Cell fusion is involved in many critical developmental processes, including zygote formation and organogenesis of placenta, bone, and skeletal muscle. In adult tissues, cell fusion has been shown to play an active role in tissue regeneration and repair, and its frequency of occurrence is significantly increased during chronic inflammation. Fusion between tumor cells and normal cells, or among tumor cells themselves, has also been speculated to contribute to tumor initiation, as well as phenotypic evolution during cancer progression and metastasis. Here, we show that dual metastasis organotropisms can be acquired in the same cell through in vitro or in vivo spontaneous fusion between bone- and lung-tropic sublines of the MDA-MB-231 human breast cancer cell line. The synkaryonic hybrids assimilate organ-specific metastasis gene signatures from both parental cells and are genetically and phenotypically stable. Our study suggests cell fusion as an efficient means of phenotypic evolution during tumor progression and additionally demonstrates the compatibility of different metastasis organotropisms.