Mock interface only. This page does not use real data, real gene names, real cell labels, unpublished results or biological interpretation. It recreates the broad interaction pattern of a ShinyCell2-style app: selecting metadata or a feature, viewing UMAP-style coordinates, adjusting plot options, subsetting records and exporting collaborator-friendly views.

What this demonstrates: interface design, reproducible app structure and collaborator-facing data exploration. What it does not show: real research data, findings, labels or conclusions.
Side-by-side UMAP

Cell information UMAP

Feature expression UMAP

Low to high synthetic feature value

Mock record counts