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Updated: Jan 28, 2026

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Software-Assisted Quantitative Measurement of Osteoarthritic Subchondral Bone Thickness
Published on: March 18, 2022
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Advanced Biomaterial-Based In Vitro Osteoarthritis Models: Integrating Sex as a Biological Variable in Hormonal,
Elisa Capuana1, Angela De Luca2, Viviana Costa2
1Department of Engineering, University of Palermo, Viale delle Scienze, Ed. 8, 90128 Palermo, Italy.
Journal of Functional Biomaterials
|January 27, 2026
Summary
Osteoarthritis research often overlooks sex differences, impacting disease understanding and treatment. New in vitro models incorporating sex-specific factors are crucial for developing effective, personalized osteoarthritis therapies.
Area of Science:
- Bioengineering
- Materials Science
- Cell Biology
- Translational Medicine
Background:
- Osteoarthritis (OA) disproportionately affects women, yet current in vitro models lack sex-specific considerations.
- Hormonal changes and subchondral bone remodeling, which differ between sexes, significantly influence OA progression.
- Existing experimental systems fail to fully replicate sex-dependent OA mechanisms, hindering research.
Purpose of the Study:
- To highlight the limitations of current sex-neutral in vitro OA models.
- To emphasize the need for sex-specific variables in OA research.
- To propose next-generation in vitro systems for improved OA mechanistic understanding and therapy development.
Main Methods:
- Review of existing in vitro osteoarthritis models and their limitations.
- Analysis of sex-specific factors influencing OA pathogenesis, including hormonal fluctuations and subchondral bone.
- Conceptualization of advanced in vitro systems integrating material properties, dynamic loading, and hormonal modulation.
Main Results:
- Current in vitro OA models do not adequately account for sex-specific biological differences.
- Sex-neutral assumptions in model design limit the capture of divergent OA disease trajectories.
- Advanced biomaterials and tunable conditions are necessary to address these limitations.
Conclusions:
- Next-generation in vitro systems integrating material properties, dynamic loading, and hormonal conditions are essential.
- These advanced models can improve mechanistic understanding of OA and enhance drug screening reliability.
- Developing sex-specific OA therapies requires a multidisciplinary approach combining bioengineering, materials science, and cell biology.
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