In genome-wide interaction analyses among participants under 45 years old, we identified four genetic variants at RBFOX1/CBLN1/ITGA9 that had a suggestively significant interaction with HIV infection, indicating an age-specific interaction effect of HIV infection and genetic variant on the development of SCA. Here, CBLN1 is linked to HIV infectious disease.