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, and which shows immunostimulating properties.