A semi-automated tool for improving Assessments and Lab Tests data annotation in ImmPort

Authors

Tursi, A. R., Fortriede, J. D., Burns, K., Saba, N., Pirani, P., Strub, M. D., Dunn, P., Schaefer, H., Andorf, S.

Abstract

Public data sharing in immunological and clinical research is essential for transparency, reproducibility, and secondary analysis. However, many datasets in repositories such as ImmPort lack sufficient structured data to enable reuse. ImmPort's Assessments and Lab Tests templates -- which capture critical clinical information -- are often incomplete or omitted due to their complexity and the manual effort required. To address this challenge, an application with a graphical user interface requiring no programming was developed to facilitate population of these templates. The tool streamlines the submission process by reducing time and complexity for data contributors while ensuring template formatting. It integrates ImmPort files, study-specific data files, and a curated data dictionary to automate the mapping of study variables to the required fields within each template. The tool was evaluated on seven ImmPort studies with diverse designs. It successfully generated submission-ready templates that passed ImmPort's internal validation and will be incorporated into the repository. By improving the feasibility and completeness of templates, this approach enhances the quality, findability, and reusability of data within ImmPort.

Preprint server: bioRxiv
The authors list and abstract were imported from bioRxiv on 11 Oct 2026.

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