Topic

Batch effects

Is a batch effect confounding my comparison, and should I correct it?

Batch effects are technical variation from processing date, library prep, sequencing lane or operator that shows up as a dominant axis in PCA. Whether to correct depends entirely on whether batch is confounded with the biological condition; if it is, no method can separate them and the honest answer is a redesign.