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Standfirst (51 words)Obesity is a risk factor for several noncommunicable diseases, but some individuals with obesity remain metabolically healthy throughout life; whether these individuals are at risk of developing NAFLD is uncertain. In a new study, Chang et al. showed a statistically significant, graded relationship between BMI and NAFLD in metabolically healthy individuals.Obesity is known to be an important risk factor for a whole range of noncommunicable diseases that include type 2 diabetes mellitus (T2DM), chronic obstructive sleep apnoea, various types of cancers (e.g., colorectal cancer, oesophagus and breast cancer after the menopause) and NAFLD. Although the fact that obesity increases risk of certain diseases is well accepted by clinicians, evidence has shown that some individuals who are obese are also metabolically healthy: so-called metabolically healthy obesity (MHO).In a recent retrospective cohort study involving metabolically healthy individuals, Chang et al. found that BMI categories are positively associated with an increased incidence of NAFLD, suggesting that the obese phenotype, regardless of metabolic abnormalities, might increase the risk of developing NAFLD 1 .Increasing evidence suggests that BMI, the most common proxy measure used to help categorize overweight or obesity, is an imprecise measure of body-fat-related risk of noncommunicable diseases. Rather, other features associated with overweight or obesity, such as visceral fat mass, adipose tissue inflammation, adipose tissue function, or factors such as insulin resistance and metabolic syndrome components, might be the key pathogenetic aspects that mediate increased risk of noncommunicable diseases in individuals with overweight or obesity (TABLE 1). Nevertheless, the concept of MHO has gained much interest in the scientific community.MHO is a complex, emerging phenotype with risks intermediate between metabolically healthy individuals with normal-weight and individuals who are metabolically abnormal with obesity (MAO). Compared with metabolically healthy individuals with normal-weight, persons with obesity are at increased risk of all-cause and cause-specific mortality and cardiovascular disease events even in the absence of metabolic abnormalities, suggesting that there is no healthy pattern of increased weight 2-4 . However, compared with their peers who are MAO, individuals with MHO have lower risk of all-cause and cause-specific mortality 2-4 . Furthermore, studies suggest that individuals with MHO have similar insulin sensitivity to lean individuals, as well as lower liver fat content and lower intimal-medial thickness of the carotid artery compared with individuals who are MAO 5,6 . Agreement on a universally accepted definition of MHO, however, would improve the design of future studies and would facilitate comparisons between studies.Obesity is a much stronger risk factor for T2DM than for cardiovascular disease, suggesting that there could be differential effects of fat mass, fat function or other obesity-rel...