PBMCs from 104 patients with metastatic HER2− BC and 20 HD were analyzed by single cell mass cytometry, and the .fcs files from each sample subjected to dimensionality reduction using the Uniform Manifold Approximation and Projection (UMAP) algorithm. The gene discussed is ERBB2; the disease is breast cancer.