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Identifying impulsivity and substance use measures in neuroimaging datasets: A scoping review and searchable dataset
Maria I Perica1, Gaylen Fronk1, Anna E Kirkland1
1Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina.
Purpose Of Review:
Impulsivity is a risk factor for problematic substance use. Understanding its neural underpinnings requires large neuroimaging samples, which are difficult and costly to obtain. This scoping review aimed to identify open-access datasets that allow researchers to investigate the neural basis of impulsivity in relation to substance use.
Recent Findings:
We searched PubMed, Scopus, and major data repositories. 35 openly available datasets with over 200 participants (ranging from 200 - 500,000) were identified that contain 1) impulsivity, 2) substance use, and 3) neuroimaging measures. We compiled this information into a searchable, interactive Shiny-based application to help researchers identify relevant datasets.
Summary:
Although access to large datasets is improving, more progress is needed to ensure data are findable, accessible, interoperable, and reusable. This review lowers barriers to using open-access data by guiding researchers toward available datasets relevant to the neural basis of impulsivity and substance use, as well as provides recommendations for future data sharing.
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