Batch effects can lead to incorrect biological conclusions but are not widely considered. The authors show that batch effects are relevant to a range of high-throughput 'omics' data sets and are crucial to address. They also explain how batch effects can be mitigated.
- Jeffrey T. Leek
- Robert B. Scharpf
- Rafael A. Irizarry