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. This evidence concerns the gene CD40LG and tropical spastic paraparesis.