By mimicking the TME through OC‐CM and TGF‐β treatment, our setup enables the study of the cross talk, signaling pathways, and functional roles that govern the formation, behavior, and diversity of CAF‐like populations, offering insights that could enhance our understanding of CAF formation in the tumor milieu. Here, TGFB1 is linked to neoplasm.