Through a fine-grained representation of protein-protein interaction networks it can be captured how HER2 overexpression relates to carcinogenic processes, such as cancer cell growth, proliferation, migration, and adhesion that eventually result in a poorly differentiated tissue and an aggressive cancer phenotype. Here, ERBB2 is linked to cancer.