By studying CXCL12 gradient dynamics in a relevant, in vivo-like setting computationally, we can learn the major drivers of gradient formation, in particular the roles that CXCL12 isoforms, endothelial CXCR7, tumor composition, and circadian rhythms play. The gene discussed is CXCL12; the disease is neoplasm.