This study identified a causative relationship between rs11671784 G/A variation, lowered miR-27a expression, increased RUNX-1 expression and following weakened chemo-sensitivity. rs11671784 G allele has significantly stronger effect over A allele in promoting chemo-sensitivity in bladder cancer. miR-27a mediates chemotherapy at least partially through reducing P-gp expression and increasing apoptosis.