Chatomics Field GuideWhat They Don't Teach You

Topic

Integration over-correction

Did Harmony or CCA erase the biological difference I was looking for?

Integration methods are built to align shared cell types across samples, and they will also align a disease-specific population onto a healthy one if you ask them to. The tell is a condition effect that is obvious in per-sample analysis and gone after integration.