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Analysis of In Vivo Skin Anisotropy Using Elastic Wave Measurements and Bayesian Modelling
Matt Nagle1,2, Susan Price3, Antonia Trotta3
1SFI Centre for Research Training in Foundations of Data Science, University College Dublin, Belfield, Dublin 4, Ireland. matt.nagle@ucdconnect.ie.
Human skin
Area of Science:
- Biomechanics
- Dermatology
- Medical Engineering
Background:
- In vivo skin exhibits complex mechanical properties like viscoelasticity, hyper-elasticity, and anisotropy due to collagen fiber reinforcement.
- Existing data on human skin anisotropy in vivo is limited in population scope and angular resolution.
- Understanding skin mechanics is crucial for pharmaceuticals, cosmetics, and surgical applications.
Purpose of the Study:
- To comprehensively characterize the anisotropy and stiffness of human skin in vivo across a wide age range.
- To investigate the influence of age, gender, and skin tension on skin mechanical properties.
- To introduce a novel, robust measurement for skin anisotropy.
Main Methods:
- Utilized elastic wave speed measurements on 78 volunteers (ages 3-93).
- Employed a Bayesian statistical framework to analyze data.
- Proposed and validated a new anisotropy measurement based on angular data eccentricity.
Main Results:
- Skin anisotropy increases logarithmically with age.
- Skin stiffness increases linearly along Langer Lines with age.
- Gender does not significantly impact anisotropy but affects stiffness (males stiffer).
- Skin tension significantly influences both anisotropy and stiffness measurements.
Conclusions:
- Elastic wave measurements show promise for determining in vivo skin tension.
- Age is a significant factor in skin anisotropy and stiffness.
- Findings have implications for surgical planning and cosmetic procedures, questioning universal practices for different age groups.
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