Our analysis identified that ENST00000311550 (GABRB3), ENST00000278765 (GGTLC1), ENST00000331581 (CADM1), ENST00000372572 (FOXJ3), and ENST00000636358 (ACY1) have the highest predictive power for AD diagnosis. Here, GABRB3 is linked to Alzheimer disease.