In addition, our results suggested over-expression of UQCRQ, ALDH1A3, EGLN1, IGF1, and under-expression of FUT9, IDI2, PDHX and CCL18 as potential stromal genes that could contribute to aggressive behavior in YA-BC. The gene discussed is IDI2; the disease is breast cancer.