While our study identifies Tgf-β1 as a key SASP factor driving the osteogenic differentiation of SPC in craniosynostosis, our transcriptomic data also indicate the significant upregulation of other SASP members, such as Vegfa and Cxcl12. Here, VEGFA is linked to craniosynostosis.