Exploring predictors of medial collateral ligament tears in lateral approach total knee replacement: A retrospective study

IF 1.5 Q3 ORTHOPEDICS Journal of orthopaedics Pub Date : 2024-09-12 DOI:10.1016/j.jor.2024.09.001
Michael S. Messieh , Steve V. Nguyen
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Abstract

Background

Medial collateral ligament (MCL) tears are uncommon in total knee replacement (TKR), but they pose significant surgical challenges, affecting recovery and outcomes. This study analyzed 18 (1.3 %) MCL tear cases from 1429 TKR procedures using a lateral subvastus approach. Logistic regression with Lasso regularization was used to assess factors like gender, BMI, and knee alignment. Midsubstance disruptions were the most common. MCL tears were more frequent in females, those with higher BMI, and valgus alignment. The Lasso model achieved an AUC of 0.83 and an F1 score of 0.76.

Methods

A retrospective analysis on 1429 TKR cases performed by three experienced surgeons using the Optimotion Implant system and specialized MCL retractors was conducted. The lateral subvastus approach without parapatellar arthrotomy. A hinged knee brace was applied postoperatively and a posterior stabilized insert was used for MCL tears. Demographic data were collected, and a Lasso regression model with data balancing, was employed to identify MCL tear predictors.

Results

Among the 1429 TKR cases, 18 cases (1.3 %) involved MCL tears. The average age of these patients was 67.3 years (not statistically significant). The average BMI for patients with MCL tears was 36.7, significantly higher than the overall group average of 31.5, suggesting a link between higher BMI and MCL tears. Females were notably more affected, making up 88.9 % of the MCL tear cases compared to 11.1 % of males. Regarding knee alignment, 38.9 % had valgus alignment (p < 0.05), No significant differences were observed in knee flexion or Knee Society Scores (KSS) following MCL tears.

Conclusions

Gender, BMI, and knee alignment are significant factors influencing the incidence of MCL tears in TKR procedures. The Lasso model effectively identified individuals at higher risk. Preventive measures, including surgeon training and the use of specialized MCL retractors, were implemented. Functional outcomes such as knee flexion and KSS scores did not show significant differences post-MCL tear.

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探索侧方入路全膝关节置换术中内侧副韧带撕裂的预测因素:回顾性研究
背景内侧副韧带(MCL)撕裂在全膝关节置换术(TKR)中并不常见,但却给手术带来了巨大挑战,影响了术后恢复和治疗效果。本研究分析了 1429 例全膝关节置换术(TKR)中 18 例(1.3%)MCL撕裂病例,均采用侧腹下入路。采用 Lasso 正则化逻辑回归评估性别、体重指数和膝关节排列等因素。中位中断最常见。MCL撕裂在女性、体重指数(BMI)较高者和膝关节外翻者中更为常见。方法对三位经验丰富的外科医生使用 Optimotion 植入系统和专用 MCL 牵开器完成的 1429 例 TKR 进行了回顾性分析。外侧乳突下入路不进行髌骨旁关节切开术。术后使用铰链式膝关节支架,MCL撕裂时使用后方稳定植入物。结果在 1429 例 TKR 中,有 18 例(1.3%)涉及 MCL 撕裂。这些患者的平均年龄为 67.3 岁(无统计学意义)。MCL撕裂患者的平均体重指数(BMI)为36.7,明显高于全组平均值(31.5),这表明较高的体重指数与MCL撕裂之间存在联系。女性患者明显较多,占 MCL 撕裂病例的 88.9%,而男性仅占 11.1%。结论性别、体重指数和膝关节排列是影响 TKR 手术中 MCL 撕裂发生率的重要因素。Lasso 模型能有效识别高风险人群。预防措施包括外科医生培训和使用专门的 MCL 牵开器。MCL撕裂后,膝关节屈曲和KSS评分等功能结果并无显著差异。
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来源期刊
CiteScore
3.50
自引率
6.70%
发文量
202
审稿时长
56 days
期刊介绍: Journal of Orthopaedics aims to be a leading journal in orthopaedics and contribute towards the improvement of quality of orthopedic health care. The journal publishes original research work and review articles related to different aspects of orthopaedics including Arthroplasty, Arthroscopy, Sports Medicine, Trauma, Spine and Spinal deformities, Pediatric orthopaedics, limb reconstruction procedures, hand surgery, and orthopaedic oncology. It also publishes articles on continuing education, health-related information, case reports and letters to the editor. It is requested to note that the journal has an international readership and all submissions should be aimed at specifying something about the setting in which the work was conducted. Authors must also provide any specific reasons for the research and also provide an elaborate description of the results.
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