VEGFA and breast cancer: To determine patterns in VEGF and semaphorin expression that may be important in distinguishing various breast cancer subgroups, we performed PCA on the expression measurements for the 31 VEGF- and semaphorin-related genes in the data set consisting of 2,656 tumors.