Hydroxy fatty acids (HFAs), originally obtained in small amounts from plant systems, are good examples of structurally modified lipids, and they render special properties such as higher viscosity and reactivity compared to normal fatty acids. Based on these properties, HFAs possess high industrial potential in a wide range of applications. Recently, various microbial strains were tested for the production of HFAs from different unsaturated fatty acids since HFA production is limited to plant systems. Among the microbial strains tested, Pseudomonas aeruginosa PR3 has been well studied for the production of 7,10-dihydroxy-8(E)-octadecenoic acid (DOD) from oleic acid. Previously, we reported that strain PR3 could utilize triolein instead of oleic acid as a substrate for the production of DOD (Appl. Microbiol. Biotechnol. 2007, 74: 301-306). In this study, we focused on utilization of vegetable oil as a substrate for DOD production by PR3. Consequently, strain PR3 efficiently utilized high oleic safflower oil as a substrate for DOD production. Optimal initial medium pH and incubation time were pH 8.0 and 72 h, respectively. Optimal carbon and nitrogen sources were fructose and glutamine, respectively. Results from this study demonstrate that normal vegetable oils could be used as efficient substrates for the production of value-added HFAs by microbial bioconversion.