To investigate the differential roles of SNRPD1 and SNRPE on breast cancer prognosis and therapeutics as well as the potential driving mechanisms, we conducted a series of in silico analyses and in vitro experiments that are summarized in supplementary Figure 1. The gene discussed is SNRPD1; the disease is breast cancer.