Based on the results for the fatty acid profile, we report a positive effect of rosemary extract on the fatty acid composition of oils. The RE treatment showed lower amounts of saturated and monounsaturated fatty acids, along with an increased amount of polyunsaturated fatty acids after 20 h of heating when compared with other treatments. Once again, no synergistic effect between rosemary extract and THBQ was found.