Samuel W. Hawes , Andrew K. Littlefield , Daniel A. Lopez , Kenneth J. Sher , Erin L. Thompson , Raul Gonzalez , Laika Aguinaldo , Ashley R. Adams , Mohammadreza Bayat , Amy L. Byrd , Luis FS Castro-de-Araujo , Anthony Dick , Steven F. Heeringa , Christine M. Kaiver , Sarah M. Lehman , Lin Li , Janosch Linkersdörfer , Thomas J. Maullin-Sapey , Michael C. Neale , Thomas E. Nichols , Wesley K. Thompson
{"title":"Longitudinal analysis of the ABCD® study","authors":"Samuel W. Hawes , Andrew K. Littlefield , Daniel A. Lopez , Kenneth J. Sher , Erin L. Thompson , Raul Gonzalez , Laika Aguinaldo , Ashley R. Adams , Mohammadreza Bayat , Amy L. Byrd , Luis FS Castro-de-Araujo , Anthony Dick , Steven F. Heeringa , Christine M. Kaiver , Sarah M. Lehman , Lin Li , Janosch Linkersdörfer , Thomas J. Maullin-Sapey , Michael C. Neale , Thomas E. Nichols , Wesley K. Thompson","doi":"10.1016/j.dcn.2025.101518","DOIUrl":"10.1016/j.dcn.2025.101518","url":null,"abstract":"<div><div>The Adolescent Brain Cognitive Development® (ABCD) Study provides a unique opportunity to investigate developmental processes in a large, diverse cohort of youths, aged approximately 9–10 at baseline and assessed annually for 10 years. Given the size and complexity of the ABCD Study, researchers analyzing its data will encounter a myriad of methodological and analytical considerations. This review provides an examination of key concepts and techniques related to longitudinal analyses of the ABCD Study data, including: (1) characterization of the factors associated with variation in developmental trajectories; (2) assessment of how level and timing of exposures may impact subsequent development; (3) quantification of how variation in developmental domains may be associated with outcomes, including mediation models and reciprocal relationships. We emphasize the importance of selecting appropriate statistical models to address these research questions. By presenting the advantages and potential challenges of longitudinal analyses in the ABCD Study, this review seeks to equip researchers with foundational knowledge and tools to make informed decisions as they navigate and effectively analyze and interpret the multi-dimensional longitudinal data currently available.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101518"},"PeriodicalIF":4.6,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143474956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Victoria Guazzelli Williamson , Marjolein E.A. Barendse , Samantha J. Chavez , John C. Flournoy , Theresa W. Cheng , Danielle Cosme , Michelle L. Byrne , Nicholas B. Allen , Jennifer H. Pfeifer
{"title":"A longitudinal neuroimaging study of adolescent girls’ mentalizing and perspective-taking tendencies","authors":"Victoria Guazzelli Williamson , Marjolein E.A. Barendse , Samantha J. Chavez , John C. Flournoy , Theresa W. Cheng , Danielle Cosme , Michelle L. Byrne , Nicholas B. Allen , Jennifer H. Pfeifer","doi":"10.1016/j.dcn.2025.101526","DOIUrl":"10.1016/j.dcn.2025.101526","url":null,"abstract":"<div><div>Research in developmental psychology suggests that self-concept formation and mentalizing capacities, along with their neural foundations, show significant developmental change during adolescence. Perspective-taking tendencies are also believed to increase in adolescence, supporting the refinement of prosocial behavior and the demands of increasingly complex social relationships. To explore the development of, and relationship between, these processes in adolescence, early adolescent girls (N = 172) completed a measure of perspective-taking tendencies and a self-evaluation fMRI task at two waves, approximately 18 months apart (mean ages = 11.62 and 13.20, respectively). In line with our hypothesis, perspective-taking tendencies were positively associated with age. Greater perspective-taking tendencies were also associated with a more prosocial, and less antisocial, self-concept. In addition, dmPFC activity increased with age, but this did not survive correction for multiple comparisons across all mentalizing regions. Post hoc analyses also showed that an increase in perspective-taking tendencies across waves was significantly associated with activity in parts of the precuneus at wave 2. Finally, while we did not observe cross-variable coupling, our Bivariate Latent Change Score model showed that lower perspective-taking tendencies at wave 1 were associated with greater latent change in this variable (and the same was true for mean activity in mentalizing brain regions).</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101526"},"PeriodicalIF":4.6,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143454717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A light in the darkness: Early phases of development and the emergence of cognition","authors":"Elisa Cainelli , Giulia Stramucci , Patrizia Bisiacchi","doi":"10.1016/j.dcn.2025.101527","DOIUrl":"10.1016/j.dcn.2025.101527","url":null,"abstract":"<div><div>During the prenatal period, the major brain development milestones are posed and calibrated through different mechanisms, among which endogenous activity, that prepares the \"system\" to face the external environment. However, the specific nature of the human nervous system, intended for brain plasticity that is varied by brain area and prolonged over time, requires much time for environmental experiences to shape the cerebral circuitries. Therefore, the neonate completely depends on the caregiver, and during the first months of postnatal life, it exhibits a transitory and limited repertoire of behaviors and skills that favors the mother in her new role. This transitory condition will gradually give way to more mature competencies, the milestones of which are posed within 2 years of age. This review takes a new perspective on early development and attempts to trace the remarkable changes from <em>in-utero</em> period to the second year of postnatal life, posing a bridge between the neurobiological substrate and behavioral development. We based our work on the \"normal\" development, pointing out the risks inherent in any development process.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101527"},"PeriodicalIF":4.6,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143379411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gaelle E. Doucet , Callum Goldsmith , Katrina Myers , Danielle L. Rice , Grace Ende , Derek J. Pavelka , Marc Joliot , Vince D. Calhoun , Tony W. Wilson , Lucina Q. Uddin
{"title":"Dev-Atlas: A reference atlas of functional brain networks for typically developing adolescents","authors":"Gaelle E. Doucet , Callum Goldsmith , Katrina Myers , Danielle L. Rice , Grace Ende , Derek J. Pavelka , Marc Joliot , Vince D. Calhoun , Tony W. Wilson , Lucina Q. Uddin","doi":"10.1016/j.dcn.2025.101523","DOIUrl":"10.1016/j.dcn.2025.101523","url":null,"abstract":"<div><div>It is well accepted that the brain is functionally organized into multiple networks and extensive literature has demonstrated that the organization of these networks shows major changes during adolescence. Yet, there is limited option for a reference functional brain atlas derived from typically-developing adolescents, which is problematic as the reliable identification of functional brain networks crucially depends on the use of such reference functional atlases. In this context, we utilized resting-state functional MRI data from 1391 typically-developing youth aged 8–17 years to create an adolescent-specific reference atlas of functional brain networks. We further investigated the impact of age and sex on these networks. Using a multiscale individual component clustering algorithm, we identified 24 reliable functional brain networks, classified within six domains: Default-Mode (5 networks), Control (4 networks), Salience (3 networks), Attention (4 networks), Somatomotor (5 networks), and Visual (3 networks). We identified reliable and large effects of age on the spatial topography of these majority of networks, as well as on the functional network connectivity. Sex effects were not as widespread. We created a novel brain atlas, named Dev-Atlas, focused on a typically-developing sample, with the hope that this atlas can be used in future developmental neuroscience studies.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101523"},"PeriodicalIF":4.6,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143387621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cassondra M. Eng , Leslie A. Patton , Martha Ann Bell
{"title":"Infant attention and frontal EEG neuromarkers of childhood ADHD","authors":"Cassondra M. Eng , Leslie A. Patton , Martha Ann Bell","doi":"10.1016/j.dcn.2025.101524","DOIUrl":"10.1016/j.dcn.2025.101524","url":null,"abstract":"<div><div>Numerous electroencephalogram (EEG) studies have sought to elucidate the neural mechanisms of attention deficit hyperactivity disorder (ADHD), with most of the existing literature focused on children, adolescents, and adults. In this retrospective study, measures of frontal EEG power and behavioral attention of 40 5-month-old infants later diagnosed with ADHD in childhood were compared to 40 systematically matched-control infants. Compared to the control group, infants in the ADHD group exhibited longer looking fixations during an attention task. Frontal EEG power in the 6–9 Hz infant alpha band was lower in the ADHD group compared to the control group. Mean frontal EEG power was associated with visual fixations, underscoring specific attention behavior corresponding to frontal brain development in infancy. Infants later diagnosed with ADHD exhibited higher attention problems in childhood at ages 4 and 9 compared to the control group, and longer looking fixations in infancy were associated with higher childhood ADHD-related symptomatology. These findings suggest that decreased infant frontal EEG power and looking fixations as early as 5-months of age may serve as important early markers of later ADHD and can aid in building a more comprehensive model of ADHD from a developmental neuroscience approach.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101524"},"PeriodicalIF":4.6,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143444533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Common and unique network basis for externally and internally driven flexibility in cognition: From a developmental perspective","authors":"Ziyi Huang , Dazhi Yin","doi":"10.1016/j.dcn.2025.101528","DOIUrl":"10.1016/j.dcn.2025.101528","url":null,"abstract":"<div><div>Flexibility is a hallmark of cognitive control and can be driven externally and internally, corresponding to reactive and spontaneous flexibility. However, the convergence and divergence between these two types of flexibility and their underlying neural basis during development remain largely unknown. In this study, we aimed to determine the common and unique networks for reactive and spontaneous flexibility as a function of age and sex, leveraging both cross-sectional and longitudinal resting-state functional magnetic resonance imaging datasets with different temporal resolutions (N = 249, 6–35 years old). Functional connectivity strength and nodal flexibility, derived from static and dynamic frameworks respectively, were utilized. We found similar quadratic effects of age on reactive and spontaneous flexibility, which were mediated by the functional connectivity strength and nodal flexibility of the frontoparietal network. Divergence was observed, with the nodal flexibility of the ventral attention network at the baseline visit uniquely predicting the increase in reactive flexibility 24–30 months later, while the nodal flexibility or functional connectivity strength of the dorsal attention network could specifically predict the increase in spontaneous flexibility. Sex differences were found in tasks measuring reactive and spontaneous flexibility simultaneously, which were moderated by the nodal flexibility of the dorsal attention network. This study advances our understanding of distinct types of flexibility in cognition and their underlying mechanisms throughout developmental stages. Our findings also suggest the importance of studying specific types of cognitive flexibility abnormalities in developmental neuropsychiatric disorders.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101528"},"PeriodicalIF":4.6,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143372479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xianzhen Zhou , Foroogh Ghorbani , Veit Roessner , Bernhard Hommel , Astrid Prochnow , Christian Beste
{"title":"Metacontrol instructions lead to adult-like event segmentation in adolescents","authors":"Xianzhen Zhou , Foroogh Ghorbani , Veit Roessner , Bernhard Hommel , Astrid Prochnow , Christian Beste","doi":"10.1016/j.dcn.2025.101521","DOIUrl":"10.1016/j.dcn.2025.101521","url":null,"abstract":"<div><div>Event segmentation, which involves dividing continuous information into meaningful units, changes as children develop into adolescents. Adolescents tend to segment events more coarsely than adults. This study explores whether adolescents could adjust their segmentation style to resemble that of adults when provided with explicit metacontrol-related instructions. We compared event segmentation in two adolescent groups and one adult group, while simultaneously recording EEG data. One adolescent group was instructed to perform segmentation as finely as possible, whereas the other adolescent group and adults received no specific instructions on segmentation granularity. EEG data were analyzed using multivariate pattern analysis and source reconstruction. The findings revealed that adolescents given fine-grained instructions adjusted their segmentation probability closer to adult levels, although they did not fully match adults in processing multiple simultaneous changes. Neurophysiological results indicated that adolescents with fine-grained instructions exhibited neural decoding performance more similar to adults. Increased activity in the inferior frontal gyrus in these adolescents compared to adults related to this. The results suggest that adolescents with fine-grained instructions demonstrated more persistent cognitive control and enhanced top-down attention than their peers and adults. The study shows that adolescent cognitive processes can be shifted toward adult-like performance through instructions.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101521"},"PeriodicalIF":4.6,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143076084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lauren Wagner , Melis E Cakar , Megan Banchik , Emily Chiem , Siobhan Sive Glynn , Amy H Than , Shulamite A Green , Mirella Dapretto
{"title":"Beyond motor learning: Insights from infant magnetic resonance imaging on the critical role of the cerebellum in behavioral development","authors":"Lauren Wagner , Melis E Cakar , Megan Banchik , Emily Chiem , Siobhan Sive Glynn , Amy H Than , Shulamite A Green , Mirella Dapretto","doi":"10.1016/j.dcn.2025.101514","DOIUrl":"10.1016/j.dcn.2025.101514","url":null,"abstract":"<div><div>Although the cerebellum is now recognized for its crucial role in non-motor functions such as language, perceptual processes, social communication, and executive function in adults, it is often overlooked in studies of non-motor behavioral development in infancy. Recent magnetic resonance imaging (MRI) research increasingly shows the cerebellum is key to understanding the emergence of complex human behaviors and neurodevelopmental conditions. This review summarizes studies from diverse MRI modalities that link early cerebellar development from birth to age two with emerging non-motor behaviors and psychiatric symptomatology. Our focus centered on both term and preterm infants, excluding studies of perinatal injury and cerebellar pathology. We conclude that the cerebellum is implicated in many non-motor behaviors and implicit learning mechanisms in infancy. The field’s current limitations include inconsistencies in study design, a paucity of gold-standard infant neuroimaging tools, and treatment of the cerebellum as a uniform structure. Moving forward, the cerebellum should be considered a structure of greater interest to the developmental neuroimaging community. Studies should test developmental hypotheses about the behavioral roles of specific cerebro-cerebellar circuits, and theoretical frameworks such as Olson’s “model switch” hypothesis of cerebellar learning. Large-scale, longitudinal, well-powered neuroimaging studies of typical and preterm development will be key.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101514"},"PeriodicalIF":4.6,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143225978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Causation, trait correlation, and translation: Developmental brain imaging in research on neuropsychiatric conditions of childhood","authors":"John N. Constantino , Anna M. Constantino-Pettit","doi":"10.1016/j.dcn.2025.101513","DOIUrl":"10.1016/j.dcn.2025.101513","url":null,"abstract":"<div><div>An irresistible but elusive promise of the field of developmental neuroimaging is to advance mechanistic understanding of neuropsychiatric conditions of childhood, toward translation to higher-impact intervention. In this article we wish to address a diversity of perspectives on that promise, which were expressed in a summarizing forum of the Fetal, Infant, and Toddler Neuroimaging Group (FIT’NG) conference in Santa Rosa, CA in September 2023. We organize our remarks according to three contemporary paradoxes: (1) the contrasting implications of neural correlates of development that reflect causes versus effects (or <em>epiphenomena</em>) of behavioral atypicality; (2) the interpretation of transient deviations in brain development that are associated with enduring developmental traits; and (3) the intensifying pursuit of discovery of neural correlates of behavior in an era of still-limited capacity to manipulate the course of early brain and behavioral development. In the article we leverage examples of recent advances in brain and behavioral science that help reconcile progress, skepticism, and hope as an emerging field matures and attracts new scientists into its ranks.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101513"},"PeriodicalIF":4.6,"publicationDate":"2025-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143152632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lisa Bruckert , Garikoitz Lerma-Usabiaga , Lauren R. Borchers , Virginia A. Marchman , Katherine E. Travis , Heidi M. Feldman
{"title":"The optic radiations and reading development: A longitudinal study of children born term and preterm","authors":"Lisa Bruckert , Garikoitz Lerma-Usabiaga , Lauren R. Borchers , Virginia A. Marchman , Katherine E. Travis , Heidi M. Feldman","doi":"10.1016/j.dcn.2025.101520","DOIUrl":"10.1016/j.dcn.2025.101520","url":null,"abstract":"<div><h3>Purpose</h3><div>To determine if reading development between ages 6 and 8 years related to changes in fractional anisotropy (FA) in the optic radiations (OR), and if these associations were similar in children born full term (FT) and preterm (PT) and in language tracts.</div></div><div><h3>Methods</h3><div>FT (n = 34) and PT (n = 34) children completed the Word Identification subtest of the Woodcock Reading Mastery Test at 6, 7, and 8 years. Diffusion MRI (96-directions, b=2500 sec/mm<sup>2</sup>) was acquired at 6 and 8 years. Probabilistic tractography identified bilateral OR and three left-hemisphere language tracts: inferior longitudinal fasciculus (ILF), superior longitudinal fasciculus (SLF), and arcuate fasciculus (AF). Linear mixed models determined if FA changes in these tracts were associated with reading growth.</div></div><div><h3>Results</h3><div>Rates of reading growth were similar in both groups. For the OR, FA change from 6 to 8 years was negatively associated with reading growth in both groups. A similar pattern was observed in the left ILF but not in the SLF or AF.</div></div><div><h3>Conclusion</h3><div>Individual differences in reading development were associated with FA change of the OR and left ILF in FT and PT children. Negative associations implicate increasing axonal diameter and/or complexity in fiber structure as drivers of faster reading development.</div></div>","PeriodicalId":49083,"journal":{"name":"Developmental Cognitive Neuroscience","volume":"72 ","pages":"Article 101520"},"PeriodicalIF":4.6,"publicationDate":"2025-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143076087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}