Searched for: school:SOM
Department/Unit:Child and Adolescent Psychiatry
Shared and Specific Neural Correlates of Attention Deficit Hyperactivity Disorder and Autism Spectrum Disorder: A Meta-Analysis of 243 Task-Based Functional MRI Studies
Tamon, Hiroki; Fujino, Junya; Itahashi, Takashi; Frahm, Lennart; Parlatini, Valeria; Aoki, Yuta Y; Castellanos, Francisco Xavier; Eickhoff, Simon B; Cortese, Samuele
OBJECTIVE/UNASSIGNED:To investigate shared and specific neural correlates of cognitive functions in attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD), the authors performed a comprehensive meta-analysis and considered a balanced set of neuropsychological tasks across the two disorders. METHODS/UNASSIGNED:A broad set of electronic databases was searched up to December 4, 2022, for task-based functional MRI studies investigating differences between individuals with ADHD or ASD and typically developing control subjects. Spatial coordinates of brain loci differing significantly between case and control subjects were extracted. To avoid potential diagnosis-driven selection bias of cognitive tasks, the tasks were grouped according to the Research Domain Criteria framework, and stratified sampling was used to match cognitive component profiles. Activation likelihood estimation was used for the meta-analysis. RESULTS/UNASSIGNED:After screening 20,756 potentially relevant references, a meta-analysis of 243 studies was performed, which included 3,084 participants with ADHD (676 females), 2,654 participants with ASD (292 females), and 6,795 control subjects (1,909 females). ASD and ADHD showed shared greater activations in the lingual and rectal gyri and shared lower activations in regions including the middle frontal gyrus, the parahippocampal gyrus, and the insula. By contrast, there were ASD-specific greater and lower activations in regions including the left middle temporal gyrus and the left middle frontal gyrus, respectively, and ADHD-specific greater and lower activations in the amygdala and the global pallidus, respectively. CONCLUSIONS/UNASSIGNED:Although ASD and ADHD showed both shared and disorder-specific standardized neural activations, disorder-specific activations were more prominent than shared ones. Functional brain differences between ADHD and ASD are more likely to reflect diagnosis-related pathophysiology than bias from the selection of specific neuropsychological tasks.
PMID: 38685858
ISSN: 1535-7228
CID: 5663112
Unsupervised Bayesian classification for models with scalar and functional covariates
Garcia, Nancy L; Rodrigues-Motta, Mariana; Migon, Helio S; Petkova, Eva; Tarpey, Thaddeus; Ogden, R Todd; Giordano, Julio O; Perez, Martin M
We consider unsupervised classification by means of a latent multinomial variable which categorizes a scalar response into one of the L components of a mixture model which incorporates scalar and functional covariates. This process can be thought as a hierarchical model with the first level modelling a scalar response according to a mixture of parametric distributions and the second level modelling the mixture probabilities by means of a generalized linear model with functional and scalar covariates. The traditional approach of treating functional covariates as vectors not only suffers from the curse of dimensionality, since functional covariates can be measured at very small intervals leading to a highly parametrized model, but also does not take into account the nature of the data. We use basis expansions to reduce the dimensionality and a Bayesian approach for estimating the parameters while providing predictions of the latent classification vector. The method is motivated by two data examples that are not easily handled by existing methods. The first example concerns identifying placebo responders on a clinical trial (normal mixture model) and the other predicting illness for milking cows (zero-inflated mixture of the Poisson model).
PMCID:11271982
PMID: 39072300
ISSN: 0035-9254
CID: 5725012
Social Skills Interventions for Adolescents with Level 1 Autism Spectrum Disorder: A Systematic Review with Meta-Analysis of Randomized Controlled Trials
Narzisi, Antonio; Sesso, Gianluca; Fabbri-Destro, Maddalena; Berloffa, Stefano; Fantozzi, Pamela; Muccio, Rosy; Bruzzi, Gianina; Scatigna, Stefano; Valente, Elena; Viglione, Valentina; Milone, Annarita; Cortese, Samuele; Masi, Gabriele
OBJECTIVE/UNASSIGNED:Evidence on the efficacy of social skills training for adolescents with Level 1 Autism Spectrum Disorder (ASD) is unclear. METHOD/UNASSIGNED:We searched Pubmed, Scopus, and Web of Science until July 27th, 2023, for randomized controlled trials (RCTs) of social skills training for pre-adolescents and adolescents (aged 9-18) with Level 1 ASD. We then pooled data on efficacy from individual RCTs by conducting multivariate mixed-effects meta-analyses in R. We estimated possible bias in the retained RCTs using the RoB2 tool. RESULTS/UNASSIGNED:We retained 36 RCTs (encompassing 2796 participants), including 18 RCTs comparing an experimental treatment to a waiting list, and 18 RCTs comparing it to standard care/control treatment. Meta-analyses showed that experimental treatments were significantly more efficacious than waiting list or standard care/ control treatments in improving social skills (SMD = 0.3745; 95%CI = [0.2396; 0.5093]), as well as reducing behavioral symptoms (0.3154;0.1783, 0.4525) and anxious/depressive symptoms (0.2780; 0.0432, 0.5128). However, for some outcomes there was significant heterogeneity across studies and evidence of publication bias. Subgroup analyses and meta-regressions did not identify any specific clinical or demographic factors as significant predictors of outcome. The most common risk of bias across studies was related to deviations from intended interventions and measurement of the outcomes. CONCLUSIONS/UNASSIGNED:At the group level, social skills training for adolescents with Level 1 ASD is efficacious, with small-to-moderate effect size. Future research should focus on personalized medicine approaches, aimed at tailoring interventions to specific characteristics of adolescents with Level 1 ASD.
PMCID:11231730
PMID: 38988677
ISSN: 2385-0787
CID: 5732382
Effects of mindfulness-based interventions on symptoms and interoception in trauma-related disorders and exposure to traumatic events: Systematic review and meta-analysis
Molteni, L; Gosling, C J; Fagan, H A; Hyde, J; Benatti, B; Dell'Osso, B; Cortese, S; Baldwin, D S; Huneke, N T M
Interoception is defined as the sense of the internal state of the body. Dysfunctions in interoception are found in several mental disorders, including trauma-related conditions. Mindfulness-Based Interventions (MBIs) have been shown to influence interoceptive processes. Randomised controlled trials (RCTs) have investigated whether MBIs impact symptoms and interoception in patients with trauma-related disorders. We undertook a systematic review and meta-analysis to synthesize these data. We included RCTs with an MBI arm which enrolled adult patients with trauma related-disorders or exposure to a traumatic experience, and addressed changes in interoception and trauma-related symptoms. A random-effects multivariate meta-analytic model was performed to quantify group differences in score change from baseline to follow-up. Twelve studies were included in the systematic review, and eleven in the meta-analysis. Overall, MBIs showed small to moderate positive effects on both interoception and symptoms. Despite a high heterogeneity in results, sensitivity analyses confirmed the robustness of the findings. We conclude that the efficacy of MBIs on trauma-related symptoms and interoception is supported by randomised evidence. However, further research is needed to understand whether changes in interoception might underpin the effectiveness of MBIs in trauma-related disorders.
PMID: 38636333
ISSN: 1872-7123
CID: 5733802
An investigation of the neural basis of anger attributions in irritable youth
Benda, Margaret S; DeSerisy, Mariah; Levitch, Cara; Roy, Amy Krain
Neurocognitive models of pediatric irritability suggest a prominent role of anger; however, few studies have investigated anger-related biases and their neural correlates. Resting state functional connectivity (rsFC) of the amygdala was examined in relation to anger attribution bias (AAB) in a sample of young children (5-9 years old; N = 60; 55% White, 26.7% Hispanic) with clinically significant irritability characterized by impairing emotional outbursts (IEOs). Children completed a resting state functional magnetic resonance imaging scan as well as the assessment of children's emotional skills (ACES), which yields three measures of AAB in the context of social situations, social behaviors, and facial expressions. ACES scores were entered into a general linear model to examine associations with rsFC of the bilateral amygdalae. Children with IEOs exhibited significant biases in attributing anger to others across all three ACES domains. Greater biases toward attributing anger in social situations were associated with reduced rsFC of the bilateral amygdalae with the fusiform/lingual gyri and lateral occipital cortex. Alternatively, greater biases toward attributing anger to facial expressions positively predicted right amygdala-precuneus rsFC. Greater bias toward attributing anger to others based on their behaviors was associated with heightened rsFC of the right amygdala with the left middle frontal gyrus. Findings extend previous work implicating functional connections among regions of default mode and frontoparietal networks in pediatric irritability. Longitudinal studies are needed to further investigate the putative role of AAB in the etiology and long-term outcomes of pediatric irritability. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
PMID: 38127534
ISSN: 1931-1516
CID: 5612032
Mindless to Mindful Parenting? Videofeedback-Enhanced Psychotherapy for Violence-Exposed Mothers and Their Young Children [Case Report]
Schechter, Daniel S
This article presents a frequent dilemma of treatment-seeking mothers suffering from complex posttraumatic stress disorder (PTSD) that is related to exposure to maltreatment and other forms of interpersonal violence. Namely, that complex PTSD symptoms, including dissociative states in mothers that are triggered by normative child emotion dysregulation, aggression, and distress during early childhood, hinder the development of a productive psychotherapeutic process in more traditional psychodynamic psychotherapies for mothers and children. The article thus presents clinician-assisted videofeedback exposure (CAVE) that characterizes a recently manualized brief psychotherapy for this population, called CAVE-approach therapy (CAVEAT). CAVEAT can be used on its own or to preface a deeper process using child-parent psychotherapy or other non-videofeedback-enhanced psychodynamic models. A clinical illustration is provided.
PMID: 38829225
ISSN: 2162-2604
CID: 5664952
The lived experience of mental disorders in adolescents: a bottom-up review co-designed, co-conducted and co-written by experts by experience and academics
Fusar-Poli, Paolo; Estradé, Andrés; Esposito, Cecilia M; Rosfort, René; Basadonne, Ilaria; Mancini, Milena; Stanghellini, Giovanni; Otaiku, Jummy; Olanrele, Oluwadamilola; Allen, Lucas; Lamba, Muskan; Alaso, Catherine; Ieri, Judy; Atieno, Margret; Oluoch, Yvonne; Ireri, Phides; Tembo, Ephraim; Phiri, Innocent Z; Nkhoma, Duncan; Sichone, Noah; Siadibbi, Candy; Sundi, Pharidah R I O; Ntokozo, Nyathi; Fusar-Poli, Laura; Floris, Valentina; Mensi, Martina M; Borgatti, Renato; Damiani, Stefano; Provenzani, Umberto; Brondino, Natascia; Bonoldi, Ilaria; Radua, Joaquim; Cooper, Kate; Shin, Jae Il; Cortese, Samuele; Danese, Andrea; Bendall, Sarah; Arango, Celso; Correll, Christoph U; Maj, Mario
We provide here the first bottom-up review of the lived experience of mental disorders in adolescents co-designed, co-conducted and co-written by experts by experience and academics. We screened first-person accounts within and outside the medical field, and discussed them in collaborative workshops involving numerous experts by experience - representing different genders, ethnic and cultural backgrounds, and continents - and their family members and carers. Subsequently, the material was enriched by phenomenologically informed perspectives and shared with all collaborators. The inner subjective experience of adolescents is described for mood disorders, psychotic disorders, attention-deficit/hyperactivity disorder, autism spectrum disorders, anxiety disorders, eating disorders, externalizing disorders, and self-harm behaviors. The recollection of individuals' past histories also indexes the prodromal (often transdiagnostic) features predating the psychiatric diagnosis. The experience of adolescents with mental disorders in the wider society is described with respect to their family, their school and peers, and the social and cultural context. Furthermore, their lived experience of mental health care is described with respect to receiving a diagnosis of mental disorder, accessing mental health support, receiving psychopharmacological treatment, receiving psychotherapy, experiencing peer support and mental health activism, and achieving recovery. These findings can impact clinical practice, research, and the whole society. We hope that this co-designed, co-conducted and co-written journey can help us maintain our commitment to protecting adolescents' fragile mental health, and can help them develop into a healthy, fulfilling and contributing adult life.
PMCID:11083893
PMID: 38727047
ISSN: 1723-8617
CID: 5734042
Practitioner Review: Clinical utility of the QbTest for the assessment and diagnosis of attention-deficit/hyperactivity disorder - a systematic review and meta-analysis
Bellato, Alessio; Hall, Charlotte L; Groom, Madeleine J; Simonoff, Emily; Thapar, Anita; Hollis, Chris; Cortese, Samuele
BACKGROUND:Several computerised cognitive tests (e.g. continuous performance test) have been developed to support the clinical assessment of attention-deficit/hyperactivity disorder (ADHD). Here, we appraised the evidence-base underpinning the use of one of these tests - the QbTest - in clinical practice, by conducting a systematic review and meta-analysis investigating its accuracy and clinical utility. METHODS:Based on a preregistered protocol (CRD42022377671), we searched PubMed, Medline, Ovid Embase, APA PsycINFO and Web of Science on 15th August 2022, with no language/type of document restrictions. We included studies reporting accuracy measures (e.g. sensitivity, specificity, or Area under the Receiver Operating Characteristics Curve, AUC) for QbTest in discriminating between people with and without DSM/ICD ADHD diagnosis. Risk of bias was assessed with the Quality Assessment of Diagnostic Accuracy Studies tool (QUADAS-2). A generic inverse variance meta-analysis was conducted on AUC scores. Pooled sensitivity and specificity were calculated using a random-effects bivariate model in R. RESULTS:We included 15 studies (2,058 participants; 48.6% with ADHD). QbTest Total scores showed acceptable, rather than good, sensitivity (0.78 [95% confidence interval: 0.69; 0.85]) and specificity (0.70 [0.57; 0.81]), while subscales showed low-to-moderate sensitivity (ranging from 0.48 [0.35; 0.61] to 0.65 [0.52; 0.75]) and moderate-to-good specificity (from 0.65 [0.48; 0.78] to 0.83 [0.60; 0.94]). Pooled AUC scores suggested moderate-to-acceptable discriminative ability (Q-Total: 0.72 [0.57; 0.87]; Q-Activity: 0.67 [0.58; 0.77); Q-Inattention: 0.66 [0.59; 0.72]; Q-Impulsivity: 0.59 [0.53; 0.64]). CONCLUSIONS:When used on their own, QbTest scores available to clinicians are not sufficiently accurate in discriminating between ADHD and non-ADHD clinical cases. Therefore, the QbTest should not be used as stand-alone screening or diagnostic tool, or as a triage system for accepting individuals on the waiting-list for clinical services. However, when used as an adjunct to support a full clinical assessment, QbTest can produce efficiencies in the assessment pathway and reduce the time to diagnosis.
PMID: 37800347
ISSN: 1469-7610
CID: 5655412
The Risk for Readmission to Juvenile Detention: The Role of Trauma Exposure and Trauma-related Mental Health Disorders
Baetz, Carly Lyn; Surko, Michael; Bart, Amanda; Guo, Fei; Alexander, Ava; Camarano, Valerie; Daniels, Dawn; Havens, Jennifer; Horwitz, Sarah McCue
The purpose of this study was to examine the impact of childhood trauma exposure, posttraumatic stress disorder, and trauma-related comorbid diagnoses on the risk for readmission to juvenile detention among youth in a large metropolitan area (N = 1282). The following research questions were addressed: 1) Does a greater number of childhood traumas increase the risk for readmission to detention following release? 2) Does the risk for readmission differ by type of trauma? 3) Do PTSD and other co-morbid diagnoses increase the risk for readmission? and 4) What role do demographic factors play in the relationship between trauma-related variables and risk for readmission? This study utilized the screening results of 1282 youth who were voluntarily screened for PTSD, depressive symptoms and substance use during their initial intake to detention. More than half of the sample was readmitted during the three-year study period, with readmissions most likely to occur within one year of release. Returning to detention within one year was also associated with increased risk for multiple readmissions. Youth readmitted to detention were more likely to have a history of sexual abuse and problematic substance use. No other significant relationships were found between risk for readmission and trauma-related variables. Although trauma-related symptoms may be crucial targets for treatment, focusing solely on trauma exposure and traumatic stress symptoms without considering the impact of other risk factors may not be enough to decrease the likelihood of readmission for youth of color in a large urban environment.
PMCID:11199455
PMID: 38938971
ISSN: 1936-1521
CID: 5733462
The management of sleep disturbances in children with attention-deficit/hyperactivity disorder (ADHD): an update of the literature
Cortese, Samuele; Fusetto Veronesi, Guilherme; Gabellone, Alessandra; Margari, Anna; Marzulli, Lucia; Matera, Emilia; Petruzelli, Maria Giuseppina; Piarulli, Francesco Maria; Tarantino, Fabio; Bellato, Alessio; Parlatini, Valeria; Rietz, Ebba Du; Larsson, Henrik; Hornsey, Samantha; Hill, Cathy; Margari, Lucia
INTRODUCTION/UNASSIGNED:Sleep disorders represent an important comorbidity in individuals with ADHD. While the links between ADHD and sleep disturbances have been extensively investigated, research on the management of sleep disorders in individuals with ADHD is relatively limited, albeit expanding. AREAS COVERED/UNASSIGNED:The authors searched PubMed, Medline, PsycInfo, Embase+Embase Classic, Web of Sciences databases, and clinicaltrials.gov up to 4 January 2024, for randomized controlled trials (RCTs) of any intervention for sleep disorders associated with ADHD. They retained 16 RCTs (eight on pharmacological and eight on non-pharmacological interventions), supporting behavioral intervention and melatonin, and nine ongoing RCTs registered on clinicaltrials.gov. EXPERT OPINION/UNASSIGNED:The pool of RCTs testing interventions for sleep disorders in individuals with ADHD is expanding. However, to inform clinical guidelines, there is a need for additional research in several areas, including 1) RCTs based on a precise phenotyping of sleep disorders; 2) pragmatic RCTs recruiting neurodevelopmental populations representative of those seen in clinical services; 3) trials testing alternative interventions (e.g. suvorexant or light therapy) or ways to deliver them (e.g. online); 4) sequential and longer-term RCTs; 5) studies testing the impact of sleep interventions on outcomes other than sleep; 6) and implementation of advanced evidence synthesis and precision medicine approaches.
PMID: 38738544
ISSN: 1744-8360
CID: 5654072