The present invention is directed to reduced and highly oxidized polysaccharides, such as alginates, that are useful for encapsulating therapeutic or diagnostic agents, or lipid based nanoparticles, e.g., liposomes or virosomes, encapsulating therapeutic or diagnostic agents, prior to their delivery into a subject, as well as methods for making and using them.