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The Integration of Clinical Decision Support Systems Into Pediatric Subspecialty Care

Urban, Tamaki Hosoda; Counts, Nathaniel; Lois, Becky Hashim; Risser, Heather Jill
Objective: This review aims to provide a brief introduction of clinical decision support systems (CDSSs) and discuss the role of psychology for the integration of CDSSs for child mental health into pediatric subspecialty care. Methods: A review of literature regarding CDSSs used for physical and mental health services was conducted to lay the foundation for our recommendations. Results: Children with chronic physical illness are twice as likely to suffer from mental illness as compared to healthy controls. These mental health problems are often discovered in pediatric subspecialty care. Yet their mental health needs are often unaddressed when the sections of pediatric subspecialty care and mental health are not well coordinated. CDSSs could help subspecialty providers with evidence-based decision-making regarding mental health screening and referrals. That is, CDSSs could enhance the access to most effective mental health treatment for children. However, the implementation of CDSSs in pediatric subspecialty care is very limited. Conclusions: Psychologists could assist subspecialty providers with advocating CDSSs to administrative and information technology staff, as well as build, customize, evaluate, and update CDSSs.
SCOPUS:85134372590
ISSN: 2169-4826
CID: 5316632

Greater male than female variability in regional brain structure across the lifespan

Wierenga, Lara M; Doucet, Gaelle E; Dima, Danai; Agartz, Ingrid; Aghajani, Moji; Akudjedu, Theophilus N; Albajes-Eizagirre, Anton; Alnaes, Dag; Alpert, Kathryn I; Andreassen, Ole A; Anticevic, Alan; Asherson, Philip; Banaschewski, Tobias; Bargallo, Nuria; Baumeister, Sarah; Baur-Streubel, Ramona; Bertolino, Alessandro; Bonvino, Aurora; Boomsma, Dorret I; Borgwardt, Stefan; Bourque, Josiane; den Braber, Anouk; Brandeis, Daniel; Breier, Alan; Brodaty, Henry; Brouwer, Rachel M; Buitelaar, Jan K; Busatto, Geraldo F; Calhoun, Vince D; Canales-Rodríguez, Erick J; Cannon, Dara M; Caseras, Xavier; Castellanos, Francisco X; Chaim-Avancini, Tiffany M; Ching, Christopher Rk; Clark, Vincent P; Conrod, Patricia J; Conzelmann, Annette; Crivello, Fabrice; Davey, Christopher G; Dickie, Erin W; Ehrlich, Stefan; Van't Ent, Dennis; Fisher, Simon E; Fouche, Jean-Paul; Franke, Barbara; Fuentes-Claramonte, Paola; de Geus, Eco Jc; Di Giorgio, Annabella; Glahn, David C; Gotlib, Ian H; Grabe, Hans J; Gruber, Oliver; Gruner, Patricia; Gur, Raquel E; Gur, Ruben C; Gurholt, Tiril P; de Haan, Lieuwe; Haatveit, Beathe; Harrison, Ben J; Hartman, Catharina A; Hatton, Sean N; Heslenfeld, Dirk J; van den Heuvel, Odile A; Hickie, Ian B; Hoekstra, Pieter J; Hohmann, Sarah; Holmes, Avram J; Hoogman, Martine; Hosten, Norbert; Howells, Fleur M; Hulshoff Pol, Hilleke E; Huyser, Chaim; Jahanshad, Neda; James, Anthony C; Jiang, Jiyang; Jönsson, Erik G; Joska, John A; Kalnin, Andrew J; Klein, Marieke; Koenders, Laura; KolskÃ¥r, Knut K; Krämer, Bernd; Kuntsi, Jonna; Lagopoulos, Jim; Lazaro, Luisa; Lebedeva, Irina S; Lee, Phil H; Lochner, Christine; Machielsen, Marise Wj; Maingault, Sophie; Martin, Nicholas G; Martínez-Zalacaín, Ignacio; Mataix-Cols, David; Mazoyer, Bernard; McDonald, Brenna C; McDonald, Colm; McIntosh, Andrew M; McMahon, Katie L; McPhilemy, Genevieve; van der Meer, Dennis; Menchón, José M; Naaijen, Jilly; Nyberg, Lars; Oosterlaan, Jaap; Paloyelis, Yannis; Pauli, Paul; Pergola, Giulio; Pomarol-Clotet, Edith; Portella, Maria J; Radua, Joaquim; Reif, Andreas; Richard, Geneviève; Roffman, Joshua L; Rosa, Pedro Gp; Sacchet, Matthew D; Sachdev, Perminder S; Salvador, Raymond; Sarró, Salvador; Satterthwaite, Theodore D; Saykin, Andrew J; Serpa, Mauricio H; Sim, Kang; Simmons, Andrew; Smoller, Jordan W; Sommer, Iris E; Soriano-Mas, Carles; Stein, Dan J; Strike, Lachlan T; Szeszko, Philip R; Temmingh, Henk S; Thomopoulos, Sophia I; Tomyshev, Alexander S; Trollor, Julian N; Uhlmann, Anne; Veer, Ilya M; Veltman, Dick J; Voineskos, Aristotle; Völzke, Henry; Walter, Henrik; Wang, Lei; Wang, Yang; Weber, Bernd; Wen, Wei; West, John D; Westlye, Lars T; Whalley, Heather C; Williams, Steven Cr; Wittfeld, Katharina; Wolf, Daniel H; Wright, Margaret J; Yoncheva, Yuliya N; Zanetti, Marcus V; Ziegler, Georg C; de Zubicaray, Greig I; Thompson, Paul M; Crone, Eveline A; Frangou, Sophia; Tamnes, Christian K
For many traits, males show greater variability than females, with possible implications for understanding sex differences in health and disease. Here, the ENIGMA (Enhancing Neuro Imaging Genetics through Meta-Analysis) Consortium presents the largest-ever mega-analysis of sex differences in variability of brain structure, based on international data spanning nine decades of life. Subcortical volumes, cortical surface area and cortical thickness were assessed in MRI data of 16,683 healthy individuals 1-90 years old (47% females). We observed significant patterns of greater male than female between-subject variance for all subcortical volumetric measures, all cortical surface area measures, and 60% of cortical thickness measures. This pattern was stable across the lifespan for 50% of the subcortical structures, 70% of the regional area measures, and nearly all regions for thickness. Our findings that these sex differences are present in childhood implicate early life genetic or gene-environment interaction mechanisms. The findings highlight the importance of individual differences within the sexes, that may underpin sex-specific vulnerability to disorders.
PMID: 33044802
ISSN: 1097-0193
CID: 4632482

Mega-analysis methods in ENIGMA: The experience of the generalized anxiety disorder working group

Zugman, André; Harrewijn, Anita; Cardinale, Elise M; Zwiebel, Hannah; Freitag, Gabrielle F; Werwath, Katy E; Bas-Hoogendam, Janna M; Groenewold, Nynke A; Aghajani, Moji; Hilbert, Kevin; Cardoner, Narcis; Porta-Casteràs, Daniel; Gosnell, Savannah; Salas, Ramiro; Blair, Karina S; Blair, James R; Hammoud, Mira Z; Milad, Mohammed; Burkhouse, Katie; Phan, K Luan; Schroeder, Heidi K; Strawn, Jeffrey R; Beesdo-Baum, Katja; Thomopoulos, Sophia I; Grabe, Hans J; Van der Auwera, Sandra; Wittfeld, Katharina; Nielsen, Jared A; Buckner, Randy; Smoller, Jordan W; Mwangi, Benson; Soares, Jair C; Wu, Mon-Ju; Zunta-Soares, Giovana B; Jackowski, Andrea P; Pan, Pedro M; Salum, Giovanni A; Assaf, Michal; Diefenbach, Gretchen J; Brambilla, Paolo; Maggioni, Eleonora; Hofmann, David; Straube, Thomas; Andreescu, Carmen; Berta, Rachel; Tamburo, Erica; Price, Rebecca; Manfro, Gisele G; Critchley, Hugo D; Makovac, Elena; Mancini, Matteo; Meeten, Frances; Ottaviani, Cristina; Agosta, Federica; Canu, Elisa; Cividini, Camilla; Filippi, Massimo; Kostić, Milutin; Munjiza, Ana; Filippi, Courtney A; Leibenluft, Ellen; Alberton, Bianca A V; Balderston, Nicholas L; Ernst, Monique; Grillon, Christian; Mujica-Parodi, Lilianne R; van Nieuwenhuizen, Helena; Fonzo, Gregory A; Paulus, Martin P; Stein, Murray B; Gur, Raquel E; Gur, Ruben C; Kaczkurkin, Antonia N; Larsen, Bart; Satterthwaite, Theodore D; Harper, Jennifer; Myers, Michael; Perino, Michael T; Yu, Qiongru; Sylvester, Chad M; Veltman, Dick J; Lueken, Ulrike; Van der Wee, Nic J A; Stein, Dan J; Jahanshad, Neda; Thompson, Paul M; Pine, Daniel S; Winkler, Anderson M
The ENIGMA group on Generalized Anxiety Disorder (ENIGMA-Anxiety/GAD) is part of a broader effort to investigate anxiety disorders using imaging and genetic data across multiple sites worldwide. The group is actively conducting a mega-analysis of a large number of brain structural scans. In this process, the group was confronted with many methodological challenges related to study planning and implementation, between-country transfer of subject-level data, quality control of a considerable amount of imaging data, and choices related to statistical methods and efficient use of resources. This report summarizes the background information and rationale for the various methodological decisions, as well as the approach taken to implement them. The goal is to document the approach and help guide other research groups working with large brain imaging data sets as they develop their own analytic pipelines for mega-analyses.
PMCID:8675407
PMID: 32596977
ISSN: 1097-0193
CID: 5364742

Coronavirus outbreak from early career psychiatrists' viewpoint: What we have learned so far

de Filippis, Renato; Soler-Vidal, Joan; Pereira-Sanchez, Victor; Ojeahere, Margaret Isioma; Morimoto, Kana; Chang, Alice; Schuh Teixeira, Andre Luiz; Spadini, Alex Vicente
PURPOSE/OBJECTIVE:Since the World Health Organization declared the coronavirus outbreak a global pandemic several million cases and more than three million deaths have been already confirmed worldwide due to COVID-19. DESIGN AND METHODS/METHODS:Early Career Psychiatrists from all over the world present an overview of what happened in their own countries and what they have learned so far by this experience in everyday clinical practice. PRACTICE IMPLICATION/CONCLUSIONS:We tried to take a real time picture of this unexpected situation, drawing useful hints for now and the future.
PMID: 34061999
ISSN: 1744-6163
CID: 4891232

Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years

Frangou, Sophia; Modabbernia, Amirhossein; Williams, Steven C R; Papachristou, Efstathios; Doucet, Gaelle E; Agartz, Ingrid; Aghajani, Moji; Akudjedu, Theophilus N; Albajes-Eizagirre, Anton; Alnaes, Dag; Alpert, Kathryn I; Andersson, Micael; Andreasen, Nancy C; Andreassen, Ole A; Asherson, Philip; Banaschewski, Tobias; Bargallo, Nuria; Baumeister, Sarah; Baur-Streubel, Ramona; Bertolino, Alessandro; Bonvino, Aurora; Boomsma, Dorret I; Borgwardt, Stefan; Bourque, Josiane; Brandeis, Daniel; Breier, Alan; Brodaty, Henry; Brouwer, Rachel M; Buitelaar, Jan K; Busatto, Geraldo F; Buckner, Randy L; Calhoun, Vincent; Canales-Rodríguez, Erick J; Cannon, Dara M; Caseras, Xavier; Castellanos, Francisco X; Cervenka, Simon; Chaim-Avancini, Tiffany M; Ching, Christopher R K; Chubar, Victoria; Clark, Vincent P; Conrod, Patricia; Conzelmann, Annette; Crespo-Facorro, Benedicto; Crivello, Fabrice; Crone, Eveline A; Dale, Anders M; Davey, Christopher; de Geus, Eco J C; de Haan, Lieuwe; de Zubicaray, Greig I; den Braber, Anouk; Dickie, Erin W; Di Giorgio, Annabella; Doan, Nhat Trung; Dørum, Erlend S; Ehrlich, Stefan; Erk, Susanne; Espeseth, Thomas; Fatouros-Bergman, Helena; Fisher, Simon E; Fouche, Jean-Paul; Franke, Barbara; Frodl, Thomas; Fuentes-Claramonte, Paola; Glahn, David C; Gotlib, Ian H; Grabe, Hans-Jörgen; Grimm, Oliver; Groenewold, Nynke A; Grotegerd, Dominik; Gruber, Oliver; Gruner, Patricia; Gur, Rachel E; Gur, Ruben C; Harrison, Ben J; Hartman, Catharine A; Hatton, Sean N; Heinz, Andreas; Heslenfeld, Dirk J; Hibar, Derrek P; Hickie, Ian B; Ho, Beng-Choon; Hoekstra, Pieter J; Hohmann, Sarah; Holmes, Avram J; Hoogman, Martine; Hosten, Norbert; Howells, Fleur M; Hulshoff Pol, Hilleke E; Huyser, Chaim; Jahanshad, Neda; James, Anthony; Jernigan, Terry L; Jiang, Jiyang; Jönsson, Erik G; Joska, John A; Kahn, Rene; Kalnin, Andrew; Kanai, Ryota; Klein, Marieke; Klyushnik, Tatyana P; Koenders, Laura; Koops, Sanne; Krämer, Bernd; Kuntsi, Jonna; Lagopoulos, Jim; Lázaro, Luisa; Lebedeva, Irina; Lee, Won Hee; Lesch, Klaus-Peter; Lochner, Christine; Machielsen, Marise W J; Maingault, Sophie; Martin, Nicholas G; Martínez-Zalacaín, Ignacio; Mataix-Cols, David; Mazoyer, Bernard; McDonald, Colm; McDonald, Brenna C; McIntosh, Andrew M; McMahon, Katie L; McPhilemy, Genevieve; Menchón, José M; Medland, Sarah E; Meyer-Lindenberg, Andreas; Naaijen, Jilly; Najt, Pablo; Nakao, Tomohiro; Nordvik, Jan E; Nyberg, Lars; Oosterlaan, Jaap; de la Foz, Víctor Ortiz-García; Paloyelis, Yannis; Pauli, Paul; Pergola, Giulio; Pomarol-Clotet, Edith; Portella, Maria J; Potkin, Steven G; Radua, Joaquim; Reif, Andreas; Rinker, Daniel A; Roffman, Joshua L; Rosa, Pedro G P; Sacchet, Matthew D; Sachdev, Perminder S; Salvador, Raymond; Sánchez-Juan, Pascual; Sarró, Salvador; Satterthwaite, Theodore D; Saykin, Andrew J; Serpa, Mauricio H; Schmaal, Lianne; Schnell, Knut; Schumann, Gunter; Sim, Kang; Smoller, Jordan W; Sommer, Iris; Soriano-Mas, Carles; Stein, Dan J; Strike, Lachlan T; Swagerman, Suzanne C; Tamnes, Christian K; Temmingh, Henk S; Thomopoulos, Sophia I; Tomyshev, Alexander S; Tordesillas-Gutiérrez, Diana; Trollor, Julian N; Turner, Jessica A; Uhlmann, Anne; van den Heuvel, Odile A; van den Meer, Dennis; van der Wee, Nic J A; van Haren, Neeltje E M; van 't Ent, Dennis; van Erp, Theo G M; Veer, Ilya M; Veltman, Dick J; Voineskos, Aristotle; Völzke, Henry; Walter, Henrik; Walton, Esther; Wang, Lei; Wang, Yang; Wassink, Thomas H; Weber, Bernd; Wen, Wei; West, John D; Westlye, Lars T; Whalley, Heather; Wierenga, Lara M; Wittfeld, Katharina; Wolf, Daniel H; Worker, Amanda; Wright, Margaret J; Yang, Kun; Yoncheva, Yulyia; Zanetti, Marcus V; Ziegler, Georg C; Thompson, Paul M; Dima, Danai
Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.
PMID: 33595143
ISSN: 1097-0193
CID: 4799902

Placebo and nocebo responses in randomised, controlled trials of medications for ADHD: a systematic review and meta-analysis

Faraone, Stephen V; Newcorn, Jeffrey H; Cipriani, Andrea; Brandeis, Daniel; Kaiser, Anna; Hohmann, Sarah; Haege, Alexander; Cortese, Samuele
The nature and magnitude of placebo and nocebo responses to ADHD medications and the extent to which response to active medications and placebo are inter-correlated is unclear. To assess the magnitude of placebo and nocebo responses to ADHD and their association with active treatment response. We searched literature until June 26, 2019, for published/unpublished double-blind, randomised placebo-controlled trials (RCTs) of ADHD medication. Authors were contacted for additional data. We assessed placebo effects on efficacy and nocebo effects on tolerability using random effects meta-analysis. We assessed the association of study design and patient features with placebo/nocebo response. We analysed 128 RCTs (10,578 children/adolescents and 9175 adults) and found significant and heterogenous placebo effects for all efficacy outcomes, with no publication bias. The placebo effect was greatest for clinician compared with other raters. We found nocebo effects on tolerability outcomes. Efficacy outcomes from most raters showed significant positive correlations between the baseline to endpoint placebo effects and the baseline to endpoint drug effects. Placebo and nocebo effects did not differ among drugs. Baseline severity and type of rating scale influenced the findings. Shared non-specific factors influence response to both placebo and active medication. Although ADHD medications are superior to placebo, and placebo treatment in clinical practice is not feasible, clinicians should attempt to incorporate factors associated with placebo effects into clinical care. Future studies should explore how such effects influence response to medication treatment. Upon publication, data will be available in Mendeley Data: PROSPERO (CRD42019130292).
PMID: 33972692
ISSN: 1476-5578
CID: 4867262

Effects of the Parental Friendship Coaching Intervention on Parental Emotion Socialization of Children with ADHD

Smit, Sophie; Mikami, Amori Yee; Normand, Sébastien
Parental emotion-related socialization behaviors shape children's socioemotional functioning and appear important for children with attention-deficit/hyperactivity disorder (ADHD). The Parental Friendship Coaching (PFC) intervention teaches parents to coach their children with ADHD in friendship skills, which includes managing emotions. We examined whether PFC, relative to psychoeducation and social support (Coping with ADHD through Relationships and Education; CARE), improved parental emotion-related socialization behaviors, child affect with a friend, and child social behaviors related to emotional difficulties. Participants were 172 families of children with ADHD (ages 6-11, 30% female), randomized to PFC or CARE. At baseline, children and their real-life friends interacted and their affect was coded. Parents coached their child in friendship skills before and after the child-friend interaction, and parents' praise, warmth, criticism, and discussion of emotion-related friendship strategies were coded. Parents and teachers reported children's withdrawn/depressed and aggressive behaviors. Results suggested that PFC (relative to CARE) led to parents providing more emotion strategies and praise at post-treatment and follow-up, and more warmth at follow-up, and to children showing less withdrawn/depressed behavior at follow-up. For bidirectional relationships from baseline to post-treatment, more parental warmth was associated with less child withdrawn/depressed behavior, and more parental criticism with more child aggression. More child withdrawn/depressed behavior and positive affect at post-treatment were associated with more parental criticism at follow-up. After corrections for multiple comparisons, only PFC effects on praise and emotion strategies at post-treatment, and praise and withdrawn/depressed behavior at follow-up, maintained. Implications are discussed for supporting socioemotional functioning in children with ADHD.
PMID: 34037888
ISSN: 2730-7174
CID: 4887912

Primary CNS Lymphoma and Secondary Causes of Mania: A Case Report and Literature Review [Case Report]

Wang, Chris; Fipps, David C
PMID: 34565169
ISSN: 1545-7222
CID: 5345052

Following up internet-delivered cognitive behaviour therapy (CBT): A longitudinal qualitative investigation of clients' usage of CBT skills

Eilert, Nora; Timulak, Ladislav; Duffy, Daniel; Earley, Caroline; Enrique, Angel; Kennedy, Polly; McCormack, Clare; Palacios, Jorge; Wogan, Rebecca; Richards, Derek
BACKGROUND:While the acquisition and application of Cognitive Behaviour Therapy (CBT) skills is a core component and likely mechanism of effect maintenance in all CBT-based treatments, the extent of post-therapeutic CBT skills usage among internet-delivered CBT (iCBT) clients remains under-researched. METHOD/METHODS:Nested within a pragmatic randomized controlled trial, 241 participants received an 8-week supported iCBT intervention for anxiety and/or depression and answered open-ended questions about their use and experience of CBT skills at 3-, 6-, 9-, and 12-month follow-up. Recurrent, cross-sectional qualitative analysis following the descriptive and interpretive approach was used to create a taxonomy, through which all qualitative data was coded. RESULTS:In total, 479 qualitative responses across 181 participants were analysed. Participants reported using a wide range of CBT skills and associated helpful and hindering experiences and impacts. The reasons for discontinued CBT skills usage were diverse, ranging from rare adverse effects to healthy adaptation. CONCLUSION/CONCLUSIONS:The study shows how clients receiving iCBT in routine care learn CBT skills during treatment and utilize them in productive ways post-treatment. Findings coincide with similar research in face-to-face CBT and may inform future research to drive innovation and iCBT intervention development.
PMID: 34048613
ISSN: 1099-0879
CID: 5262522

Consortium neuroscience of attention deficit/hyperactivity disorder and autism spectrum disorder: The ENIGMA adventure

Hoogman, Martine; van Rooij, Daan; Klein, Marieke; Boedhoe, Premika; Ilioska, Iva; Li, Ting; Patel, Yash; Postema, Merel C; Zhang-James, Yanli; Anagnostou, Evdokia; Arango, Celso; Auzias, Guillaume; Banaschewski, Tobias; Bau, Claiton H D; Behrmann, Marlene; Bellgrove, Mark A; Brandeis, Daniel; Brem, Silvia; Busatto, Geraldo F; Calderoni, Sara; Calvo, Rosa; Castellanos, Francisco X; Coghill, David; Conzelmann, Annette; Daly, Eileen; Deruelle, Christine; Dinstein, Ilan; Durston, Sarah; Ecker, Christine; Ehrlich, Stefan; Epstein, Jeffery N; Fair, Damien A; Fitzgerald, Jacqueline; Freitag, Christine M; Frodl, Thomas; Gallagher, Louise; Grevet, Eugenio H; Haavik, Jan; Hoekstra, Pieter J; Janssen, Joost; Karkashadze, Georgii; King, Joseph A; Konrad, Kerstin; Kuntsi, Jonna; Lazaro, Luisa; Lerch, Jason P; Lesch, Klaus-Peter; Louza, Mario R; Luna, Beatriz; Mattos, Paulo; McGrath, Jane; Muratori, Filippo; Murphy, Clodagh; Nigg, Joel T; Oberwelland-Weiss, Eileen; O'Gorman Tuura, Ruth L; O'Hearn, Kirsten; Oosterlaan, Jaap; Parellada, Mara; Pauli, Paul; Plessen, Kerstin J; Ramos-Quiroga, J Antoni; Reif, Andreas; Reneman, Liesbeth; Retico, Alessandra; Rosa, Pedro G P; Rubia, Katya; Shaw, Philip; Silk, Tim J; Tamm, Leanne; Vilarroya, Oscar; Walitza, Susanne; Jahanshad, Neda; Faraone, Stephen V; Francks, Clyde; van den Heuvel, Odile A; Paus, Tomas; Thompson, Paul M; Buitelaar, Jan K; Franke, Barbara
Neuroimaging has been extensively used to study brain structure and function in individuals with attention deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) over the past decades. Two of the main shortcomings of the neuroimaging literature of these disorders are the small sample sizes employed and the heterogeneity of methods used. In 2013 and 2014, the ENIGMA-ADHD and ENIGMA-ASD working groups were respectively, founded with a common goal to address these limitations. Here, we provide a narrative review of the thus far completed and still ongoing projects of these working groups. Due to an implicitly hierarchical psychiatric diagnostic classification system, the fields of ADHD and ASD have developed largely in isolation, despite the considerable overlap in the occurrence of the disorders. The collaboration between the ENIGMA-ADHD and -ASD working groups seeks to bring the neuroimaging efforts of the two disorders closer together. The outcomes of case-control studies of subcortical and cortical structures showed that subcortical volumes are similarly affected in ASD and ADHD, albeit with small effect sizes. Cortical analyses identified unique differences in each disorder, but also considerable overlap between the two, specifically in cortical thickness. Ongoing work is examining alternative research questions, such as brain laterality, prediction of case-control status, and anatomical heterogeneity. In brief, great strides have been made toward fulfilling the aims of the ENIGMA collaborations, while new ideas and follow-up analyses continue that include more imaging modalities (diffusion MRI and resting-state functional MRI), collaborations with other large databases, and samples with dual diagnoses.
PMID: 32420680
ISSN: 1097-0193
CID: 4446612