Rosenbaum et al. recently published a study explaining IGF1-R and PPARγ enrichment in multiple OID (Graves’ orbitopathy, granulomatosis with polyangiitis, sarcoidosis and NSOI)), but not IgG4-ROD. The gene discussed is PPARG; the disease is granulomatosis with polyangiitis.