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. 2022 Feb 16;23:55. doi: 10.1186/s13059-022-02628-8

Fig. 3.

Fig. 3

Lipid hashing (CMO) outperforms antibody hashing on nuclei. Each column represents a separate hashing method or a replicate. A Hashtag-derived oligo (HTO) matrices were generated using CellRanger, followed by log-transformation and visualised on heatmaps. B Nuclei annotation (4 cell lines) was performed using freemuxlet (gene expression) and visualized on the gene expression UMAP plots. C MULTISeqDemux-annotated nuclei (HTO signal) were matched with the freemuxlet-annotated nuclei. Classification accuracy of every hashing method reported for each cell line