Cell Atlas

Every cell is one point. Drag to pan, scroll to zoom, shift-drag to select a region; click any group in the legend to isolate it. Use Colour cells by to switch between cell type, cluster, library, quality-control metric and the expression of a single gene.

Cell types in this dataset

Click a cell type to isolate it in the atlas above.

Cell type Cells Percent Markers
Cluster 14 1,389 14.30% marker genes
Cluster 6 1,086 11.18% marker genes
Cluster 1 815 8.39% marker genes
Cluster 8 793 8.17% marker genes
Cluster 12 785 8.08% marker genes
Cluster 2 721 7.42% marker genes
Cluster 16 559 5.76% marker genes
Cluster 7 549 5.65% marker genes
Cluster 11 542 5.58% marker genes
Cluster 4 530 5.46% marker genes
Cluster 9 430 4.43% marker genes
Cluster 0 376 3.87% marker genes
Cluster 3 355 3.66% marker genes
Cluster 5 313 3.22% marker genes
Cluster 15 238 2.45% marker genes
Cluster 10 182 1.87% marker genes
Cluster 13 48 0.49% marker genes

Quality control for this dataset

These are the figures actually applied to the cells shown above, not the values requested in a configuration file. Every dataset is filtered independently; see Single-cell Data for the full table across all datasets.

Source BioProject PRJNA1291744
SRA study SRP601047
GEO series GSE302686
Library type 10x Genomics Chromium (high confidence)
Libraries integrated 3
Cells before filtering 9,726
Cells after cell filtering 9,726
Doublets removed 15 (0.15%)
Cells after filtering 9,711
Retained 99.8%
Filtering strategy Per-library MAD outlier detection (adaptive)
Thresholds applied adaptive: per-library MAD (5.0 MADs) on UMI, genes and MT%, floor 200 genes, floor 500 UMI
Mitochondrial genes found 0 — too few for a reliable MT% filter, so none was applied
Doublet method Scrublet (per library)
Integration method Harmony on sample (3 libraries)
Cell-type annotation Not assigned - Leiden clusters only
Cell-type labels from none - Leiden clusters; no cluster reached 2 marker-panel hits; labels are Leiden cluster identities, not cell types (0 of 850 ranked features match any of the 12 panel patterns, 0 are composite 'id|homology-transfer' names; no ranked feature matches any
Pipeline version cnidosite-sc-1.0.0
Processed 2026-09-20T03:34:23+00:00
Clusters / cell types 17 clusters (no cell types asserted)
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