Described is a vaccine composition comprising an effective amount of at least one polypeptide selected from the group of IdeSsuis, rIdeSsuis, an analogue or a fragment thereof, or a polynucleotide encoding the same. This vaccine composition is used in the prophylactic, metaphylactic or therapeutic treatment of a Streptococcus suis infections in pigs or humans.