Hypertrophic obesity leads to insulin resistance and metabolic syndrome due to impaired adipogenesis, resulting in enlarged adipocytes that secrete inflammatory markers. Genetic predisposition affects adipocyte differentiation, reducing the recruitment of new fat cells, while the dysregulated adipose tissue increases risks for type 2 diabetes and associated complications. Differences in adipose morphology and metabolism between ethnic groups, particularly South Asians and Caucasians, highlight the complexities of fat storage and its metabolic implications.