The evidence for a relationship between dietary patterns and uric acid concentrations is scanty. Here, we used a validated food frequency questionnaire for an ethnic Chinese population in Taiwan to investigate the relationship between dietary patterns and uric acid concentrations. A cross-sectional study on 266 adults, who were interviewed with a 38-item food frequency questionnaire, was conducted and serum uric acid levels were measured. Three dietary patterns were derived from the questionnaire by exploratory factor analysis. Participants in the higher vegetable and fruit pattern quartiles were more likely to have a lower uric acid concentration (6.5 for the first, 5.7 for the second, 6.0 for the third, and 6.0 mg/dL for the fourth quartile, p = 0.030). For uric acid-prone patterns, as the quartiles increased, the adjusted mean uric acid concentrations increased significantly (5.88, 5.93, 5.99 and 6.38 mg/dL for each quartile, respectively, p = 0.04). However, the significance level was attenuated after adjusting for additional confounding factors. In conclusion, three dietary patterns were identified for ethnic Chinese in Taiwan, and the relationship between these dietary patterns and uric acid was not significant after adjustment.