Association of AI-determined Kellgren–Lawrence grade with medial meniscus extrusion and cartilage thickness by AI-based 3D MRI analysis in early knee osteoarthritis

• Published in: Scientific reports Vol. 13; no. 1; pp. 20093 - 14
• Main Authors: Sekiya, Ichiro, Katano, Hisako, Guermazi, Ali, Miura, Yugo, Okanouchi, Noriya, Tomita, Makoto, Masumoto, Jun, Kitazume, Yoshio, Koga, Hideyuki, Ozeki, Nobutake
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 16.11.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 692/698/1671/1354; 692/699/1670/407; Arthritis; Artificial Intelligence; Cartilage; Cartilage diseases; Cartilage, Articular - diagnostic imaging; Correlation coefficient; Femur; Humanities and Social Sciences; Humans; Knee; Knee Joint - diagnostic imaging; Magnetic Resonance Imaging; Menisci, Tibial - diagnostic imaging; Meniscus; multidisciplinary; Osteoarthritis; Osteoarthritis, Knee - diagnostic imaging; Science; Science (multidisciplinary); Thinning; Tibia
• ISSN: 2045-2322; 2045-2322
• DOI: 10.1038/s41598-023-46953-9

The associations among Kellgren–Lawrence (KL) grade, medial meniscus extrusion (MME), and cartilage thickness in knee osteoarthritis (OA) remain insufficiently understood. Our aim was to determine these associations in early to moderate medial tibiofemoral knee OA. We included 469 subjects with no lateral OA from the Kanagawa Knee Study. KL grade was assessed using artificial intelligence (AI) software. The MME was measured by MRI, and the cartilage thickness was evaluated in 18 subregions of the medial femorotibial joint by another AI system. The median MME width was 1.4 mm in KL0, 1.5 mm in KL1, 2.4 mm in KL2, and 6.0 mm in KL3. Cartilage thinning in the medial femur occurred in the anterior central subregion in KL1, expanded inwardly in KL2, and further expanded in KL3. Cartilage thinning in the medial tibia occurred in the anterior and middle external subregions in KL1, expanded into the anterior and middle central subregions in KL2, and further expanded in KL3. The absolute correlation coefficient between MME width and cartilage thickness increased as the KL grade increased in some subregions. This study provides novel insights into the early stages of knee OA and potentially has implications for the development of early intervention strategies.