We have utilized 8 microarray expression datasets of mRNA and microRNA on ER+ and ER- breast tumors to demonstrate how to use the differentially expressed genes as evidence in order to infer key regulators in the constructed BNs. The gene discussed is ESR1; the disease is breast neoplasm.