Transmembrane Region Prediction with Hydropathy Index/Charge Two-Dimensional Trajectories of Stochastic Dynamical Systems

摘要

A new algorithm is proposed for predicting transmembrane regions from two dimensional vector trajectories consisting of hydropathy index and charge of a test amino acid sequence by stochastic dynamical system models. The prediction accuracy of a preliminary experiment is 96.09%. Since no fine-tuning is done, this appears encouraging.