Thermodynamic Profiling of Glucose Translocation in POPC embedded GLUT-4 protein models
A comparative biophysical analysis of glucose translocation using both the native Cryo-EM structure and the AI-predicted AlphaFold model is conducted, establishing that rigid AI-generated architectures lack the essential internal free volume and conformational plasticity required to sustain accurate thermodynamic profiling of dynamic membrane transporters.