Artificial neural networks enable genome-scale simulations of intracellular signaling

Many diseases are caused by disruptions to the network of biochemical reactions that allow cells to respond to external signals. Here Nilsson et al develop a method to simulate cellular signaling using artificial neural networks to predict cellular responses and activities of signaling molecules.

Bibliographic Details
Main Authors: Avlant Nilsson, Joshua M. Peters, Nikolaos Meimetis, Bryan Bryson, Douglas A. Lauffenburger
Format: Article
Language:English
Published: Nature Portfolio 2022-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-30684-y