Fig. 3 | Nature Communications

Fig. 3

From: Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types

Fig. 3The alternative text for this image may have been generated using AI.

Analysis of the CD7+CD3 innate lymphocyte compartment in inflammatory intestinal diseases. a First HSNE level embedding of 5.2 million cells. Color represents arcsin5-transformed marker expression as indicated. Size of the landmarks represents AoI. Blue encirclement indicates selection of landmarks representing CD7+CD3 innate lymphocytes and CD4+ T cells further discussed in Fig. 5. b The major immune lineages, annotated on the basis of lineage marker expression. c Third HSNE level embedding of the CD7+CD3 innate lymphocytes (5.0 × 105 cells). Color represents arcsin5-transformed marker expression in top panels, and tissue-origin and clinical features in bottom panels. Blue encirclement indicates selection of landmarks representing CD127+ILC and ILC-like cells. d Third HSNE level embedding shows density features depicting the local probability density of cells, where black dots indicate the centroids of identified cluster partitions using GMS clustering. e Embedding of the CD127+ILC and ILC-like cells (6.0 × 104 cells) at single-cell resolution. Arrows indicate ILC1 (blue), ILC2 (orange) and ILC3 (green). Bottom-right panel shows corresponding cluster partitions using GMS clustering based on density features (top-right panel). f A heatmap summary of median expression values (same color coding as for the embeddings) of cell markers expressed by CD127 + ILC and ILC-like clusters identified in b and hierarchical clustering thereof. g Composition of cells for each cluster is represented graphically by a horizontal bar in which segment lengths represent the proportion of cells with: (left) tissue-of-origin, (middle) disease status and (right) sampling status

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