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McIntosh RC, Hoshi RA, Nomi J, Goodman Z, Kornfeld S, Vidot DC. I know why the caged bird sings: Distress tolerant individuals show greater resting state connectivity between ventromedial prefrontal cortex and right amygdala as a function of higher vagal tone. Int J Psychophysiol 2024; 196:112274. [PMID: 38049075 DOI: 10.1016/j.ijpsycho.2023.112274] [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: 07/04/2023] [Revised: 11/09/2023] [Accepted: 11/25/2023] [Indexed: 12/06/2023]
Abstract
BACKGROUND Intolerance to psychological distress is associated with various forms of psychopathology, ranging from addiction to mood disturbance. The capacity to withstand aversive affective states is often explained by individual differences in cardiovagal tone as well as resting state connectivity of the ventromedial prefrontal cortex (vmPFC), a region involved in the regulation of emotions and cardio-autonomic tone. However, it is unclear which brain regions involved in distress tolerance show greater resting state functional connectivity (rsFC) as a function of resting heart rate variability (HRV). METHODS One-hundred and twenty-six adults, aged 20 to 83.5 years, were selected from a lifespan cohort at the Nathan Kline Institute-Rockland Sample. Participants' distress tolerance levels were assessed based upon performance on the Behavioral Indicator of Resiliency to Distress (BIRD) task. Artifact-free resting-state functional brain scans collected during separate sessions were used. While inside the scanner, a pulse oximeter was used to record beat-to-beat intervals to derive high-frequency heart rate variability (HF-HRV). The relationship between HF-HRV and vmPFC to whole brain functional connectivity was compared between distress tolerant (BIRD completers) and distress intolerant (BIRD non-completers). RESULTS Groups did not differ in their history of psychiatric diagnosis. Higher resting HF-HRV was associated with longer total time spent on the BIRD task for the entire sample (r = 0.255, p = 0.004). After controlling for age, gender, body mass index, head motion, and gray matter volume. Distress tolerant individuals showed greater rsFC (p < 0.005 (uncorrected), k = 20) between the vmPFC and default-mode network (DMN) hubs including posterior cingulate cortex/precuneus, medial temporal lobes, and the parahippocampal cortex. As a function of higher resting HF-HRV greater vmPFC connectivity was observed with sub-threshold regions in the right amygdala and left anterior prefrontal cortex, with the former passing small volume correction, in distress tolerant versus distress intolerant individuals. CONCLUSION In a lifespan sample of community-dwelling adults, distress tolerant individuals showed greater vmPFC connectivity with anterior and posterior hubs of the DMN compared to distress intolerant individuals. As a function of greater HF-HRV, distress tolerant individuals evidenced greater vmPFC with salience and executive control network hubs. These findings are consistent with deficits in neural resource allocation within a triple network resting amongst persons exhibiting behavioral intolerance to psychological distress.
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Affiliation(s)
- R C McIntosh
- Department of Psychology, University of Miami, 1120 NW 14th Street, Miami 33136, FL, United States.
| | - R A Hoshi
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States
| | - J Nomi
- UCLA Semel Institute for Neuroscience & Human Behavior, 760 Westwood, CA 90095, United States
| | - Z Goodman
- Department of Psychology, University of Miami, 1120 NW 14th Street, Miami 33136, FL, United States
| | - S Kornfeld
- REHAB Basel - Klinik für Neurorehabilitation und Paraplegiologie, Basel, Switzerland
| | - D C Vidot
- School of Nursing and Health Studies, University of Miami, 5030 Brunson Ave, Coral Gables 33146, FL, United States
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Afshar K, Cougle JR, Schmidt NB, Macatee RJ. Impact of a brief distress intolerance intervention on acute stress modulation of response inhibition neurophysiology in cannabis use disorder. Addict Behav 2023; 147:107811. [PMID: 37517377 PMCID: PMC10528376 DOI: 10.1016/j.addbeh.2023.107811] [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: 03/06/2023] [Revised: 06/30/2023] [Accepted: 07/18/2023] [Indexed: 08/01/2023]
Abstract
BACKGROUND The prevalence of cannabis use in the US has increased within the past two decades. Moreover, cannabis use disorder (CUD) is associated with significant disability, but the underlying neural mechanisms of CUD are unclear. Distress intolerance (DI), a psychological risk factor for CUD, may confer risk in part via impaired inhibitory control (IC) capacity during acute stress. DI and cannabis use problems have been associated with altered N2 amplitude, an IC-related event-related potential, in prior cross-sectional studies, but whether altered N2 is a state marker of CUD severity, a pathoplastic factor responsive to intervention and predictive of CUD symptom change over time, or an enduring trait-like vulnerability is unclear. In this secondary analysis, we tested the impact of a DI-targeted intervention on acute stress-related modulation of the N2 and whether pre-intervention N2 predicted CUD symptom change through follow-up. METHOD Sixty participants were randomly assigned to a DI-targeted or control intervention. Participants completed an IC task before and after a stress induction at pre- and post-intervention lab visits while EEG activity was recorded. RESULTS The DI intervention did not alter the N2 compared to a control intervention. Pre-intervention post-stress IC-related N2 was associated with worse CUD severity but did not predict changeover time. CONCLUSION Findings are consistent with blunted N2 after acute stress acting as a stable marker of CUD severity rather than a pathoplastic factor predictive of CUD trajectory. Future research should investigate whether stress-related blunting of N2 is a consequence of severe CUD or a pre-existing vulnerability.
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Affiliation(s)
- Kaveh Afshar
- Auburn University, Department of Psychological Sciences, United States.
| | - Jesse R Cougle
- Florida State University, Department of Psychology, United States
| | - Norman B Schmidt
- Florida State University, Department of Psychology, United States
| | - Richard J Macatee
- Auburn University, Department of Psychological Sciences, United States
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3
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Allen KB, Tan PZ, Sullivan JA, Baumgardner M, Hunter H, Glovak SN. An Integrative Model of Youth Anxiety: Cognitive-Affective Processes and Parenting in Developmental Context. Clin Child Fam Psychol Rev 2023; 26:1025-1051. [PMID: 37819403 DOI: 10.1007/s10567-023-00458-z] [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] [Accepted: 09/14/2023] [Indexed: 10/13/2023]
Abstract
Multiple theoretical frameworks have been proposed to provide a more comprehensive picture of the risk factors that influence anxiety-related developmental trajectories. Nonetheless, there remains a need for an integrative model that outlines: (1) which risk factors may be most pertinent at different points in development, and (2) how parenting may maintain, exacerbate, or attenuate an affective style that is characterized by high negative emotional reactivity to unfamiliar, uncertain, and threatening situations. A developmentally informed, integrative model has the potential to guide treatment development and delivery, which is critical to reducing the public health burden associated with these disorders. This paper outlines a model integrating research on many well-established risk mechanisms for anxiety disorders, focusing on (1) the developmental progression from emotional reactivity constructs early in life to those involving higher-level cognitive processes later in youth, and (2) potential pathways by which parenting may impact the stability of youth's cognitive-affective responses to threat-relevant information across development.
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Affiliation(s)
- Kristy Benoit Allen
- Departments of Applied Behavioral Science and Psychology, University of Kansas, Lawrence, KS, USA.
| | - Patricia Z Tan
- Department of Psychiatry/Mental Health, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | | | - Megan Baumgardner
- Department of Psychology, University of Tennessee, Knoxville, TN, USA
| | - Hannah Hunter
- Department of Psychology, University of Tennessee, Knoxville, TN, USA
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4
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Sandel-Fernandez DB, Pearlstein JG, Swerdlow BA, Johnson SL. Who disengages from emotion and when? An EMA study of how urgency and distress intolerance relate to daily emotion regulation. Emotion 2023; 23:1102-1114. [PMID: 36048037 PMCID: PMC9975112 DOI: 10.1037/emo0001152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Overreliance on disengagement emotion regulation strategies (e.g., emotion avoidance, emotion suppression) has been shown to relate to poor clinical outcomes. Two traits characterized by difficulties in goal-directed responses to emotion-urgency and distress intolerance-may help explain who is likely to disengage from emotion and when. These traits are associated with diverse forms of psychopathology and greater reliance on disengagement strategies. Gaps remain about how these traits relate to emotion regulation in daily life. The present study uses ecological momentary assessment (EMA) to determine the associations of urgency and distress intolerance with momentary high arousal negative affect and momentary attempts to regulate negative emotions. Participants (N = 101) were college students who endorsed at least weekly behaviors often characterized by emotion dysregulation (e.g., self-harm, binging/purging, alcohol/drug use). Participants completed trait measures at baseline and EMA surveys of momentary affect and emotion regulation, six times daily for 4 days. Results indicated that at certain levels, urgency and distress intolerance moderated the relationship between high arousal negative affect and disengagement from emotion: low urgency scores related to relatively greater disengagement from emotion following reported high arousal negative affect, whereas high distress intolerance scores related to relatively greater disengagement following high arousal negative affect. Findings support the role of both urgency and distress intolerance in the relationship between high arousal negative affect and disengagement, which implicates the utility of clinical interventions that focus on emotion regulation, especially during high arousal states. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | | | | | - Sheri L Johnson
- Department of Psychology, University of California, Berkeley
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5
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Milam AL, Judah MR. The Association of Emotion Regulation with Distress Tolerance Depends on a Neural Correlate of Cognitive Control. Biol Psychol 2023; 180:108571. [PMID: 37146790 DOI: 10.1016/j.biopsycho.2023.108571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 03/15/2023] [Accepted: 04/24/2023] [Indexed: 05/07/2023]
Abstract
BACKGROUND Distress tolerance is associated with transdiagnostic mental health problems. Theory and research implicate emotion regulation and cognitive control as factors in distress tolerance. But their unique contributions and interdependency have been unclear. This study tested how emotion regulation and the N2, a neural index of cognitive control, uniquely and interactively predicted distress tolerance. METHODS Undergraduate psychology students (N = 57) completed self-report measures and a Go-NoGo task, from which the N2 was extracted using PCA. The Go-NoGo task was counter-balanced to avoid confounding stimulus characteristics and frequency of stimulus presentation. RESULTS Emotion regulation predicted distress tolerance, but the N2 did not. The association of emotion regulation with distress tolerance was moderated by the N2, such that the association was larger at higher N2 amplitudes. LIMITATIONS The use of a non-clinical student sample limits the generalizability of the results. The data are cross-sectional and correlational, preventing conclusions about causality. CONCLUSIONS The findings indicate that emotion regulation is associated with better distress tolerance at higher levels of N2 amplitude, a neural correlate of cognitive control. Emotion regulation may be more effective at enabling distress tolerance in individuals with better cognitive control. This supports past work indicating that distress tolerance interventions may benefit by developing emotion regulation skills. Additional research is needed to test if such an approach is more effective in individuals with better cognitive control.
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Affiliation(s)
- Alicia L Milam
- Old Dominion University, Norfolk, VA; Virginia Consortium Program in Clinical Psychology, Norfolk, VA.
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Kozak S, Dezachyo O, Stanford W, Bar-Haim Y, Censor N, Dayan E. Elevated integration within the reward network underlies vulnerability to distress. Cereb Cortex 2022; 33:5797-5807. [PMID: 36453462 DOI: 10.1093/cercor/bhac460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 10/26/2022] [Accepted: 10/31/2022] [Indexed: 12/05/2022] Open
Abstract
Abstract
Distress tolerance (DT), the capability to persist under negative circumstances, underlies a range of psychopathologies. It has been proposed that DT may originate from the activity and connectivity in diverse neural networks integrated by the reward system. To test this hypothesis, we examined the link between DT and integration and segregation in the reward network as derived from resting-state functional connectivity data. DT was measured in 147 participants from a large community sample using the Behavioral Indicator of Resiliency to Distress task. Prior to DT evaluation, participants underwent a resting-state functional magnetic resonance imaging scan. For each participant, we constructed a whole-brain functional connectivity network and calculated the degree of reward network integration and segregation based on the extent to which reward network nodes showed functional connections within and outside their network. We found that distress-intolerant participants demonstrated heightened reward network integration relative to the distress-tolerant participants. In addition, these differences in integration were higher relative to the rest of the brain and, more specifically, the somatomotor network, which has been implicated in impulsive behavior. These findings support the notion that increased integration in large-scale brain networks may constitute a risk for distress intolerance and its psychopathological correlates.
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Affiliation(s)
- Stas Kozak
- School of Psychological Sciences, Tel Aviv University , Tel Aviv 6997801 , Israel
| | - Or Dezachyo
- School of Psychological Sciences, Tel Aviv University , Tel Aviv 6997801 , Israel
- Sagol School of Neuroscience, Tel Aviv University , Tel Aviv 6997801 , Israel
| | - William Stanford
- Biological & Biomedical Sciences Program, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599 , United States
| | - Yair Bar-Haim
- School of Psychological Sciences, Tel Aviv University , Tel Aviv 6997801 , Israel
- Sagol School of Neuroscience, Tel Aviv University , Tel Aviv 6997801 , Israel
| | - Nitzan Censor
- School of Psychological Sciences, Tel Aviv University , Tel Aviv 6997801 , Israel
- Sagol School of Neuroscience, Tel Aviv University , Tel Aviv 6997801 , Israel
| | - Eran Dayan
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599 , United States
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7
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Saulnier KG, Allan NP, Judah MR, Koscinski B, Hager NM, Albanese B, Knapp AA, Schmidt NB. Attentional Control Moderates the Relations between Intolerance of Uncertainty and Generalized Anxiety Disorder and Symptoms. COGNITIVE THERAPY AND RESEARCH 2021; 45:1193-1201. [PMID: 34720260 PMCID: PMC8553219 DOI: 10.1007/s10608-021-10223-7] [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] [Accepted: 04/08/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Intolerance of uncertainty (IU), perceived attentional control (AC), and poor cognitive control abilities are risk factors for anxiety; however, few studies have examined their interactive effects in relation to anxiety. A more complete understanding of interplay between IU, perceived AC, and cognitive control could inform intervention efforts. METHODS The current study examined the direct and interactive effects of IU and AC on anxiety in a sample of 280 community outpatients (M age = 36.01 years, SD = 16.17). Perceived AC was measured using self-report and cognitive control abilities were measured using a Go/No-Go task. RESULTS Findings indicated a significant IU by perceived AC interaction predicting worry and GAD diagnoses. There was a positive relation between IU and worry/GAD diagnoses that was strongest among those with high perceived AC. Perceived AC was unrelated to cognitive control abilities, and cognitive control abilities did not interact significantly with IU. Cognitive control abilities were related to worry symptoms but not to GAD diagnoses. CONCLUSIONS These results indicate that at high levels of perceived AC, individuals with elevated IU report higher levels of worry, potentially due to the conscious use of worry as an emotion regulation strategy. Clinical implications and future directions are discussed.
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Affiliation(s)
| | | | - Matt R. Judah
- Department of Psychology, Old Dominion University, Norfolk, VA, USA
| | | | - Nathan M. Hager
- Department of Psychology, Old Dominion University, Norfolk, VA, USA
| | - Brian Albanese
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Ashley A. Knapp
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Norman B. Schmidt
- Department of Psychology, Florida State University, Tallahassee, FL, USA
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8
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Peckham AD, Sandler JP, Dattolico D, McHugh RK, Johnson DS, Björgvinsson T, Pizzagalli DA, Beard C. Cognitive control training for urgency: A pilot randomized controlled trial in an acute clinical sample. Behav Res Ther 2021; 146:103968. [PMID: 34562728 PMCID: PMC8555999 DOI: 10.1016/j.brat.2021.103968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 08/09/2021] [Accepted: 09/13/2021] [Indexed: 10/20/2022]
Abstract
Urgency - rash action in the context of strong emotion - is a facet of impulsivity closely related to many psychological disorders. Deficits in working memory and response inhibition are potential mechanisms underlying urgency, and a previous study showed that cognitive training targeting these domains is efficacious in reducing urgency. However, the feasibility and efficacy of this intervention has not yet been tested in a clinical sample or naturalistic treatment setting. To fill this gap, we conducted a pilot study of cognitive training for individuals reporting high levels of urgency in a partial hospitalization program. We evaluated this intervention in an open trial (n = 20), followed by a randomized controlled trial (n = 46) comparing cognitive training plus treatment as usual to treatment as usual. Results supported the feasibility and acceptability of cognitive training. Participants in the training group showed significant improvement on cognitive tasks, but groups did not differ in urgency. In pooled analyses combining the open trial and RCT, there was a significant reduction in distress intolerance in the training group only. Results indicate the potential benefit of cognitive training for distress intolerance, but do not support the use of cognitive training for urgency in acute clinical settings. The study conducted in the RCT phase of this manuscript is registered on ClinicalTrials.gov (NCT: NCT03527550). The full trial protocol is available on ClinicalTrials.gov.
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Affiliation(s)
- Andrew D Peckham
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
| | - Jenna P Sandler
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Brandeis University, 415 South Street, Waltham, MA, 02453, USA.
| | | | - R Kathryn McHugh
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
| | | | - Thröstur Björgvinsson
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
| | - Diego A Pizzagalli
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
| | - Courtney Beard
- McLean Hospital, 115 Mill Street, Belmont, MA, 02478, USA; Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
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9
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Dezachyo O, Kozak S, Bar-Haim Y, Censor N, Dayan E. Intrinsic Functional Connectivity of the Anterior Cingulate Cortex Is Associated with Tolerance to Distress. eNeuro 2021; 8:ENEURO.0277-21.2021. [PMID: 34593518 PMCID: PMC8577043 DOI: 10.1523/eneuro.0277-21.2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 08/26/2021] [Accepted: 09/27/2021] [Indexed: 11/21/2022] Open
Abstract
The ability to adapt under significant adversity, defined as psychological resilience, is instrumental in preventing stress-related disorders. An important aspect of resilience is the capacity to endure affective distress when in pursuit of goals, also known as distress tolerance. Evidence that links intrinsic baseline interactions within large-scale functional networks with performance under distress remains missing. We hypothesized that the anterior cingulate cortex (ACC) may engage in distress tolerance because of its involvement in attention and emotion regulation. Accordingly, we tested whether behavioral performance under distress is associated with baseline resting-state ACC functional connectivity (FC). Distress tolerance was measured in 97 participants using the behavioral indicator of resiliency to distress (BIRD) task. Analyses contrasted participants who quit the task before its designated termination (n = 51) with those who persisted throughout it (n = 46). Seed-based FC analysis indicated greater connectivity between the ACC and dorsolateral prefrontal cortex (DLPFC) in subjects who persisted throughout the task, along with greater FC between the ACC and the precentral gyrus in those who quit before its termination. The results shed light on the mechanisms underlying interindividual differences in the ability to handle distress.
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Affiliation(s)
- Or Dezachyo
- School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Stas Kozak
- School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Yair Bar-Haim
- School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Nitzan Censor
- School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Eran Dayan
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
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Michelini G, Palumbo IM, DeYoung CG, Latzman RD, Kotov R. Linking RDoC and HiTOP: A new interface for advancing psychiatric nosology and neuroscience. Clin Psychol Rev 2021; 86:102025. [PMID: 33798996 PMCID: PMC8165014 DOI: 10.1016/j.cpr.2021.102025] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 03/11/2021] [Accepted: 03/19/2021] [Indexed: 12/14/2022]
Abstract
The Research Domain Criteria (RDoC) and the Hierarchical Taxonomy of Psychopathology (HiTOP) represent major dimensional frameworks proposing two alternative approaches to accelerate progress in the way psychopathology is studied, classified, and treated. RDoC is a research framework rooted in neuroscience aiming to further the understanding of transdiagnostic biobehavioral systems underlying psychopathology and ultimately inform future classifications. HiTOP is a dimensional classification system, derived from the observed covariation among symptoms of psychopathology and maladaptive traits, which seeks to provide more informative research and treatment targets (i.e., dimensional constructs and clinical assessments) than traditional diagnostic categories. This article argues that the complementary strengths of RDoC and HiTOP can be leveraged in order to achieve their respective goals. RDoC's biobehavioral framework may help elucidate the underpinnings of the clinical dimensions included in HiTOP, whereas HiTOP may provide psychometrically robust clinical targets for RDoC-informed research. We present a comprehensive mapping between dimensions included in RDoC (constructs and subconstructs) and HiTOP (spectra and subfactors) based on narrative review of the empirical literature. The resulting RDoC-HiTOP interface sheds light on the biobehavioral correlates of clinical dimensions and provides a broad set of dimensional clinical targets for etiological and neuroscientific research. We conclude with future directions and practical recommendations for using this interface to advance clinical neuroscience and psychiatric nosology. Ultimately, we envision that this RDoC-HiTOP interface has the potential to inform the development of a unified, dimensional, and biobehaviorally-grounded psychiatric nosology.
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Affiliation(s)
- Giorgia Michelini
- Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90024, United States of America.
| | - Isabella M Palumbo
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States of America
| | - Colin G DeYoung
- Department of Psychology, University of Minnesota, Minneapolis, MN 55455, United States of America
| | - Robert D Latzman
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States of America
| | - Roman Kotov
- Department of Psychiatry & Behavioral Health, Stony Brook University, Stony Brook, NY 11790, United States of America
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Albanese BJ, Preston TJ, Bedford C, Macatee RJ, Schmidt NB. Distress Intolerance Prospectively Predicts Traumatic Intrusions Following an Experimental Trauma in a Non-clinical Sample. COGNITIVE THERAPY AND RESEARCH 2021. [DOI: 10.1007/s10608-021-10228-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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12
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Macatee RJ, Albanese BJ, Okey SA, Afshar K, Carr M, Rosenthal MZ, Schmidt NB, Cougle JR. Impact of a computerized intervention for high distress intolerance on cannabis use outcomes: A randomized controlled trial. J Subst Abuse Treat 2020; 121:108194. [PMID: 33357604 DOI: 10.1016/j.jsat.2020.108194] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 09/02/2020] [Accepted: 11/01/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Prevalence of regular cannabis use and cannabis use disorder (CUD) have increased in the past two decades, but treatment-seeking is low and extant brief interventions do not target causal risk factors implicated in etiological models of addiction. Elevated distress intolerance (DI) is one risk factor that has been empirically linked with greater CUD severity and maintenance in regular users, but, to our knowledge, research has never targeted it in a brief intervention among cannabis users with CUD or at high risk. The current RCT evaluated the impact of a DI intervention (i.e., Distress Tolerance Intervention [DTI]) compared to a healthy habits control intervention (i.e., Healthy Video Control [HVC]) on DI and cannabis use outcomes. METHOD We randomized cannabis users with high DI (N = 60) to the DTI or HVC condition and they received two computerized intervention sessions. We assessed relief cannabis craving at pre- and post-treatment; and we assessed DI, cannabis use coping motives, use-related problems, and use frequency at pre- and post-treatment as well as one- and four-month follow-ups. We assessed CUD symptoms via interviews at pre-treatment and four-month follow-up. RESULTS Significant, durable reductions in DI and all cannabis use outcomes occurred in both conditions. Compared to the HVC condition, the DTI led to greater reductions in use frequency during the treatment period. Reductions in self-reported DI were correlated with reductions in coping motives and CUD symptoms. CONCLUSION The DTI's impact on all outcomes was largely comparable to the control condition, though it may have utility as an adjunctive intervention.
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Affiliation(s)
| | | | - Sarah A Okey
- Department of Psychology, Arizona State University, Tempe, AZ, USA
| | - Kaveh Afshar
- Department of Psychology, Auburn University, Auburn, AL, USA
| | - Meghan Carr
- Department of Psychology, Auburn University, Auburn, AL, USA
| | - M Zachary Rosenthal
- Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA; Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Norman B Schmidt
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Jesse R Cougle
- Department of Psychology, Florida State University, Tallahassee, FL, USA
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Juarascio A, Manasse S, Clark KE, Schaumberg K, Kerrigan S, Goldstein SP, Evans BC, Wyckoff E, Murray HB, Felonis CR, Forman E. Understanding the overlap and differences in terms describing patterns of maladaptive avoidance and intolerance of negative emotional states. PERSONALITY AND INDIVIDUAL DIFFERENCES 2020. [DOI: 10.1016/j.paid.2020.109859] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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14
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Albanese BJ, Macatee RJ, Gallyer AJ, Stanley IH, Joiner TE, Schmidt NB. Impaired Conflict Detection Differentiates Suicide Attempters From Ideating Nonattempters: Evidence From Event-Related Potentials. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 4:902-912. [DOI: 10.1016/j.bpsc.2019.05.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 05/21/2019] [Accepted: 05/21/2019] [Indexed: 12/22/2022]
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Macatee RJ, Okey SA, Albanese BJ, Schmidt NB, Cougle JR. Distress intolerance moderation of motivated attention to cannabis and negative stimuli after induced stress among cannabis users: an ERP study. Addict Biol 2019; 24:717-729. [PMID: 29737034 DOI: 10.1111/adb.12622] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 01/02/2018] [Accepted: 02/24/2018] [Indexed: 12/30/2022]
Abstract
Prevalence of cannabis use is increasing, but many regular users do not develop cannabis use disorder (CUD); thus, CUD risk identification among current users is vital for targeted intervention development. Existing data suggest that high distress intolerance (DI), an individual difference reflective of the ability to tolerate negative affect, may be linked to CUD, but no studies have tested possible neurophysiological mechanisms. Increased motivated attentional processing of cannabis and negative emotional stimuli as indexed by neurophysiology [i.e. the late positive potential (LPP)], particularly during acute stress, may contribute to CUD among high DI users. Frequent cannabis users with high (n = 61) and low DI (n = 44) viewed cannabis, negative, and matched neutral images during electroencephalography (EEG) recording before and after a laboratory stressor. Cannabis cue-elicited modulation of the 1000- to 3000-milliseconds LPP was larger in high DI users at post-stressor only, although the effect was only robust in the 1000- to 2000-milliseconds window. Further, modulation magnitude in the high DI group covaried with stress-relief craving and some CUD indices in the 400- to 1000-milliseconds and 1000- to 3000-milliseconds windows, respectively. No significant effects of DI on negative stimuli-elicited LPP modulation were found, although inverse associations with some CUD indices were observed. Finally, exploratory analyses revealed some evidence for DI moderation of the relation between subjective stressor reactivity and negative stimuli-elicited LPP modulation such that greater stressor reactivity was associated with blunted versus enhanced modulation in the high and low DI groups, respectively. Negative and cannabis stimuli-elicited LPP modulation appear to index distinct, CUD-relevant neural processes in high DI cannabis users.
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Affiliation(s)
| | - Sarah A. Okey
- Department of PsychologyArizona State University Tempe AZ USA
| | | | | | - Jesse R. Cougle
- Department of PsychologyFlorida State University Tallahassee FL USA
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Macatee RJ, Albanese BJ, Crane NA, Okey SA, Cougle JR, Schmidt NB. Distress intolerance moderation of neurophysiological markers of response inhibition after induced stress: Relations with cannabis use disorder. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2018; 32:944-955. [PMID: 30407026 DOI: 10.1037/adb0000418] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Cannabis use is prevalent but only a minority of regular users develop cannabis use disorder (CUD); thus, CUD risk identification among current cannabis users is vital for targeted intervention development. Existing data suggest that high distress intolerance (DI), an individual difference reflective of the ability to withstand negative affect, is linked to CUD, possibly via stress-elicited impairment of response inhibition but this has never been explicitly tested. Frequent cannabis users with high and low DI completed a go/no-go task during EEG recording before and after a laboratory stressor. Relations between DI, cannabis use-related problems, and behavioral as well as neurophysiological markers of response inhibition functioning were assessed. DI significantly moderated the effect of the stressor on the conflict-monitoring but not evaluative phase of response inhibition as measured by N2 and P3a amplitude, respectively. Unexpectedly, cannabis users with high DI demonstrated stressor-elicited enhancement rather than impairment of conflict-monitoring neural activity, which was related to faster reaction time (RT) and decreased past-month cannabis problems. Enhanced inhibition-related modulation of P3a amplitude was generally associated with increased cannabis problems regardless of acute stress. Results did not provide support for stress-elicited impairment in cognitive control as a mechanism linking high DI and CUD, though some support was found for the relevance of inhibition-related neural activity to CUD. Stress-elicited enhancement of conflict-monitoring neural activity during response inhibition may reflect an adaptive neural response among cannabis users with high DI that protects against CUD in this at-risk group. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
| | | | | | - Sarah A Okey
- Department of Psychology, Florida State University
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