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When principal component analysis fails to describe the cell cycle. Data is from the developing mouse pancreas. a UMAP embedding using all variable genes. Cells are colored by cell type. b PCA plot of the cell-cycle genes; this reflects the differentiation path in (a). c PCA plot of the cell-cycle genes for ductal cells only; this plot reflects cell cycle
