Adoptive transfer of adiponectin-expressing tTreg precursors not only effectively prevented HFD-induced obesity, insulin resistance and nonalcoholic fatty liver injuries in WT mice, but also inhibited the breast cancer development in MMTV-PyVT mice. The gene discussed is ADIPOQ; the disease is breast cancer.