Liu Tingting, Xie Hao, Yan Songhua, Zeng Jizhou, Zhang Kuan
School of Biomedical Engineering, Capital Medical University, Beijing 100071, China.
Department of Orthopedics, Beijing Luhe Hospital, Capital Medical University, Beijing 101100, China.
Bioengineering (Basel). 2024 Dec 20;11(12):1299. doi: 10.3390/bioengineering11121299.
Thigh muscles greatly influence knee joint loading, and abnormal loading significantly contributes to the progression of knee osteoarthritis (KOA). Muscle weakness in KOA patients is common, but the specific contribution of each thigh muscle to joint loading is unclear. The gait data from 10 severe female KOA patients and 10 controls were collected, and the maximum isometric forces of the biceps femoris long head (BFL), semitendinosus (ST), rectus femoris (RF), vastus lateralis (VL), and vastus medialis (VM) were calibrated via ultrasound. Four musculoskeletal (MSK) models were developed based on EMG-assisted optimization, static optimization, and ultrasound data. The ultrasound-calibrated EMG-assisted MSK model achieved higher accuracy (R > 0.97, RMSE < 0.045 Nm/kg). Patients exhibited increased VL and VM forces ( < 0.004) and decreased RF force ( < 0.006), along with elevated medial and total joint contact forces ( < 0.001) and reduced lateral forces ( < 0.001) compared to controls. The affected side relied on VL and BFL the most ( < 0.042), while RF was key for the unaffected side ( < 0.003). Ultrasound calibration and EMG-assisted optimization significantly enhanced MSK model accuracy. Patients exerted greater quadriceps and hamstring forces bilaterally, shifting knee loading medially, and depended more on the lateral thigh muscles on the affected side. Hamstrings contributed more to joint contact forces, while quadriceps' contributions decreased.
大腿肌肉对膝关节负荷有很大影响,异常负荷是膝关节骨关节炎(KOA)进展的重要因素。KOA患者肌肉无力很常见,但每条大腿肌肉对关节负荷的具体作用尚不清楚。收集了10名重度女性KOA患者和10名对照者的步态数据,并通过超声校准了股二头肌长头(BFL)、半腱肌(ST)、股直肌(RF)、股外侧肌(VL)和股内侧肌(VM)的最大等长肌力。基于肌电图辅助优化、静态优化和超声数据建立了四个肌肉骨骼(MSK)模型。超声校准的肌电图辅助MSK模型具有更高的准确性(R>0.97,RMSE<0.045 Nm/kg)。与对照组相比,患者的VL和VM力增加(<0.004),RF力降低(<0.006),同时内侧和总关节接触力升高(<0.001),外侧力降低(<0.001)。患侧对VL和BFL的依赖最大(<0.042),而RF对健侧起关键作用(<0.003)。超声校准和肌电图辅助优化显著提高了MSK模型的准确性。患者双侧股四头肌和腘绳肌用力更大,膝关节负荷向内转移,患侧对外侧大腿肌肉的依赖更大。腘绳肌对关节接触力的贡献更大,而股四头肌的贡献则减少。