“…Over the more than 30 years since the first LNP was invented, innumerable lipids have been synthesized and tested, only to fail to show effective gene delivery. − For example, Alnylam Pharmaceuticals, the leading siRNA company that developed all four of the FDA-approved siRNA therapeutics, first synthesized and tested more than 300 ionizable lipids in 2006 . Despite the company’s extensive work, including tweaking ionizable head groups, optimizing hydrocarbon tails, and varying the linker regions between the head and tail, only a small number of the LNPs incorporating these lipids were effective in vitro, and even fewer were active in vivo . Another key determinant of in vitro and in vivo LNP delivery efficacy is the composition ratio between the ionizable lipid or lipidoid, cholesterol, a helper lipid, and PEG-lipid. , Yet, similar to the effect of ionizable lipid structures, there is no systematic method to predict the effect of LNP component ratios.…”