At last week’s Microarray Data Analysis conference in Washington D.C., several speakers laid out what distinguishes a good microarray experiment from a bad one. Here is their collected advice:

• Consult a statistician before you even design your experiment. They have more to offer than just analysis tools.

• Formulate your hypothesis, even if you are going on a “fishing expedition.” What is the question you want to answer?