We used the random forest method to rank cytokine importance and found IL-6 to be the most important cytokine in the discrimination between attack and nonattack phases of the illness, as well as between FMF patients undergoing an attack and healthy subjects (26). Here, IL6 is linked to familial Mediterranean fever.