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The mass ratio of urinary 2-hydroxyestrone to 16-α-hydroxyestrone (2:16) is hypothesized as a biomarker of breast cancer risk in premenopausal women, with higher ratios being theoretically protective. Cruciferous vegetable intake has been associated with higher urinary 2:16 in some studies. We investigated whether a whole-food supplement made from dried Brussels sprouts and kale would increase urinary 2:16 in comparison with placebo or cruciferous vegetables in women. This randomized, parallel arm, placebo-controlled, partly blinded study included 78 healthy premenopausal women (38-50 y) with screening urinary 2:16 ≤3.0. Subjects received either six capsules containing 550 mg dried Brussels sprouts and kale per capsule, 40 g daily alternating broccoli or Brussels sprouts, or placebo for eight weeks. Urinary 2:16 and creatinine were measured at baseline, four, and eight weeks. Intent-to-treat repeated measures-ANOVA with multiple imputation ( n =100) for missing values identified no treatment effect ( P =0.9) or treatment-by-time interaction ( P =0.6); however, a significant time effect was noted ( P =0.02). Per-protocol analyses including complete cases found no treatment effect ( P =1) or treatment-by-time interaction ( P =0.6); however, the significant time effect remained ( P =0.03). Restricting analysis to subjects with >80% compliance maintained the time effect ( P =0.02). Using Pearson correlations, android-pattern and android:gynoid fat were predictive of change ( P ≤0.05). In conclusion, neither cruciferous supplements nor an added vegetable serving altered urinary 2:16 in premenopausal women with eight weeks treatment. This ratio did vary with time, which is important for designing future trials.