrum.
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Bylsma LM, Tan PZ, Silk JS, Forbes EE, McMakin DL, Dahl RE, Ryan ND, Ladouceur CD. The late positive potential during affective picture processing: Associations with daily life emotional functioning among adolescents with anxiety disorders. Int J Psychophysiol 2022; 182:70-80. [PMID: 36174791 PMCID: PMC10023197 DOI: 10.1016/j.ijpsycho.2022.09.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 09/04/2022] [Accepted: 09/21/2022] [Indexed: 11/27/2022]
Abstract
Pediatric anxiety disorders are characterized by potentiated threat responses and maladaptive emotion regulation (ER). The Late Positive Potential (LPP) is a neural index of heightened attention to emotional stimuli. Anxious individuals typically exhibit a larger LPP to unpleasant stimuli, but the LPP may also be blunted to unpleasant and pleasant stimuli for those with co-morbid depression. While a larger LPP is thought to reflect greater emotional reactivity, it is unknown to what extent variation in the LPP to laboratory stimuli corresponds to daily emotional functioning. We assessed the LPP in the laboratory in response to unpleasant, pleasant, and neutral images in combination with ecological momentary assessment of emotional reactivity and regulation in daily life among youth (9-14 years old; 55 % female) with anxiety disorders (ANX, N = 130) and no psychiatric diagnoses (ND, N = 47). We tested whether LPP amplitudes to unpleasant and pleasant stimuli (vs. neutral) are greater in ANX (vs. ND) youth and whether LPP amplitudes inversely correlate with co-morbid depression symptoms. We also examined associations between the LPP and daily life emotional functioning among ANX and ND youth. We found no group-by-valence effects on LPP amplitudes. Within ANX youth, higher depression symptoms were associated with smaller LPP amplitudes to unpleasant, but not pleasant, stimuli relative to neutral stimuli. Larger LPP amplitudes to emotional (relative to neutral) stimuli were correlated with use of specific ER strategies among ANX and ND youth but not emotional reactivity. While the LPP may reflect initial emotional reactivity to laboratory stimuli, it is associated with ER behaviors, and not emotional reactivity, in daily life.
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Affiliation(s)
- Lauren M Bylsma
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America
| | - Patricia Z Tan
- Department of Psychiatry, University of California - Los Angeles School of Medicine, United States of America
| | - Jennifer S Silk
- Department of Psychology, University of Pittsburgh, United States of America
| | - Erika E Forbes
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America
| | - Dana L McMakin
- Department of Psychology, Florida International University, United States of America
| | - Ronald E Dahl
- Department of Human Development, University of California, Berkeley, United States of America
| | - Neal D Ryan
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America
| | - Cecile D Ladouceur
- Department of Psychiatry, University of Pittsburgh School of Medicine, United States of America; Department of Psychology, University of Pittsburgh, United States of America.
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The importance of a multidimensional approach to the preclinical study of major depressive disorder and apathy. Emerg Top Life Sci 2022; 6:479-489. [PMID: 36413089 PMCID: PMC9788393 DOI: 10.1042/etls20220004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/14/2022] [Accepted: 11/15/2022] [Indexed: 11/24/2022]
Abstract
Both the neuropsychiatric syndrome of apathy and major depressive disorder comprise a heterogenous cluster of symptoms which span multiple behavioural domains. Despite this heterogeneity, there is a tendency in the preclinical literature to conclude a MDD or apathy-like phenotype from a single dimensional behavioural task used in isolation, which may lead to inaccurate phenotypic interpretation. This is significant, as apathy and major depressive disorder are clinically distinct with different underlying mechanisms and treatment approaches. At the clinical level, apathy and major depressive disorder can be dissociated in the negative valence (loss) domain of the Research Domain Criteria. Symptoms of MDD in the negative valence (loss) domain can include an exaggerated response to emotionally salient stimuli and low mood, while in contrast apathy is characterised by an emotionally blunted state. In this article, we highlight how using a single dimensional approach can limit psychiatric model interpretation. We discuss how integrating behavioural findings from both the positive and negative (loss) valence domains of the Research Domain Criteria can benefit interpretation of findings. We focus particularly on behaviours relating to the negative valence (loss) domain, which may be used to distinguish between apathy and major depressive disorder at the preclinical level. Finally, we consider how future approaches using home cage monitoring may offer a new opportunity to detect distinct behavioural profiles and benefit the overall translatability of findings.
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Akeman E, White E, Wolitzky-Taylor K, Santiago J, McDermott TJ, DeVille DC, Stewart JL, Paulus M, Taylor CT, Aupperle RL. Amplification of Positivity Therapy for Co-occurring Alcohol Use Disorder with Depression and Anxiety Symptoms: Pilot Feasibility Study and Case Series. Behav Modif 2022; 46:1021-1046. [PMID: 34253077 PMCID: PMC8752639 DOI: 10.1177/01454455211030506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Positive valence system dysregulation is a relatively unexplored transdiagnostic mechanism and potential treatment target underpinning alcohol use and anxiety and depression symptoms. The current study examined the feasibility and potential benefit of a behavioral intervention focused on amplification of positivity (AMP) with eight adults (five female) diagnosed with alcohol use disorder and clinically significant depression or anxiety (ClinicalTrials.gov: NCT04278365). AMP for alcohol use (AMP-A) was delivered in 11 individual sessions involving positive activity interventions integrated alongside psychoeducation and alcohol use monitoring. Case descriptions are provided to illustrate treatment implementation. Treatment credibility and acceptability, participant endorsement of the therapy, and homework compliance were rated moderate to high. Exploratory, intent-to-treat analyses suggested medium to large effect sizes for post-treatment improvements in alcohol use, depression, anxiety, and positive affect. Results provide initial evidence of feasibility and acceptability of AMP-A and will be useful for informing future randomized clinical trials to examine clinical efficacy.
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Affiliation(s)
| | - Evan White
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | | | - Timothy J. McDermott
- Laureate Institute for Brain Research, Tulsa, OK, USA,The University of Tulsa, OK, USA
| | - Danielle C. DeVille
- Laureate Institute for Brain Research, Tulsa, OK, USA,The University of Tulsa, OK, USA
| | - Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA,The University of Tulsa, OK, USA
| | - Martin Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Robin L. Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, USA,The University of Tulsa, OK, USA
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McDermott TJ, Berg H, Touthang J, Akeman E, Cannon MJ, Santiago J, Cosgrove KT, Clausen AN, Kirlic N, Smith R, Craske MG, Abelson JL, Paulus MP, Aupperle RL. Striatal reactivity during emotion and reward relates to approach-avoidance conflict behaviour and is altered in adults with anxiety or depression. J Psychiatry Neurosci 2022; 47:E311-E322. [PMID: 36223130 PMCID: PMC9448414 DOI: 10.1503/jpn.220083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/24/2022] [Accepted: 06/28/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND We have previously reported activation in reward, salience and executive control regions during functional MRI (fMRI) using an approach-avoidance conflict (AAC) decision-making task with healthy adults. Further investigations into how anxiety and depressive disorders relate to differences in neural responses during AAC can inform their understanding and treatment. We tested the hypothesis that people with anxiety or depression have altered neural activation during AAC. METHODS We compared 118 treatment-seeking adults with anxiety or depression and 58 healthy adults using linear mixed-effects models to examine group-level differences in neural activation (fMRI) during AAC decision-making. Correlational analyses examined relationships between behavioural and neural measures. RESULTS Adults with anxiety or depression had greater striatal engagement when reacting to affective stimuli (p = 0.008, d = 0.31) regardless of valence, and weaker striatal engagement during reward feedback (p = 0.046, d = -0.27) regardless of the presence of monetary reward. They also had blunted amygdala activity during decision-making (p = 0.023, d = -0.32) regardless of the presence of conflict. Across groups, approach behaviour during conflict decision-making was inversely correlated with striatal activation during affective stimuli (p < 0.001, r = -0.28) and positively related to striatal activation during reward feedback (p < 0.001, r = 0.27). LIMITATIONS Our transdiagnostic approach did not allow for comparisons between specific anxiety disorders, and our cross-sectional approach did not allow for causal inference. CONCLUSION Anxiety and depression were associated with altered neural responses to AAC. Findings were consistent with the role of the striatum in action selection and reward responsivity, and they point toward striatal reactivity as a future treatment target. Blunting of amygdala activity in anxiety or depression may indicate a compensatory response to inhibit affective salience and maintain approach.
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Affiliation(s)
- Timothy J McDermott
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Hannah Berg
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - James Touthang
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Elisabeth Akeman
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Mallory J Cannon
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Jessica Santiago
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Kelly T Cosgrove
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Ashley N Clausen
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Namik Kirlic
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Ryan Smith
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Michelle G Craske
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - James L Abelson
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Martin P Paulus
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
| | - Robin L Aupperle
- From the Laureate Institute for Brain Research, Tulsa, OK (McDermott, Berg, Touthang, Akeman, Cannon, Santiago, Cosgrove, Clausen, Kirlic, Smith, Paulus, Aupperle); the Department of Psychology, University of Tulsa, Tulsa, OK (McDermott, Cosgrove); the Department of Psychology, University of Minnesota-Twin Cities, Minneapolis, MN (Berg); the Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA (Craske); the Department of Psychiatry, University of Michigan, Ann Arbor, MI (Abelson); the Department of Community Medicine, University of Tulsa, Tulsa, OK (Paulus, Aupperle)
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Benwell CSY, Mohr G, Wallberg J, Kouadio A, Ince RAA. Psychiatrically relevant signatures of domain-general decision-making and metacognition in the general population. NPJ MENTAL HEALTH RESEARCH 2022; 1:10. [PMID: 38609460 PMCID: PMC10956036 DOI: 10.1038/s44184-022-00009-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/04/2022] [Indexed: 04/14/2024]
Abstract
Human behaviours are guided by how confident we feel in our abilities. When confidence does not reflect objective performance, this can impact critical adaptive functions and impair life quality. Distorted decision-making and confidence have been associated with mental health problems. Here, utilising advances in computational and transdiagnostic psychiatry, we sought to map relationships between psychopathology and both decision-making and confidence in the general population across two online studies (N's = 344 and 473, respectively). The results revealed dissociable decision-making and confidence signatures related to distinct symptom dimensions. A dimension characterised by compulsivity and intrusive thoughts was found to be associated with reduced objective accuracy but, paradoxically, increased absolute confidence, whereas a dimension characterized by anxiety and depression was associated with systematically low confidence in the absence of impairments in objective accuracy. These relationships replicated across both studies and distinct cognitive domains (perception and general knowledge), suggesting that they are reliable and domain general. Additionally, whereas Big-5 personality traits also predicted objective task performance, only symptom dimensions related to subjective confidence. Domain-general signatures of decision-making and metacognition characterise distinct psychological dispositions and psychopathology in the general population and implicate confidence as a central component of mental health.
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Affiliation(s)
- Christopher S Y Benwell
- Division of Psychology, School of Humanities, Social Sciences and Law, University of Dundee, Dundee, UK.
| | - Greta Mohr
- School of Psychology and Neuroscience, University of Glasgow, Glasgow, UK
| | - Jana Wallberg
- Division of Psychology, School of Humanities, Social Sciences and Law, University of Dundee, Dundee, UK
| | - Aya Kouadio
- Division of Psychology, School of Humanities, Social Sciences and Law, University of Dundee, Dundee, UK
| | - Robin A A Ince
- School of Psychology and Neuroscience, University of Glasgow, Glasgow, UK
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López-Ojeda W, Hurley RA. Kisspeptin in the Limbic System: New Insights Into Its Neuromodulatory Roles. J Neuropsychiatry Clin Neurosci 2022; 34:190-195. [PMID: 35921618 DOI: 10.1176/appi.neuropsych.20220087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Wilfredo López-Ojeda
- Veterans Affairs Mid-Atlantic Mental Illness Research, Education, and Clinical Center and Research and Academic Affairs Service Line, W.G. Hefner Veterans Affairs Medical Center, Salisbury, N.C. (López-Ojeda, Hurley); Departments of Psychiatry and Behavioral Medicine (López-Ojeda, Hurley) and Radiology (Hurley), Wake Forest School of Medicine, Winston-Salem, N.C.; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston (Hurley)
| | - Robin A Hurley
- Veterans Affairs Mid-Atlantic Mental Illness Research, Education, and Clinical Center and Research and Academic Affairs Service Line, W.G. Hefner Veterans Affairs Medical Center, Salisbury, N.C. (López-Ojeda, Hurley); Departments of Psychiatry and Behavioral Medicine (López-Ojeda, Hurley) and Radiology (Hurley), Wake Forest School of Medicine, Winston-Salem, N.C.; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston (Hurley)
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Moore MN, Planalp EM, Van Hulle CA, Goldsmith HH. Pediatric assessment of Research Domain Criteria positive and negative valence systems: Partial genetic mediation of links to problem behaviors. JOURNAL OF PSYCHOPATHOLOGY AND CLINICAL SCIENCE 2022; 131:626-640. [PMID: 35901392 PMCID: PMC9346929 DOI: 10.1037/abn0000652] [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] [Indexed: 06/15/2023]
Abstract
We use the highly structured Laboratory-Temperament Assessment Battery to measure behaviors that map onto the Research Domain Criteria (RDoC) positive and negative valence systems. Using a birth record-based sample (N = 1374 individual twins; mean age 7.7 years), we created composites of observed behavior reflecting the RDoC constructs Reward Responsiveness, Frustrative Nonreward, Loss, and Fear. Next, we related the RDoC constructs concurrently and longitudinally to problem behaviors, measured using parent-report on the Health Behavior Questionnaire and symptom counts from the Diagnostic Interview Schedule for Children, Version IV (DISC-IV; reflecting DSM-IV). The four pediatric RDoC positive and negative valence system measures, especially Reward Responsiveness, Frustrative Nonreward, and Loss, were heritable and modestly but plausibly related to traditional DSM-based measures in a transdiagnostic manner. The modest predictions from RDoC measures to DSM-based measures were largely genetically mediated, although relationships with aggressive and oppositional behaviors were also influenced by common environmental factors. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Mollie N Moore
- Department of Psychology, University of Wisconsin-Madison
| | | | - Carol A Van Hulle
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison
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Boukezzi S, Costi S, Shin LM, Kim-Schulze S, Cathomas F, Collins A, Russo SJ, Morris LS, Murrough JW. Exaggerated amygdala response to threat and association with immune hyperactivity in depression. Brain Behav Immun 2022; 104:205-212. [PMID: 35636614 DOI: 10.1016/j.bbi.2022.05.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 05/24/2022] [Accepted: 05/25/2022] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Depression is characterized by altered neurobiological responses to threat and inflammation may be involved in the development and maintenance of symptoms. However, the mechanistic pathways underlying the relationship between the neural underpinnings of threat, inflammation and depressive symptoms remain unknown. METHODS Twenty participants with major depressive disorder (MDD) and 17 healthy controls (HCs) completed this study. Peripheral blood mononuclear cells (PBMCs) were collected and stimulated ex vivo with lipopolysaccharide (LPS). We then measured a broad array of secreted proteins and performed principal component analysis to compute an aggregated immune reactivity score. Subjects completed a well-validated emotional face processing task during functional magnetic resonance imaging (fMRI). Amygdala activation was measured during perception of threat for the main contrast of interest: fear > happy face. Participants completed the Mood and Anxiety Symptom Questionnaire (MASQ) and the Perceived Stress Scale (PSS). Correlation analyses between amygdala activation, the aggregate immune score, and symptom were computed across groups. A mediation analysis was also performed across groups to further explore the relationship between these three variables. RESULTS In line with our hypotheses and with prior work, the MDD group showed greater amygdala activation in response to threat compared to the HC group [t35 = -2.038, p = 0.049]. Internal consistency of amygdala activation to threat was found to be moderate. Response to an ex vivo immune challenge was greater in MDD than HC based on the computed immune reactivity score (PC1; t35 = 2.674, p = 0.011). Amygdala activation was positively correlated with the immune score (r = 0.331, p = 0.045). Moreover, higher amygdala activation was associated with greater anxious arousal measured by the MASQ (r = 0.390, p = 0.017). Exploring the role of stress, we found that higher perceived stress was positively associated with both inflammatory response (r = 0.367, p = 0.026) and amygdala response to threat (r = 0.325, p = 0.050). Mediation analyses showed that perceived stress predicted anxious arousal, but neither inflammation nor amygdala activation fully accounted for the effect of perceived stress on anxious arousal. CONCLUSION These data highlight the potential importance of threat circuitry hyperactivation in MDD, consistent with prior reports. We found that higher levels of inflammatory biomarkers were associated with higher amygdala activation, which in turn was associated with anxious arousal. Future research utilizing larger sample sizes are needed to replicate these preliminary results.
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Affiliation(s)
- Sarah Boukezzi
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sara Costi
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lisa M Shin
- Department of Psychology, Tufts University, Medford, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Seunghee Kim-Schulze
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Flurin Cathomas
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Abigail Collins
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Scott J Russo
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Laurel S Morris
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James W Murrough
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Difede J, Rothbaum BO, Rizzo AA, Wyka K, Spielman L, Reist C, Roy MJ, Jovanovic T, Norrholm SD, Cukor J, Olden M, Glatt CE, Lee FS. Enhancing exposure therapy for posttraumatic stress disorder (PTSD): a randomized clinical trial of virtual reality and imaginal exposure with a cognitive enhancer. Transl Psychiatry 2022; 12:299. [PMID: 35896533 PMCID: PMC9329292 DOI: 10.1038/s41398-022-02066-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/30/2022] [Accepted: 07/07/2022] [Indexed: 11/08/2022] Open
Abstract
Posttraumatic stress disorder (PTSD) is a significant public health issue. Yet, there are limited treatment options and no data to suggest which treatment will work for whom. We tested the efficacy of virtual reality exposure (VRE) or prolonged imaginal exposure (PE), augmented with D-cycloserine (DCS) for combat-related PTSD. As an exploratory aim, we examined whether brain-derived neurotrophic factor (BDNF) and fatty acid amide hydrolase (FAAH) moderated treatment response. Military personnel with PTSD (n = 192) were recruited into a multisite double-blind randomized controlled trial to receive nine weeks of VRE or PE, with DCS or placebo. Primary outcome was the improvement in symptom severity. Randomization was stratified by comorbid depression (MDD) and site. Participants in both VRE and PE showed similar meaningful clinical improvement with no difference between the treatment groups. A significant interaction (p = 0.45) suggested VRE was more effective for depressed participants (CAPS difference M = 3.51 [95% CI 1.17-5.86], p = 0.004, ES = 0.14) while PE was more effective for nondepressed participants (M = -8.87 [95% CI -11.33 to -6.40], p < 0.001, ES = -0.44). The main effect of DCS vs. placebo was not significant. Augmentation by MDD interaction (p = 0.073) suggested that depressed participants improved more on placebo (M = -8.43 [95% CI -10.98 to -5.88], p < 0.001, ES = -0.42); DCS and placebo were equally effective for nondepressed participants. There was an apparent moderating effect of BDNF Val66Met polymorphism on DCS augmentation (ES = 0.67). Met66 allele carriers improved more on DCS (ES = -0.25). FAAH 385 A carriers improved more than non-carriers (ES = 0.33), particularly those with MDD (ES = 0.62). This study provides a step toward precision therapeutics for PTSD by demonstrating that comorbid MDD and genetic markers may help guide treatment selection.ClinicalTrials.gov Identifier: NCT01352637.
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Affiliation(s)
- JoAnn Difede
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA.
| | | | - Albert A Rizzo
- University of Southern California Institute for Creative Technologies, Los Angeles, CA, USA
| | - Katarzyna Wyka
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Lisa Spielman
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christopher Reist
- Department of Psychiatry, VA Long Beach Healthcare System, Long Beach, CA, USA
- University of California, Irvine, Irvine, CA, USA
- Science 37, Los Angeles, CA, USA
| | - Michael J Roy
- Department of Medicine and Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Seth D Norrholm
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA
| | - Judith Cukor
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Megan Olden
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Charles E Glatt
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Francis S Lee
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
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Crauwels B, Vansteelandt K, Obbels J, Lambrichts S, Pilato E, Demyttenaere K, Sienaert P. The Effect of Electroconvulsive Therapy on Positive Affect and Hedonism in Patients With Depression: A Prospective Study. J ECT 2022; 38:110-116. [PMID: 34966039 DOI: 10.1097/yct.0000000000000818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The outcome of antidepressant treatments is generally assessed with standardized symptom scales such as the Quick Inventory of Depressive Symptomatology-Clinician Rating (QIDS-C). These scales, however, might not reflect patients' expectations for treatment, including a recovery of positive affect (PA) and hedonism. The Leuven Affect and Pleasure Scale (LAPS) was developed to better reflect patients' expectations for treatment. We used the LAPS to investigate changes in PA and hedonism alongside depressive symptoms during electroconvulsive therapy (ECT) and over 12 weeks after treatment. METHODS Fifty-three patients with a Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, depressive episode, referred for ECT, were included in this prospective study. The LAPS and QIDS-C were administered before and 1 and 12 weeks after the ECT course. LAPS normative levels were obtained in 149 healthy controls. RESULTS Pearson correlations revealed only moderate overlap of the QIDS-C with PA and hedonism. Piecewise linear mixed models indicated significant improvements in depressive symptoms (QIDS-C and LAPS negative affect), PA, and hedonism during ECT. In the 12 weeks after ECT treatment, negative affect and QIDS-C further improved, but PA and hedonism plateaued. Exploratory analyses indicated that only fully remitted patients (QIDS-C) attained normative levels on PA and hedonism at 12 weeks after ECT. CONCLUSIONS Standardized symptom scales (QIDS-C) may incompletely reflect clinical change in ECT treatment for depression. Although ECT improved depressive symptoms, PA, and hedonism in patients with depression, only fully remitted patients attained normative levels of PA and hedonism, due to plateaus in improvement. These plateaus were not observed for depressive symptoms, which further improved after ECT discontinuation.
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Affiliation(s)
- Bo Crauwels
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
| | - Kristof Vansteelandt
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
| | - Jasmien Obbels
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
| | - Simon Lambrichts
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
| | - Eva Pilato
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
| | - Koen Demyttenaere
- Department of Neurosciences, University Psychiatric Center KU Leuven and Research Group Psychiatry, Faculty of Medicine, KU Leuven, Leuven, Belgium
| | - Pascal Sienaert
- Katholieke Universiteit Leuven-KU Leuven, Academic Center for ECT and Neuromodulation (AcCENT), University Psychiatric Center KU Leuven
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Emotional processing prospectively modulates the impact of anxiety on COVID-19 pandemic-related post-traumatic stress symptoms: an ERP study. J Affect Disord 2022; 303:245-254. [PMID: 35172175 PMCID: PMC8842094 DOI: 10.1016/j.jad.2022.02.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 02/01/2022] [Accepted: 02/12/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND Considering that the elevated distress caused by the COVID-19 pandemic, in some cases, led to post-traumatic stress symptoms (PTSS), it has been proposed as a specific traumatic event. The present longitudinal study investigated pre-pandemic motivated attention to emotional stimuli, as indexed by Late Positive Potential (LPP) amplitude, in relation with the potential differential role of anxiety and depressive symptoms in predicting PTSS severity related to the COVID-19 pandemic. METHODS A total of 79 university students initially completed self-report measures of depression and anxiety along with a passive viewing task of emotional (pleasant, unpleasant) and neutral pictures while electroencephaloghic activity was recorded. In December 2020, 57 participants completed a questionnaire assessing PTSS. RESULTS Significant interactions between anxiety and LPP emerged in predicting pandemic-related PTSS, where greater anxiety symptoms predicted PTSS only in individuals with greater LPP to unpleasant or with reduced LPP to pleasant stimuli. LIMITATIONS The prevalence of the female sex, the relatively young age of the participants, as well as the fact that they were all enrolled in a University course might not allow the generalization of the findings. CONCLUSIONS Taken together, the present longitudinal study provided novel evidence on EEG predictors of pandemic-related PTSS that might be useful for the prevention and treatment of PTSS. Indeed, assessing anxiety symptoms and pre-trauma LPP to emotional stimuli might be a useful target for identifying individuals that are more vulnerable to the development of PTSS during times of crisis.
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Penner AE, White E, Stoddard J, Gowin JL. The Neural Circuitry of Reward During Sustained Threat. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:134-144. [PMID: 34435281 DOI: 10.3758/s13415-021-00938-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/25/2021] [Indexed: 06/13/2023]
Abstract
Reward processing is important for understanding behavior in psychopathology. Opportunities to earn money activate the ventral striatum, as shown by the monetary incentive delay (MID) task. Anxiety conditions have been modeled by presenting shocks and startling sounds. To further investigate the co-occurrence of an anxiety condition and a rewarding stimulus, we modified the MID to include a sustained threat of scream. This study investigated neural patterns of the MID task with an uncertain threat of a startling scream. Forty-three young adults completed a functional MRI scan. The task included two conditions (scream and safe) and three cues (gain $5, gain $0, lose $5). Analyses included a whole brain, group analysis using a linear mixed-effects model and a paired t-test. The whole brain analysis revealed a main effect of cue, with increased ventral striatal activation (F2,210 = 58.8, p < 0.001) during cues to gain or lose $5. We observed a main effect of condition during cue presentation, such that bilateral insula and putamen activation was diminished (p < 0.001) in the scream versus the safe condition. A t-test of condition showed increased activation during threat blocks in the insula and putamen. A time course graph revealed that activation in the insula and putamen responded similarly to incentive but had an overall elevation during the scream condition. These results replicated expected activation in reward and in the setting of uncertain threat. Our results show that uncertain threat increases the magnitude of activation in the dorsal striatum.
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Affiliation(s)
- Anne E Penner
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, 80045, USA.
| | - Emma White
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Joel Stoddard
- Department of Psychiatry, University of Colorado, Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Joshua L Gowin
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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44
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McLoughlin G, Gyurkovics M, Palmer J, Makeig S. Midfrontal Theta Activity in Psychiatric Illness: An Index of Cognitive Vulnerabilities Across Disorders. Biol Psychiatry 2022; 91:173-182. [PMID: 34756560 DOI: 10.1016/j.biopsych.2021.08.020] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 12/21/2022]
Abstract
There is an urgent need to identify the mechanisms that contribute to atypical thinking and behavior associated with psychiatric illness. Behavioral and brain measures of cognitive control are associated with a variety of psychiatric disorders and conditions as well as daily life functioning. Recognition of the importance of cognitive control in human behavior has led to intensive research into behavioral and neurobiological correlates. Oscillations in the theta band (4-8 Hz) over medial frontal recording sites are becoming increasingly established as a direct neural index of certain aspects of cognitive control. In this review, we point toward evidence that theta acts to coordinate multiple neural processes in disparate brain regions during task processing to optimize behavior. Theta-related signals in human electroencephalography include the N2, the error-related negativity, and measures of theta power in the (time-)frequency domain. We investigate how these theta signals are affected in a wide range of psychiatric conditions with known deficiencies in cognitive control: anxiety, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, and substance abuse. Theta-related control signals and their temporal consistency were found to differ in most patient groups compared with healthy control subjects, suggesting fundamental deficits in reactive and proactive control. Notably, however, clinical studies directly investigating the role of theta in the coordination of goal-directed processes across different brain regions are uncommon and are encouraged in future research. A finer-grained analysis of flexible, subsecond-scale functional networks in psychiatric disorders could contribute to a dimensional understanding of psychopathology.
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Affiliation(s)
- Gráinne McLoughlin
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
| | - Máté Gyurkovics
- Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Jason Palmer
- Department of Neurological Diagnosis and Restoration, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Scott Makeig
- Institute for Neural Computation, University of California San Diego, La Jolla, California
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45
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Grillo L. A Possible Anti-anxiety Effect of Appetitive Aggression and a Possible Link to the Work of Donald Winnicott. Scand J Child Adolesc Psychiatr Psychol 2022; 10:102-113. [PMID: 36133733 PMCID: PMC9454322 DOI: 10.2478/sjcapp-2022-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Various pleasant sensations that give a particularly intense pleasure are able to improve anxiety. In the present study I consider the possibility that their anti-anxiety action depends on the strong pleasure they provide, and I propose a possible mechanism of this action. According to some studies, also appetitive aggression (an aggression that provokes a strong pleasure and that is performed only for the pleasure it provides) can improve anxiety, and in this article I consider the possibility that the pleasure of appetitive aggression is able to reduce anxiety by the same mechanism I have proposed for other intense pleasurable sensations. The aggression performed by a child against the mother or against a substitute for the mother in the first period of life (a period in which this aggression is not dangerous) is a recurring theme throughout the work of of Donald Winnicott. Winnicott stresses that this aggression is necessary for the normal development of the child, and that the child must be free to practise it. According to Winnicott, this aggression is highly pleasurable and is not a response to unpleasant or hostile external situations. For these characteristics it seems to correspond to appetitive aggression in the adult that has been found to be able to reduce anxiety. Consequently, aggression performed by the child in the first period of life may also relieve anxiety, in the same way that appetitive aggression helps against anxiety in the adult. In his writings, Winnicott returns several times to an unthinkable or archaic anxiety that children experience when they feel abandoned by their mother for a period that is too long for them, and all children, according to Winnicott, live on the brink of this anxiety. In this study I propose the hypothesis that aggression in the early period of life may be necessary for children because the intense pleasure it provides may help them against this continuously impending anxiety.
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Affiliation(s)
- Luigi Grillo
- San Giorgio su Legnano via Ragazzi del 99Milano MI, Italy
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46
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Klein ME, Grice AB, Sheth S, Go M, Murrough JW. Pharmacological Treatments for Anhedonia. Curr Top Behav Neurosci 2022; 58:467-489. [PMID: 35507281 DOI: 10.1007/7854_2022_357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Anhedonia - the reduced ability to experience or respond to pleasure - is an important symptom domain for many psychiatric disorders. It is particularly relevant to depression and other mood disorders and it is a diagnostic criterion of a major depressive episode. Developing safe and effective pharmacological interventions for anhedonia is a critical public health need. The current chapter will review the state of the field with respect to both the efficacy of currently available pharmacotherapies for anhedonia and the recent clinical research focusing on new brain targets, including the kappa-opioid receptor and the KCNQ2/3 receptors. The evidence for anti-anhedonic effects of ketamine and psychedelic agents will be reviewed, as well.
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Affiliation(s)
- Matthew E Klein
- Depression and Anxiety Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Ariela Buxbaum Grice
- Depression and Anxiety Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sahil Sheth
- Depression and Anxiety Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Megan Go
- Depression and Anxiety Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James W Murrough
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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47
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Grèzes J, Erblang M, Vilarem E, Quiquempoix M, Van Beers P, Guillard M, Sauvet F, Mennella R, Rabat A. Impact of total sleep deprivation and related mood changes on approach-avoidance decisions to threat-related facial displays. Sleep 2021; 44:zsab186. [PMID: 34313789 PMCID: PMC8664577 DOI: 10.1093/sleep/zsab186] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 06/14/2021] [Indexed: 11/26/2022] Open
Abstract
STUDY OBJECTIVES Total sleep deprivation is known to have significant detrimental effects on cognitive and socio-emotional functioning. Nonetheless, the mechanisms by which total sleep loss disturbs decision-making in social contexts are poorly understood. Here, we investigated the impact of total sleep deprivation on approach/avoidance decisions when faced with threatening individuals, as well as the potential moderating role of sleep-related mood changes. METHODS Participants (n = 34) made spontaneous approach/avoidance decisions in the presence of task-irrelevant angry or fearful individuals, while rested or totally sleep deprived (27 h of continuous wakefulness). Sleep-related changes in mood and sustained attention were assessed using the Positive and Negative Affective Scale and the psychomotor vigilance task, respectively. RESULTS Rested participants avoided both fearful and angry individuals, with stronger avoidance for angry individuals, in line with previous results. On the contrary, totally sleep deprived participants favored neither approach nor avoidance of fearful individuals, while they still comparably avoided angry individuals. Drift-diffusion models showed that this effect was accounted for by the fact that total sleep deprivation reduced value-based evidence accumulation toward avoidance during decision making. Finally, the reduction of positive mood after total sleep deprivation positively correlated with the reduction of fearful display avoidance. Importantly, this correlation was not mediated by a sleep-related reduction in sustained attention. CONCLUSIONS All together, these findings support the underestimated role of positive mood-state alterations caused by total sleep loss on approach/avoidance decisions when facing ambiguous socio-emotional displays, such as fear.
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Affiliation(s)
- Julie Grèzes
- Cognitive and Computational Neuroscience Laboratory (LNC Inserm U960), Department of Cognitive Studies, École Normale Supérieure, PSL University, Paris, France
| | - Mégane Erblang
- Laboratoire de Biologie de l’Exercice pour la Performance et la Santé (LBEPS), Université d’Evry, IRBA, Université de Paris Saclay, Evry-Courcouronnes, France
| | - Emma Vilarem
- Cognitive and Computational Neuroscience Laboratory (LNC Inserm U960), Department of Cognitive Studies, École Normale Supérieure, PSL University, Paris, France
| | - Michael Quiquempoix
- Unité Fatigue et Vigilance, Département Environnements Opérationnels, Institut de recherche biomédicale des armées (IRBA), Brétigny sur Orge cedex, France
- Equipe d’accueil VIgilance FAtigue SOMmeil (VIFASOM), EA 7330, Hôtel Dieu, Université de Paris, France
| | - Pascal Van Beers
- Unité Fatigue et Vigilance, Département Environnements Opérationnels, Institut de recherche biomédicale des armées (IRBA), Brétigny sur Orge cedex, France
- Equipe d’accueil VIgilance FAtigue SOMmeil (VIFASOM), EA 7330, Hôtel Dieu, Université de Paris, France
| | - Mathias Guillard
- Unité Fatigue et Vigilance, Département Environnements Opérationnels, Institut de recherche biomédicale des armées (IRBA), Brétigny sur Orge cedex, France
- Equipe d’accueil VIgilance FAtigue SOMmeil (VIFASOM), EA 7330, Hôtel Dieu, Université de Paris, France
| | - Fabien Sauvet
- Unité Fatigue et Vigilance, Département Environnements Opérationnels, Institut de recherche biomédicale des armées (IRBA), Brétigny sur Orge cedex, France
- Equipe d’accueil VIgilance FAtigue SOMmeil (VIFASOM), EA 7330, Hôtel Dieu, Université de Paris, France
| | - Rocco Mennella
- Cognitive and Computational Neuroscience Laboratory (LNC Inserm U960), Department of Cognitive Studies, École Normale Supérieure, PSL University, Paris, France
- Laboratory on the Interactions between Cognition, Action, and Emotion (LICAE) – Paris Nanterre University, Nanterre, France
| | - Arnaud Rabat
- Unité Fatigue et Vigilance, Département Environnements Opérationnels, Institut de recherche biomédicale des armées (IRBA), Brétigny sur Orge cedex, France
- Equipe d’accueil VIgilance FAtigue SOMmeil (VIFASOM), EA 7330, Hôtel Dieu, Université de Paris, France
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Ostlund B, Myruski S, Buss K, Pérez-Edgar KE. The centrality of temperament to the research domain criteria (RDoC): The earliest building blocks of psychopathology. Dev Psychopathol 2021; 33:1584-1598. [PMID: 34365985 PMCID: PMC10039756 DOI: 10.1017/s0954579421000511] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The research domain criteria (RDoC) is an innovative approach designed to explore dimensions of human behavior. The aim of this approach is to move beyond the limits of psychiatric categories in the hope of aligning the identification of psychological health and dysfunction with clinical neuroscience. Despite its contributions to adult psychopathology research, RDoC undervalues ontogenetic development, which circumscribes our understanding of the etiologies, trajectories, and maintaining mechanisms of psychopathology risk. In this paper, we argue that integrating temperament research into the RDoC framework will advance our understanding of the mechanistic origins of psychopathology beginning in infancy. In illustrating this approach, we propose the incorporation of core principles of temperament theories into a new "life span considerations" subsection as one option for infusing development into the RDoC matrix. In doing so, researchers and clinicians may ultimately have the tools necessary to support emotional development and reduce a young child's likelihood of psychological dysfunction beginning in the first years of life.
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Affiliation(s)
- Brendan Ostlund
- Department of Psychology, The Pennsylvania State University, University Park, US
| | - Sarah Myruski
- Department of Psychology, The Pennsylvania State University, University Park, US
| | - Kristin Buss
- Department of Psychology, The Pennsylvania State University, University Park, US
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, US
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Bomyea J, Choi SH, Sweet A, Stein M, Paulus M, Taylor C. Neural Changes in Reward Processing Following Approach Avoidance Training for Depression. Soc Cogn Affect Neurosci 2021; 17:nsab107. [PMID: 34643736 PMCID: PMC8881638 DOI: 10.1093/scan/nsab107] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 06/17/2021] [Accepted: 09/14/2021] [Indexed: 11/14/2022] Open
Abstract
Altered approach motivation is hypothesized to be critical for the maintenance of depression. Computer-administered approach-avoidance training programs to increase approach action tendencies toward positive stimuli produce beneficial outcomes. However, there have been few studies examining neural changes following approach-avoidance training. Participants with Major Depressive Disorder were randomized to an Approach Avoidance Training (AAT) manipulation intended to increase approach tendencies for positive social cues (n=13) or a control procedure (n=15). We examined changes in neural activation (primary outcome) and connectivity patterns using Group Iterative Multiple Model Estimation during a social reward anticipation task (exploratory). A laboratory-based social affiliation task was also administered following the manipulation to measure affect during anticipation of real-world social activity. Individuals in the AAT group demonstrated increased activation in reward processing regions during social reward anticipation relative to the control group from pre to post-training. Following training, connectivity patterns across reward regions were observed in the full sample and connectivity between the medial PFC and caudate was associated with anticipatory positive affect before the social interaction; preliminary evidence of differential connectivity patterns between the two groups also emerged. Results support models whereby modifying approach-oriented behavioral tendencies with computerized training leads to alterations in reward circuitry. (NCT02330744).
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Affiliation(s)
- Jessica Bomyea
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA 92161, USA
- Department of Psychiatry, University of California, San Diego, San Diego, CA 92037, USA
| | - Soo-Hee Choi
- Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine and Institute of Human Behavioral Medicine, SNU-MRC, Seoul, Republic of Korea
| | - Alison Sweet
- Department of Psychiatry, University of California, San Diego, San Diego, CA 92037, USA
| | - Murray Stein
- Department of Psychiatry, University of California, San Diego, San Diego, CA 92037, USA
- School of Public Health, University of California, San Diego, San Diego, CA, USA
- Psychiatry Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - Martin Paulus
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA
| | - Charles Taylor
- Department of Psychiatry, University of California, San Diego, San Diego, CA 92037, USA
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Burkhardt HA, Alexopoulos GS, Pullmann MD, Hull TD, Areán PA, Cohen T. Behavioral Activation and Depression Symptomatology: Longitudinal Assessment of Linguistic Indicators in Text-Based Therapy Sessions. J Med Internet Res 2021; 23:e28244. [PMID: 34259637 PMCID: PMC8319778 DOI: 10.2196/28244] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 05/03/2021] [Accepted: 05/31/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Behavioral activation (BA) is rooted in the behavioral theory of depression, which states that increased exposure to meaningful, rewarding activities is a critical factor in the treatment of depression. Assessing constructs relevant to BA currently requires the administration of standardized instruments, such as the Behavioral Activation for Depression Scale (BADS), which places a burden on patients and providers, among other potential limitations. Previous work has shown that depressed and nondepressed individuals may use language differently and that automated tools can detect these differences. The increasing use of online, chat-based mental health counseling presents an unparalleled resource for automated longitudinal linguistic analysis of patients with depression, with the potential to illuminate the role of reward exposure in recovery. OBJECTIVE This work investigated how linguistic indicators of planning and participation in enjoyable activities identified in online, text-based counseling sessions relate to depression symptomatology over time. METHODS Using distributional semantics methods applied to a large corpus of text-based online therapy sessions, we devised a set of novel BA-related categories for the Linguistic Inquiry and Word Count (LIWC) software package. We then analyzed the language used by 10,000 patients in online therapy chat logs for indicators of activation and other depression-related markers using LIWC. RESULTS Despite their conceptual and operational differences, both previously established LIWC markers of depression and our novel linguistic indicators of activation were strongly associated with depression scores (Patient Health Questionnaire [PHQ]-9) and longitudinal patient trajectories. Emotional tone; pronoun rates; words related to sadness, health, and biology; and BA-related LIWC categories appear to be complementary, explaining more of the variance in the PHQ score together than they do independently. CONCLUSIONS This study enables further work in automated diagnosis and assessment of depression, the refinement of BA psychotherapeutic strategies, and the development of predictive models for decision support.
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Affiliation(s)
- Hannah A Burkhardt
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States
| | - George S Alexopoulos
- Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine, White Plains, NY, United States
| | - Michael D Pullmann
- ALACRITY Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | | | - Patricia A Areán
- ALACRITY Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Trevor Cohen
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States
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