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Trends in ASD Pharmacological Research: An Analysis of ClinicalTrials.gov

Cervantes, Paige E.; Conlon, Greta R.; Shalev, Rebecca A.; Castellanos, F. Xavier
Despite decades of research, both understanding and availability of pharmacological interventions for autistic people are limited. We examined characteristics of pharmacological trials on ClinicalTrials.gov (N = 235) to elucidate trends, identify gaps, and suggest future research directions. We observed that trials predominantly sampled school-aged children and adolescents and focused largely on core autism symptoms, neglecting younger children and adults as well as associated symptom domains often identified by stakeholders as treatment priorities. A variety of intervention agents were trialed, with nearly 60% appearing in just one study. Notably, in line with previous research, there was little consistency in outcome measures used, with the majority (58.9%) used in only one trial. Innovation in research strategies is urgently needed; potential directions for such changes are discussed.
SCOPUS:85122512584
ISSN: 2195-7177
CID: 5145062

Adult attention-deficit/hyperactivity disorder among alcohol use disorder inpatients is associated with food addiction and binge eating, but not BMI

El Ayoubi, Hussein; Barrault, Servane; Gateau, Adrien; Cortese, Samuele; Frammery, Julie; Mollat, Elodie; Bonnet-Brilhault, Fréderique; Grall-Bronnec, Marie; Ballon, Nicolas; Brunault, Paul
INTRODUCTION:Attention-deficit/hyperactivity disorder (ADHD) is associated with binge eating (BE), food addiction (FA), and obesity/higher BMI in individuals without alcohol use disorder (AUD). ADHD is highly prevalent in patients with AUD, but it is unknown whether the presence of comorbid AUD might change the nature of the association between ADHD, BE, FA and BMI (food and alcohol may either compete for the same brain neurocircuitry or share vulnerability risk factors). Here, we filled this gap by testing the association between ADHD and FA/BE in adult patients hospitalized for AUD, with the strength of simultaneously assessing childhood and adult ADHD. We also investigated the association between ADHD and BMI, and the other factors associated with BMI (FA/BE, AUD severity). METHODS:We included 149 AUD inpatients between November 2018 and April 2019. We assessed both childhood and adulthood ADHD (Wender Utah Render Scale and Adult ADHD Self-Report Scale), FA (modified Yale Food Addiction Scale 2.0), BE (Binge Eating Scale), and BMI and AUD (clinical assessment). RESULTS:In multivariable analyses adjusted for age, adult ADHD was associated with higher BE scores (p = .048), but not significant BE (9% vs. 7%; p = .70). ADHD was also associated with FA diagnosis and the number or FA symptoms, with larger effect size for adult (ORs: 9.45[95%CI: 2.82-31.74] and 1.38[1.13-1.69], respectively) than childhood ADHD (ORs: 4.45[1.37-14.46] and 1.40[1.13-1.75], respectively). In multivariable analysis, BMI was associated with both significant BE (p < .001) and FA diagnosis (p = .014), but not adult ADHD nor AUD severity. CONCLUSION:In patients hospitalized for AUD, self-reported adult ADHD was associated with FA and BE, but not BMI. Our results set the groundwork for longitudinal research on the link between ADHD, FA, BE, and BMI in AUD inpatients.
PMID: 34455024
ISSN: 1095-8304
CID: 5106632

Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3-90 years

Dima, Danai; Modabbernia, Amirhossein; 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; Williams, Steven C R; Wittfeld, Katharina; Wolf, Daniel H; Worker, Amanda; Wright, Margaret J; Yang, Kun; Yoncheva, Yulyia; Zanetti, Marcus V; Ziegler, Georg C; Thompson, Paul M; Frangou, Sophia
Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3-90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns.
PMID: 33570244
ISSN: 1097-0193
CID: 4799802

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

Editors' Best of 2021 [Editorial]

Novins, Douglas K; Althoff, Robert R; Cortese, Samuele; Drury, Stacy S; Frazier, Jean A; Henderson, Schuyler W; McCauley, Elizabeth; Njoroge, Wanjikũ F M; White, Tonya
There is, in the content of the Journal, an embarrassment of riches, and picking a "best" seems to demand a certain qualification: is the "best" the most interesting, most surprising, most educational, most important, most provocative, most enjoyable? How to choose? We are hardly unbiased and can admit to a special affection for the ones that we and the authors worked hardest on, hammering version after version into shape. Acknowledging these biases, here are the 2021 articles that we think deserve your attention or at least a second read.
PMID: 34949338
ISSN: 1527-5418
CID: 5470352

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

Economic burden of attention-deficit/hyperactivity disorder among children and adolescents in the United States: a societal perspective

Schein, Jeff; Adler, Lenard A; Childress, Ann; Cloutier, Martin; Gagnon-Sanschagrin, Patrick; Davidson, Mikhaïl; Kinkead, Frédéric; Guerin, Annie; Lefebvre, Patrick
OBJECTIVE/UNASSIGNED:To provide a comprehensive evaluation of the economic burden associated with attention-deficit/hyperactivity disorder (ADHD) among children and adolescents from a US societal perspective. MATERIALS AND METHODS/UNASSIGNED:Direct healthcare costs of children (5-11 years) and adolescents (12-17 years) with ADHD were obtained using claims data from the IBM MarketScan Research Databases (01/01/2017-12/31/2018). Direct non-healthcare and indirect costs were estimated based on literature and government publications. Each cost component was estimated using a prevalence-based approach, with per-patient costs extrapolated to the national level. RESULTS/UNASSIGNED:The total annual societal excess costs associated with ADHD were estimated at $19.4 billion among children ($6,799 per child) and $13.8 billion among adolescents ($8,349 per adolescent). Education costs contributed to approximately half of the total excess costs in both populations ($11.6 billion [59.9%] in children; $6.7 billion [48.8%] in adolescents). Other major contributors to the overall burden were direct healthcare costs ($5.0 billion [25.9%] in children; $4.0 billion [29.0%] in adolescents) and caregiving costs ($2.7 billion [14.1%] in children; $1.6 billion [11.5%] in adolescents). LIMITATIONS/UNASSIGNED:Cost estimates were calculated based on available literature and/or governmental publications due to the absence of a single data source for all costs associated with ADHD. Thus, the quality of cost estimates is limited by the accuracy of available data as well as the study populations and methodologies used by different studies. CONCLUSION/UNASSIGNED:ADHD in children and adolescents is associated with a substantial economic burden that is largely driven by education costs, followed by direct healthcare costs and caregiver costs. Improved intervention strategies and policies may reduce the clinical and economic burden of ADHD in these populations.
PMID: 35068300
ISSN: 1941-837x
CID: 5154282

Editorial: Beyond Red Light, Green Light: Examining the Role of Pharmacogenomics in Evidence-Based Care in Child and Adolescent Psychiatry [Editorial]

Namerow, Lisa B; Ramsey, Laura B; Malik, Salma; Cortese, Samuele; Strawn, Jeffrey R
PMID: 34767918
ISSN: 1527-5418
CID: 5050832

Human-centered design exploration with Kenyan health workers on proposed digital mental health screening and intervention training development: Thematic analysis of user preferences and needs

Kumar, Manasi; Macharia, Paul; Nyongesa, Vincent; Kathono, Joseph; Yator, Obadia; Mwaniga, Shillah; McKay, Mary; Huang, Keng Yen; Shidhaye, Rahul; Njuguna, Simon; Saxena, Shekhar
Background/UNASSIGNED:Health providers' perceived sense of knowledge, competency, and self-efficacy to support the needs of their patients contributes to optimal patient health outcomes. With regards to mental health service delivery in Kenya, this area needs further exploration. Guided by the e-health technology acceptance mode, the needs and preferences of health care providers around mental health training for clinical management and their ability to intervene in peripartum adolescent mental health care are explored. We probed how well-equipped service providers are, their engagement with technology to learn and offer services. The health care provider's technology use preferences were also explored. Method/UNASSIGNED:Guided by a human-centered design-focused qualitative inquiry we interviewed 20 specialists around their needs, perspectives, and preferences for digitized mental health screening and intervention. Mean age was 44.2 years, (range of 32-58 years), 25% (5) males and 75% (15) females. After a written consenting process, the online interviews (30-45 min) were conducted in April 2021, once personal information was de-identified interviews were transcribed and coded. Thematic analysis was used and we combined rapid appraisal of Google Jamboard online storyboards to do individual human-centered design personas alongside. Results/UNASSIGNED:Our participants were well-exposed to digital technologies. Prohibitive costs of data bundles, lack of funds for consistent online engagement, high workload, and instability of access to appropriate gadgets were found to be barriers to e-health training. Emerging opportunities were well-identified adolescent mental health service and intervention needs, willingness to take online courses offered on learning platforms, and wish for these to be disseminated through diverse social media. Other recommendations were the need to have a user-friendly interface such as data-light engaging and practical materials including animations, short, group-based learning. Conclusion/UNASSIGNED:Understanding contextual factors that influence perceived usefulness and ease of use of the remote/digital components would be critical for e-training development and its uptake.
PMCID:9014722
PMID: 35444811
ISSN: 2055-2076
CID: 5218392

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