Multivariate analysis facilitates the optimization of polysaccharide nanoparticles.
Monodispersed particles are obtained by using a low polysaccharide concentration.
Interaction between preparation factors was revealed through multivariate analysis.
Factors’ interactions allow preparing particles at a high polysaccharide concentration.