Theoretical estimate of the effective pKa of titratable lipids using continuum electrostatics
The authors present a Gouy-Chapman-based continuum electrostatics model, accompanied by a Python implementation, to predict how salt concentration and membrane composition shift the effective pKa of ionizable lipids in lipid nanoparticles, thereby aiding in the optimization of RNA delivery formulations.