Background/Objectives: VitroScreenORA^® (by VitroScreen srl) Dermo Papilla spheroids, based on two micro-physiological systems (non-vascularized DP and vascularized VASC-DP), were used to study the molecular mechanisms behind hair cycle regression. Methods: Dermal papilla cells (HFDPC) were cultured to develop both models. Hair cycle regression was induced by exposing DP spheroids to TGF-β1 for 72 h and/or FGF-18 for an additional 24 h. Catagen phase entrance was evaluated by modulating specific genes (FGF7, CCND1, and WNT5B). The VASC-DP model was obtained by sequentially co-culturing HFDPC and primary dermal microvascular endothelial cells (HMDEC), mimicking the surrounding capillary loop. The vascular system’s impact was assessed at 5 and 10 days using IF on CD31 (micro-vessels) and Fibronectin (FN). Nanostring nCounter^® technology was applied to investigate the transcriptional signature based on the WNT pathway. Extended culture time up to 11 days simulated natural hair cycle regression, monitored by versican and FN expression (IF). Minoxidil, Doxorubicin, and Retinol-based products were used to modify physiological aging over time. Results: Data shows that the vascular system improves tissue physiology by modulating the associated genes. Extended culture time confirms progressive DP structure degeneration that is partially recoverable with Retinol-based treatments. Conclusions: Both models provide a reliable platform to investigate the hair cycle, paving the way for new testing systems for personalized therapies.