In this study, we revealed a distinct spatial distribution of macrophage phenotypes in GCA‐affected vessel walls and provide evidence that macrophage phenotypic heterogeneity is influenced by the growth factors GM‐CSF and M‐CSF. Here, CSF2 is linked to temporal arteritis.