The present invention relates to a hepatocyte-proliferating agent comprising pyroglutamic acid, aspartic acid, and glutamic acid as active ingredients, in particular, a hepatocyte-proliferating agent capable of selectively proliferating normal hepatocytes without proliferating cancer cells.