In replication, mega analysis, and meta-analysis that are critical to the advancement of neuroimaging research, a critical question is how to harness already-collected data for replication purposes efficiently and rigorously. Much of the present efforts on reproducibility science assumes that appropriate datasets are available. While many different neuroimaging databases exist, they have different languages, formats, and usually do not communicate with each other. Moreover, neuroimaging data are collected in hundreds of laboratories each year, forming the ?long tail of science? data. Much of this data are described in journal publications but remain underutilized. A critical gap therefore exists in getting enough data of the right kind to the scientist. We propose the NeuroBridge, a data sharing infrastructure that combines innovative techniques and established technologies in a platform that will greatly enhance the reuse of critical neuroscience data sets.

Public Health Relevance

Our research develops technologies that address critical gaps in big data clinical neuroscience research. Our proposed research includes collaboration with addiction projects such as COINSTAC and ENIGMA- addiction. These efforts will leverage technologies that can ?expand access to increasingly larger databases ? along with rapid advances in analytic, computational, and information technologies,? and increase scientific rigor and reproducibility that will lead to ?improved quality and credibility of addiction research and advancement in research on drug use and addiction,? key cross-cutting themes of the National Institute on Drug Abuse (NIDA). Moreover, our focus on developing advanced informatics tools for ?Big Data and Computational Science? is in direct alignment with the goals of the Division of Neuroscience and Behavior (DNB) with NIDA. Our above proposed collaborations can further the NIDA mission of ?identifying the neural circuits underlying drug addiction and their functional properties,? and ?the causes and consequences of drugs of abuse and addiction across the lifespan and to guide treatment strategies.?

Agency
National Institute of Health (NIH)
Institute
National Institute on Drug Abuse (NIDA)
Type
Research Project (R01)
Project #
1R01DA053028-01
Application #
10153978
Study Section
Special Emphasis Panel (ZRG1)
Program Officer
Wright, Susan Nicole
Project Start
2020-09-01
Project End
2024-07-31
Budget Start
2020-09-01
Budget End
2021-07-31
Support Year
1
Fiscal Year
2020
Total Cost
Indirect Cost
Name
Northwestern University at Chicago
Department
Psychiatry
Type
Schools of Medicine
DUNS #
005436803
City
Chicago
State
IL
Country
United States
Zip Code
60611