New machine learning-based approaches are of particular importance for the detection of genetic disease associations, such as the recent discovery of two new AD associated loci SH3BP4 and SASH1, which also show significant epistatic interactions with APOE. [129]. This evidence concerns the gene APOE and Alzheimer disease.