Intelligent microstructure materials for diagnosis and treatment of osteoarthritis: progress and AI-enpowered future
Gao W., Zhong J., Liu X., Bai D., Wu M.
Narrative Review on Osteoarthritis, published in Bone Res (2025) — summary generated from the PubMed abstract.
Evidence from laboratory and animal studies provides groundwork for understanding mechanisms and potential before human studies continue.
- Level A · Stronger Clinical Evidence
- Level B · Emerging clinical evidence with positive signals
- Level C · Early human research exploring benefits
- Level D · Scientific groundwork from lab and animal studies
- Emerging · Emerging topic under active research
This page is generated from the PubMed record. The Thai description is an automated summary of bibliographic fields and the abstract, not a full translation, and is not medical advice.
- Study type
- Narrative Review
- Journal
- Bone Res (2025)
- Reported sample size
- —
- Source database
- Europe PMC
- PMID
- 41093836
- PMCID
- PMC12528451
- DOI
- 10.1038/s41413-025-00458-5
- Citations
- 2
Abstract (original English)
Osteoarthritis (OA) is a widespread joint disorder that has emerged as a significant global healthcare challenge. Over the past decade, advancements in material science and medicine have transformed the development of functional materials aimed at addressing the complex issues associated with the diagnosis and treatment of OA. This review synthesizes the latest advancements in various types of intelligent micro-structured materials and their design principles. By examining the exceptional structural characteristics of materials with unique properties such as tailored attributes, controllability, biocompatibility, and bioactivity, we emphasize the design of composite materials for precise and early intervention in OA. This is achieved through advanced imaging techniques and machine learning-based analysis, alongside the customization of micro-structured material properties to align with the biological and mechanical requirements of specific joint tissues. This review offers an in-depth analysis of the transformative potential of advanced technologies and artificial intelligence (AI) in the development of innovative solutions for OA diagnosis and therapy. It aims to inform future research and inspire the creation of next-generation smart materials with unprecedented performance, thereby enhancing our capabilities in the prevention and treatment of OA.
What this study does not prove
- • This study does not prove SVF is an approved treatment or a replacement for standard care.
- • This is a narrative review: it collects no new patient data and does not systematically appraise evidence quality.
Evidence level
Evidence from laboratory and animal studies provides groundwork for understanding mechanisms and potential before human studies continue.
How we grade evidenceBrowse all related research
Filter the research library by this study's title keywords, author, or publication year.
Related research
- Level ASystematic ReviewPubMed
Clinical Applications of Autologous Fat Grafting in Pathological Hand Conditions.
Systematic Review with a reported sample of 7 on Osteoarthritis, Scar, published in J Hand Surg Asian Pac Vol (2026) — summary generated from the PubMed abstract.
- 2026
- n = 7
J Hand Surg Asian Pac Vol - Level ASystematic ReviewEurope PMC
Optimizing Meniscus Allograft Transplantation - Reducing Extrusion and Restoring Joint Loading Mechanics: A Systematic Review
Systematic Review on Osteoarthritis, Meniscus Injury, published in Curr Rev Musculoskelet Med (2026) — summary generated from the PubMed abstract.
- 2026
Curr Rev Musculoskelet Med - Level AMeta-analysisPubMed
Clinical Outcomes of Biologic Therapies for Knee Osteoarthritis: A Systematic Review and Meta-analysis of Studies With ≥12-Month Follow-up.
Meta-analysis on Knee Osteoarthritis, Osteoarthritis, published in Mod Rheumatol (2026) — summary generated from the PubMed abstract.
- 2026
Mod Rheumatol - Level AMeta-analysisEurope PMC
Towards optimized rehabilitation with regenerative therapy: A systematic review and meta-analysis on the effects of cell-based injections for knee osteoarthritis
Meta-analysis on Knee Osteoarthritis, Osteoarthritis, published in Knee Surg Sports Traumatol Arthrosc (2026) — summary generated from the PubMed abstract.
- 2026
Knee Surg Sports Traumatol Arthrosc - Level ASystematic ReviewPubMed
Intra-articular fat grafting for pain relief and functioning improvement in patients with knee osteoarthritis: systematic review.
Systematic Review on Knee Osteoarthritis, Osteoarthritis, published in Disabil Rehabil (2026) — summary generated from the PubMed abstract.
- 2026
Disabil Rehabil - Level ASystematic ReviewPubMed
Research Landscape of Stem Cell Applications in Musculoskeletal Tissue: A Scoping Review.
Systematic Review on Knee Osteoarthritis, Osteoarthritis, published in Cells (2026) — summary generated from the PubMed abstract.
- 2026
Cells