Notably, both scPrediXcan and TWAS-pseudobulk recognize IGF2BP2; scPrediXcan and TWAS-bulk concurrently identify five silver-standard genes, underscoring scPrediXcan’s higher sensitivity in detecting T2D-related genes. This evidence concerns the gene IGF2BP2 and type 2 diabetes mellitus.