In order to evaluate the predictive power of the CD40LG/GBP2 two-gene signature in the accurate classification of HAM/TSP and ATLL samples, we conducted a validation step using independent datasets, which revealed excellent predictive values. Here, GBP2 is linked to tropical spastic paraparesis.