In the Breast Cancer Data Collection (S10 Fig), we observed the pathway-specific effect of the exclusion of pathway topologies in SPIA where p-values increased only in the pathway in which estrogen receptor is one of the root nodes (Endocrine and other factor-regulated calcium reabsorption) and decreased in other pathways. The gene discussed is ESR1; the disease is breast cancer.