T. Sato, H. Tamagaki-Asahina
The direction of conformational coupling in a membrane protein, that is, which domain drives which, has been inaccessible to experiment. We recover this directivity from molecular dynamics (MD) of transmembrane-juxtamembrane (TM-JM) dimers of receptor tyrosine kinases EGFR and FGFR3. Coupling is detected with a Bayesian-network framework (CASCADE); its direction is measured with PERI (Phase-plane Estimation of Rotational Irreversibility), the net phase-plane circulation, validated on synthetic data and resolved at 0.1 ns. Direction is summarized as the TM[->]JM directed-mass fraction f+ (0.5 = balanced) via a hierarchical Bayesian model. The activating TM mutants EGFR L658Q and FGFR3 A391E are TM-JM (posterior probability 0.95 and 0.99); fluid wild-type EGFR leans the same way (0.93), in agreement with its experimentally reported constitutive activity in fluid but not ordered bilayers; the ligand-dependent ordered wild type is balanced (0.45); and an activating mutation raises the TM-JM bias above the ordered wild type with probability 0.94. The directivity thus tracks the measured activity state of the receptor, distinguishing signaling-competent from ligand-dependent RTK dimers by a property not apparent from structure alone.