Nature Communications (May 2021)

Overcoming false-positive gene-category enrichment in the analysis of spatially resolved transcriptomic brain atlas data

  • Ben D. Fulcher,
  • Aurina Arnatkeviciute,
  • Alex Fornito

DOI
https://doi.org/10.1038/s41467-021-22862-1
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 13

Abstract

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Identifying enriched gene sets in transcriptomic data is routine analysis. Here, the authors show that conventional gene category enrichment analysis (GCEA) applied to brain-wide atlas data yields biased results and develop a flexible ensemble-based null model framework to enable appropriate inference in GCEA.