Department of Electrical and Computer Engineering, University of Patras, 25500, Patras, Greece.
Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland.
Sci Rep. 2022 May 16;12(1):8044. doi: 10.1038/s41598-022-11601-1.
Anterior cruciate ligament (ACL) tear is one of the most common knee injuries. The ACL reconstruction surgery aims to restore healthy knee function by replacing the injured ligament with a graft. Proper selection of the optimal surgery parameters is a complex task. To this end, we developed an automated modeling framework that accepts subject-specific geometries and produces finite element knee models incorporating different surgical techniques. Initially, we developed a reference model of the intact knee, validated with data provided by the Open Knee(s) project. This helped us evaluate the effectiveness of estimating ligament stiffness directly from MRI. Next, we performed a plethora of "what-if" simulations, comparing responses with the reference model. We found that (a) increasing graft pretension and radius reduces relative knee displacement, (b) the correlation of graft radius and tension should not be neglected, (c) graft fixation angle of 20[Formula: see text] can reduce knee laxity, and (d) single-versus double-bundle techniques demonstrate comparable performance in restraining knee translation. In most cases, these findings confirm reported values from comparative clinical studies. The numerical models are made publicly available, allowing for experimental reuse and lowering the barriers for meta-studies. The modeling approach proposed here can complement orthopedic surgeons in their decision-making.
前交叉韧带 (ACL) 撕裂是最常见的膝关节损伤之一。ACL 重建手术旨在通过移植替代受损的韧带来恢复健康的膝关节功能。选择最佳手术参数是一项复杂的任务。为此,我们开发了一个自动化建模框架,该框架可以接受特定于主体的几何形状,并生成包含不同手术技术的有限元膝关节模型。最初,我们开发了一个完整膝关节的参考模型,并使用 Open Knee(s) 项目提供的数据进行了验证。这有助于我们评估直接从 MRI 估计韧带刚度的有效性。接下来,我们进行了大量的“假设”模拟,将这些模拟的结果与参考模型进行了比较。我们发现:(a) 增加移植物预张力和半径会减小膝关节相对位移,(b) 移植物半径和张力的相关性不容忽视,(c) 20[Formula: see text]的移植物固定角可以减小膝关节松弛度,(d) 单束和双束技术在限制膝关节平移方面表现相当。在大多数情况下,这些发现与来自比较临床研究的报告值一致。这些数值模型已经公开,允许进行实验复用并降低元研究的门槛。这里提出的建模方法可以帮助矫形外科医生做出决策。