Dysregulation of miRNA expression may influence breast cancer progression, and experimental evidence suggests that miRNA silencing might suppress breast cancer metastasis. However, the relationship between miRNA and metastasis must be confirmed before this approach can be applied in the clinic. To this end, we conducted a two-stage study in a cohort of 3,760 patients with breast cancer to first identify and then validate the association between miRNA expression and risk of distant metastasis. The first stage (discovery) entailed miRNA sequencing of 126 casecontrol pairs; qPCR was used to validate the findings in a separate set of 80 case-control pairs. The 13 miRNAs most differentially expressed between cases and controls were combined into an miRNA score that was significantly associated with risk of distant metastasis in a logistic regression model that also included clinical variables (tumor size and number of positive lymph nodes) (OR per unit increase in score ¼ 1.30; 95% confidence interval, 1.03-1.66). The results of this study suggest that in women with invasive breast cancer, a miRNA score that incorporates both clinical variables and miRNA expression levels in breast tumor tissue is moderately predictive of risk of subsequent distant metastasis.Significance: A novel predictive scoring system for patients with breast cancer includes clinical variables and the expression levels of 13 miRNAs and may help to identify those at increased risk of distant metastasis. Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): T.E. Rohan, S. Weinmann, O. Loudig Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis):