LPS only induced pathways associated with inflammatory signalling, not all of which are relevant to NASH, whilst TGFβ and combinations of cues including TGFβ induced a wide range of clusters associated with collagen formation and matrix reorganisation (Fig. 4b). Here, TGFB1 is linked to metabolic dysfunction-associated steatohepatitis.