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Lee KS, Gau SSF, Tseng WL. Autistic Symptoms, Irritability, and Executive Dysfunctions: Symptom Dynamics from Multi-Network Models. J Autism Dev Disord 2024; 54:3078-3093. [PMID: 37453959 DOI: 10.1007/s10803-023-05981-0] [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] [Accepted: 03/29/2023] [Indexed: 07/18/2023]
Abstract
Socio-cognitive difficulties in individuals with autism spectrum disorder (ASD) are heterogenuous and often co-occur with irritability symptoms, such as angry/grouchy mood and temper outbursts. However, the specific relations between individual symptoms are not well-represented in conventional methods analyzing aggregated autistic symptoms and ASD diagnosis. Moreover, the cognitive-behavioral mechanisms linking ASD to irritability are largely unknown. This study investigated the dynamics between autistic (Social Responsiveness Scale) and irritability (Affective Reactivity Index) symptoms and executive functions (Cambridge Neuropsychological Test Automated Battery) in a sample of children and adolescents with ASD, their unaffected siblings, and neurotypical peers (N = 345, aged 6-18 years, 78.6% male). Three complementary networks across the entire sample were computed: (1) Gaussian graphical network estimating the conditional correlations between symptom nodes; (2) Relative importance network computing relative influence between symptoms; (3) Bayesian directed acyclic graph estimating predictive directionality between symptoms. Networks revealed numerous partial correlations within autistic (rs = .07-.56) and irritability (rs = .01-.45) symptoms and executive functions (rs = -.83 to .67) but weak connections between clusters. This segregated pattern converged in all directed and supplementary networks. Plausible predictive paths were found between social communication difficulties to autism mannerisms and between "angry frequently" to "lose temper easily." Autistic and irritability symptoms are two relatively independent families of symptoms. It is unlikely that executive dysfunctions explain elevated irritability in ASD. Findings underscore the need for researching other mood and cognitive-behavioral bridge symptoms, which may inform individualized treatments for co-occurring irritability in ASD.
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Grants
- R00 MH110570 NIMH NIH HHS
- R00MH110570 NIMH NIH HHS
- NSC98-3112-B-002-004 Ministry of Science and Technology, Taiwan
- NSC99-2627- B-002-015 Ministry of Science and Technology, Taiwan
- NSC100-2627-B-002-014 Ministry of Science and Technology, Taiwan
- NSC101-2627-B- 002-002 Ministry of Science and Technology, Taiwan
- NSC 101-2314-B-002-136-MY3 Ministry of Science and Technology, Taiwan
- NHRI-EX104-10404PI National Health Research Institute, Taiwan
- NHRI-EX105-10404PI National Health Research Institute, Taiwan
- NHRI-EX106-10404PI National Health Research Institute, Taiwan
- NHRI-EX107-10404PI National Health Research Institute, Taiwan
- NHRI-EX108-10404PI National Health Research Institute, Taiwan
- NHRI-EX110-11002PI National Health Research Institute, Taiwan
- NHRI-EX111-11002PI National Health Research Institute, Taiwan
- 10R81918- 03101R892103 AIM for Top University Excellent Research Project
- 102R892103 AIM for Top University Excellent Research Project
- R00MH110570 NIMH NIH HHS
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Affiliation(s)
- Ka Shu Lee
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, USA
| | - Susan Shur-Fen Gau
- Department of Psychiatry, National Taiwan University Hospital & College of Medicine, No. 7, Chung-Shan South Road, Taipei, 10002, Taiwan.
- Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, Taiwan.
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
| | - Wan-Ling Tseng
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, USA
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2
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Elvin OM, Modecki KL, Waters AM. An Expanded Conceptual Framework for Understanding Irritability in Childhood: The Role of Cognitive Control Processes. Clin Child Fam Psychol Rev 2024; 27:381-406. [PMID: 38856946 PMCID: PMC11222227 DOI: 10.1007/s10567-024-00489-0] [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] [Accepted: 05/08/2024] [Indexed: 06/11/2024]
Abstract
Children prone to irritability experience significant functional impairments and internalising and externalising problems. Contemporary models have sought to elucidate the underlying mechanisms in irritability, such as aberrant threat and reward biases to improve interventions. However, the cognitive control processes that underlie threat (e.g., attention towards threats) and reward (e.g., attention towards reward-related cues) biases and the factors which influence the differential activation of positive and negative valence systems and thus leading to maladaptive activation of cognitive control processes (i.e., proactive and reactive control) are unclear. Thus, we aim to integrate extant theoretical and empirical research to elucidate the cognitive control processes underlying threat and reward processing that contribute to irritability in middle childhood and provide a guiding framework for future research and treatment. We propose an expanded conceptual framework of irritability that includes broad intraindividual and environmental vulnerability factors and propose proximal 'setting' factors that activate the negative valence and positive valence systems and proactive and reactive cognitive control processes which underpin the expression and progression of irritability. We consider the implications of this expanded conceptualisation of irritability and provide suggestions for future research.
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Affiliation(s)
- Olivia M Elvin
- School of Applied Psychology, Griffith University, Mount Gravatt Campus, Brisbane, QLD, Australia.
| | - Kathryn L Modecki
- Centre for Mental Health and School of Applied Psychology, Griffith University, Mount Gravatt Campus, Brisbane, QLD, Australia
- School of Psychological Science, University of Western Australia & Telethon Kids Institute, Perth, Australia
| | - Allison M Waters
- Centre for Mental Health and School of Applied Psychology, Griffith University, Mount Gravatt Campus, Brisbane, QLD, Australia.
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Abstract
This overview critically appraises the literature on the treatment of pediatric anxiety disorders. The two established treatments for these conditions comprise cognitive-behavioral therapy (CBT) and antidepressant medications. Many youths receiving these treatments fail to achieve remission, which creates a need for new treatments. After summarizing the literature on CBT and currently available medications, the authors describe research that lays a foundation for improvements in the treatment of pediatric anxiety disorders. This foundation leverages neuroscientific investigations, also described in the overview, which provide insights on mechanisms of successful treatment.
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Affiliation(s)
- Andre Zugman
- Section on Development and Affective Neuroscience (SDAN), Emotion and Development Branch (EDB), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States
| | - Anderson M. Winkler
- Section on Development and Affective Neuroscience (SDAN), Emotion and Development Branch (EDB), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States
- Division of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Brownsville, Texas, United States
| | - Purnima Qamar
- Section on Development and Affective Neuroscience (SDAN), Emotion and Development Branch (EDB), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States
| | - Daniel S. Pine
- Section on Development and Affective Neuroscience (SDAN), Emotion and Development Branch (EDB), National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland, United States
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Kirshenbaum JS, Pagliaccio D, Pizzagalli DA, Auerbach RP. Neural sensitivity following stress predicts anhedonia symptoms: a 2-year multi-wave, longitudinal study. Transl Psychiatry 2024; 14:106. [PMID: 38388454 PMCID: PMC10884408 DOI: 10.1038/s41398-024-02818-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/03/2024] [Accepted: 02/06/2024] [Indexed: 02/24/2024] Open
Abstract
Animal models of depression show that acute stress negatively impacts functioning in neural regions sensitive to reward and punishment, often manifesting as anhedonic behaviors. However, few human studies have probed stress-induced neural activation changes in relation to anhedonia, which is critical for clarifying risk for affective disorders. Participants (N = 85, 12-14 years-old, 53 female), oversampled for risk of depression, were administered clinical assessments and completed an fMRI guessing task during a baseline (no-stress) period to probe neural response to receipt of rewards and losses. After the initial task run of the fMRI guessing task, participants received an acute stressor and then, were re-administered the guessing task. Including baseline, participants provided up to 10 self-report assessments of life stress and symptoms over a 2 year period. Linear mixed-effects models estimated whether change in neural activation (post- vs. pre-acute stressor) moderated the longitudinal associations between life stress and symptoms. Primary analyses indicated that adolescents with stress-related reductions in right ventral striatum response to rewards exhibited stronger longitudinal associations between life stress and anhedonia severity (β = -0.06, 95%CI[-0.11, -0.02], p = 0.008, pFDR = 0.048). Secondary analyses showed that longitudinal positive associations between life stress and depression severity were moderated by stress-related increases in dorsal striatum response to rewards (left caudate β = 0.11, 95%CI[0.07,0.17], p < 0.001, pFDR = 0.002; right caudate β = 0.07, 95%CI[0.02,0.12], p = 0.002, pFDR = 0.003; left putamen β = 0.09, 95%CI[0.04, 0.14], p < 0.001, pFDR = 0.002; right putamen β = 0.08, 95%CI[0.03, 0.12], p < 0.001, pFDR = 0.002). Additionally, longitudinal positive associations among life stress and anxiety severity were moderated by stress-related reductions in dorsal anterior cingulate cortex (β = -0.07, 95%CI[-0.12,.02], p = 0.008, pFDR = 0.012) and right anterior insula (β = -0.07, 95%CI[-0.12,-0.02], p = 0.002, pFDR = 0.006) response to loss. All results held when adjusting for comorbid symptoms. Results show convergence with animal models, highlighting mechanisms that may facilitate stress-induced anhedonia as well as a separable pathway for the emergence of depressive and anxiety symptoms.
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Affiliation(s)
- Jaclyn S Kirshenbaum
- Department of Psychiatry, Columbia University, New York, NY, USA.
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA.
| | - David Pagliaccio
- Department of Psychiatry, Columbia University, New York, NY, USA
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Diego A Pizzagalli
- Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Randy P Auerbach
- Department of Psychiatry, Columbia University, New York, NY, USA
- Division of Child and Adolescent Psychiatry, New York State Psychiatric Institute, New York, NY, USA
- Division of Clinical Developmental Neuroscience, Sackler Institute, New York, NY, USA
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Conte S, Richards JE, Fox NA, Valadez EA, McSweeney M, Tan E, Pine DS, Winkler AM, Liuzzi L, Cardinale EM, White LK, Buzzell GA. Multimodal study of the neural sources of error monitoring in adolescents and adults. Psychophysiology 2023; 60:e14336. [PMID: 37212619 PMCID: PMC10524909 DOI: 10.1111/psyp.14336] [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: 10/03/2022] [Revised: 04/16/2023] [Accepted: 05/01/2023] [Indexed: 05/23/2023]
Abstract
The ability to monitor performance during a goal-directed behavior differs among children and adults in ways that can be measured with several tasks and techniques. As well, recent work has shown that individual differences in error monitoring moderate temperamental risk for anxiety and that this moderation changes with age. We investigated age differences in neural responses linked to performance monitoring using a multimodal approach. The approach combined functional MRI and source localization of event-related potentials (ERPs) in 12-year-old, 15-year-old, and adult participants. Neural generators of two components related to performance and error monitoring, the N2 and ERN, lay within specific areas of fMRI clusters. Whereas correlates of the N2 component appeared similar across age groups, age-related differences manifested in the location of the generators of the ERN component. The dorsal anterior cingulate cortex (dACC) was the predominant source location for the 12-year-old group; this area manifested posteriorly for the 15-year-old and adult groups. A fMRI-based ROI analysis confirmed this pattern of activity. These results suggest that changes in the underlying neural mechanisms are related to developmental changes in performance monitoring.
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Affiliation(s)
- Stefania Conte
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
| | - John E Richards
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
| | - Nathan A Fox
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Emilio A Valadez
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Marco McSweeney
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Enda Tan
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Daniel S Pine
- National Institute of Mental Health, Emotion and Development Branch, Bethesda, Maryland, USA
| | - Anderson M Winkler
- National Institute of Mental Health, Emotion and Development Branch, Bethesda, Maryland, USA
| | - Lucrezia Liuzzi
- National Institute of Mental Health, Emotion and Development Branch, Bethesda, Maryland, USA
| | - Elise M Cardinale
- National Institute of Mental Health, Emotion and Development Branch, Bethesda, Maryland, USA
| | - Lauren K White
- Lifespan Brain Institute of the Children's Hospital of Philadelphia and Penn Medicine, Philadelphia, Pennsylvania, USA
| | - George A Buzzell
- Florida International University and the Center for Children and Families, Miami, Florida, USA
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Zainal NH, Newman MG. Executive Functioning Constructs in Anxiety, Obsessive-Compulsive, Post-Traumatic Stress, and Related Disorders. Curr Psychiatry Rep 2022; 24:871-880. [PMID: 36401677 PMCID: PMC9676877 DOI: 10.1007/s11920-022-01390-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/23/2022] [Indexed: 11/20/2022]
Abstract
PURPOSE OF REVIEW We synthesize theories proposing complex relations between cognitive functioning and anxiety-related concepts. We evaluate vulnerability theories suggesting that deficits in various cognitive functioning domains predict future anxiety-associated concepts. We examine scar theories asserting the opposite direction of effects (i.e., anxiety predicting cognitive dysfunction). Furthermore, we examine more novel frameworks on this topic. RECENT FINDINGS Reliable evidence exists for the scar and vulnerability theories. This includes mounting data on diverse anxiety symptoms predicting cognitive dysfunction (and conversely) unfolding at between- and within-person levels (dynamic mutualism theory). It also includes data on the stronger effects or central influence of anxiety (versus non-anxiety) symptoms on executive functioning (EF; i.e., higher-order cognitive control governing myriad thinking and action repertoires) versus non-EF domains and vice versa (network theory). In addition, it reviews emerging evidence that enhanced cognitive control can correlate with higher anxiety among children (overgeneralized control theory). The generally inverse relations between anxiety symptoms and cognitive dysfunction are bidirectional and complex within and between persons. Plausible mediators and moderators merit more attention, including immune, metabolism, and neural markers and the social determinants of health.
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Affiliation(s)
| | - Michelle G Newman
- The Pennsylvania State University, 371 Moore Building, University Park, PA, 16802, USA.
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