Validated GWAS genes were overexpressed in HAM patients’ whole blood and CD4 T-cells, as well as in spinal cord astrocytes, oligodendrocytes, and microglia by single-cell RNAseq. This evidence concerns the gene CD4 and tropical spastic paraparesis.