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. Here, IGF2BP2 is linked to type 2 diabetes mellitus.