Cationic polymers are being studied as non-viral gene delivery vectors. Poly{N-[N-(2-aminoethyl)-2-aminoethyl]aspartamide} (PAsp(DET)) and their block copolymers with poly(ethylene glycol), PEG-PAsp(DET), have been reported as efficient biodegradable non-viral vectors which form a polyplex with plasmid DNA (pDNA). However, the polyplexes are not stable because PAsp(DET) and PEG-PAsp(DET) are easily subjected to hydrolysis; therefore, they need to be prepared on site. In this study, using the biodegradable polycations as non-viral vectors, PAsp(DET) and PEG-PAsp(DET), we investigated the effects of L-leucine (Leu) on the polyplex. We prepared solutions and dry powders with and without Leu. Both dry powders had large and porous particles and Leu acted as a dispersing agent. The transfection activity of the sample solutions decreased within a month. However, the decrease in the transfection activity was partially suppressed by the dry powder with Leu at 5 and 25°C at 3 months. Furthermore, transfection experiments revealed that Leu exhibited a pDNA-stabilizing effect in the solution and dry powder. Similar results were observed for pDNA integrity, where a polyplex was formed in the dry powder. The results suggest that Leu is a candidate stabilizer to protect pDNA from degradation.