NIMH Data Archive - Data

Genomics

Neuroimaging

Phenotype¹

New Trial
Clinical Trial

¹ Numbers reported are subjects by age

New Project
Grant/Project Number

Format should be in the following format: Activity Code, Institute Abbreviation, and Serial Number. Grant Type, Support Year, and Suffix should be excluded. For example, grant 1R01MH123456-01A1 should be entered R01MH123456

Collection - Use Existing Experiment

To associate an experiment to the current collection, just select an axperiment from the table below then click the associate experiment button to persist your changes (saving the collection is not required). Note that once an experiment has been associated to two or more collections, the experiment will not longer be editable.

The table search feature is case insensitive and targets the experiment id, experiment name and experiment type columns. The experiment id is searched only when the search term entered is a number, and filtered using a startsWith comparison. When the search term is not numeric the experiment name is used to filter the results.

Select	Experiment Id	Experiment Name	Experiment Type	Created On

24	HI-NGS_R1	Omics	02/16/2011
475	MB1-10 (CHOP)	Omics	06/07/2016
490	Discovery and CRISPR validation of genetic factors associated with antipsychotic-induced weight gain and cardiometabolic risk	Omics	07/07/2016
501	PharmacoBOLD Resting State	fMRI	07/27/2016
506	PVPREF	Omics	08/05/2016
509	ABC-CT Resting v2	EEG	08/18/2016
13	Comparison of FI expression in Autistic and Neurotypical Homo Sapiens	Omics	12/28/2010
18	AGRE/Broad Affymetrix 5.0 Genotype Experiment	Omics	01/06/2011
22	Stitching PCR Sequencing	Omics	02/14/2011
26	ASD_Methylation	Omics	03/01/2011
29	Microarray family 03 (father, mother, sibling)	Omics	03/24/2011
37	Standard paired-end sequencing of BCRs	Omics	04/19/2011
38	Illumina Mate-Pair BCR sequencing	Omics	04/19/2011
39	Custom Jumping Libraries	Omics	04/19/2011
40	Custom CapBP	Omics	04/19/2011
41	Immunofluorescence	Omics	05/11/2011
43	Autism brain sample genotyping, Illumina	Omics	05/16/2011
47	ARRA Autism Sequencing Collaboration at Baylor. SOLiD 4 System	Omics	08/01/2011
53	AGRE Omni1-quad	Omics	10/11/2011
59	AGP genotyping	Omics	04/03/2012
60	Ultradeep 454 sequencing of synaptic genes from postmortem cerebella of individuals with ASD and neurotypical controls	Omics	06/23/2012
63	Microemulsion PCR and Targeted Resequencing for Variant Detection in ASD	Omics	07/20/2012
76	Whole Genome Sequencing in Autism Families	Omics	01/03/2013
519	Resting	fMRI	11/08/2016
90	Genotyped IAN Samples	Omics	07/09/2013
91	NJLAGS Axiom Genotyping Array	Omics	07/16/2013
93	AGP genotyping (CNV)	Omics	09/06/2013
106	Longitudinal Sleep Study. H20 200. Channel set 2	EEG	11/07/2013
107	Longitudinal Sleep Study. H20 200. Channel set 3	EEG	11/07/2013
108	Longitudinal Sleep Study. AURA 200	EEG	11/07/2013
105	Longitudinal Sleep Study. H20 200. Channel set 1	EEG	11/07/2013
109	Longitudinal Sleep Study. AURA 400	EEG	11/07/2013
116	Gene Expression Analysis WG-6	Omics	01/07/2014
131	Jeste Lab UCLA ACEii: Charlie Brown and Sesame Street - Project 1	Eye Tracking	02/27/2014
132	Jeste Lab UCLA ACEii: Animacy - Project 1	Eye Tracking	02/27/2014
133	Jeste Lab UCLA ACEii: Mom Stranger - Project 2	Eye Tracking	02/27/2014
134	Jeste Lab UCLA ACEii: Face Emotion - Project 3	Eye Tracking	02/27/2014
145	AGRE/FMR1_Illumina.JHU	Omics	04/14/2014
146	AGRE/MECP2_Sanger.JHU	Omics	04/14/2014
147	AGRE/MECP2_Junior.JHU	Omics	04/14/2014
151	Candidate Gene Identification in familial Autism	Omics	06/09/2014
152	NJLAGS Whole Genome Sequencing	Omics	07/01/2014
154	Math Autism Study - Vinod Menon	fMRI	07/15/2014
155	Resting	fMRI	07/25/2014
156	Speech	fMRI	07/25/2014
159	Emotion	fMRI	07/25/2014
160	syllable contrast	EEG	07/29/2014
167	School-age naturalistic stimuli	Eye Tracking	09/19/2014
44	AGRE/Broad Affymetrix 5.0 Genotype Experiment	Omics	06/27/2011
45	Exome Sequencing of 20 Sporadic Cases of Autism Spectrum Disorder	Omics	07/15/2011

Collection - Add Experiment

Add Supporting Documentation

Funding Source:
URL:

To add an existing Data Structure, enter its title in the search bar. If you need to request changes, select the indicator "No, it requires changes to meet research needs" after selecting the Structure, and upload the file with the request changes specific to the selected Data Structure. Your file should follow the Request Changes Procedure. If the Data Structure does not exist, select "Request New Data Structure" and upload the appropriate zip file.

Use/Modify Existing Data Structure

Request New Data Structure

Targeted Enrollment:

Initial Submission Date:

Initial Share Date:

Data Structure Search:

Data Structures:

Submit

Request Submission Exemption

Not Eligible

The Data Expected list for this Collection shows some raw data as missing. Contact the NDA Help Desk with any questions.

Please confirm that you will not be enrolling any more subjects and that all raw data has been collected and submitted.

Collection Updated

Your Collection is now in Data Analysis phase and exempt from biannual submissions. Analyzed data is still expected prior to publication or no later than the project end date.

[CMS] Error

[CMS]

Unable to change collection phase where targeted enrollment is less than 90%

You have requested to move the sharing dates for the following assessments:

Data Expected Item	Original Sharing Date	New Sharing Date

Please provide a reason for this change, which will be sent to the Program Officers listed within this collection:

Explanation must be between 20 and 200 characters in length.

Please press Save or Cancel

NCANDA: Data Analysis Resource #4513

General
Experiments (1)
Shared Data
Publications (99)
Data Expected (15)
Associated Studies (0)

Collection Title	Collection Investigators	Collection Description
Collection Title:	NCANDA: Data Analysis Resource
Collection Investigators:	Kilian Pohl
Collection Description:	PROJECT SUMMARY Excessive alcohol drinking Initiated during adolescence is known to disturb typical neurodevelopmental patterns, increase the risk of developing alcohol use disorder (AUD), and accelerate involutional processes in adulthood. In response to RFA-AA-21-009, the Data Analysis Resource (DAR) proposes to support the next 5 years' data collection and analysis across a diverse community sample of male and female participants that were recruited in 3 age bands between 12 and 21 years old, were mostly no-to-low drinkers, and tracked over the last 8 years across 5 sites (N=831; 93% retention rate). Monitoring has involved annually-acquired multimodal neuroimaging (MRI, DTI, resting state fMRI, task fMRI) and cognitive, clinical, behavioral, and biological data, collected in person or remotely by computer and our mobile app. These measures will now be complemented with new advanced neuroimaging and sleep and physical activity tracking. This cohort sequential design uniquely positions NCANDA-A to quantify transient or enduring alcohol-related disturbances in specific adolescent and early adult neural system growth trajectories and functional concomitants. NCANDA-A proposes four consortium-wide specific aims and two specialty project aims. In Aim 1, NCANDA-A will investigate the impact of excessive alcohol drinking during adolescence and emerging adulthood on subsequent developmental trajectories of cognitive performance, brain structure and function, and psychopathology. Aim 2 analyses will identify neurodevelopment patterns describing the extent to which alcohol’s effects on brain structure and function resolve or persist during desistance after binge drinking. Aim 3 will deploy data-driven analysis to identify adolescent biological, environmental, and behavioral factors (e.g., age of drinking onset) that forecast excessive drinking during early adulthood. In Aim 4, NCANDA-A will quantify the impact of the COVID pandemic on life stress and social, emotional, and economic wellbeing and their relations with alcohol use patterns. For each aim, sex differences in development, alcohol use patterns and history, impact of alcohol use on the brain, and sex-differentiating psychosocial factors will be tested. The goal of the DAR is to support hypothesis testing based on five aims. Aim D1 will ensure that procedures for collection and quality control of neuroimaging, neuropsychological, and clinical assessment data are standardized. In Aim D2, the DAR will advance the existing informatics infrastructure for integrating data collected across all sites. Aim D3 will enhance macrostructural, microstructural, and functional neuroimage processing and analysis. In Aim D4, the DAR will create machine (deep) learning frameworks identifying predictive markers of early adulthood drinking. Aim D5 will maintain data sharing and distribution systems for consortium PIs and the scientific public at large. With the longitudinal data collected into early adulthood during this renewal, NCANDA-A will provide novel information to the public on the enduring and transient effects of adolescent drinking on adult functioning.
Data Repository:	NIAAA Data Archive
Permission Group:
Collection Creation Date:	08/25/2022
Collection Phase:	Enrolling
Blinded Clinical Trial:	No
Total Funded Amount:	$2,375,299.00
Subjects Shared:	424
Collection DOI:	10.15154/y82s-1v89

{"values":[]}

Loading Chart...

Funding Sources:

Funding Source Name	Funding Source URL
NIH - Extramural	None

Supporting Documentation:

Grant Information:

Project Number	Title	Start Date	Original End Date	End Date	Planned Enrollment	Actual Enrollment	Organization	Funds Obligated
U24AA021697-11	NCANDA: Data Analysis Resource	08/10/2022	06/30/2027	06/30/2027	0	773	STANFORD UNIVERSITY	$2,375,299.00

Clinical Trials:

helpcenter.collection.general-tab

Collection - General Tab

Fields available for edit on the top portion of the page include:

Collection Title
Investigators
Collection Description
Collection Phase
Funding Source
Clinical Trials

Collection Phase: The current status of a research project submitting data to an NDA Collection, based on the timing of the award and/or the data that have been submitted.

Pre-Enrollment: The default entry made when the NDA Collection is created.
Enrolling: Data have been submitted to the NDA Collection or the NDA Data Expected initial submission date has been reached for at least one data structure category in the NDA Collection.
Data Analysis: Subject level data collection for the research project is completed and has been submitted to the NDA Collection. The NDA Collection owner or the NDA Help Desk may set this phase when they’ve confirmed data submission is complete and submitted subject counts match at least 90% of the target enrollment numbers in the NDA Data Expected. Data submission reminders will be turned off for the NDA Collection.
Funding Completed: The NIH grant award (or awards) associated with the NDA Collection has reached its end date. NDA Collections in Funding Completed phase are assigned a subphase to indicate the status of data submission.
- The Data Expected Subphase indicates that NDA expects more data will be submitted
- The Closeout Subphase indicates the data submission is complete.
- The Sharing Not Met Subphase indicates that data submission was not completed as expected.

Blinded Clinical Trial Status:

This status is set by a Collection Owner and indicates the research project is a double blinded clinical trial. When selected, the public view of Data Expected will show the Data Expected items and the Submission Dates, but the targeted enrollment and subjects submitted counts will not be displayed.
Targeted enrollment and subjects submitted counts are visible only to NDA Administrators and to the NDA Collection or as the NDA Collection Owner.
When an NDA Collection that is flagged Blinded Clinical Trial reaches the maximum data sharing date for that Data Repository (see https://nda.nih.gov/nda/sharing-regimen.html), the embargo on Data Expected information is released.

Funding Source

The organization(s) responsible for providing the funding is listed here.

Supporting Documentation

Users with Submission privileges, as well as Collection Owners, Program Officers, and those with Administrator privileges, may upload and attach supporting documentation. By default, supporting documentation is shared to the general public, however, the option is also available to limit this information to qualified researchers only.

Grant Information

Identifiable details are displayed about the Project of which the Collection was derived from. You may click in the Project Number to view a full report of the Project captured by the NIH.

Clinical Trials

Any data that is collected to support or further the research of clinical studies will be available here. Collection Owners and those with Administrator privileges may add new clinical trials.

Frequently Asked Questions

How does the NIMH Data Archive (NDA) determine which Permission Group data are submitted into?

During Collection creation, NDA staff determine the appropriate Permission Group based on the type of data to be submitted, the type of access that will be available to data access users, and the information provided by the Program Officer during grant award.
How do I know when a NDA Collection has been created?

When a Collection is created by NDA staff, an email notification will automatically be sent to the PI(s) of the grant(s) associated with the Collection to notify them.
Is a single grant number ever associated with more than one Collection?

The NDA system does not allow for a single grant to be associated with more than one Collection; therefore, a single grant will not be listed in the Grant Information section of a Collection for more than one Collection.
Why is there sometimes more than one grant included in a Collection?

In general, each Collection is associated with only one grant; however, multiple grants may be associated if the grant has multiple competing segments for the same grant number or if multiple different grants are all working on the same project and it makes sense to hold the data in one Collection (e.g., Cooperative Agreements).

Glossary

Administrator Privilege

A privilege provided to a user associated with an NDA Collection or NDA Study whereby that user can perform a full range of actions including providing privileges to other users.
Collection Owner

Generally, the Collection Owner is the contact PI listed on a grant. Only one NDA user is listed as the Collection owner. Most automated emails are primarily sent to the Collection Owner.
Collection Phase
The Collection Phase provides information on data submission as opposed to grant/project completion so while the Collection phase and grant/project phase may be closely related they are often different. Collection users with Administrative Privileges are encouraged to edit the Collection Phase. The Program Officer as listed in eRA (for NIH funded grants) may also edit this field. Changes must be saved by clicking the Save button at the bottom of the page. This field is sortable alphabetically in ascending or descending order. Collection Phase options include:
- Pre-Enrollment: A grant/project has started, but has not yet enrolled subjects.
- Enrolling: A grant/project has begun enrolling subjects. Data submission is likely ongoing at this point.
- Data Analysis: A grant/project has completed enrolling subjects and has completed all data submissions.
- Funding Completed: A grant/project has reached the project end date.
Collection Title

An editable field with the title of the Collection, which is often the title of the grant associated with the Collection.
Grant

Provides the grant number(s) for the grant(s) associated with the Collection. The field is a hyperlink so clicking on the Grant number will direct the user to the grant information in the NIH Research Portfolio Online Reporting Tools (RePORT) page.
Supporting Documentation

Various documents and materials to enable efficient use of the data by investigators unfamiliar with the project and may include the research protocol, questionnaires, and study manuals.
NIH Research Initiative

NDA Collections may be organized by scientific similarity into NIH Research Initiatives, to facilitate query tool user experience. NIH Research Initiatives map to one or multiple Funding Opportunity Announcements.
Permission Group

Access to shared record-level data in NDA is provisioned at the level of a Permission Group. NDA Permission Groups consist of one or multiple NDA Collections that contain data with the same subject consents.
Planned Enrollment

Number of human subject participants to be enrolled in an NIH-funded clinical research study. The data is provided in competing applications and annual progress reports.
Actual Enrollment

Number of human subjects enrolled in an NIH-funded clinical research study. The data is provided in annual progress reports.
NDA Collection

A virtual container and organization structure for data and associated documentation from one grant or one large project/consortium. It contains tools for tracking data submission and allows investigators to define a wide array of other elements that provide context for the data, including all general information regarding the data and source project, experimental parameters used to collect any event-based data contained in the Collection, methods, and other supporting documentation. They also allow investigators to link underlying data to an NDA Study, defining populations and subpopulations specific to research aims.
Data Use Limitations

Data Use Limitations (DULs) describe the appropriate secondary use of a dataset and are based on the original informed consent of a research participant. NDA only accepts consent-based data use limitations defined by the NIH Office of Science Policy.
Total Subjects Shared

The total number of unique subjects for whom data have been shared and are available for users with permission to access data.

Contact NDA Help Desk

ID	Name	Created Date	Status	Type
2335	NCANDA Resting State fMRI	07/31/2023	Approved	fMRI

helpcenter.collection.experiments-tab

Collection - Experiments

The number of Experiments included is displayed in parentheses next to the tab name. You may download all experiments associated with the Collection via the Download button. You may view individual experiments by clicking the Experiment Name and add them to the Filter Cart via the Add to Cart button.

Collection Owners, Program Officers, and users with Submission or Administrative Privileges for the Collection may create or edit an Experiment.

Please note: The creation of an NDA Experiment does not necessarily mean that data collected, according to the defined Experiment, has been submitted or shared.

Frequently Asked Questions

Can an Experiment be associated with more than one Collection?
Yes -see the “Copy” button in the bottom left when viewing an experiment. There are two actions that can be performed via this button:
1. Copy the experiment with intent for modifications.
2. Associate the experiment to the collection. No modifications can be made to the experiment.

Glossary

Experiment Status

An Experiment must be Approved before data using the associated Experiment_ID may be uploaded.
Experiment ID

The ID number automatically generated by NDA which must be included in the appropriate file when uploading data to link the Experiment Definition to the subject record.

Contact NDA Help Desk

Shared Data:

Title	Type	Number of Subjects
Adult Self Report	Clinical Assessments	424
Fregly-Graybiel Ataxia Test Battery	Clinical Assessments	424
Grooved Pegboard Test	Clinical Assessments	424
Image	Imaging	424
MacArthur Socioeconomic Status Questionnaire	Clinical Assessments	424
Research Subject	Clinical Assessments	424
Self-Rating of the Effects of Alcohol (SRE)	Clinical Assessments	424
Ten Item Personality Measure	Clinical Assessments	424
UCLA Loneliness Scale	Clinical Assessments	424
UPPS Impulsive Behavior Scale	Clinical Assessments	424
Wide Range Achievement Test 4 (WRAT4)	Clinical Assessments	424

helpcenter.collection.shared-data-tab

Collection - Shared Data

This tab provides a quick overview of the Data Structure title, Data Type, and Number of Subjects that are currently Shared for the Collection. The information presented in this tab is automatically generated by NDA and cannot be edited. If no information is visible on this tab, this would indicate the Collection does not have shared data or the data is private.

The shared data is available to other researchers who have permission to access data in the Collection's designated Permission Group(s). Use the Download button to get all shared data from the Collection to the Filter Cart.

Frequently Asked Questions

How will I know if another researcher uses data that I shared through the NIMH Data Archive (NDA)?

To see what data your project have submitted are being used by a study, simply go the Associated Studies tab of your collection. Alternatively, you may review an NDA Study Attribution Report available on the General tab.
Can I get a supplement to share data from a completed research project?

Often it becomes more difficult to organize and format data electronically after the project has been completed and the information needed to create a GUID may not be available; however, you may still contact a program staff member at the appropriate funding institution for more information.
Can I get a supplement to share data from a research project that is still ongoing?

Unlike completed projects where researchers may not have the information needed to create a GUID and/or where the effort needed to organize and format data becomes prohibitive, ongoing projects have more of an opportunity to overcome these challenges. Please contact a program staff member at the appropriate funding institution for more information.

Glossary

Data Structure

A defined organization and group of Data Elements to represent an electronic definition of a measure, assessment, questionnaire, or collection of data points. Data structures that have been defined in the NDA Data Dictionary are available at https://nda.nih.gov/general-query.html?q=query=data-structure
Data Type

A grouping of data by similar characteristics such as Clinical Assessments, Omics, or Neurosignal data.
Shared

The term 'Shared' generally means available to others; however, there are some slightly different meanings based on what is Shared. A Shared NDA Study is viewable and searchable publicly regardless of the user's role or whether the user has an NDA account. A Shared NDA Study does not necessarily mean that data used in the NDA Study have been shared as this is independently determined. Data are shared according the schedule defined in a Collection's Data Expected Tab and/or in accordance with data sharing expectations in the NDA Data Sharing Terms and Conditions. Additionally, Supporting Documentation uploaded to a Collection may be shared independent of whether data are shared.

Contact NDA Help Desk

Collection Owners and those with Collection Administrator permission, may edit a collection. The following is currently available for Edit on this page:

Publications

Publications relevant to NDA data are listed below. Most displayed publications have been associated with the grant within Pubmed. Use the "+ New Publication" button to add new publications. Publications relevant/not relevant to data expected are categorized. Relevant publications are then linked to the underlying data by selecting the Create Study link. Study provides the ability to define cohorts, assign subjects, define outcome measures and lists the study type, data analysis and results. Analyzed data and results are expected in this way.

PubMed ID	Study	Title	Journal	Authors	Date	Status
41020924	Create Study	Mutual age-varying influences of binge drinking and cannabis use during emerging adulthood in the NCANDA cohort.	Alcohol, clinical & experimental research	Waddell, Jack T; Brumback, Ty; Baker, Fiona C; Cheek, Shayna; Clark, Duncan B; Goldston, David B; Grove, Jeremy L; Nagel, Bonnie J; Nooner, Kate B; Pfefferbaum, Adolf; Pohl, Kilian M; Sullivan, Edith V; Tapert, Susan F; Thompson, Wesley K; Brown, Sandra A	September 29, 2025	Not Determined
40965390	Create Study	The Protective Impact of Social Support on the Cascade Rates Between Internalizing Problems and Alcohol Misuse in Adolescence.	The Journal of adolescent health : official publication of the Society for Adolescent Medicine	Volpe, Laila; Roche, Daniel J O; Foster, Katherine T	September 18, 2025	Not Determined
40769991	Create Study	Statistical variability in comparing accuracy of neuroimaging based classification models via cross validation.	Scientific reports	Jafrasteh, Bahram; Adeli, Ehsan; Pohl, Kilian M; Kuceyeski, Amy; Sabuncu, Mert R; Zhao, Qingyu	August 6, 2025	Not Relevant
40364898	Create Study	Evaluating the Quality of Brain MRI Generators.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Wu, Jiaqi; Peng, Wei; Li, Binxu; Zhang, Yu; Pohl, Kilian M	October 1, 2024	Not Relevant
40357335	Create Study	Data-Driven Discovery of Movement-Linked Heterogeneity in Neurodegenerative Diseases.	Nature machine intelligence	Endo, Mark; Nerrise, Favour; Zhao, Qingyu; Sullivan, Edith V; Fei-Fei, Li; Henderson, Victor W; Pohl, Kilian M; Poston, Kathleen L; Adeli, Ehsan	September 1, 2024	Not Determined
40254272	Create Study	Thalamic Nuclear Volumes in Fetal Alcohol Spectrum Disorders: From Adolescence to Middle-Age Twenty Years Later.	Biological psychiatry. Cognitive neuroscience and neuroimaging	Pfefferbaum, Adolf; Sullivan, Edith V; Saranathan, Manojkumar; Pohl, Kilian M; Bischoff-Grethe, Amanda; Stoner, Susan A; Riley, Edward P	April 18, 2025	Not Determined
39914500	Create Study	Exploring the relationship between sleep patterns, alcohol and other substances consumption in young adults: Insights from wearables and Mobile surveys in the National Consortium on alcohol and NeuroDevelopment in adolescence (NCANDA) cohort.	International journal of psychophysiology : official journal of the International Organization of Psychophysiology	De Rosa O, Menghini L, Kerr E, Müller-Oehring E, Nooner K, Hasler BP, Franzen PL, Clark DB, Brown S, Tapert SF, Cummins K, Baker FC, de Zambotti M	March 2025	Relevant
39872150	Create Study	Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning.	Machine learning in clinical neuroimaging : 7th international workshop, MLCN 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, proceedings. MLCN (Workshop) (7th : 2024 : Marrakesh, Morocco)	Wang, Yixin; Peng, Wei; Zhang, Yu; Adeli, Ehsan; Zhao, Qingyu; Pohl, Kilian M	January 1, 2025	Not Determined
39819312	Create Study	Adverse childhood experiences and post-traumatic stress impacts on brain connectivity and alcohol use in adolescence.	Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence	Woodley, Mary Milo O; Zhao, Qingyu; Goldston, David B; Michael, Andrew M; Clark, Duncan B; Brown, Sandra A; Nooner, Kate B	August 1, 2025	Relevant
39758707	Create Study	SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis.	Machine learning in clinical neuroimaging : 7th international workshop, MLCN 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, proceedings. MLCN (Workshop) (7th : 2024 : Marrakesh, Morocco)	González, Camila; Miraoui, Yanis; Fan, Yiran; Adeli, Ehsan; Pohl, Kilian M	January 1, 2025	Not Determined
39525051	Create Study	Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging.	Predictive Intelligence in Medicine. PRIME (Workshop)	Paschali, Magdalini; Jiang, Yu Hang; Siegel, Spencer; Gonzalez, Camila; Pohl, Kilian M; Chaudhari, Akshay; Zhao, Qingyu	January 1, 2025	Relevant
39282344	Create Study	Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder.	bioRxiv : the preprint server for biology	Schilling, Louisa; Singleton, S Parker; Tozlu, Ceren; Hédo, Marie; Zhao, Qingyu; Pohl, Kilian M; Jamison, Keith; Kuceyeski, Amy	September 4, 2024	Relevant
39208560	Create Study	Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.	Medical image analysis	Peng, Wei; Bosschieter, Tomas; Ouyang, Jiahong; Paul, Robert; Sullivan, Edith V; Pfefferbaum, Adolf; Adeli, Ehsan; Zhao, Qingyu; Pohl, Kilian M	December 1, 2024	Not Relevant
39111118	Create Study	Trauma''s distinctive and combined effects on subsequent substance use, mental health, and neurocognitive functioning with the NCANDA sample.	Developmental cognitive neuroscience	Patel, Herry; Nooner, Kate Brody; Reich, Jessica C; Woodley, Mary Milo O; Cummins, Kevin; Brown, Sandra A	October 1, 2024	Relevant
39089172	Create Study	Multi-dimensional predictors of first drinking initiation and regular drinking onset in adolescence: A prospective longitudinal study.	Developmental cognitive neuroscience	Nguyen-Louie, Tam T; Thompson, Wesley K; Sullivan, Edith V; Pfefferbaum, Adolf; Gonzalez, Camila; Eberson-Shumate, Sonja C; Wade, Natasha E; Clark, Duncan B; Nagel, Bonnie J; Baker, Fiona C; Luna, Beatriz; Nooner, Kate B; de Zambotti, Massimiliano; Goldston, David B; Knutson, Brian; Pohl, Kilian M; Tapert, Susan F	October 1, 2024	Relevant
38943839	Create Study	Identifying high school risk factors that forecast heavy drinking onset in understudied young adults.	Developmental cognitive neuroscience	Zhao, Qingyu; Paschali, Magdalini; Dehoney, Joseph; Baker, Fiona C; de Zambotti, Massimiliano; De Bellis, Michael D; Goldston, David B; Nooner, Kate B; Clark, Duncan B; Luna, Beatriz; Nagel, Bonnie J; Brown, Sandra A; Tapert, Susan F; Eberson, Sonja; Thompson, Wesley K; Pfefferbaum, Adolf; Sullivan, Edith V; Pohl, Kilian M	August 1, 2024	Relevant
38239412	Create Study	Adverse Childhood Experiences and Binge Drinking in Adolescence: the Role of Impulsivity and PTSD Symptoms.	Journal of pediatric neuropsychology	Arwood, Zjanya; Nooner, Kate B	March 1, 2023	Relevant
38204983	Create Study	One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Kang, Myeongkyun; Chikontwe, Philip; Kim, Soopil; Jin, Kyong Hwan; Adeli, Ehsan; Pohl, Kilian M; Park, Sang Hyun	October 1, 2023	Not Determined
38169668	Create Study	Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Peng, Wei; Adeli, Ehsan; Bosschieter, Tomas; Hyun Park, Sang; Zhao, Qingyu; Pohl, Kilian M	October 1, 2023	Not Determined
37946742	Create Study	Imputing Brain Measurements Across Data Sets via Graph Neural Networks.	PRedictive Intelligence in MEdicine. PRIME (Workshop)	Wang, Yixin; Peng, Wei; Tapert, Susan F; Zhao, Qingyu; Pohl, Kilian M	January 1, 2023	Relevant
37916739	Create Study	Neural correlates of negative life events and their relationships with alcohol and cannabis use initiation.	Dialogues in clinical neuroscience	Zhao, Yihong; Potenza, Marc N; Tapert, Susan F; Paulus, Martin P	December 1, 2023	Not Relevant
37916059	Create Study	White matter microstructural integrity continues to develop from adolescence to young adulthood in mice and humans: Same phenotype, different mechanism.	Neuroimage. Reports	Piekarski, David J; Zahr, Natalie M; Zhao, Qingyu; Ferizi, Uran; Pohl, Kilian M; Sullivan, Edith V; Pfefferbaum, Adolf	September 1, 2023	Relevant
37724052	Create Study	Brain structural covariance network features are robust markers of early heavy alcohol use.	Addiction (Abingdon, England)	Ottino-González, Jonatan; Cupertino, Renata B; Cao, Zhipeng; Hahn, Sage; Pancholi, Devarshi; Albaugh, Matthew D; Brumback, Ty; Baker, Fiona C; Brown, Sandra A; Clark, Duncan B; de Zambotti, Massimiliano; Goldston, David B; Luna, Beatriz; Nagel, Bonnie J; Nooner, Kate B; Pohl, Kilian M; Tapert, Susan F; Thompson, Wesley K; Jernigan, Terry L; Conrod, Patricia; Mackey, Scott; Garavan, Hugh	January 1, 2024	Relevant
37683327	Create Study	Associations between alcohol use and sex-specific maturation of subcortical gray matter morphometry from adolescence to adulthood: Replication across two longitudinal samples.	Developmental cognitive neuroscience	Jones, Scott A; Morales, Angelica M; Harman, Gareth; Dominguez-Savage, Kalene A; Gilbert, Sydney; Baker, Fiona C; de Zambotti, Massimiliano; Goldston, David B; Nooner, Kate B; Clark, Duncan B; Luna, Beatriz; Thompson, Wesley K; Brown, Sandra A; Tapert, Susan F; Nagel, Bonnie J	October 1, 2023	Relevant
37146464	Create Study	Prospective associations between cannabis use and depressive symptoms across adolescence and early adulthood.	Psychiatry research	Lydiard, Jessie B; Patel, Herry; Strugatsky, Yoni; Thompson, Wesley K; Pelham 3rd, William E; Brown, Sandra A	July 1, 2023	Relevant
36638532	Create Study	The distortions of the free water model for diffusion MRI data when assuming single compartment relaxometry and proton density.	Physics in medicine and biology	Ferizi, Uran; Müller-Oehring, Eva M; Peterson, Eric T; Pohl, Kilian M	February 21, 2023	Not Determined
36621201	Create Study	Assessing cross-lagged associations between depression, anxiety, and binge drinking in the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study.	Drug and alcohol dependence	McCabe, Connor J; Brumback, Ty; Brown, Sandra A; Meruelo, Alejandro D	February 1, 2023	Relevant
36609028	Create Study	A Mega-analytic Study of White Matter Microstructural Differences Across 5 Cohorts of Youths With Attention-Deficit/Hyperactivity Disorder.	Biological psychiatry	Sudre, Gustavo; Norman, Luke; Bouyssi-Kobar, Marine; Price, Jolie; Shastri, Gauri Ganesh; Shaw, Philip	July 1, 2023	Relevant
36342897	Create Study	Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing.	PRedictive Intelligence in MEdicine. PRIME (Workshop)	Paschali, Magdalini; Zhao, Qingyu; Adeli, Ehsan; Pohl, Kilian M	September 1, 2022	Relevant
36331280	Create Study	Multiple Instance Neuroimage Transformer.	PRedictive Intelligence in MEdicine. PRIME (Workshop)	Singla, Ayush; Zhao, Qingyu; Do, Daniel K; Zhou, Yuyin; Pohl, Kilian M; Adeli, Ehsan	September 1, 2022	Relevant
36321855	Create Study	Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Li, Yueting; Wei, Qingyue; Adeli, Ehsan; Pohl, Kilian M; Zhao, Qingyu	September 1, 2022	Relevant
36209230	Create Study	Adolescent alcohol use is linked to disruptions in age-appropriate cortical thinning: an unsupervised machine learning approach.	Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology	Sun, Delin; Adduru, Viraj R; Phillips, Rachel D; Bouchard, Heather C; Sotiras, Aristeidis; Michael, Andrew M; Baker, Fiona C; Tapert, Susan F; Brown, Sandra A; Clark, Duncan B; Goldston, David; Nooner, Kate B; Nagel, Bonnie J; Thompson, Wesley K; De Bellis, Michael D; Morey, Rajendra A	January 1, 2023	Relevant
36115098	Create Study	Self-supervised learning of neighborhood embedding for longitudinal MRI.	Medical image analysis	Ouyang, Jiahong; Zhao, Qingyu; Adeli, Ehsan; Zaharchuk, Greg; Pohl, Kilian M	November 1, 2022	Relevant
36100657	Create Study	Evidence from "big data" for the default-mode hypothesis of ADHD: a mega-analysis of multiple large samples.	Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology	Norman, Luke J; Sudre, Gustavo; Price, Jolie; Shastri, Gauri G; Shaw, Philip	January 1, 2023	Relevant
36011934	Create Study	Earlier Bedtime and Effective Coping Skills Predict a Return to Low-Risk of Depression in Young Adults during the COVID-19 Pandemic.	International journal of environmental research and public health	Zhao, Qingyu; Wang, Kevin; Kiss, Orsolya; Yuksel, Dilara; de Zambotti, Massimiliano; Clark, Duncan B; Goldston, David B; Nooner, Kate B; Brown, Sandra A; Tapert, Susan F; Thompson, Wesley K; Nagel, Bonnie J; Pfefferbaum, Adolf; Sullivan, Edith V; Pohl, Kilian M; Baker, Fiona C	August 18, 2022	Relevant
36001427	Create Study	Alcohol and cannabis co-use and longitudinal gray matter volumetric changes in early and late adolescence.	Addiction biology	Luo, Xi; Yang, James J; Buu, Anne; Trucco, Elisa M; Li, Chiang-Shan R	September 1, 2022	Relevant
35781021	Create Study	Alcohol use disorder: Neuroimaging evidence for accelerated aging of brain morphology and hypothesized contribution to age-related dementia.	Alcohol (Fayetteville, N.Y.)	Sullivan, Edith V; Pfefferbaum, Adolf	March 1, 2023	Not Determined
35751025	Create Study	Prior test experience confounds longitudinal tracking of adolescent cognitive and motor development.	BMC medical research methodology	Sullivan EV, Thompson WK, Brumback T, Prouty D, Tapert SF, Brown SA, De Bellis MD, Nooner KB, Baker FC, Colrain IM, Clark DB, Nagel BJ, Pohl KM, Pfefferbaum A	June 24, 2022	Relevant
35749100	Create Study	Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI.	Predictive Intelligence in Medicine. PRIME (Workshop)	Butskova A, Juhl R, Zukić D, Chaudhary A, Pohl KM, Zhao Q	October 2021	Relevant
35688394	Create Study	Detecting negative valence symptoms in adolescents based on longitudinal self-reports and behavioral assessments.	Journal of affective disorders	Paschali, Magdalini; Kiss, Orsolya; Zhao, Qingyu; Adeli, Ehsan; Podhajsky, Simon; Müller-Oehring, Eva M; Gotlib, Ian H; Pohl, Kilian M; Baker, Fiona C	September 1, 2022	Relevant
35599753	Create Study	A Longitudinal Examination of Alcohol-Related Blackouts as a Predictor of Changes in Learning, Memory, and Executive Function in Adolescents.	Frontiers in psychiatry	Lorkiewicz SA, Baker FC, Müller-Oehring EM, Haas A, Wickham R, Sassoon SA, Clark DB, Nooner KB, Tapert SF, Brown SA, Schulte T	2022	Relevant
35579668	Create Study	Self-reported sleep and circadian characteristics predict alcohol and cannabis use: A longitudinal analysis of the National Consortium on Alcohol and Neurodevelopment in Adolescence Study.	Alcoholism, clinical and experimental research	Hasler BP, Graves JL, Wallace ML, Claudatos S, Franzen PL, Nooner KB, Brown SA, Tapert SF, Baker FC, Clark DB	May 2022	Relevant
35274335	Create Study	A semi-parametric Bayesian model for semi-continuous longitudinal data.	Statistics in medicine	Ren J, Tapert S, Fan CC, Thompson WK	June 15, 2022	Relevant
35253021	Create Study	Longitudinal Correlation Analysis for Decoding Multi-modal Brain Development.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Zhao Q, Adeli E, Pohl KM	2021	Relevant
35173402	Create Study	Representation Disentanglement for Multi-modal Brain MRI Analysis.	Information processing in medical imaging : proceedings of the ... conference	Ouyang J, Adeli E, Pohl KM, Zhao Q, Zaharchuk G	June 2021	Relevant
35143554	Create Study	Comparison of factor analysis models applied to the NCANDA neuropsychological test battery.	PloS one	Cummins KM, Pitpitan EV, Brumback T, Moore TM, Trim RS, Clark DB, Brown SA, Tapert SF	2022	Relevant
34919282	Create Study	Developmental trajectories of Big Five personality traits among adolescents and young adults: Differences by sex, alcohol use, and marijuana use.	Journal of personality	Jones, Scott A; Van Fossen, Ryan P; Thompson, Wesley K; Baker, Fiona C; Clark, Duncan B; Nagel, Bonnie J	October 1, 2022	Relevant
34807641	Create Study	Growth trajectories of cognitive and motor control in adolescence: How much is development and how much is practice?	Neuropsychology	Lannoy S, Pfefferbaum A, Le Berre AP, Thompson WK, Brumback T, Schulte T, Pohl KM, De Bellis MD, Nooner KB, Baker FC, Prouty D, Colrain IM, Nagel BJ, Brown SA, Clark DB, Tapert SF, Sullivan EV, Müller-Oehring EM	January 2022	Relevant
34729592	Create Study	Adolescent Binge Drinking Is Associated With Accelerated Decline of Gray Matter Volume.	Cerebral cortex (New York, N.Y. : 1991)	Infante MA, Eberson SC, Zhang Y, Brumback T, Brown SA, Colrain IM, Baker FC, Clark DB, De Bellis MD, Goldston D, Nagel BJ, Nooner KB, Zhao Q, Pohl KM, Sullivan EV, Pfefferbaum A, Tapert SF, Thompson WK	June 7, 2022	Relevant
34726149	Create Study	Risk for depression tripled during the COVID-19 pandemic in emerging adults followed for the last 8 years.	Psychological medicine	Alzueta, Elisabet; Podhajsky, Simon; Zhao, Qingyu; Tapert, Susan F; Thompson, Wesley K; de Zambotti, Massimiliano; Yuksel, Dilara; Kiss, Orsolya; Wang, Rena; Volpe, Laila; Prouty, Devin; Colrain, Ian M; Clark, Duncan B; Goldston, David B; Nooner, Kate B; De Bellis, Michael D; Brown, Sandra A; Nagel, Bonnie J; Pfefferbaum, Adolf; Sullivan, Edith V; Baker, Fiona C; Pohl, Kilian M	April 1, 2023	Relevant
34273656	Create Study	Sex-specific patterns of white matter microstructure are associated with emerging depression during adolescence.	Psychiatry research. Neuroimaging	Kliamovich D, Jones SA, Chiapuzio AM, Baker FC, Clark DB, Nagel BJ	September 30, 2021	Relevant
34087768	Create Study	Psychosocial predictors of substance use in adolescents and young adults: Longitudinal risk and protective factors.	Addictive behaviors	Brumback T, Thompson W, Cummins K, Brown S, Tapert S	October 2021	Relevant
34015723	Create Study	Developing functional network connectivity of the dorsal anterior cingulate cortex mediates externalizing psychopathology in adolescents with child neglect.	Developmental cognitive neuroscience	Silveira S, Boney S, Tapert SF, Mishra J	June 2021	Relevant
33997866	Create Study	Inpainting Cropped Diffusion MRI using Deep Generative Models.	Predictive Intelligence in Medicine. PRIME (Workshop)	Ayub R, Zhao Q, Meloy MJ, Sullivan EV, Pfefferbaum A, Adeli E, Pohl KM	October 2020	Relevant
33991389	Create Study	Associations of developmental imbalance between sensation seeking and premeditation in adolescence and heavy episodic drinking in emerging adulthood.	Alcoholism, clinical and experimental research	McCabe CJ, Wall TL, Gonzalez MR, Meruelo AD, Eberson-Shumate SC, Clark DB, Nooner KB, Brown SA, Tapert SF	June 2021	Relevant
33836366	Create Study	Neuroimaging markers of adolescent depression in the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study.	Journal of affective disorders	Meruelo AD, Brumback T, Nagel BJ, Baker FC, Brown SA, Tapert SF	May 15, 2021	Relevant
33654086	Create Study	Volumetric trajectories of hippocampal subfields and amygdala nuclei influenced by adolescent alcohol use and lifetime trauma.	Translational psychiatry	Phillips RD, De Bellis MD, Brumback T, Clausen AN, Clarke-Rubright EK, Haswell CC, Morey RA	March 2, 2021	Relevant
33565988	Create Study	Acceptability, Validity, and Engagement With a Mobile App for Frequent, Continuous Multiyear Assessment of Youth Health Behaviors (mNCANDA): Mixed Methods Study.	JMIR mHealth and uHealth	Cummins KM, Brumback T, Chung T, Moore RC, Henthorn T, Eberson S, Lopez A, Sarkissyan T, Nooner KB, Brown SA, Tapert SF	February 10, 2021	Relevant
33558196	Create Study	Alcohol Use Disorder and Its Comorbidity With HIV Infection Disrupts Anterior Cingulate Cortex Functional Connectivity.	Biological psychiatry. Cognitive neuroscience and neuroimaging	Honnorat, Nicolas; Fama, Rosemary; Müller-Oehring, Eva M; Zahr, Natalie M; Pfefferbaum, Adolf; Sullivan, Edith V; Pohl, Kilian M	November 1, 2022	Not Determined
33536880	Create Study	Retaining Adolescent and Young Adult Participants in Research During a Pandemic: Best Practices From Two Large-Scale Developmental Neuroimaging Studies (NCANDA and ABCD).	Frontiers in behavioral neuroscience	Nooner KB, Chung T, Feldstein Ewing SW, Brumback T, Arwood Z, Tapert SF, Brown SA, Cottler L	2020	Relevant
33377940	Create Study	Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents.	JAMA psychiatry	Zhao Q, Sullivan EV, Honnorat N, Adeli E, Podhajsky S, De Bellis MD, Voyvodic J, Nooner KB, Baker FC, Colrain IM, Tapert SF, Brown SA, Thompson WK, Nagel BJ, Clark DB, Pfefferbaum A, Pohl KM	April 1, 2021	Relevant
33270567	Create Study	Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs.	IEEE journal of biomedical and health informatics	Ouyang J, Zhao Q, Sullivan EV, Pfefferbaum A, Tapert SF, Adeli E, Pohl KM	June 2021	Relevant
33243992	Create Study	Training confounder-free deep learning models for medical applications.	Nature communications	Zhao Q, Adeli E, Pohl KM	November 26, 2020	Relevant
33033050	Create Study	Characterization of MR Imaging-Visible Perivascular Spaces in the White Matter of Healthy Adolescents at 3T.	AJNR. American journal of neuroradiology	Piantino J, Boespflug EL, Schwartz DL, Luther M, Morales AM, Lin A, Fossen RV, Silbert L, Nagel BJ	November 2020	Relevant
33005907	Create Study	A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention	Zhao Q, Kwon D, Pohl KM	September 2018	Relevant
32732156	Create Study	Stress, sleep, and autonomic function in healthy adolescent girls and boys: Findings from the NCANDA study.	Sleep health	Yuksel D, Baker FC, Goldstone A, Claudatos SA, Forouzanfar M, Prouty DE, Colrain IM, de Zambotti M	February 2021	Relevant
32509502	Create Study	Posttraumatic Stress Symptoms Predict Transition to Future Adolescent and Young Adult Moderate to Heavy Drinking in the NCANDA Sample.	Current addiction reports	De Bellis MD, Nooner KB, Brumback T, Clark DB, Tapert SF, Brown SA	June 2020	Relevant
32498584	Create Study	Longitudinal Impact of Life Events on Adolescent Binge Drinking in the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA).	Substance use & misuse	Nooner KB, De Bellis MD, Clark DB, Thompson WK, Brumback T	2020	Relevant
32452466	Create Study	Adolescent development of inhibitory control and substance use vulnerability: A longitudinal neuroimaging study.	Developmental cognitive neuroscience	Quach A, Tervo-Clemmens B, Foran W, Calabro FJ, Chung T, Clark DB, Luna B	April 2020	Relevant
32428984	Create Study	Adolescent alcohol use disrupts functional neurodevelopment in sensation seeking girls.	Addiction biology	Zhao Q, Sullivan EV, Műller-Oehring EM, Honnorat N, Adeli E, Podhajsky S, Baker FC, Colrain IM, Prouty D, Tapert SF, Brown SA, Meloy MJ, Brumback T, Nagel BJ, Morales AM, Clark DB, Luna B, De Bellis MD, Voyvodic JT, Nooner KB, Pfefferbaum A, Pohl KM	March 2021	Relevant
32299789	Create Study	Impact of Childhood Trauma on Executive Function in Adolescence-Mediating Functional Brain Networks and Prediction of High-Risk Drinking.	Biological psychiatry. Cognitive neuroscience and neuroimaging	Silveira S, Shah R, Nooner KB, Nagel BJ, Tapert SF, de Bellis MD, Mishra J	May 2020	Relevant
31872251	Create Study	The falling asleep process in adolescents.	Sleep	de Zambotti M, Goldstone A, Forouzanfar M, Javitz H, Claudatos S, Colrain IM, Baker FC	June 15, 2020	Relevant
31790349	Create Study	Sex Differences in the Effect of Nucleus Accumbens Volume on Adolescent Drinking: The Mediating Role of Sensation Seeking in the NCANDA Sample.	Journal of studies on alcohol and drugs	Morales AM, Boyd SJ, Mackiewicz Seghete KL, Johnson AJ, De Bellis MD, Nagel BJ	November 2019	Relevant
31653477	Create Study	Disturbed Cerebellar Growth Trajectories in Adolescents Who Initiate Alcohol Drinking.	Biological psychiatry	Sullivan EV, Brumback T, Tapert SF, Brown SA, Baker FC, Colrain IM, Prouty D, De Bellis MD, Clark DB, Nagel BJ, Pohl KM, Pfefferbaum A	April 1, 2020	Relevant
30981174	Create Study	Sleep spindle characteristics in adolescents.	Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology	Goldstone A, Willoughby AR, de Zambotti M, Clark DB, Sullivan EV, Hasler BP, Franzen PL, Prouty DE, Colrain IM, Baker FC	June 2019	Relevant
30903550	Create Study	Effects of age, sex, and puberty on neural efficiency of cognitive and motor control in adolescents.	Brain imaging and behavior	Schulte T, Hong JY, Sullivan EV, Pfefferbaum A, Baker FC, Chu W, Prouty D, Kwon D, Meloy MJ, Brumback T, Tapert SF, Colrain IM, Müller-Oehring EM	August 2020	Relevant
30806009	Create Study	Longitudinally consistent estimates of intrinsic functional networks.	Human brain mapping	Zhao, Qingyu; Kwon, Dongjin; Müller-Oehring, Eva M; Le Berre, Anne-Pascale; Pfefferbaum, Adolf; Sullivan, Edith V; Pohl, Kilian M	June 1, 2019	Relevant
30496644	Create Study	Distribution of brain iron accrual in adolescence: Evidence from cross-sectional and longitudinal analysis.	Human brain mapping	Peterson ET, Kwon D, Luna B, Larsen B, Prouty D, De Bellis MD, Voyvodic J, Liu C, Li W, Pohl KM, Sullivan EV, Pfefferbaum A	April 1, 2019	Relevant
29963874	Create Study	Reciprocal relations between positive alcohol expectancies and peer use on adolescent drinking: An accelerated autoregressive cross-lagged model using the NCANDA sample.	Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors	Boyd SJ, Sceeles EM, Tapert SF, Brown SA, Nagel BJ	August 2018	Relevant
29844507	Create Study	Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals.	Scientific reports	Park SH, Zhang Y, Kwon D, Zhao Q, Zahr NM, Pfefferbaum A, Sullivan EV, Pohl KM	May 29, 2018	Relevant
29198773	Create Study	Sex- and Age-Dependent Differences in Autonomic Nervous System Functioning in Adolescents.	The Journal of adolescent health : official publication of the Society for Adolescent Medicine	de Zambotti M, Javitz H, Franzen PL, Brumback T, Clark DB, Colrain IM, Baker FC	February 2018	Relevant
29180956	Create Study	Adolescent Executive Dysfunction in Daily Life: Relationships to Risks, Brain Structure and Substance Use.	Frontiers in behavioral neuroscience	Clark DB, Chung T, Martin CS, Hasler BP, Fitzgerald DH, Luna B, Brown SA, Tapert SF, Brumback T, Cummins K, Pfefferbaum A, Sullivan EV, Pohl KM, Colrain IM, Baker FC, De Bellis MD, Nooner KB, Nagel BJ	2017	Relevant
29163079	Create Study	Neural Correlates of Rewarded Response Inhibition in Youth at Risk for Problematic Alcohol Use.	Frontiers in behavioral neuroscience	Tervo-Clemmens B, Quach A, Luna B, Foran W, Chung T, De Bellis MD, Clark DB	2017	Relevant
29084454	Create Study	Altered Brain Developmental Trajectories in Adolescents After Initiating Drinking.	The American journal of psychiatry	Pfefferbaum A, Kwon D, Brumback T, Thompson WK, Cummins K, Tapert SF, Brown SA, Colrain IM, Baker FC, Prouty D, De Bellis MD, Clark DB, Nagel BJ, Chu W, Park SH, Pohl KM, Sullivan EV	April 1, 2018	Relevant
28913599	Create Study	The mediating role of cortical thickness and gray matter volume on sleep slow-wave activity during adolescence.	Brain structure & function	Goldstone A, Willoughby AR, de Zambotti M, Franzen PL, Kwon D, Pohl KM, Pfefferbaum A, Sullivan EV, Müller-Oehring EM, Prouty DE, Hasler BP, Clark DB, Colrain IM, Baker FC	March 2018	Relevant
28421617	Create Study	Eveningness and Later Sleep Timing Are Associated with Greater Risk for Alcohol and Marijuana Use in Adolescence: Initial Findings from the National Consortium on Alcohol and Neurodevelopment in Adolescence Study.	Alcoholism, clinical and experimental research	Hasler BP, Franzen PL, de Zambotti M, Prouty D, Brown SA, Tapert SF, Pfefferbaum A, Pohl KM, Sullivan EV, De Bellis MD, Nagel BJ, Baker FC, Colrain IM, Clark DB	June 2017	Relevant
28214667	Create Study	Effects of prior testing lasting a full year in NCANDA adolescents: Contributions from age, sex, socioeconomic status, ethnicity, site, family history of alcohol or drug abuse, and baseline performance.	Developmental cognitive neuroscience	Sullivan EV, Brumback T, Tapert SF, Prouty D, Fama R, Thompson WK, Brown SA, Cummins K, Colrain IM, Baker FC, Clark DB, Chung T, De Bellis MD, Hooper SR, Nagel BJ, Nichols BN, Chu W, Kwon D, Pohl KM, Pfefferbaum A	April 2017	Relevant
28168274	Create Study	Influences of Age, Sex, and Moderate Alcohol Drinking on the Intrinsic Functional Architecture of Adolescent Brains.	Cerebral cortex (New York, N.Y. : 1991)	Müller-Oehring EM, Kwon D, Nagel BJ, Sullivan EV, Chu W, Rohlfing T, Prouty D, Nichols BN, Poline JB, Tapert SF, Brown SA, Cummins K, Brumback T, Colrain IM, Baker FC, De Bellis MD, Voyvodic JT, Clark DB, Pfefferbaum A, Pohl KM	March 1, 2018	Relevant
27722828	Create Study	Structural brain anomalies in healthy adolescents in the NCANDA cohort: relation to neuropsychological test performance, sex, and ethnicity.	Brain imaging and behavior	Sullivan EV, Lane B, Kwon D, Meloy MJ, Tapert SF, Brown SA, Colrain IM, Baker FC, De Bellis MD, Clark DB, Nagel BJ, Pohl KM, Pfefferbaum A	October 2017	Relevant
27253763	Create Study	Age-Related Differences in Sleep Architecture and Electroencephalogram in Adolescents in the National Consortium on Alcohol and Neurodevelopment in Adolescence Sample.	Sleep	Baker FC, Willoughby AR, de Zambotti M, Franzen PL, Prouty D, Javitz H, Hasler B, Clark DB, Colrain IM	July 1, 2016	Relevant
26969518	Create Study	Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents.	Physiology & behavior	de Zambotti M, Baker FC, Willoughby AR, Godino JG, Wing D, Patrick K, Colrain IM	May 1, 2016	Relevant
26872408	Create Study	Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study.	NeuroImage	Pohl KM, Sullivan EV, Rohlfing T, Chu W, Kwon D, Nichols BN, Zhang Y, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Schirda C, Nagel BJ, Pfefferbaum A	April 15, 2016	Relevant
26856907	Create Study	K-Complexes: Interaction between the Central and Autonomic Nervous Systems during Sleep.	Sleep	de Zambotti M, Willoughby AR, Franzen PL, Clark DB, Baker FC, Colrain IM	May 1, 2016	Relevant
26752122	Create Study	Cognitive, emotion control, and motor performance of adolescents in the NCANDA study: Contributions from alcohol consumption, age, sex, ethnicity, and family history of addiction.	Neuropsychology	Sullivan EV, Brumback T, Tapert SF, Fama R, Prouty D, Brown SA, Cummins K, Thompson WK, Colrain IM, Baker FC, De Bellis MD, Hooper SR, Clark DB, Chung T, Nagel BJ, Nichols BN, Rohlfing T, Chu W, Pohl KM, Pfefferbaum A	May 2016	Relevant
26562597	Create Study	The National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA): A Multisite Study of Adolescent Development and Substance Use.	Journal of studies on alcohol and drugs	Brown SA, Brumback T, Tomlinson K, Cummins K, Thompson WK, Nagel BJ, De Bellis MD, Hooper SR, Clark DB, Chung T, Hasler BP, Colrain IM, Baker FC, Prouty D, Pfefferbaum A, Sullivan EV, Pohl KM, Rohlfing T, Nichols BN, Chu W, Tapert SF	November 2015	Relevant
26408800	Create Study	Adolescent Development of Cortical and White Matter Structure in the NCANDA Sample: Role of Sex, Ethnicity, Puberty, and Alcohol Drinking.	Cerebral cortex (New York, N.Y. : 1991)	Pfefferbaum A, Rohlfing T, Pohl KM, Lane B, Chu W, Kwon D, Nolan Nichols B, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Meloy MJ, Jernigan TL, Dale A, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Luna B, Chung T, Nagel BJ, Sullivan EV	October 2016	Relevant
26267019	Create Study	Neuroinformatics Software Applications Supporting Electronic Data Capture, Management, and Sharing for the Neuroimaging Community.	Neuropsychology review	Nichols BN, Pohl KM	September 2015	Relevant
26158896	Create Study	Validation of Sleep-Tracking Technology Compared with Polysomnography in Adolescents.	Sleep	de Zambotti M, Baker FC, Colrain IM	September 1, 2015	Relevant
24296908	Create Study	N-CANDA data integration: anatomy of an asynchronous infrastructure for multi-site, multi-instrument longitudinal data capture.	Journal of the American Medical Informatics Association : JAMIA	Rohlfing T, Cummins K, Henthorn T, Chu W, Nichols BN	2014	Relevant

helpcenter.collection.publications-tab

Collection - Publications

The number of Publications is displayed in parentheses next to the tab name. Clicking on any of the Publication Titles will open the Publication in a new internet browsing tab.

Collection Owners, Program Officers, and users with Submission or Administrative Privileges for the Collection may mark a publication as either Relevant or Not Relevant in the Status column.

Frequently Asked Questions

How can I determine if a publication is relevant?

Publications are considered relevant to a collection when the data shared is directly related to the project or collection.
Where does the NDA get the publications?

PubMed, an online library containing journals, articles, and medical research. Sponsored by NiH and National Library of Medicine (NLM).

Glossary

Create Study

A link to the Create an NDA Study page that can be clicked to start creating an NDA Study with information such as the title, journal and authors automatically populated.
Not Determined Publication

Indicates that the publication has not yet been reviewed and/or marked as Relevant or Not Relevant so it has not been determined whether an NDA Study is expected.
Not Relevant Publication

A publication that is not based on data related to the aims of the grant/project associated with the Collection or not based on any data such as a review article and, therefore, an NDA Study is not expected to be created.
PubMed

PubMed provides citation information for biomedical and life sciences publications and is managed by the U.S. National Institutes of Health's National Library of Medicine.
PubMed ID

The PUBMed ID is the unique ID number for the publication as recorded in the PubMed database.
Relevant Publication

A publication that is based on data related to the aims of the grant/project associated with the Collection and, therefore, an NDA Study is expected to be created.

Contact NDA Help Desk

Data Expected List: Mandatory Data Structures

These data structures are mandatory for your NDA Collection. Please update the Targeted Enrollment number to accurately represent the number of subjects you expect to submit for the entire study.

For NIMH HIV-related research that involves human research participants: Select the dictionary or dictionaries most appropriate for your research. If your research does not require all three data dictionaries, just ignore the ones you do not need. There is no need to delete extra data dictionaries from your NDA Collection. You can adjust the Targeted Enrollment column in the Data Expected tab to “0” for those unnecessary data dictionaries. At least one of the three data dictionaries must have a non-zero value.

Data Expected	Targeted Enrollment	Initial Submission	Subjects Submitted	Initial Share	Subjects Shared	Status
Research Subject and Pedigree	831	04/01/2023	831	08/01/2023	424	Approved

To create your project's Data Expected list, use the "+New Data Expected" to add or request existing structures and to request new Data Structures that are not in the NDA Data Dictionary.

If the Structure you need already exists, locate it and specify your dates and enrollment when adding it to your Data Expected list. If you require changes to the Structure you need, select the indicator stating "No, it requires changes to meet research needs," and upload a file containing your requested changes.

If the structure you need is not yet defined in the Data Dictionary, you can select "Upload Definition" and attach the necessary materials to request its creation.

When selecting the expected dates for your data, make sure to follow the standard Data Sharing Regimen and choose dates within the date ranges that correspond to your project start and end dates.

Please visit the Completing Your Data Expected Tutorial for more information.

Data Expected List: Data Structures per Research Aims

These data structures are specific to your research aims and should list all data structures in which data will be collected and submitted for this NDA Collection. Please update the Targeted Enrollment number to accurately represent the number of subjects you expect to submit for the entire study.

Data Expected	Targeted Enrollment	Initial Submission	Subjects Submitted	Initial Share	Subjects Shared	Status
Grooved Pegboard Test	831	08/30/2023	831	01/01/2024	424	Approved
Wechsler Adult Intelligence Scale	831	10/01/2024	831	02/01/2025	0	Approved
Physical Exam	831	10/01/2024	831	02/01/2025	0	Approved
Wide Range Achievement Test	831	08/30/2023	831	01/01/2024	424	Approved
Rey-Osterrieth Complex Figure	831	10/01/2024	831	02/01/2025	0	Approved
Adult Self Report	831	08/30/2023	831	01/01/2024	424	Approved
Imaging (Structural, fMRI, DTI, PET, microscopy)	831	08/30/2023	537	01/01/2024	424	Approved
UCLA Loneliness Scale	831	08/30/2023	831	01/01/2024	424	Approved
UPPS Impulsive Behavior Scale	831	08/30/2023	831	01/01/2024	424	Approved
Fregly Ataxia Test Battery	831	08/30/2023	831	01/01/2024	424	Approved
Customary Drinking and Drug Use Record	831	10/01/2024	831	02/01/2025	0	Approved
Ten Item Personality Measure	831	08/30/2023	831	01/01/2024	424	Approved
MacArthur Socioeconomic Status Questionnaire	831	08/30/2023	831	01/01/2024	424	Approved
Self-Rating of Effects of Alcohol (SRE)	831	08/30/2023	831	01/01/2024	424	Approved

Structure not yet defined

No Status history for this Data Expected has been recorded yet

helpcenter.collection.data-expected-tab

Collection - Data Expected

The Data Expected tab displays the list of all data that NDA expects to receive in association with the Collection as defined by the contributing researcher, as well as the dates for the expected initial upload of the data, and when it is first expected to be shared, or with the research community. Above the primary table of Data Expected, any publications determined to be relevant to the data within the Collection are also displayed - members of the contributing research group can use these to define NDA Studies, connecting those papers to underlying data in NDA.

The tab is used both as a reference for those accessing shared data, providing information on what is expected and when it will be shared, and as the primary tracking mechanism for contributing projects. It is used by both contributing primary researchers, secondary researchers, and NIH Program and Grants Management staff.

Researchers who are starting their project need to update their Data Expected list to include all the Data Structures they are collecting under their grant and set their initial submission and sharing schedule according to the NDA Data Sharing Regimen.

To add existing Data Structures from the Data Dictionary, to request new Data Structure that are not in the Dictionary, or to request changes to existing Data Structures, click "+New Data Expected".

For step-by-step instructions on how to add existing Data Structures, request changes to an existing Structure, or request a new Data Structure, please visit the Completing Your Data Expected Tutorial.

If you are a contributing researcher creating this list for the first time, or making changes to the list as your project progress, please note the following:

Although items you add to the list and changes you make are displayed, they are not committed to the system until you Save the entire page using the "Save" button at the bottom of your screen. Please Save after every change to ensure none of your work is lost.
If you attempt to add a new structure, the title you provide must be unique - if another structure exists with the same name your change will fail.
Adding a new structure to this list is the only way to request the creation of a new Data Dictionary definition.

Frequently Asked Questions

What is an NDA Data Structure?

An NDA Data Structure is comprised of multiple Data Elements to make up an electronic definition of an assessment, measure, questionnaire, etc will have a corresponding Data Structure.
What is the NDA Data Dictionary?

The NDA Data Dictionary is comprised of electronic definitions known as Data Structures.

Glossary

Analyzed Data

Data specific to the primary aims of the research being conducted (e.g. outcome measures, other dependent variables, observations, laboratory results, analyzed images, volumetric data, etc.) including processed images.
Data Item

Items listed on the Data Expected list in the Collection which may be an individual and discrete Data Structure, Data Structure Category, or Data Structure Group.
Data Structure

A defined organization and group of Data Elements to represent an electronic definition of a measure, assessment, questionnaire, or collection of data points. Data structures that have been defined in the NDA Data Dictionary are available at https://nda.nih.gov/general-query.html?q=query=data-structure
Data Structure Category

An NDA term describing the affiliation of a Data Structure to a Category, which may be disease/disorder or diagnosis related (Depression, ADHD, Psychosis), specific to data type (MRI, eye tracking, omics), or type of data (physical exam, IQ).
Data Structure Group

A Data Item listed on the Data Expected tab of a Collection that indicates a group of Data Structures (e.g., ADOS or SCID) for which data may be submitted instead of a specific Data Structure identified by version, module, edition, etc. For example, the ADOS Data Structure Category includes every ADOS Data Structure such as ADOS Module 1, ADOS Module 2, ADOS Module 1 - 2nd Edition, etc. The SCID Data Structure Group includes every SCID Data Structure such as SCID Mania, SCID V Mania, SCID PTSD, SCID-V Diagnosis, and more.
Evaluated Data

A new Data Structure category, Evaluated Data is analyzed data resulting from the use of computational pipelines in the Cloud and can be uploaded directly back to a miNDAR database. Evaluated Data is expected to be listed as a Data Item in the Collection's Data Expected Tab.
Imaging Data

Imaging+ is an NDA term which encompasses all imaging related data including, but not limited to, images (DTI, MRI, PET, Structural, Spectroscopy, etc.) as well as neurosignal data (EEG, fMRI, MEG, EGG, eye tracking, etc.) and Evaluated Data.
Initial Share Date

Initial Submission and Initial Share dates should be populated according to the NDA Data Sharing Terms and Conditions. Any modifications to these will go through the approval processes outlined above. Data will be shared with authorized users upon publication (via an NDA Study) or 1-2 years after the grant end date specified on the first Notice of Award, as defined in the applicable Data Sharing Terms and Conditions.
Initial Submission Date

Initial Submission and Initial Share dates should be populated according to these NDA Data Sharing Terms and Conditions. Any modifications to these will go through the approval processes outlined above. Data for all subjects is not expected on the Initial Submission Date and modifications may be made as necessary based on the project's conduct.
Research Subject and Pedigree

An NDA created Data Structure used to convey basic information about the subject such as demographics, pedigree (links family GUIDs), diagnosis/phenotype, and sample location that are critical to allow for easier querying of shared data.
Submission Cycle

The NDA has two Submission Cycles per year - January 15 and July 15.
Submission Exemption

An interface to notify NDA that data may not be submitted during the upcoming/current submission cycle.

Contact NDA Help Desk

Collection Owners and those with Collection Administrator permission, may edit a collection. The following is currently available for Edit on this page:

Associated Studies

Studies that have been defined using data from a Collection are important criteria to determine the value of data shared. The number of subjects column displays the counts from this Collection that are included in a Study, out of the total number of subjects in that study. The Data Use column represents whether or not the study is a primary analysis of the data or a secondary analysis. State indicates whether the study is private or shared with the research community.

Study NameFilter by Study Name	DOIFilter by DOI	AbstractFilter by Abstract	Collection/Study SubjectsFilter by Collection/Study Subjects	Data UsageFilter by Data Usage	StateFilter by State
No records found.

helpcenter.collection.associated-studies-tab

Collection - Associated Studies

Clicking on the Study Title will open the study details in a new internet browser tab. The Abstract is available for viewing, providing the background explanation of the study, as provided by the Collection Owner.

Primary v. Secondary Analysis: The Data Usage column will have one of these two choices. An associated study that is listed as being used for Primary Analysis indicates at least some and potentially all of the data used was originally collected by the creator of the NDA Study. Secondary Analysis indicates the Study owner was not involved in the collection of data, and may be used as supporting data.

Private v. Shared State: Studies that remain private indicate the associated study is only available to users who are able to access the collection. A shared study is accessible to the general public.

Frequently Asked Questions

How do I associate a study to my collection?

Studies are associated to the Collection automatically when the data is defined in the Study.

Glossary

Associated Studies Tab

A tab in a Collection that lists the NDA Studies that have been created using data from that Collection including both Primary and Secondary Analysis NDA Studies.

Contact NDA Help Desk

Edit

Choose File:	Select File
File Type:
Description:

Exemption Type*
From Date*
To Date*
Reason*	Characters Remaining:

Disclaimer

Filter Cart

Frequently Asked Questions

Glossary