Our analysis identified that ENST00000311550 (GABRB3), ENST00000278765 (GGTLC1), ENST00000331581 (CADM1), ENST00000372572 (FOXJ3), and ENST00000636358 (ACY1) have the highest predictive power for AD diagnosis. This evidence concerns the gene CADM1 and Alzheimer disease.