The present invention provides a pharmaceutical composition formulated for oral delivery of insulin, comprising a particulate non-covalently associated mixture of pharmacologically inert silica nanoparticles having a hydrophobic surface, a polysaccharide, and insulin suspended in an oil. The present invention further provides methods of manufacturing same and therapeutic methods utilizing same for oral delivery of insulin.