PLoS Biology (May 2021)

Cell-level metadata are indispensable for documenting single-cell sequencing datasets.

  • Sidhant Puntambekar,
  • Jay R Hesselberth,
  • Kent A Riemondy,
  • Rui Fu

DOI
https://doi.org/10.1371/journal.pbio.3001077
Journal volume & issue
Vol. 19, no. 5
p. e3001077

Abstract

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Single-cell RNA sequencing (scRNA-seq) provides an unprecedented view of cellular diversity of biological systems. However, across the thousands of publications and datasets generated using this technology, we estimate that only a minority (<25%) of studies provide cell-level metadata information containing identified cell types and related findings of the published dataset. Metadata omission hinders reproduction, exploration, validation, and knowledge transfer and is a common problem across journals, data repositories, and publication dates. We encourage investigators, reviewers, journals, and data repositories to improve their standards and ensure proper documentation of these valuable datasets.