Researchers have created a spatiotemporal proteomic map of human adipogenesis, which has led to various findings about the metabolic role of adipocytes. The studies have identified potential treatment targets and revealed mechanisms related to fatty acid transfer and adipocyte metabolism. The research has also explored the effects of certain supplements on adipose tissue dysfunction and the role of specific noncoding RNA in regulating human adipocyte metabolism.