Breast cancer is correlated with a higher risk of metastasis in obese postmenopausal women. Adipokines, whose plasma concentrations are modulated in obese subjects and adipocytes surround mammary cells, suggesting that adipocyte secretome affect mammary tumorogenesis. We hypothesize that mature adipocyte secretions from obese women conditioned or not by breast neoplasic cells, increase changes on the angiogenesis stages. Supernatants of human mature adipocytes, differentiated from stem cells of either adipose tissue of normal weight (MA20) or obese (MA30) women or obtained from co‐cultures between MA20 and MA30 and breast cancer cell line MCF‐7, were collected. The impact of these supernatants was investigated on proliferation, migration, and tube formation by endothelial cells (HUVEC). MA20 and MA30 showed a preservation of their “metabolic memory” (increase of Leptin, ObR, VEGF, CYP19A1, and a decrease of Adiponectin expression in MA30 compared to MA20). Supernatants from obese‐adipocytes increased HUVEC proliferation, migration, and sprouting like with supernatants obtained from co‐cultures of MA/MCF‐7 regardless the women's BMI. Additional analyses such as the use of neutralizing antibodies, analysis of supernatants (Milliplex®) and variations in gene expression (qRT‐PCR), strongly suggest an implication of IL‐6, or a synergistic action among adipokines, probably associated with that of VEGF or IL‐6. As a conclusion, supernatants from co‐cultures of MA30 and MCF‐7 cells increase proliferation, migration, and sprouting of HUVEC cells. These results provide insights into the interaction between adipocytes and epithelial cancer cells, particularly in case of obesity. The identification of synergistic action of adipokines would therefore be a great interest in developing preventive strategies. J. Cell. Physiol. 232: 1808–1816, 2017. © 2016 Wiley Periodicals, Inc. We characterized the impact of adipokines from obese or normal weight women on different angiogenesis stages (proliferation, migration, and tube formation of endothelial cells) in order to determine the influence of obesity on this process and the impact of adipocytes on breast tumor cells.