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	Illumina Infinium PsychArray BeadChip Assay	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

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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.

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

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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.

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Connectomes Related to Anxiety and Depression in Adolescents (BANDA) #3037

General
Experiments (5)
Shared Data
Publications (59)
Data Expected (28)
Associated Studies (2)

Collection Title	Collection Investigators	Collection Description
Collection Title:	Connectomes Related to Anxiety and Depression in Adolescents (BANDA)
Collection Investigators:	Susan Whitfield-Gabrieli and John Gabrieli
Collection Description:	This collection was in response to the Connectome Related to Human Disease U01 Funding Opportunity and a National Institute of Mental Health's priority area on mood and anxiety. Data were collected/curated in a collaborative effort among researchers at the Massachusetts General Hospital, Massachusetts Institute of Technology, McLean Hospital, Boston University, and the Human Connectome Project / Connectomes Coordination Facility at Washington University in St. Louis. Collection aliases: The Boston Adolescent Neuroimaging of Depression and Anxiety Consortium (BANDA). Please visit the most recent NDA-Boston Adolescent Neuroimaging of Depression & Anxiety (BANDA) Release landing page for up-to-date data and descriptions.
Data Repository:	Connectome Coordination Facility
Permission Group:
Collection Creation Date:	09/06/2018
NIH Research Initiative:	Human Connectome Project (HCP)
Collection Phase:	Funding Completed
Collection Sub-Phase:	Close Out
Blinded Clinical Trial:	No
Total Funded Amount:	$1,235,145.00
Subjects Shared:	215

{"values":[]}

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Funding Sources:

Funding Source Name	Funding Source URL
NIH - Extramural	None

Supporting Documentation:

File Name	File Type	Description	Audience
https://www.humanconnectome.org/study/connectomes-related-anxiety-depression/project-protocols	Methods	Imaging protocols	General Public

Grant Information:

Project Number	Project Title	Start Date	End Date	Planned Enrollment	Actual Enrollment	Organization	Funds Obligated
U01MH108168-01	Connectomes Related to Anxiety and Depression in Adolescents	09/16/2015	06/30/2019	450	738	MASSACHUSETTS INSTITUTE OF TECHNOLOGY	$1,235,145.00

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
1722	Resting	04/06/2021	Approved	fMRI
1723	Incentive Processing Task	04/06/2021	Approved	fMRI
1724	Emotion Processing Task	04/06/2021	Approved	fMRI
1725	Emotion Interference Task	04/06/2021	Approved	fMRI
1726	Face-matching Task 2	04/06/2021	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
Behavioral Inhibition Scale/Behavioral Activation Scale	Clinical Assessments	214
Chapman Handedness	Clinical Assessments	211
Child Behavior Checklist (CBCL) 6-18	Clinical Assessments	209
Columbia Suicide Severity Rating Scale	Clinical Assessments	214
Delay Discounting Task	Clinical Assessments	214
Demographics	Clinical Assessments	210
Dimensional Change Card Sort Test (DCCS)	Clinical Assessments	209
Family History Screen	Clinical Assessments	215
Flanker Task	Clinical Assessments	209
Imaging Collection	Imaging	207
Kiddie-Sads Summary Diagnoses	Clinical Assessments	215
Kiddie-Sads Summary Diagnoses. Part II	Clinical Assessments	215
Mood and Anxiety Symptom Questionnaire	Clinical Assessments	209
Moods and Feelings Questionnaire	Clinical Assessments	215
NEO-Five Factor Inventory	Clinical Assessments	211
NIH Toolbox List Sorting Working Memory Test	Clinical Assessments	209
NIH Toolbox Oral Reading Recognition Test	Clinical Assessments	209
Pattern Comparison Processing Speed	Clinical Assessments	209
Penn Emotion Recognition Task	Clinical Assessments	214
Penn Matrix Reasoning Test	Clinical Assessments	214
Penn Word Memory Test	Clinical Assessments	214
Processed MRI Data	Imaging	203
Research Subject	Clinical Assessments	215
Retrospective Measure of Behavioral Inhibition	Clinical Assessments	208
Revised Child Anxiety and Depression Scale (RCADS)	Clinical Assessments	214
Risky Behavior Questionnaire for Adolescents	Clinical Assessments	214
Snaith-Hamilton Pleasure Scale	Clinical Assessments	214
State-Trait Anxiety Inventory for Adults	Clinical Assessments	215
Stress and Adversity Inventory	Clinical Assessments	207
Tanner Sexual Maturity Scale	Clinical Assessments	214
WASI-2	Clinical Assessments	215

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
39193065	Create Study	Default Mode and Frontoparietal Network Dynamics: Associations with Familial Risk for Depression and Stress Sensitivity.	Journal of mood and anxiety disorders	Belleau, Emily L; Kremens, Rebecca; Bolton, Thomas A W; Bondy, Erin; Pisoni, Angela; Auerbach, Randy P; Pizzagalli, Diego A	June 1, 2023	Not Determined
39095370	Create Study	The Human Connectome Project of adolescent anxiety and depression dataset.	Scientific data	Hubbard, N A; Bauer, C C C; Siless, V; Auerbach, R P; Elam, J S; Frosch, I R; Henin, A; Hofmann, S G; Hodge, M R; Jones, R; Lenzini, P; Lo, N; Park, A T; Pizzagalli, D A; Vaz-DeSouza, F; Gabrieli, J D E; Whitfield-Gabrieli, S; Yendiki, A; Ghosh, S S	August 2, 2024	Not Determined
38665227	Create Study	Metta-Based Therapy for Chronic Depression: a Wait List Control Trial.	Mindfulness	Stangier, Ulrich; Frick, Artjom; Thinnes, Isabel; Arens, Elisabeth A; Hofmann, Stefan G	December 1, 2021	Not Determined
38645510	Create Study	[Video-Based Online Metta-Meditation Therapy for Depression: A Pilot Trial Evaluating the Acceptability and Feasibility].	Verhaltenstherapie	Arens, Elisabeth A; Donnerstag, Lucas; Hofmann, Stefan G; Stangier, Ulrich	April 1, 2024	Not Determined
38388454	Create Study	Neural sensitivity following stress predicts anhedonia symptoms: a 2-year multi-wave, longitudinal study.	Translational psychiatry	Kirshenbaum, Jaclyn S; Pagliaccio, David; Pizzagalli, Diego A; Auerbach, Randy P	February 22, 2024	Not Determined
38357431	Create Study	Do We Need a Novel Framework for Classifying Psychopathology? A Discussion Paper.	Clinical psychology in Europe	Rief, Winfried; Hofmann, Stefan G; Berg, Max; Forbes, Miriam K; Pizzagalli, Diego A; Zimmermann, Johannes; Fried, Eiko; Reed, Geoffrey M	December 1, 2023	Not Determined
38216235	Create Study	The Relationship Between Psychological Inflexibility and Well-Being in Adults: A Meta-Analysis of the Acceptance and Action Questionnaire.	Behavior therapy	Ong, Clarissa W; Barthel, Abigail L; Hofmann, Stefan G	January 1, 2024	Not Determined
37979218	Create Study	What good are positive emotions for treatment? A replication test of whether trait positive emotionality predicts response to exposure therapy for social anxiety disorder.	Behaviour research and therapy	Taylor, Charles T; Rosenfield, David; Dowd, Sheila M; Dutcher, Christina D; Hofmann, Stefan G; Otto, Michael W; Pollack, Mark H; Smits, Jasper A J	December 1, 2023	Not Determined
37863584	Create Study	The Idionomic Future of Cognitive Behavioral Therapy: What Stands Out From Criticisms of ACT Development.	Behavior therapy	Hayes, Steven C; Hofmann, Stefan G; Ciarrochi, Joseph	November 1, 2023	Not Determined
37620407	Create Study	Formalizing psychological interventions through network control theory.	Scientific reports	Stocker, Julia Elina; Koppe, Georgia; Reich, Hanna; Heshmati, Saeideh; Kittel-Schneider, Sarah; Hofmann, Stefan G; Hahn, Tim; van der Maas, Han L J; Waldorp, Lourens; Jamalabadi, Hamidreza	August 24, 2023	Not Determined
37577773	Create Study	Effect of cognitive behavioural therapy and yoga for generalised anxiety disorder on sleep quality in a randomised controlled trial: the role of worry, mindfulness, and perceived stress as mediators.	Journal of sleep research	Jacoby, Ryan J; Brown, Mackenzie L; Wieman, Sarah T; Rosenfield, David; Hoeppner, Susanne S; Bui, Eric; Hoge, Elizabeth A; Khalsa, Sat Bir S; Hofmann, Stefan G; Simon, Naomi M	February 1, 2024	Not Determined
37399757	Create Study	Using pre-treatment de novo threat conditioning outcomes to predict treatment response to DCS augmentation of exposure-based CBT.	Journal of psychiatric research	Lubin, Rebecca E; Fitzgerald, Hayley E; Rosenfield, David; Carpenter, Joseph K; Papini, Santiago; Dutcher, Christina D; Dowd, Sheila M; Hofmann, Stefan G; Pollack, Mark H; Smits, Jasper A J; Otto, Michael W	August 1, 2023	Not Determined
37398118	Create Study	Neural Sensitivity following Stress Predicts Anhedonia Symptoms: A 2-Year Multi-wave, Longitudinal Study.	Research square	Pagliaccio, David; Pizzagalli, Diego; Auerbach, Randy; Kirshenbaum, Jaclyn	June 17, 2023	Not Determined
36529035	Create Study	Automated detection of axonal damage along white matter tracts in acute severe traumatic brain injury.	NeuroImage. Clinical	Maffei, Chiara; Gilmore, Natalie; Snider, Samuel B; Foulkes, Andrea S; Bodien, Yelena G; Yendiki, Anastasia; Edlow, Brian L	January 1, 2023	Not Determined
36378714	Create Study	Brain-wide connectome inferences using functional connectivity MultiVariate Pattern Analyses (fc-MVPA).	PLoS computational biology	Nieto-Castanon, Alfonso	November 1, 2022	Not Determined
35863243	Create Study	Evolving an idionomic approach to processes of change: Towards a unified personalized science of human improvement.	Behaviour research and therapy	Hayes, Steven C; Ciarrochi, Joseph; Hofmann, Stefan G; Chin, Fredrick; Sahdra, Baljinder	September 1, 2022	Not Determined
35851956	Create Study	The potential mediating role of anxiety sensitivity in the impact of mindfulness training on anxiety and depression severity and impairment: A randomized controlled trial.	Scandinavian journal of psychology	Xie, Qiang; Guan, Ye; Hofmann, Stefan G; Jiang, Ting; Liu, Xinghua	February 1, 2023	Not Determined
35079126	Create Study	Putting the "mental" back in "mental disorders": a perspective from research on fear and anxiety.	Molecular psychiatry	Taschereau-Dumouchel, Vincent; Michel, Matthias; Lau, Hakwan; Hofmann, Stefan G; LeDoux, Joseph E	March 1, 2022	Not Determined
34780916	Create Study	Using diffusion MRI data acquired with ultra-high gradient strength to improve tractography in routine-quality data.	NeuroImage	Maffei, C; Lee, C; Planich, M; Ramprasad, M; Ravi, N; Trainor, D; Urban, Z; Kim, M; Jones, R J; Henin, A; Hofmann, S G; Pizzagalli, D A; Auerbach, R P; Gabrieli, J D E; Whitfield-Gabrieli, S; Greve, D N; Haber, S N; Yendiki, A	December 15, 2021	Not Determined
34732328	Create Study	Convergence, preliminary findings and future directions across the four human connectome projects investigating mood and anxiety disorders.	NeuroImage	Tozzi, Leonardo; Anene, Esther T; Gotlib, Ian H; Wintermark, Max; Kerr, Adam B; Wu, Hua; Seok, Darsol; Narr, Katherine L; Sheline, Yvette I; Whitfield-Gabrieli, Susan; Williams, Leanne M	December 15, 2021	Not Determined
34632875	Create Study	Distinct and interacting impacts of trait anxiety and a state anxiety manipulation on attentional switching.	Anxiety, stress, and coping	Barthel, Abigail L; Aderka, Idan M; Byrne, Andrew J; Peckham, Andrew D; Hofmann, Stefan G	July 1, 2022	Not Determined
34010494	Create Study	Sleep quality and outcome of exposure therapy in adults with social anxiety disorder.	Depression and anxiety	Dutcher, Christina D; Dowd, Sheila M; Zalta, Alyson K; Taylor, Daniel J; Rosenfield, David; Perrone, Alexander; Otto, Michael W; Pollack, Mark H; Hofmann, Stefan G; Smits, Jasper A J	November 1, 2021	Not Determined
33965516	Create Study	Reward-Related Neural Circuitry in Depressed and Anxious Adolescents: A Human Connectome Project.	Journal of the American Academy of Child and Adolescent Psychiatry	Auerbach, Randy P; Pagliaccio, David; Hubbard, Nicholas A; Frosch, Isabelle; Kremens, Rebecca; Cosby, Elizabeth; Jones, Robert; Siless, Viviana; Lo, Nicole; Henin, Aude; Hofmann, Stefan G; Gabrieli, John D E; Yendiki, Anastasia; Whitfield-Gabrieli, Susan; Pizzagalli, Diego A	February 1, 2022	Not Determined
33930610	Create Study	When two hearts beat as one: Heart-rate synchrony in social anxiety disorder.	Behaviour research and therapy	Asher, Maya; Barthel, Abigail L; Hofmann, Stefan G; Okon-Singer, Hadas; Aderka, Idan M	June 1, 2021	Not Determined
33596680	Create Study	Improving Suicide Prevention Through Evidence-Based Strategies: A Systematic Review.	The American journal of psychiatry	Mann, J John; Michel, Christina A; Auerbach, Randy P	July 1, 2021	Not Determined
33210245	Create Study	Functional Alterations in Cerebellar Functional Connectivity in Anxiety Disorders.	Cerebellum (London, England)	Lee, Yoon Ji; Guell, Xavier; Hubbard, Nicholas A; Siless, Viviana; Frosch, Isabelle R; Goncalves, Mathias; Lo, Nicole; Nair, Atira; Ghosh, Satrajit S; Hofmann, Stefan G; Auerbach, Randy P; Pizzagalli, Diego A; Yendiki, Anastasia; Gabrieli, John D E; Whitfield-Gabrieli, Susan; Anteraper, Sheeba Arnold	June 1, 2021	Not Determined
33160881	Create Study	Reward Functioning Abnormalities in Adolescents at High Familial Risk for Depressive Disorders.	Biological psychiatry. Cognitive neuroscience and neuroimaging	Belleau, Emily L; Kremens, Rebecca; Ang, Yuen-Siang; Pisoni, Angela; Bondy, Erin; Durham, Katherine; Auerbach, Randy P; Pizzagalli, Diego A	March 1, 2021	Not Determined
32932093	Create Study	A process-based approach to psychological diagnosis and treatment:The conceptual and treatment utility of an extended evolutionary meta model.	Clinical psychology review	Hayes, Steven C; Hofmann, Stefan G; Ciarrochi, Joseph	December 1, 2020	Not Determined
32801086	Create Study	Clinical psychology is an applied evolutionary science.	Clinical psychology review	Hayes, Steven C; Hofmann, Stefan G; Wilson, David Sloan	November 1, 2020	Not Determined
32782140	Create Study	Neural Correlates Associated With Suicide and Nonsuicidal Self-injury in Youth.	Biological psychiatry	Auerbach, Randy P; Pagliaccio, David; Allison, Grace O; Alqueza, Kira L; Alonso, Maria Fernanda	January 15, 2021	Not Determined
32670135	Create Study	The Mediating Role of Non-reactivity to Mindfulness Training and Cognitive Flexibility: A Randomized Controlled Trial.	Frontiers in psychology	Zou, Yingmin; Li, Ping; Hofmann, Stefan G; Liu, Xinghua	January 1, 2020	Not Determined
32661451	Create Study	Emotion Regulation Flexibility in Generalized Anxiety Disorder.	Journal of psychopathology and behavioral assessment	Conroy, Kristina; Curtiss, Joshua E; Barthel, Abigail L; Lubin, Rebecca; Wieman, Sarah; Bui, Eric; Simon, Naomi M; Hofmann, Stefan G	March 1, 2020	Not Determined
32408198	Create Study	Cingulum-Callosal white-matter microstructure associated with emotional dysregulation in children: A diffusion tensor imaging study.	NeuroImage. Clinical	Hung, Yuwen; Uchida, Mai; Gaillard, Schuyler L; Woodworth, Hilary; Kelberman, Caroline; Capella, James; Kadlec, Kelly; Goncalves, Mathias; Ghosh, Satrajit; Yendiki, Anastasia; Chai, Xiaoqian J; Hirshfeld-Becker, Dina R; Whitfield-Gabrieli, Susan; Gabrieli, John D E; Biederman, Joseph	January 1, 2020	Not Determined
32402254	Create Study	Affective Styles in Panic Disorder and Specific Phobia: Changes Through Cognitive Behavior Therapy and Prediction of Remission.	Behavior therapy	Totzeck, Christina; Teismann, Tobias; Hofmann, Stefan G; von Brachel, Ruth; Zhang, Xiao Chi; Wannemüller, Andre; Pflug, Verena; Margraf, Jürgen	May 1, 2020	Not Determined
32379000	Create Study	Reward-Sensitive Basal Ganglia Stabilize the Maintenance of Goal-Relevant Neural Patterns in Adolescents.	Journal of cognitive neuroscience	Hubbard, Nicholas A; Romeo, Rachel R; Grotzinger, Hannah; Giebler, Melissa; Imhof, Andrea; Bauer, Clemens C C; Gabrieli, John D E	August 1, 2020	Not Determined
32361633	Create Study	Brain function and clinical characterization in the Boston adolescent neuroimaging of depression and anxiety study.	NeuroImage. Clinical	Hubbard, N A; Siless, V; Frosch, I R; Goncalves, M; Lo, N; Wang, J; Bauer, C C C; Conroy, K; Cosby, E; Hay, A; Jones, R; Pinaire, M; Vaz De Souza, F; Vergara, G; Ghosh, S; Henin, A; Hirshfeld-Becker, D R; Hofmann, S G; Rosso, I M; Auerbach, R P; Pizzagalli, D A; Yendiki, A; Gabrieli, J D E; Whitfield-Gabrieli, S	January 1, 2020	Not Determined
32359229	Create Study	Treatments for internet addiction, sex addiction and compulsive buying: A meta-analysis.	Journal of behavioral addictions	Goslar, Martina; Leibetseder, Max; Muench, Hannah M; Hofmann, Stefan G; Laireiter, Anton-Rupert	April 1, 2020	Not Determined
32339824	Create Study	Image acquisition and quality assurance in the Boston Adolescent Neuroimaging of Depression and Anxiety study.	NeuroImage. Clinical	Siless, Viviana; Hubbard, Nicholas A; Jones, Robert; Wang, Jonathan; Lo, Nicole; Bauer, Clemens C C; Goncalves, Mathias; Frosch, Isabelle; Norton, Daniel; Vergara, Genesis; Conroy, Kristina; De Souza, Flavia Vaz; Rosso, Isabelle M; Wickham, Aleena Hay; Cosby, Elizabeth Ann; Pinaire, Megan; Hirshfeld-Becker, Dina; Pizzagalli, Diego A; Henin, Aude; Hofmann, Stefan G; Auerbach, Randy P; Ghosh, Satrajit; Gabrieli, John; Whitfield-Gabrieli, Susan; Yendiki, Anastasia	January 1, 2020	Not Determined
32151759	Create Study	Registration-free analysis of diffusion MRI tractography data across subjects through the human lifespan.	NeuroImage	Siless, Viviana; Davidow, Juliet Y; Nielsen, Jared; Fan, Qiuyun; Hedden, Trey; Hollinshead, Marisa; Beam, Elizabeth; Vidal Bustamante, Constanza M; Garrad, Megan C; Santillana, Rosario; Smith, Emily E; Hamadeh, Aya; Snyder, Jenna; Drews, Michelle K; Van Dijk, Koene R A; Sheridan, Margaret; Somerville, Leah H; Yendiki, Anastasia	July 1, 2020	Not Determined
32035297	Create Study	Beyond linear mediation: Toward a dynamic network approach to study treatment processes.	Clinical psychology review	Hofmann, Stefan G; Curtiss, Joshua E; Hayes, Steven C	March 1, 2020	Not Determined
31751877	Create Study	The relationship between trait mindfulness and affective symptoms: A meta-analysis of the Five Facet Mindfulness Questionnaire (FFMQ).	Clinical psychology review	Carpenter, Joseph K; Conroy, Kristina; Gomez, Angelina F; Curren, Laura C; Hofmann, Stefan G	December 1, 2019	Not Determined
31680163	Create Study	Delineating the social valuation network in adolescents.	Social cognitive and affective neuroscience	Kumar, Poornima; Pisoni, Angela; Bondy, Erin; Kremens, Rebecca; Singleton, Paris; Pizzagalli, Diego A; Auerbach, Randy P	November 1, 2019	Not Determined
31634568	Create Study	Brain Volume Abnormalities in Youth at High Risk for Depression: Adolescent Brain and Cognitive Development Study.	Journal of the American Academy of Child and Adolescent Psychiatry	Pagliaccio, David; Alqueza, Kira L; Marsh, Rachel; Auerbach, Randy P	October 1, 2020	Not Determined
31588252	Create Study	Differences in Compassion, Well-being, and Social Anxiety between Japan and the USA.	Mindfulness	Arimitsu, Kohki; Hitokoto, Hidefumi; Kind, Shelley; Hofmann, Stefan G	May 1, 2019	Not Determined
31537989	Create Study	Effect of Acceptance versus Attention on Pain Tolerance: Dissecting Two Components of Mindfulness.	Mindfulness	Wang, Yuzheng; Qi, Zhenzhen; Hofmann, Stefan G; Si, Mei; Liu, Xinghua; Xu, Wei	July 1, 2019	Not Determined
31203734	Create Study	Imagine there are no therapy brands, it isn''t hard to do.	Psychotherapy research : journal of the Society for Psychotherapy Research	Hofmann, Stefan G	March 1, 2020	Not Determined
31030879	Create Study	The Effect of a Brief Mindfulness Training on Distress Tolerance and Stress Reactivity.	Behavior therapy	Carpenter, Joseph K; Sanford, Jenny; Hofmann, Stefan G	May 1, 2019	Not Determined
30865251	Create Study	Toward an Improved Understanding of Anhedonia.	JAMA psychiatry	Auerbach, Randy P; Pagliaccio, David; Pizzagalli, Diego A	June 1, 2019	Not Determined
30713811	Create Study	The Future of Intervention Science: Process-Based Therapy.	Clinical psychological science : a journal of the Association for Psychological Science	Hofmann, Stefan G; Hayes, Steven C	January 1, 2019	Not Determined
30677502	Create Study	Quantification of structural brain connectivity via a conductance model.	NeuroImage	Frau-Pascual, Aina; Fogarty, Morgan; Fischl, Bruce; Yendiki, Anastasia; Aganj, Iman; Alzheimer's Disease Neuroimaging Initiative	April 1, 2019	Not Determined
30348451	Create Study	The role of the individual in the coming era of process-based therapy.	Behaviour research and therapy	Hayes, Steven C; Hofmann, Stefan G; Stanton, Cory E; Carpenter, Joseph K; Sanford, Brandon T; Curtiss, Joshua E; Ciarrochi, Joseph	June 1, 2019	Not Determined
29806492	Create Study	Comparing the efficacy of benzodiazepines and serotonergic anti-depressants for adults with generalized anxiety disorder: a meta-analytic review.	Expert opinion on pharmacotherapy	Gomez, Angelina F; Barthel, Abigail L; Hofmann, Stefan G	June 2018	Not Determined
29777110	Create Study	Using network analysis for the prediction of treatment dropout in patients with mood and anxiety disorders: A methodological proof-of-concept study.	Scientific reports	Lutz, Wolfgang; Schwartz, Brian; Hofmann, Stefan G; Fisher, Aaron J; Husen, Kristin; Rubel, Julian A	May 2018	Not Determined
29550689	Create Study	Rethinking avoidance: Toward a balanced approach to avoidance in treating anxiety disorders.	Journal of anxiety disorders	Hofmann, Stefan G; Hay, Aleena C	April 2018	Not Determined
29434552	Create Study	Why Cognitive Behavioral Therapy Is the Current Gold Standard of Psychotherapy.	Frontiers in psychiatry	David, Daniel; Cristea, Ioana; Hofmann, Stefan G	January 2018	Not Determined
29100937	Create Study	AnatomiCuts: Hierarchical clustering of tractography streamlines based on anatomical similarity.	NeuroImage	Siless, Viviana; Chang, Ken; Fischl, Bruce; Yendiki, Anastasia	February 2018	Not Determined
28231282	Create Study	Mindboggling morphometry of human brains.	PLoS computational biology	Klein, Arno; Ghosh, Satrajit S; Bao, Forrest S; Giard, Joachim; Häme, Yrjö; Stavsky, Eliezer; Lee, Noah; Rossa, Brian; Reuter, Martin; Chaibub Neto, Elias; Keshavan, Anisha	February 1, 2017	Not Determined
28184415	Create Study	A Systematic Relationship Between Functional Connectivity and Intracortical Myelin in the Human Cerebral Cortex.	Cerebral cortex (New York, N.Y. : 1991)	Huntenburg, Julia M; Bazin, Pierre-Louis; Goulas, Alexandros; Tardif, Christine L; Villringer, Arno; Margulies, Daniel S	February 2017	Not Determined
27791099	Create Study	Situating the default-mode network along a principal gradient of macroscale cortical organization.	Proceedings of the National Academy of Sciences of the United States of America	Margulies DS, Ghosh SS, Goulas A, Falkiewicz M, Huntenburg JM, Langs G, Bezgin G, Eickhoff SB, Castellanos FX, Petrides M, Jefferies E, Smallwood J	November 2016	Not Determined

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	140	01/01/2019	215	02/08/2019	215	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
Penn Emotion Recognition Task-40	140	01/01/2019	214	02/08/2019	214	Approved
Medical History	140	01/01/2019	215	02/08/2019	215	Approved
Child Anxiety and Depression Scale - Revised (RCADS)	140	01/01/2019	214	02/08/2019	214	Approved
Mood and Anxiety Symptom Questionnaire	140	01/01/2019	209	02/08/2019	209	Approved
Wechsler Abbreviated Scale of Intelligence (WASI)	140	01/01/2019	215	02/08/2019	215	Approved
NEO Personality Inventory	140	01/01/2019	211	02/08/2019	211	Approved
Demographics	140	01/01/2019	210	02/08/2019	210	Approved
Child Behavior Checklist (CBCL)	140	01/01/2019	209	02/08/2019	209	Approved
Moods and Feelings Questionnaire	140	01/01/2019	215	02/08/2019	215	Approved
Tanner Sexual Maturity Scale	140	01/01/2019	214	02/08/2019	214	Approved
Kiddie-Sads (K-SADS)	140	01/01/2019	215	02/08/2019	215	Approved
Handedness Form	140	01/01/2019	211	02/08/2019	211	Approved
Pattern Comparison Processing Speed	140	01/01/2019	209	02/08/2019	209	Approved
List Sorting Working Memory Test	140	01/01/2019	209	02/08/2019	209	Approved
State-Trait Anxiety Inventory for Adults	140	01/01/2019	215	02/08/2019	215	Approved
Dimensional Change Card Sort Test	140	01/01/2019	209	02/08/2019	209	Approved
Behavioral Inhibition Scale/Behavioral Activation Scale	140	01/01/2019	214	02/08/2019	214	Approved
Snaith-Hamilton Pleasure Scale	140	01/01/2019	214	02/08/2019	214	Approved
Delay Discounting Task	140	01/01/2019	214	02/08/2019	214	Approved
Flanker Task	140	01/01/2019	209	02/08/2019	209	Approved
NIH Toolbox Oral Reading Recognition Test	140	01/01/2019	209	02/08/2019	209	Approved
Retrospective Measure of Behavioral Inhibition (RMBI)	140	01/01/2019	208	02/08/2019	208	Approved
Stress and Adversity Inventory	140	01/01/2019	207	02/08/2019	207	Approved
Risky Behavior Questionnaire for Adolescents	140	01/01/2019	214	02/08/2019	214	Approved
Penn Word Memory Test	140	01/01/2019	214	02/08/2019	214	Approved
Columbia Suicide Severity Rating Scale	140	01/01/2019	214	02/08/2019	214	Approved
Penn Matrix Reasoning Test	140	01/01/2019	214	02/08/2019	214	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	AbstractFilter by Abstract	Collection/Study SubjectsFilter by Collection/Study Subjects	Data UsageFilter by Data Usage	StateFilter by State
Boston Adolescent Neuroimaging of Depression & Anxiety (BANDA) Release 1.0	The Boston Adolescent Neuroimaging of Depression and Anxiety (BANDA) study was the first Human Connectome Project (HCP) of adolescent anxiety and depression. This study was part of the broader Connectomes Related to Human Diseases (CRHD) initiative subsumed under the parent HCP. There were three primary goals of the BANDA study: a) Collect a rich dataset of brain imaging, clinical, and cognitive/neuropsychological measures from anxious and/or depressed, as well as typical adolescents, and to make these data available to the biomedical research community; b) Stimulate the development of resources for researchers to create adolescent-specific tools (e.g., white matter and functional connectivity atlases) to enhance the analysis of structural and functional brain development; and c) Collect longitudinal clinical data to allow researchers to use these data to test predictive markers of the development, progression, and remission of depressive and anxious symptoms in adolescence. The BANDA study collected magnetic resonance imaging, clinical, and cognitive/neuropsychological measures from adolescents (imaging acquired at ages 14-17). Data were collected from 215 adolescents; 152 of whom had a current diagnosis of a DSM-5 (APA, 2013) anxious and/or depressive disorder. The BANDA Release 1.0 includes unprocessed and minimally preprocessed structural MRI, resting state fMRI, task fMRI and diffusion MRI data for up to 207 subjects, plus phenotypic data for up to 215 subjects. For details of all the measures included in this release and access instructions see the 1.0 Release documentation at https://www.humanconnectome.org/study/connectomes-related-anxiety-depression/document/banda-release-10.	215/215	Primary Analysis	Shared
Boston Adolescent Neuroimaging of Depression & Anxiety (BANDA) Release 1.1	The Boston Adolescent Neuroimaging of Depression and Anxiety (BANDA) study was the first Human Connectome Project (HCP) of adolescent anxiety and depression. This study was part of the broader Connectomes Related to Human Diseases (CRHD) initiative subsumed under the parent HCP. There were three primary goals of the BANDA study: a) Collect a rich dataset of brain imaging, clinical, and cognitive/neuropsychological measures from anxious and/or depressed, as well as typical adolescents, and to make these data available to the biomedical research community; b) Stimulate the development of resources for researchers to create adolescent-specific tools (e.g., white matter and functional connectivity atlases) to enhance the analysis of structural and functional brain development; and c) Collect longitudinal clinical data to allow researchers to use these data to test predictive markers of the development, progression, and remission of depressive and anxious symptoms in adolescence. The BANDA study collected magnetic resonance imaging, clinical, and cognitive/neuropsychological measures from adolescents (imaging acquired at ages 14-17). Data were collected from 215 adolescents; 152 of whom had a current diagnosis of a DSM-5 (APA, 2013) anxious and/or depressive disorder. The BANDA Release 1.1 includes unprocessed and minimally preprocessed structural MRI, resting state fMRI, task fMRI and diffusion MRI data for up to 207 subjects, plus updated phenotypic data for up to 215 subjects. BANDA Release 1.1 on NDA contains changes to non-MRI data from the BANDA 1.0 Release. Corrections were made to some elements and/or new composite/summary elements were added to several NDA structures (see change log in documentation). For details of all the measures included in this release and access instructions see the 1.1 Release documentation at https://www.humanconnectome.org/study/connectomes-related-anxiety-depression/document/banda-release-11.	215/215	Primary Analysis	Shared

* Data not on individual level

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

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Glossary