Adolescent Brain Cognitive Development (ABCD) Study Data Release 5.1
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United States, Ashburn
NIMH Data Archive

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Adolescent Brain Cognitive Development (ABCD) Study Data Release 5.1

The ABCD Data Repository in the NIMH Data Archive houses data from the Adolescent Brain Cognitive Development (ABCD) Study, a prospective longitudinal cohort following nearly 12,000 diverse youth recruited at ages 9–10 across 21 U.S. research sites for 10 years. The dataset contains curated and tabulated behavioral, social, emotional, cognitive, mental health, substance use, gender identity/sexual health, physical health, biospecimen, and environmental measures, along with brain imaging data including structural MRI, task fMRI, and resting-state fMRI, plus minimally processed and FastTrack MRI and raw behavioral data. Linked external databases add contextual indicators such as local environment, poverty, pollution, school, and policy to support research on adolescent development.

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10.1038/S44277-024-00006-9
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Translational Psychiatry
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00 p.1-15
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00 p.1-11
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0
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00 p.1-8
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No evidence for a bilingual executive function advantage in the ABCD study

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Nature Human Behaviour
2019
2019/5/20
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00 p.1-12
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00 p.1-7
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Associations of interpersonal and socioeconomic early life adversity dimensions with adolescents’ corticolimbic circuits, cognition, and mental health

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2025
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Vol.15 No.1 p.1-12
Early life adversity (ELA) is highly prevalent and has significant detrimental effects on children’s brain development and behavioral outcomes. However, associations of threat, unpredictability, and deprivation in dimensional models of ELA with corticolimbic circuits were unclear. Previous studies h...
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Concurrent and longitudinal neurostructural correlates of irritability in children

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00 p.1-8
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Association of lead-exposure risk and family income with childhood brain outcomes

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Nature Medicine
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Socioeconomic factors influence brain development and structure, but most studies have overlooked neurotoxic insults that impair development, such as lead exposure. Childhood lead exposure affects cognitive development at the lowest measurable concentrations, but little is known about its impact on ...
Cognitive neurosciencePsychologyRisk factors
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Enhanced insights into the genetic architecture of 3D cranial vault shape using pleiotropy-informed GWAS

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Communications Biology
2025
2025/3/15
Vol.8 No.1 p.1-14
Large-scale GWAS studies have uncovered hundreds of genomic loci linked to facial and brain shape variation, but only tens associated with cranial vault shape, a largely overlooked aspect of the craniofacial complex. Surrounding the neocortex, the cranial vault plays a central role during craniofaci...
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Association between parental age, brain structure, and behavioral and cognitive problems in children

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00 p.1-9
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10.1038/S41380-021-01325-5
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Brain functional-structural gradient coupling reflects development, behavior and genetic influences

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Nature Communications
2026
2026/4/9
0
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Physical-Digital and social-nonsocial extracurricular engagement: differential effects on brain development and psychological outcomes in children

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Reproducible brain-wide association studies require thousands of individuals

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Nature
2022
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00 p.1-7
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Clinical autism subscales have common genetic liabilities that are heritable, pleiotropic, and generalizable to the general population

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Emotion dysregulation and right pars orbitalis constitute a neuropsychological pathway to attention deficit hyperactivity disorder

Wenjie HouBarbara J. SahakianChristelle LangleyYuqing YangR. A. I. Bethlehem6
Nature Mental Health
2024
2024/5/13
00 p.1-13
Emotion dysregulation is common in attention deficit hyperactivity disorder (ADHD), which is known to be clinically heterogeneous. However, it remains unclear whether emotion dysregulation represents a neuropsychological pathway to ADHD. Here, using a large population-based cohort (n = 6,053), we sh...
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Network temperature as a metric of stability in depression symptoms across adolescence

Poppy Z. GrimesAja L. MurrayKeith SmithAndrea G. AllegriniGiulia G. Piazza9
Nature Mental Health
2025
2025/4/29
00 p.1-10
Depression is characterized by diverse symptom combinations that can be represented as dynamic networks. While previous research has focused on central symptoms for targeted interventions, less attention has been given to whole-network properties. Here we show that ‘network temperature’, a novel mea...
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Motion impact score for detecting spurious brain-behavior associations

Benjamin P. KayDavid F. MontezScott MarekBrenden Tervo-ClemmensJoshua S. Siegel38
Nature Communications
2025
2025/9/29
Vol.16 No.1 p.1-15
In-scanner head motion introduces systematic bias to resting-state fMRI functional connectivity (FC) not completely removed by denoising algorithms. Researchers studying traits associated with motion (e.g. psychiatric disorders) need to know if their trait-FC relationships are impacted by residual m...
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10.1038/S41467-025-63661-2
ISSN:2041-1723

Neuroimaging subtypes of adolescent sleep insufficiency stratify natural short sleepers from comorbidity or environment driven insufficiency

Yiwei ChenMingyang LiZhiyong ZhaoXinyi XuYongquan Huang10
Nature Communications
2026
2026/3/7
0
Insufficient sleep (less than 8 hours for adolescents) has heterogeneous neurobiological underpinnings. Using the SuStaIn model on brain MRI from ABCD Study, we identified three distinct subtypes with reduced cortical thickness, starting from the postcentral, pericalcarine, and entorhinal cortices. ...
Lifestyle modificationPaediatric researchPrognostic markers
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ISSN:2041-1723

Molecular and micro-architectural mapping of gray matter alterations in psychosis

Natalia García-San-MartínRichard A. I. BethlehemAgoston MihalikJakob SeidlitzIsaac Sebenius21
Molecular Psychiatry
2024
2024/9/12
00 p.1-10
The psychosis spectrum encompasses a heterogeneous range of clinical conditions associated with abnormal brain development. Detecting patterns of atypical neuroanatomical maturation across psychiatric disorders requires an interpretable metric standardized by age-, sex- and site-effect. The molecula...
NeuroscienceSchizophrenia
10.1038/S41380-024-02724-0
ISSN:1359-4184

Neural vulnerability and hurricane-related media are associated with post-traumatic stress in youth

Dick Anthony StevenSilva KarinaGonzalez RaulSutherland Matthew T.Laird Angela R.14
Nature Human Behaviour
2021
2021/11/15
Vol.5 No.11 p.1578-1589
The human toll of disasters extends beyond death, injury and loss. Post-traumatic stress (PTS) can be common among directly exposed individuals, and children are particularly vulnerable. Even children far removed from harm’s way report PTS, and media-based exposure may partially account for this phe...
Cognitive controlHuman behaviour
10.1038/S41562-021-01216-3
ISSN:2397-3374

Syndrome-informed phenotyping identifies a polygenic background for achondroplasia-like facial variation in the general population

Michiel VannesteHanne HoskensSeppe GoovaertsHarold MatthewsJay Devine17
Nature Communications
2024
2024/12/2
Vol.15 No.1 p.1-13
Human craniofacial shape is highly variable yet highly heritable with numerous genetic variants interacting through multiple layers of development. Here, we hypothesize that Mendelian phenotypes represent the extremes of a phenotypic spectrum and, using achondroplasia as an example, we introduce a s...
Genetic variationGenome-wide association studiesHeritable quantitative trait
10.1038/S41467-024-54839-1
ISSN:2041-1723

Brain network coupling associated with cognitive performance varies as a function of a child’s environment in the ABCD study

Ellwood-Lowe Monica E.Whitfield-Gabrieli SusanBunge Silvia A.
Nature Communications
2021
2021/12/10
Vol.12 No.1 p.1-14
Prior research indicates that lower resting-state functional coupling between two brain networks, lateral frontoparietal network (LFPN) and default mode network (DMN), relates to cognitive test performance, for children and adults. However, most of the research that led to this conclusion has been c...
Cognitive neuroscienceHuman behaviourRisk factors
10.1038/S41467-021-27336-Y
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Power and reproducibility in the external validation of brain-phenotype predictions

Matthew RosenblattLink TejavibulyaHuili SunChris C. CampMilana Khaitova10
Nature Human Behaviour
2024
2024/7/31
00 p.1-16
Brain-phenotype predictive models seek to identify reproducible and generalizable brain-phenotype associations. External validation, or the evaluation of a model in external datasets, is the gold standard in evaluating the generalizability of models in neuroimaging. Unlike typical studies, external ...
Cognitive neuroscienceScientific community
10.1038/S41562-024-01931-7
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The sex-specific role of adrenal androgens in youth psychopathology

Franka Edith WeisnerBianca SerioSofie ValkLuise BläschkeFranziska Degenhardt8
Translational Psychiatry
2026
2026/6/4
Vol.16 No.1 p.3000
Adolescence is a vulnerable period for the emergence of mental health problems. Adrenarche, an early stage of pubertal development marked by rising adrenal androgens, particularly dehydroepiandrosterone (DHEA), may influence emotional and behavioral development. However, longitudinal evidence linkin...
Molecular neurosciencePredictive markersPsychiatric disorders
10.1038/S41398-026-04121-3
ISSN:2158-3188

Joint multi-ancestry and admixed GWAS reveals the complex genetics behind human cranial vault shape

Seppe GoovaertsHanne HoskensRyan J. EllerNoah HerrickAnthony M. Musolf20
Nature Communications
2023
2023/11/16
Vol.14 No.1 p.1-21
The cranial vault in humans is highly variable, clinically relevant, and heritable, yet its genetic architecture remains poorly understood. Here, we conduct a joint multi-ancestry and admixed multivariate genome-wide association study on 3D cranial vault shape extracted from magnetic resonance image...
Genetics researchGenome-wide association studiesMagnetic resonance imagingQuantitative trait
10.1038/S41467-023-43237-8
ISSN:2041-1723

Functional brain network dynamics mediate the relationship between female reproductive aging and interpersonal adversity

Raluca PetricanSidhant ChopraAshlea SegalNick FallonAlex Fornito
Nature Mental Health
2025
2025/1/7
Vol.3 No.1 p.104-123
Premature reproductive aging is linked to heightened stress sensitivity and psychological maladjustment across the life course. However, the brain dynamics underlying this relationship are poorly understood. Here, to address this issue, we analyzed multimodal data from female participants in the Ado...
Molecular neuroscienceNeural ageing
10.1038/S44220-024-00352-9
ISSN:2731-6076

The association between latent trauma and brain structure in children

Hee Jung JeongE. Leighton DurhamTyler M. MooreRandolph M. DupontMalerie McDowell10
Translational Psychiatry
2021
2021/4/24
Vol.11 No.1 p.1-9
The developing brain is marked by high plasticity, which can lead to vulnerability to early life stressors. Previous studies indicate that childhood maltreatment is associated with structural aberrations across a number of brain regions. However, prior work is limited by small sample sizes, heteroge...
NeurosciencePsychology
10.1038/S41398-021-01357-Z
ISSN:2158-3188

Cognitive predictors of mental health trajectories are mediated by inferior frontal and occipital development during adolescence

Qingyang LiMiao CaoDan J. SteinBarbara J. SahakianTianye Jia36
Molecular Psychiatry
2025
2025/2/1
00 p.1-14
Laboratory studies show brain maturation involves synaptic pruning and cognitive development. Human studies suggest links between early cognitive performance and later mental health, but inconsistencies remain. It is unclear if specific brain regions mediate this relationship, and the molecular unde...
Psychiatric disordersPsychology
10.1038/S41380-025-02912-6
ISSN:1359-4184

Genetic risk predicts adolescent mood pathology via sexual differentiation of brain function and physiological aging

Raluca PetricanAlex FornitoChristopher MurgatroydEmma BoylandCharlotte A. Hardman
Nature Communications
2025
2025/7/1
Vol.16 No.1 p.1-21
Recent evidence challenged the traditional, categorical approach to sex differences, indicating that each human brain comprises a mosaic of features, some of which are more common among males, others, among females, whereas the remaining are equally common between sexes. Thus, a focus on regional se...
Feeding behaviourInflammationPersonality
10.1038/S41467-025-60686-5
ISSN:2041-1723

Associations of family income with cognition and brain structure in USA children: prevention implications

Dardo TomasiNora D. Volkow
Molecular Psychiatry
2021
2021/5/14
00 p.1-11
Poverty, as assessed by several socioeconomic (SES) factors, has been linked to worse cognitive performance and reduced cortical brain volumes in children. However, the relative contributions of the various SES factors on brain development and the mediating effects between cognition and brain morpho...
NeurosciencePredictive markers
10.1038/S41380-021-01130-0
ISSN:1359-4184

Neuroimaging profiling identifies distinct brain maturational subtypes of youth with mood and anxiety disorders

Ge RuiyangSassi RobertoYatham Lakshmi N.Frangou Sophia
Molecular Psychiatry
2022
2022/12/28
Vol.28 No.3 p.1072-1078
Mood and anxiety disorders typically begin in adolescence and have overlapping clinical features but marked inter-individual variation in clinical presentation. The use of multimodal neuroimaging data may offer novel insights into the underlying brain mechanisms. We applied Heterogeneity Through Dis...
Bipolar disorderDepressionDiagnostic markers
10.1038/S41380-022-01925-9
ISSN:1359-4184

Towards a general-purpose foundation model for functional MRI analysis

Cheng WangYu JiangZhihao PengChenxin LiChang-bae Bang21
Nature Biomedical Engineering
2026
2026/4/23
00 p.1-12
Functional magnetic resonance imaging (fMRI) is crucial for studying brain function and diagnosing neurological disorders. However, existing analysis methods suffer from reproducibility and transferability challenges due to complex preprocessing pipelines and task-specific model designs. Here we int...
Computational scienceMagnetic resonance imaging
10.1038/S41551-026-01666-Y
ISSN:2157-846X

Brain structure is linked to the association between family environment and behavioral problems in children in the ABCD study

Weikang GongEdmund T. RollsJingnan DuJianfeng FengWei Cheng
Nature Communications
2021
2021/6/18
Vol.12 No.1 p.1-10
Children’s behavioral problems have been associated with their family environments. Here, we investigate whether specific features of brain structures could relate to this link. Using structural magnetic resonance imaging of 8756 children aged 9-11 from the Adolescent Brain Cognitive Developmental s...
Cognitive neuroscienceNeuroscience
10.1038/S41467-021-23994-0
ISSN:2041-1723