A MapReduce Based Tool for the Analysis and Discovery of Novel Therapeutic Targets
Giuseppe Alessandro Parasiliti Palumbo, Marzio Alfio Pennisi, Pietro Biondi, Giuseppe Sgroi, Giulia Lo Russo, Christian Napoli, Francesco Pappalardo · 2019
We present here a novel algorithm based on a MapReduce approach to facilitate the discovery of novel therapeutic targets. The proposed algorithm has been enabled to scan a set biological pathways in order to discover non-trivial (less common) routes. Such routes represent a chain of biochemical interactions among different biological actors. These actors can be represented by quite distant nodes along the devised pathway. Our approach detects nodes that are far from the initial target nodes, also showing the number of times that a given route has been found inside the selected set of biological pathways.