Nevertheless, there were indications that women with high levels of vitamin D were less likely to develop a breast tumor with low VDR expression, compared to women with low levels of vitamin D. Low pre-diagnostic levels of vitamin D were associated with an increased breast cancer mortality. The gene discussed is VDR; the disease is breast cancer.