TNF and delirium: Thus it seems logical that, in the context of post-surgical delirium (Su et al., 2016; Deiner et al., 2017), dexmedetomidine is likely to be acting by inhibiting TNF production, its efficacy in these two studies determined by the timing of its administration in relation the onset of the surgical event.