TNF and type 2 diabetes mellitus: Furthermore, inflammatory cytokines such as TNF has been linked to pericyte apoptosis and inhibition of TNF reduced pericyte ghost formation with decreased acellular capillary formation caused by type 1 and type 2 diabetes (11).