The hybrid ABM developed in this paper builds on existing differential equation models [35, 36] and ABMs [36, 37] that focus on specific tumour-macrophage interactions, such as the CSF-1/EGF paracrine loop that mediates cross-talk between tumour cells and macrophages. This evidence concerns the gene CSF1 and neoplasm.