Employing machine learning algorithms, they identified five genes (PFKFB4, PDK3, KIAA0319L, CEBPD, and PHC2T) associated with immune cells and functions in AD, validating their accurate diagnostic potential. This evidence concerns the gene PFKFB4 and Alzheimer disease.