VGF and Alzheimer disease: Probabilistic causal models have been also constructed that allowed the detection, prioritization and replication of high-confidence master regulators of AD-associated networks, including the predicted master regulator, the neuropeptide VGF (VGF nerve growth factor inducible), which was also validated in murine models.