The analysis also identified four tubulin genes (Tubb2A, Tubb2b, Tubb3 and Tubb4B) which have previously been associated with E. coli pathogenesis, to be up-regulated in the asymptomatic (resilient to infection) dataset. Here, TUBB3 is linked to infection.