its amino acid core, and the third term describes the pairwise interactions between each amino acid induced dipole in the tubulin aromatic network Pollowinezm the collective eigenmode frequencies for the oscillations are obtained from the symmetric lon- gitudinal potential matrix V and the diagonal kinetic