Obesity and its related comorbidities are becoming increasingly prevalent in most regions of the world, prompting the development of policies for the prevention of excess weight gain. Accordingly, understanding the true associations between the most commonly used measure of adiposity, BMI and body fat, and their joint association with morbidity is critical to developing informed and effective public health policies for any population. Over the past two decades, it has become clear that populations exhibit different relationships between BMI and body fat. Despite the observed differences, a recent WHO Expert Consultation decided to retain the universal BMI cut-off points of 25 kg/m 2 for overweight and 30 kg/m 2 for obesity (1) . The report by Rush et al. (2) in this issue provides further evidence that universal BMI cut-off points for overweight and obesity may not be appropriate for all ethnic groups.Due to the ease of measurement of weight and height (and the paucity of data on directly measured body fat), BMI (weight (kg)/height 2 (m 2 )) has been adopted as the metric of choice for defining overweight and obesity (3,4) . While BMI is considered useful as a population-level measure of obesity, it has been recognised for quite a while that it does not capture the wide variation in fat distribution and it may not correspond to the same degree of adiposity or health risk across different individuals or populations (4) . It is generally assumed that body fat and not body mass per se is the important determinant of health risk (4) . In general, the reported associations between BMI and body fat, as expressed as a percentage of total body mass, tend to be quite robust with correlations ranging between 0·7 and 0·9 (5 -7) . However, ethnic groups tend to differ in the percentage of body fat at any given BMI (8) . While it is tempting to attribute all of the differences in this relationship to factors inherent in the specific populations (genetic backgrounds influencing bodybuild proportions and thereby impacting relative BMI), it is possible that environmental factors, such as variation in diet and activity, also contribute to the observed differences. The report by Rush et al.(2) lends support to this idea. The results of a WHO Expert Consultation on BMI cut-off points for use in Asian populations were published in 2004 (1) . It has been repeatedly documented that Asians of many ethnicities have higher body fat levels at any given BMI than do whites (2,6,9 -13) . Asian Indians consistently exhibit the greatest deviation from whites, with up to 5 % higher body fat at any BMI value (2,9,10) as well as increased risk of type 2 diabetes and CVD at lower BMI. This is relevant because the preponderance of data used to establish BMI cut-off points for increased risk of adverse health outcomes were collected in white populations in the Europe or the USA (3) . The application of the universal cut-off points therefore underestimates the prevalence of overweight and obesity in Asian populations. Despite this understanding, t...