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Single-cell Analysis / R package

dreamlet

Compare expression by cell type across cohorts, including designs with repeated samples.

Best fit

Analysts fitting pseudobulk models that account for donors or other study-level structure.

What you need

R and Bioconductor, counts, cell and sample labels, and a supported design.

What to check

Modeling cannot recover comparisons unsupported by the design. Check coverage and balance within each cell type.