TNF and Granuloma: For instance, a prior study utilizing this in vitro model (Crouser et al., 2017) indicated that TNFα production is higher in sarcoidosis granulomas formed by PBMCs in response to PPD-coated beads compared to identically treated PBMCs from disease-free controls or latent TB treated with PPD-coated beads.