Dataset collection to characterize and simulate batch effects.

Data preprocessing

Media batch

• pbmc_roche
• pbmc2_med
• csf_media

Protocol batch

• hca_protocols
• Pancreas
• CellBench

Patient batch

• pbmc2_pat
• Kang_patient
• csf_patient

Dataset specific analysis

• DE genes in pbmc_roche