We performed multi-parameter flow cytometry on mouse retina and choroid–RPE–scleral complex to identify macrophage heterogeneity and confirm non-classical monocyte deficiency in Nr4a1−/− and Nr4a1se2/se2 mice. Here, NR4A1 is linked to hyperinsulinemic hypoglycemia, familial, 4.