ERBB2 and breast cancer: It should be noted that the first principal component plotted on the X axis accounts for 49% of the variation in the data and indicates that there are significant differences between the CAFs derived from the Her2+ cancers and both the TNBC and ER + breast cancers, as these samples are equally separated from the Her2+ samples along the X axis.