Original work:
Vadadokhau et al. (2026). Preventing Proteomics Data Tombs Through Collective Responsibility and Community Engagement. Scientific Data, 13 (1):287. DOI: 10.1038/s41597-026-06614-8
Main insights:
Nowadays, public proteomics repositories hold a lot of mass spectrometry data, which, despite being open access, are almost not reusable. Referred to as "Data tombs," the issues with these datasets mainly arise from vague or inconsistent reporting, missing spectral libraries or sequence databases, insufficient replicates and software restrictions. This article urges the creation of a minimum re-analysis package, which should be included along each new entry into public proteomics repositories. The content of this package is based on the limitations observed among 6 peer-reviewed articles and notably encourages the use of open file formats, the creation of community standards, quality control summaries, complete instead of partial spectral libraries and more accurate code reporting.