To estimate interaction effects between flavonoids and 13 polymorphisms in these four pathways on breast cancer risk , we used population-based data ( n = 875 cases and 903 controls ) and several statistical approaches , including conventional logistic regression and semi-Bayesian hierarchical modeling ( incorporating prior information on the possible biologic functions of genes ) , which also provides biologic pathway-specific effect estimates .