The invention relates to a thermoreversible oil-in-water emulsion comprising:a TLR4 agonist, the chemical structure of which does not comprise a sugar ring,squalene,a nonionic surfactant belonging to the polyoxyethylene alkyl ether chemical group,a hydrophilic surfactant,an aqueous solvent, andwhich shows immunostimulating properties.