Finally, SCENIC analysis identified TWIST2, MTA3, and SMAP2 as possible key EndMT EC differentiation-regulating TFs (Fig. 4i), among which TWIST2 has been confirmed as the key TF in EndMT ECs in brain arteriovenous malformations [44]. This evidence concerns the gene SMAP2 and arteriovenous malformations of the brain.