M. L. MacDonald

Inferring disruption of directed graphs using LIKA reveals altered protein phosphorylation networks in schizophrenia

Motivation Kinases regulate a multitude of protein functions, and their dysregulation is pivotal for many human diseases. Direct measurement of kinase activity, however, is often challenging; therefore, inferring activity from the behavior of their substrates is a widely adopted strategy. Nonetheless, traditional metho...