An adhesive composition for use in surgical therapy includes at least the following components a) and b): a) a liquid mixture including cyanoactrylate monomers and at least one plasticizer, where the proportion of the at least one plasticizer in component a) is greater than 10% by weight based on the total weight of component a), and b) an aqueous liquid including at least one compound from the group of borate salt, basic amino acid, gelatin and gelatin derivative.