Existing skin models fail to replicate the complex physiological changes of aging and inflammation in keratinocytes. Accurate simulation of these states is required for reliable high-throughput screening of therapeutic compounds.

Artificial skin constructs often lack the mechanical stability and layered architecture required to mimic natural dermis. Improving structural cohesion prevents graft failure and ensures physiological functionality.