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Enhancing research data infrastructure to address the opioid epidemic: the Opioid Overdose Network (O2-Net)
Leslie A Lenert1, Vivienne Zhu1, Lindsey Jennings2
1Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, USA.
Abstract:
Opioid Overdose Network is an effort to generalize and adapt an existing research data network, the Accrual to Clinical Trials (ACT) Network, to support design of trials for survivors of opioid overdoses presenting to emergency departments (ED). Four institutions (Medical University of South Carolina [MUSC], Dartmouth Medical School [DMS], University of Kentucky [UK], and University of California San Diego [UCSD]) worked to adapt the ACT network. The approach that was taken to enhance the ACT network focused on 4 activities: cloning and extending the ACT infrastructure, developing an e-phenotype and corresponding registry, developing portable natural language processing tools to enhance data capture, and developing automated documentation templates to enhance extended data capture. Overall, initial results suggest that tailoring of existing multipurpose federated research networks to specific tasks is feasible; however, substantial efforts are required for coordination of the subnetwork and development of new tools for extension of available data. The initial output of the project was a new approach to decision support for the prescription of naloxone for home use in the ED, which is under further study within the network.
Insights
Researchers adapted the Accrual to Clinical Trials (ACT) Network to create an Opioid Overdose Network. This network supports trials for emergency department patients surviving opioid overdoses.
Area of Science:
- * Clinical informatics
- * Public health research
- * Translational science
Background:
- * Adapting the Accrual to Clinical Trials (ACT) Network to support clinical trial design for opioid overdose survivors presenting to emergency departments (EDs).
- * Four institutions collaborated to generalize and adapt the existing ACT research data network.
Observation:
- * Key activities included cloning and extending the ACT infrastructure.
- * Development focused on an electronic phenotype, registry, portable natural language processing tools, and automated documentation templates.
- * The project aimed to enhance data capture and network capabilities for opioid overdose research.
Findings:
- * Tailoring multipurpose federated research networks for specific tasks is feasible.
- * Significant coordination and new tool development are necessary for subnetwork enhancement.
- * An initial output is a decision support tool for take-home naloxone prescription in the ED.
Implications:
- * Demonstrates the feasibility of adapting existing research networks for specialized public health initiatives.
- * Highlights the need for robust infrastructure and collaborative efforts in managing complex health data.
- * The developed decision support tool has the potential to improve post-overdose care and reduce readmissions.
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