Unbiased scRNA-seq analysis of small and large melanoma tumours showed that CAF activation in Atf4Δ/Δ mice was impaired; this was based on the expression levels of Acta2 and Pdgfrb, which are the most commonly used CAF markers4,47. Here, ACTA2 is linked to neoplasm.