AI Article Synopsis

  • The biomedical research landscape is shifting from data protectionism to open data sharing to enhance reproducibility, but developing effective data sharing infrastructures poses challenges.
  • One proposed model involves attaching data to websites, but this can lead to 'data dumps' rather than promoting FAIR principles, leading to the creation of curated, specialized data sharing communities.
  • The Open Data Commons for Spinal Cord Injury (ODC-SCI) exemplifies a community-driven approach to specialized data sharing, focusing on preclinical research data and engaging various stakeholders to ensure its relevance and usability.

Article Abstract

The past decade has seen accelerating movement from data protectionism in publishing toward open data sharing to improve reproducibility and translation of biomedical research. Developing data sharing infrastructures to meet these new demands remains a challenge. One model for data sharing involves simply attaching data, irrespective of its type, to publisher websites or general use repositories. However, some argue this creates a 'data dump' that does not promote the goals of making data Findable, Accessible, Interoperable and Reusable (FAIR). Specialized data sharing communities offer an alternative model where data are curated by domain experts to make it both open and FAIR. We report on our experiences developing one such data-sharing ecosystem focusing on 'long-tail' preclinical data, the Open Data Commons for Spinal Cord Injury (odc-sci.org). ODC-SCI was developed with community-based agile design requirements directly pulled from a series of workshops with multiple stakeholders (researchers, consumers, non-profit funders, governmental agencies, journals, and industry members). ODC-SCI focuses on heterogeneous tabular data collected by preclinical researchers including bio-behaviour, histopathology findings and molecular endpoints. This has led to an example of a specialized neurocommons that is well-embraced by the community it aims to serve. In the present paper, we provide a review of the community-based design template and describe the adoption by the community including a high-level review of current data assets, publicly released datasets, and web analytics. Although odc-sci.org is in its late beta stage of development, it represents a successful example of a specialized data commons that may serve as a model for other fields.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9537193PMC
http://dx.doi.org/10.1007/s12021-021-09533-8DOI Listing

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