We then selected the secondary phenotypes that play important role in the development of AD, namely apoe4, age, bmi, smoke, ptau-ttau, abeta-ttau, abeta-ptau, and for each miRNA calculated three composite scores, one for each primary phenotype. This evidence concerns the gene APOE and Alzheimer disease.