The invention provides computer-implemented methods and apparatus
implementing a hierarchical protocol using multiscale molecular dynamics
and molecular modeling methods to predict the presence of transmembrane
regions in proteins, such as G-Protein Coupled Receptors (GPCR), and
protein structural models generated according to the protocol. The
protocol features a coarse grain sampling method, such as hydrophobicity
analysis, to provide a fast and accurate procedure for predicting
transmembrane regions. Methods and apparatus of the invention are useful
to screen protein or polynucleotide databases for encoded proteins with
transmembrane regions, such as GPCRs.