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seurat-v5

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Annotated Seurat v5 walkthrough of the 10x Genomics PBMC 3k dataset: QC, normalization, feature selection, PCA, graph-based clustering, UMAP, marker discovery, and annotation of 2,638 cells into 8 immune populations. Each step documents parameter rationale and common failure modes. R 4.4.2 / Seurat 5.5.1.

  • Updated Aug 31, 2026
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