Oxidoreductase that binds mammalian estrogens with high affinity. A + H(+) + NADPH = AH2 + NADP(+) The expression is high during the lag and early logarithmic phases of growth, and low at or near stationary phase. Belongs to the NADH:flavin oxidoreductase/NADH oxidase family.