Figure 1. The farmer builds a vast storehouse of genomic data but falls short on experimental design.

Prior to “planting,” researchers should define clear objectives, identify suitable analytical approaches, and consider sample-size requirements, confounding variables, and evaluation measurements. Image credit: Dan Madsen.