Lastly, probabilistic causal modeling identified Arc, Egr2, and Mrpl55 as key drivers of the network associated with preclinical AD, and further analysis confirmed that both Arc- and Egr2-related subnetworks include genes that alter memory and learning. Here, MRPL55 is linked to Alzheimer disease.