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基于人工智能的 3D MRI 分析在早期膝关节骨关节炎中,AI 确定的 Kellgren-Lawrence 分级与内侧半月板突出和软骨厚度的相关性。

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

机构信息

Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan.

Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.

出版信息

Sci Rep. 2023 Nov 16;13(1):20093. doi: 10.1038/s41598-023-46953-9.

DOI:10.1038/s41598-023-46953-9
PMID:37973855
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10654518/
Abstract

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.

摘要

在膝骨关节炎(OA)中,Kellgren-Lawrence(KL)分级、内侧半月板突出(MME)和软骨厚度之间的关联仍未得到充分理解。我们的目的是确定早期至中度内侧胫股膝关节 OA 中的这些关联。我们纳入了来自神奈川膝关节研究的 469 名无外侧 OA 的受试者。KL 分级采用人工智能(AI)软件进行评估。MME 通过 MRI 测量,软骨厚度通过另一个 AI 系统评估内侧股骨胫骨关节的 18 个亚区。KL0 的中位数 MME 宽度为 1.4mm,KL1 为 1.5mm,KL2 为 2.4mm,KL3 为 6.0mm。KL1 中股骨内侧的前中央亚区出现软骨变薄,KL2 中向内扩展,KL3 中进一步扩展。KL1 中胫骨内侧的前外侧和中外部亚区出现软骨变薄,KL2 中向前后中央亚区扩展,KL3 中进一步扩展。在某些亚区中,MME 宽度和软骨厚度之间的绝对相关系数随着 KL 分级的增加而增加。本研究为膝关节 OA 的早期阶段提供了新的见解,并可能对早期干预策略的发展具有重要意义。

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