From the 1980’s, KNOC has been studied to protect genetic resoures of native strains. In the past, the economic traits of KNOC were analyzed by statistical and genetical approaches (Lee et al., 1995; Seo et al., 1995; Han et al., 1996). Recently, Kang et al.(2000) reported the association of endocrine factor