Before the implications of our findings are considered, it is necessary to consider potential limitations and biases. First, several arbitrary but important decisions are involved in factor analysis approach, including the labelling of the components, the number of factors to extract, the method of rotation and even their interpretation (53). Second, measurement errors were inevitable because dietary intake was assessed using food frequency questionnaire which might have led to underestimation of associations.