Multi-species paired single-cell resource

Multiome Atlas

Explore RNA expression and chromatin accessibility measured in the same cells across animals and plants.

9.62MRetained paired cells
1,521Browsable libraries
253GEO studies
24Species

Resource overview

A common portal for independently analyzed multiome libraries

Each entry keeps RNA, ATAC and weighted-nearest-neighbor embeddings within its original library. Curated cluster labels, evidence status, marker support and retained-cell downloads stay linked to exact paired-cell identities.

  • Same-cell RNA and ATAC barcodes
  • RNA, ATAC and WNN UMAP views
  • Conservative evidence-qualified annotations
  • Parquet tables for retained cells and markers

Species coverage

Cells in the current release

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Real release data

Representative WNN embeddings

Examples are rendered from retained cells in the current multi-species release.

Human multiome UMAP example
Homo sapiensHuman
Mouse multiome UMAP example
Mus musculusMouse
Arabidopsis multiome UMAP example
Arabidopsis thalianaPlant

Evidence-aware by design

Annotation confidence stays visible

Supported, broad, provisional and unresolved labels remain separate. Candidate identities are presented as hypotheses, not converted into confirmed cell types.

Annotation policy