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The face you're born with: How early development dictates a lifetime of expression and ageing
Eqram Rahman1, Parinitha Rao2, Golam Saklayen3
1Research and Innovation Hub, Innovation Aesthetics, London, UK.
Abstract:
Facial ageing manifests in highly consistent, topologically predictable patterns, including nasolabial folds and tear troughs, despite wide inter-individual variation in anatomy and soft-tissue volume loss. Current clinical models emphasise adult structural changes but do not explain why age-related features localise to invariant facial interfaces or why corrective interventions often plateau. We hypothesised that lifelong facial mechanics are constrained by boundary domains established during embryonic morphogenesis and preserved throughout life. To investigate this, we developed a data-constrained 4D mechanochemical growth model of human facial development, anchored to three-dimensional Carnegie stage atlases (CS7-CS23) and whole-embryo imaging datasets. A virtual cohort of 5000 individuals was generated using statistical shape dynamics and diffeomorphic registration. The model simulated neural crest-driven patterning, extracellular matrix maturation, branchiomeric myogenesis, and neurovascular routing. An adherence-domain score, integrating stiffness, shear resistance, and temporal persistence, was used to identify emergent embryonic boundary precursors. Stabilised boundary domains emerged by Carnegie stage 16 in 87.4% of simulations and remained positionally invariant thereafter (mean centroid drift <1 mm). These domains predicted known adult retaining ligament locations and showed 91.6% spatial overlap with simulated neurovascular trajectories. Perioral and periorbital regions exhibited two- to threefold higher stiffness anisotropy than malar and frontal regions. Muscle fibres aligned preferentially with pre-patterned connective corridors, and simulated surface-level interventions reduced peak strain without displacing boundary position in 98.7% of cases. These findings indicate that facial ageing reflects the amplification of embryonically encoded mechanical boundaries rather than the de novo formation of folds. This developmental-mechanistic framework explains invariant ageing patterns and clarifies the limitations of volume-centric aesthetic strategies.
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