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Using MAGIC with a combined dataset
Hi,
I have to combine several datasets. Batch correction is used for clustering and Dimensionality reduction. But for visualization and DEG analysis I will be using normalized RNA counts (Seurat NormalizeData()
function). Hence I have two options to get an imputed matrix for gene expression visulaization or DEG analysis.
- Do magic imputation on individual datasets and combine the matrices.
- Impute the combined matrix with magic.
What would be best? Or it doesn't make any difference? Any Help is appreciated, Kind regards, Saeed
Hello, I am facing the same problem, do you have an exact answer now?