Several mRNA transcripts, including ENST00000331581 (CADM1), ENST00000372572 (FOXJ3), and ENST00000311550 (GABRB3), exhibited exceptional predictive power, accurately distinguishing AD cases from controls. This evidence concerns the gene CADM1 and Alzheimer disease.