“…For example, a recent report revealed the working mechanism of a single FP based cAMP biosensor by using metadynamics molecular dynamics (MD) simulations to sample the apo form starting from the holo crystal structure 20 . Such dynamical approaches are also effective in predicting the role of environmental conditions such as pH and ionic strength 21,22 and are essential for interpreting the conformational multiplicity of proteins detected by, for example, SAXS experiments 23 . On the downside, it is not straightforward to deduce ON and OFF states of the conformations obtained from MD simulations which are based on classical physics, while the proton transfer reaction requires very costly quantum chemistry calculations 5,24 .…”