All of these data should be taken with a note of caution because a definite causal relationship has not been established between variations in the microbiome profile and lifelong risk of obesity and diabetes due to confounding factors such as ethnicity, age, diet, sex, and other lifestyle factors (reviewed in Musso et al. 2010).