GM-CSF and its receptor (GM-CSFRα) are upregulated in GCA lesions, particularly in macrophages, T cells, and vascular endothelial cells, where they activate JAK2/STAT5 signaling. The gene discussed is CSF2; the disease is temporal arteritis.