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Tibial morphological difference between metal augmentation and actual tibia for revision total knee arthroplasty. 全膝关节置换术中金属增强物与实际胫骨的形态差异。
Q2 Medicine Pub Date : 2025-03-03 DOI: 10.1186/s43019-025-00262-9
Yushi Sakamoto, Shinichiro Nakamura, Yugo Morita, Shinichi Kuriyama, Kohei Nishitani, Sayako Sakai, Yuki Shinya, Shuichi Matsuda

Background: An overhang of the tibial component can cause irritation of the surrounding soft tissues, whereas an underhang is associated with risks of tibial bone resorption. It is not well known whether the tapering angle of currently available blocks at medial, lateral, anterior, and posterior sides matches the actual shape of the proximal tibia. The purpose of this study was to analyze the bony contour of the proximal tibia and measure the tapering angle to examine whether the angle of currently available metal augmentation blocks matches the actual tibia.

Methods: Computed tomography of the lower extremities was performed on 100 consecutive knees, and three-dimensional images of the tibia were reconstructed. The primary resection level was determined on the basis of a plane 10 mm below the center of the lateral tibial plateau. The assumed levels were set to 5, 10, 15, and 20 mm below the primary resection level. All points that were 5, 10, 15, or 20 mm below were projected onto the primary resection surface, and the reduction value from the primary level to each level was measured. The tapering angle was calculated on the basis of the reduction value from the primary level to each resection surface at eight areas and compared with the angle of currently available metal augmentation acquired from the company. The distances of mismatch between the metal augmentation and the bone surface were calculated.

Results: The tapering angle on the medial and lateral sides increased with the more distal resection level, which was up to 30° at the 20 mm level. The tapering angle on the posterior side also increased with the more distal resection level, which was approximately 40° at the 20 mm level. The tapering angle of the current implant was smaller than that of the original tibial morphology. The distances of mismatch varied between implants in which the maximum distance was up to 11.3 mm in the 15 mm augmentation.

Conclusions: The design of current metal augmentation differs from the morphology of the proximal tibia. Surgeons should pay attention to the size mismatch between the femoral and tibial components during revision total knee arthroplasty (TKA).

背景:胫骨构件的悬垂可引起周围软组织的刺激,而下悬垂则与胫骨骨吸收的风险相关。目前尚不清楚内侧、外侧、前部和后部可用的椎体块的锥形角度是否与胫骨近端实际形状相符。本研究的目的是分析胫骨近端骨轮廓,测量逐渐变细的角度,以检验目前可用的金属增强块的角度是否与实际胫骨相匹配。方法:对100例连续膝关节进行下肢计算机断层扫描,重建胫骨三维图像。在胫骨外侧平台中心下方10毫米的平面上确定一次切除水平。假设的水平被设置为5、10、15和20毫米低于初级切除水平。将5、10、15、20 mm以下的所有点投影到初级切面上,测量初级切面到各切面的缩小值。锥度角是根据8个区域从初级水平到每个切面的减小值计算的,并与公司目前可用的金属增强角度进行比较。计算金属增强体与骨表面的失配距离。结果:内侧和外侧的锥形角随着远端切除水平的增加而增加,在20 mm水平可达30°。后侧的锥形角也随着远端切除水平的增加而增加,在20 mm水平时约为40°。目前种植体的锥形角度小于原始胫骨形态。不同种植体之间的失配距离不同,在15 mm的增加中最大距离可达11.3 mm。结论:目前金属增强体的设计不同于胫骨近端形态。外科医生在翻修全膝关节置换术(TKA)中应注意股骨和胫骨部件之间的尺寸不匹配。
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引用次数: 0
Do knee alignment patterns differ between Middle Eastern and East Asian populations? A propensity-matched analysis using artificial intelligence. 中东和东亚人群的膝关节排列模式不同吗?使用人工智能进行倾向匹配分析。
Q2 Medicine Pub Date : 2025-03-03 DOI: 10.1186/s43019-025-00261-w
Jisoon Park, Oussama Chaar, Jayakrishnan Narayanakurup, Alamedin Sobhe Abdelsamea Abdelhamead, Du Hyun Ro, Sung Eun Kim

Introduction: Population-based differences in knee alignment patterns may impact osteoarthritis (OA) progression. This study compares lower extremity alignment in knee OA between Middle Eastern (UAE) and East Asian (South Korean) populations using artificial intelligence (AI)-assisted analysis.

Methods: A retrospective review included patients with knee symptoms from South Korea (2009-2019) and the United Arab Emirates (UAE) (2015-2024). Exclusion criteria comprised prior knee surgeries, significant bony attrition, and low-quality radiographs. Propensity score matching controlled for age and sex differences between populations. Alignment parameters (hip-knee-ankle angle (HKA), medial proximal tibial angle (MPTA), lateral distal femoral angle (LDFA), and joint line convergence angle (JLCA)) and OA severity (Kellgren-Lawrence (KL) grade) were measured using artificial intelligence (AI) software, along with the analysis of coronal plane alignment of the knee (CPAK) classification. Subanalyses by sex and age group (under 40, 40-60, and over 60 years) were also conducted.

Results: A total of 1098 UAE and 7138 South Korean patients (2196 and 14,276 knees, respectively) were evaluated in this study. Post-matching (1:2), body mass index was significantly higher in UAE patients (p < 0.001). CPAK type 1 was predominant in UAE male patients (42.4%), whereas type 2 was more common in South Korean male patients (30.6%). Female patients in both populations predominantly exhibited CPAK type 2 (UAE 30.6%; South Korea 35.3%). UAE patients showed a lower MPTA with increasing age, indicating a trend toward more varus alignment in older individuals.

Conclusions: A propensity score-matched analysis revealed significant alignment differences between Middle Eastern and East Asian populations, underscoring the importance of population-specific considerations in OA management.

基于人群的膝关节排列模式差异可能影响骨关节炎(OA)的进展。本研究使用人工智能(AI)辅助分析比较了中东(阿联酋)和东亚(韩国)人群膝关节OA的下肢对齐。方法:回顾性分析来自韩国(2009-2019)和阿拉伯联合酋长国(阿联酋)(2015-2024)的膝关节症状患者。排除标准包括既往膝关节手术、明显骨磨损和低质量x线片。倾向评分匹配控制了人群之间的年龄和性别差异。使用人工智能(AI)软件测量对齐参数(髋关节-膝关节-踝关节角(HKA)、胫骨内侧近端角(MPTA)、股骨外侧远端角(LDFA)和关节线会聚角(JLCA))和骨性关节炎严重程度(kell格林-劳伦斯(KL)分级),并分析膝关节冠状面对齐(CPAK)分类。按性别和年龄组(40岁以下、40-60岁和60岁以上)进行了亚分析。结果:本研究共评估了1098名阿联酋患者和7138名韩国患者(分别为2196和14276个膝关节)。匹配后(1:2),阿联酋患者的体重指数明显更高(p)。结论:倾向评分匹配分析揭示了中东和东亚人群的显著对齐差异,强调了OA管理中人群特异性考虑的重要性。
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引用次数: 0
McMurray's test is influenced by perimeniscal synovitis in degenerative meniscus tears. 在退行性半月板撕裂中,McMurray的试验受滑膜周围炎的影响。
Q2 Medicine Pub Date : 2025-02-28 DOI: 10.1186/s43019-024-00242-5
Yong Jun Jin, Jae-Young Park, Jun Young Chung, Sujin Noh, Hee-Woong Yun, Sumin Lim, Do Young Park

Background: McMurray's test is a useful physical examination in determining meniscus tears, yet its sensitivity is only 38-62%. Furthermore, the relationship between degenerative meniscus tears (DMT) and mechanical symptoms during McMurray's test is not well defined. Perimeniscal synovitis occurs in osteoarthritic (OA) knees, inducing localized symptoms such as posterior knee pain in medial meniscus posterior horn DMTs. This study aimed to determine the relationship between McMurray's test with medial meniscus DMT and perimeniscal synovitis in patients with knee OA.

Methods: We retrospectively analyzed 60 patients who underwent medial unicompartmental knee arthroplasty (UKA) with positive (n = 20) and negative (n = 40) preoperative McMurray's tests. Preoperative magnetic resonance imaging (MRI), intraoperative gross morphology, and histological analysis of meniscus and synovium were evaluated to determine meniscal tears and perimeniscal synovitis. Univariate and multivariate regression analyses were done to determine the effects of meniscus tears and synovitis on McMurray's test results.

Results: Gross morphology of the medial meniscus (MM) showed 14 out of 20 torn menisci in the McMurray's (+) group compared with 22 out of 40 in the (-) group, with no difference in meniscus tear severity among groups. The (+) group showed higher values of synovial thickness (p < 0.001) and area (p < 0.001) compared with the (-) group on magnetic resonance imaging (MRI). Histological analysis showed higher synovitis (p < 0.001) scores and expression of inflammatory markers [interleukin (IL)-1β (p < 0.001), IL-6 (p = 0.007), nerve growth factor (NGF) (p = 0.003), inducible nitric oxide synthase (iNOS) (p < 0.001)] in the perimeniscal synovium of (+) group compared with the (-) group. Multivariable logistic analysis revealed that larger synovial area [odds ratio (OR) = 1.106, p = 0.008] and a higher histologic synovitis score (OR = 2.595, p = 0.011) were independently significant predictive factors for a positive McMurray's test.

Conclusions: McMurray's test may be influenced by perimeniscal synovitis in DMT patients. The clinical implications of our results may influence not only the interpretation of McMurray's test but also the target tissue in treating mechanical symptoms related to meniscus tears.

Level of evidence: Level II.

背景:McMurray试验是确定半月板撕裂的有效体检,但其灵敏度仅为38-62%。此外,在McMurray试验中,退行性半月板撕裂(DMT)和机械症状之间的关系还没有很好的定义。骨膜周围滑膜炎发生于骨关节炎(OA)膝关节,可引起局部症状,如内侧半月板后角DMTs的膝关节后侧疼痛。本研究旨在确定McMurray试验与内侧半月板DMT与膝关节OA患者腹膜周围滑膜炎之间的关系。方法:我们回顾性分析60例行内侧单室膝关节置换术(UKA)的患者,术前McMurray试验阳性(n = 20)和阴性(n = 40)。术前磁共振成像(MRI),术中大体形态学,半月板和滑膜的组织学分析评估半月板撕裂和滑膜周围炎。单因素和多因素回归分析确定半月板撕裂和滑膜炎对McMurray试验结果的影响。结果:内侧半月板(MM)大体形态学显示,McMurray's(+)组撕裂的半月板中有14 / 20,而(-)组撕裂的半月板中有22 / 40,组间半月板撕裂严重程度无差异。(+)组滑膜厚度值较高(p)。结论:DMT患者的McMurray试验可能受滑膜周围炎的影响。我们的结果的临床意义可能不仅影响McMurray试验的解释,而且影响治疗半月板撕裂相关机械症状的靶组织。证据等级:二级。
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引用次数: 0
Caliper verification and gap measurements of kinematic alignment total knee arthroplasty utilizing an imageless, accelerometer-based navigation system. 利用无图像、基于加速度计的导航系统进行运动学对齐全膝关节置换术的卡尺验证和间隙测量。
Q2 Medicine Pub Date : 2025-02-17 DOI: 10.1186/s43019-025-00260-x
James H Sikes, Drew P Melancon, Isaac J Spears, Evan H Powers, Spencer J Montgomery

Purpose: Kinematic alignment (KA) in total knee arthroplasty (TKA) aims to restore the patient's knee to the prearthritic state. The purpose of this study was to investigate the accuracy of using an implant-agnostic, imageless, accelerometer-based navigation system to perform KA TKA on the basis of caliper verification and quantification of the flexion and extension gaps.

Materials and methods: Seven cadaveric lower extremities underwent primary TKA utilizing a kinematic alignment workflow with the imageless navigation system. Accuracy of the technique was confirmed through caliper verification of bone cuts.

Results: All cuts were within 1 mm of anticipated measurements, except for the lateral tibial fragment, which averaged 1 mm (standard deviation [SD] 0.9 mm) thicker than anticipated. In extension, medial and lateral gaps were symmetric and averaged within 0.6 mm of expectation. In flexion, the medial gap averaged within 0.5 mm of expectation, while the lateral gap averaged 2.6 mm larger than the symmetric expectation, consistently producing a trapezoidal space.

Conclusions: The implementation of an accelerometer-based navigation system in KA TKA allows for highly accurate results, which was confirmed with caliper verification. This workflow produced a symmetric extension gap and a trapezoidal flexion gap with an average increased lateral flexion gap of 2.6 mm compared with the medial side.

目的:全膝关节置换术(TKA)中的运动学对齐(KA)旨在使患者的膝关节恢复到关节炎前的状态。本研究的目的是探讨在卡尺验证和屈伸间隙量化的基础上,使用与植入物无关、无图像、基于加速度计的导航系统进行KA - TKA的准确性。材料和方法:利用无图像导航系统的运动学对齐工作流程,对7具尸体下肢进行了初级TKA。通过骨切割卡尺验证,证实了该技术的准确性。结果:除胫骨外侧碎片比预期厚1 mm(标准差[SD] 0.9 mm)外,所有切口均在预期测量值1 mm以内。此外,内侧和外侧间隙是对称的,平均在0.6 mm的预期范围内。在屈曲时,内侧间隙平均在0.5 mm内,而外侧间隙平均比对称期望大2.6 mm,始终形成一个梯形空间。结论:在KA TKA中实施基于加速度计的导航系统可以获得高度精确的结果,这一点通过卡尺验证得到了证实。该工作流程产生了对称的延伸间隙和梯形屈曲间隙,与内侧相比,平均增加了2.6 mm的侧向屈曲间隙。
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引用次数: 0
Relationship between muscle activation and sagittal knee joint biomechanics in patients with patellofemoral pain syndrome: a cross-sectional study. 髌骨股痛综合征患者肌肉激活与矢状膝关节生物力学的关系:一项横断面研究。
Q2 Medicine Pub Date : 2025-01-24 DOI: 10.1186/s43019-025-00259-4
Byung Sun Choi, Soon Bin Kwon, Sehyeon Jeon, Myeongjun Kim, Yunseo Ku, Du Hyun Ro, Hyuk-Soo Han

Background: Patellofemoral pain syndrome (PFPS) is one of the most common conditions affecting the knee joint, yet its pathomechanics remain unclear. The aim of this study was to investigate changes in muscle activation and gait patterns and to analyze the relationship between muscle activation and kinetic gait patterns in patients with PFPS.

Methods: This study included 31 patients with PFPS and 28 healthy volunteers without any symptoms. The sagittal plane motion of the knee joint, representing primary movement of the knee joint, was evaluated to identify changes in gait patterns. Electromyography (EMG) was used to measure muscle activation of vastus medialis (VM), vastus lateralis (VL), semitendinosus (ST), and gastrocnemius (GCM) muscles during gait analysis. Biomechanical features were analyzed during the three phases of the gait cycle; weight acceptance (WA), single limb support (SLS), and swing limb advancement (SLA) (0 ~ 12%, 13 ~ 50%, and 51 ~ 100% of the gait cycle, respectively).

Results: The average knee extension moment (KEM) during WA was lower in the patient group and no significant differences were observed in the knee flexion angle (KFA). With respect to muscle activation, the patient group showed significantly higher muscle activation of the ST muscle in all phases. As the absolute value of the moment increased, the activation of the VM, VL, and ST muscles increased more rapidly in the patient group, especially when KEM was under -1% body weight × height (Bw × Ht) or over 5% Bw × Ht.

Conclusions: Patients with PFPS exhibit elevated muscle activation, particularly in response to changes in the knee extension moment, which is likely a compensatory mechanism to manage knee joint loading during gait. These results highlight altered neuromuscular adaptations in PFPS, suggesting targeted therapies may help improve functional outcomes. Level of evidence III, cross-sectional study.

背景:髌股疼痛综合征(PFPS)是影响膝关节最常见的疾病之一,但其病理机制尚不清楚。本研究的目的是研究PFPS患者肌肉激活和步态模式的变化,并分析肌肉激活和动态步态模式之间的关系。方法:本研究纳入31例PFPS患者和28例无症状的健康志愿者。膝关节矢状面运动,代表膝关节的主要运动,评估以确定步态模式的变化。在步态分析过程中,采用肌电图(EMG)测量股内侧肌(VM)、股外侧肌(VL)、半腱肌(ST)和腓肠肌(GCM)的肌肉激活情况。分析步态周期三个阶段的生物力学特征;体重接受度(WA)、单肢支持度(SLS)和摆动肢推进度(SLA)分别占步态周期的0 ~ 12%、13 ~ 50%和51 ~ 100%。结果:患者组WA时平均膝关节伸直力矩(KEM)较低,膝关节屈曲角(KFA)无显著差异。在肌肉激活方面,患者组在各期均表现出明显较高的ST肌激活。随着力矩绝对值的增加,患者组VM、VL和ST肌的激活增加更快,特别是当KEM低于-1%体重×身高(Bw × Ht)或超过5%体重× Ht时。结论:PFPS患者表现出较高的肌肉激活,特别是对膝关节伸展力矩变化的反应,这可能是一种代偿机制,以控制步态时膝关节负荷。这些结果强调了PFPS中神经肌肉适应的改变,表明靶向治疗可能有助于改善功能结果。证据水平III,横断面研究。
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引用次数: 0
Correction: Pathologically altered articular cartilage attracts intense chondrocyte invasion into the extracellular matrix: in vitro pilot study. 更正:病理改变的关节软骨吸引强烈的软骨细胞侵入细胞外基质:体外初步研究。
Q2 Medicine Pub Date : 2025-01-20 DOI: 10.1186/s43019-024-00253-2
Victoria A Shestakova, Ilya D Klabukov, Ilya V Kolobaev, Longfeng Rao, Dmitry A Atiakshin, Michael A Ignatyuk, Mikhail E Krasheninnikov, Bagavdin G Ahmedov, Sergey A Ivanov, Peter V Shegay, Andrey D Kaprin, Denis S Baranovskii
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引用次数: 0
Two-stage revision anterior cruciate ligament reconstruction reduces failure risk but leads to lesser clinical outcomes than single-stage revision after primary anterior cruciate ligament graft failure: a retrospective cohort study. 一项回顾性队列研究:原发性前交叉韧带移植失败后,两期翻修前交叉韧带重建可降低失败风险,但其临床结果低于单期翻修。
Q2 Medicine Pub Date : 2025-01-15 DOI: 10.1186/s43019-024-00257-y
Anna M Ifarraguerri, George D Graham, Alexander B White, Alexander N Berk, Kennedy K Gachigi, Patrick N Siparsky, David P Trofa, Dana P Piasecki, James E Fleischli, Bryan M Saltzman

Background: There are no studies that compare the outcomes and complications of single-versus two-stage revision anterior cruciate ligament reconstruction (ACLR) after primary ACLR failure. This purpose of this study is to examine clinical and functional outcomes and complications associated with single and two-stage revision ACLR after primary ACLR failure.

Methods: All patients who underwent single or two-stage revision ACLR after primary ACLR failure between 2012 and 2021 with a minimum of a 2 year follow-up were included. Patients were excluded if they were not treated at our single academic institution, had inadequate follow-up, or had incomplete medical records. Revision intraoperative data, concomitant injuries, and complications were collected by chart review. Return to sport, numerical pain rating scale (NPRS) score, Knee injury and Osteoarthritis Outcome Score (KOOS), and Veteran Rands 12-item health survey (VR-12 scores) were collected.

Results: The final analysis included 176 patients. A total of 147 (83.5%) had a single-stage revision ACLR (87 male, 60 female), and 29 (16.5%) had a two-stage revision ACLR (13 male, 16 female). Two-stage revision ACLR was significantly associated with anterior knee pain [odds ratio (OR) 4.36; 95% confidence interval (CI) 1.5 to 12.65; P = 0.007] but with lower failure rates (OR 0.12, 95% CI 0.02 to 0.9; P = 0.04). On multivariate analysis, a two-stage revision ACLR reduced the risk of graft failure by 85% (OR 0.15; 95% CI 0.02 to 1.17; P = 0.07). Two-stage revision ACLR was significantly associated with a lower KOOS pain score (OR -11.7; 95% CI -22.35 to -1.04; P = 0.031), KOOS symptoms score (OR -17.11; 95% CI -28.85 to -5.36; P = 0.004), KOOS Activities of Daily Living (ADL) score (OR -11.15; 95% CI -21.71 to -0.59; P = 0.039) and Veterans RAND 12-Item Health Survey (VR-12) physical component score (OR -9.99; 95% CI -15.77 to -4.22; P = 0.001).

Conclusions: The clinical outcomes and subjective patient scores significantly differed between the single-stage and two-stage revision ACLR after primary ACLR failure. Patients with a two-stage revision ACLR had a significantly reduced risk of revision graft failure but higher rates of postoperative anterior knee pain, lower pain scores, and lesser knee functional scores than single-stage revision patients.

Study design: Retrospective cohort study; level of evidence, 3.

背景:目前还没有研究比较原发性前交叉韧带重建(ACLR)失败后单期翻修与两期翻修的结果和并发症。本研究的目的是检查原发性ACLR失败后单期和两期翻修ACLR的临床和功能结果以及并发症。方法:纳入2012年至2021年期间所有在原发性ACLR失败后接受单期或两期ACLR翻修的患者,并进行至少2年的随访。如果患者没有在我们单一的学术机构接受治疗,随访不充分或医疗记录不完整,则将其排除在外。通过图表复习收集术中修正资料、伴随损伤和并发症。收集恢复运动、数值疼痛评定量表(NPRS)评分、膝关节损伤和骨关节炎结局评分(oos)、退伍军人健康调查(VR-12)评分。结果:最终分析纳入176例患者。共有147例(83.5%)进行了单阶段ACLR翻修(男性87例,女性60例),29例(16.5%)进行了两阶段ACLR翻修(男性13例,女性16例)。两期ACLR翻修与前膝关节疼痛显著相关[优势比(OR) 4.36;95%置信区间(CI) 1.5 ~ 12.65;P = 0.007]但失败率较低(OR 0.12, 95% CI 0.02 ~ 0.9;p = 0.04)。在多变量分析中,两阶段ACLR改良降低了85%移植物失败的风险(OR 0.15;95% CI 0.02 ~ 1.17;p = 0.07)。两阶段改良ACLR与较低的KOOS疼痛评分显著相关(OR -11.7;95% CI -22.35 ~ -1.04;P = 0.031), kos症状评分(OR -17.11;95% CI -28.85 ~ -5.36;P = 0.004), kos日常生活活动(ADL)评分(OR -11.15;95% CI为-21.71 ~ -0.59;P = 0.039)和退伍军人RAND 12项健康调查(VR-12)身体成分评分(OR -9.99;95% CI -15.77 ~ -4.22;p = 0.001)。结论:原发性ACLR失败后,单期和两期改良ACLR的临床结局和患者主观评分有显著差异。与单期翻修患者相比,两期翻修ACLR患者的翻修移植物失败风险显著降低,但术后膝关节前侧疼痛发生率较高,疼痛评分较低,膝关节功能评分较低。研究设计:回顾性队列研究;证据水平,3。
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引用次数: 0
Risk factors of recurrent periprosthetic joint infection of the knee after two-stage reimplantation. 膝关节二期再植术后复发性假体周围关节感染的危险因素。
Q2 Medicine Pub Date : 2025-01-14 DOI: 10.1186/s43019-025-00258-5
Do Weon Lee, Hyuk-Soo Han, Du Hyun Ro

Introduction: Prosthetic joint infection (PJI) is one of the most common and detrimental complications of total knee replacement arthroplasty (TKA). Despite extensive efforts, including two-stage reimplantation, to eradicate PJI, it still recurs in a substantial number of patients. However, the risk factors of recurrence after two-stage reimplantation of the knee have not been established. In this study, it is hypothesized that there will be certain risk factors of recurrence after two-stage reimplantation for PJI of the knee.

Materials and methods: From March 2002 to December 2022, 65 knees that underwent two-stage reimplantation for PJIs in a single, tertiary hospital were retrospectively reviewed, and 44 patient-related, laboratory-related, and surgery-related factors, including body mass index, pathogen type, and the usage of transfusions, were selected as the potential risk factors for recurrence. Survival analysis using the Kaplan-Meier method and subsequent Cox proportional hazard regression were performed.

Results: Out of the 65 knees that underwent two-stage reimplantation, infection recurred in 15 knees (23.1%) in a median 11 (range 4-108) months. The Cox proportional hazards regression showed that infection of revision TKA, mixed pathogen-type infection, and higher serum erythrocyte sedimentation rate (ESR, mm/h) level increases the risk of recurrence (p-values < 0.001, 0.04, and 0.009; hazard ratios 40.29, 1.53, and 1.03, respectively).

Conclusions: A significant portion of PJI of the knees recurred after two-stage reimplantation. Revision TKA at the time of initial PJI, mixed pathogen-type infection, and higher serum ESR level were three significant risk factors of PJI recurrence. Surgeons should be more cautious in suspecting PJI relapse for these specific occasions.

Level of evidence: III, retrospective cohort study.

人工关节感染(PJI)是全膝关节置换术(TKA)中最常见和最有害的并发症之一。尽管进行了广泛的努力,包括两阶段的再植入术,以根除PJI,但它仍然在相当数量的患者中复发。然而,两期膝关节置换术后复发的危险因素尚未确定。本研究假设膝关节PJI二期再植后存在一定的复发危险因素。材料与方法:回顾性分析2002年3月至2022年12月在一家三级医院进行两期PJIs膝关节再植的65例膝关节,选取44例患者相关、实验室相关和手术相关因素,包括体重指数、病原体类型和输血使用情况,作为复发的潜在危险因素。采用Kaplan-Meier法进行生存分析,随后进行Cox比例风险回归。结果:在65个接受两次膝关节置换术的膝关节中,15个膝关节(23.1%)在中位11个月(范围4-108个月)内复发感染。Cox比例风险回归分析显示,改良TKA感染、混合病原体型感染和较高的血清红细胞沉降率(ESR, mm/h)水平增加了膝关节PJI复发的风险(p值)。PJI发生时的改期TKA、混合病原体型感染、血清ESR升高是PJI复发的三个显著危险因素。在这些特殊情况下,外科医生在怀疑PJI复发时应更加谨慎。证据等级:III级,回顾性队列研究。
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引用次数: 0
Comparing prediction accuracy for 30-day readmission following primary total knee arthroplasty: the ACS-NSQIP risk calculator versus a novel artificial neural network model. 比较初次全膝关节置换术后30天再入院的预测准确性:ACS-NSQIP风险计算器与新型人工神经网络模型
Q2 Medicine Pub Date : 2025-01-13 DOI: 10.1186/s43019-024-00256-z
Anirudh Buddhiraju, Michelle Riyo Shimizu, Tony Lin-Wei Chen, Henry Hojoon Seo, Blake M Bacevich, Pengwei Xiao, Young-Min Kwon

Background: Unplanned readmission, a measure of surgical quality, occurs after 4.8% of primary total knee arthroplasties (TKA). Although the prediction of individualized readmission risk may inform appropriate preoperative interventions, current predictive models, such as the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) surgical risk calculator (SRC), have limited utility. This study aims to compare the predictive accuracy of the SRC with a novel artificial neural network (ANN) algorithm for 30-day readmission after primary TKA, using the same set of clinical variables from a large national database.

Methods: Patients undergoing primary TKA between 2013 and 2020 were identified from the ACS-NSQIP database and randomly stratified into training and validation cohorts. The ANN was developed using data from the training cohort with fivefold cross-validation performed five times. ANN and SRC performance were subsequently evaluated in the distinct validation cohort, and predictive performance was compared on the basis of discrimination, calibration, accuracy, and clinical utility.

Results: The overall cohort consisted of 365,394 patients (trainingN = 362,559; validationN = 2835), with 11,392 (3.1%) readmitted within 30 days. While the ANN demonstrated good discrimination and calibration (area under the curve (AUC)ANN = 0.72, slope = 1.32, intercept = -0.09) in the validation cohort, the SRC demonstrated poor discrimination (AUCSRC = 0.55) and underestimated readmission risk (slope = -0.21, intercept = 0.04). Although both models possessed similar accuracy (Brier score: ANN = 0.03; SRC = 0.02), only the ANN demonstrated a higher net benefit than intervening in all or no patients on the decision curve analysis. The strongest predictors of readmission were body mass index (> 33.5 kg/m2), age (> 69 years), and male sex.

Conclusions: This study demonstrates the superior predictive ability and potential clinical utility of the ANN over the conventional SRC when constrained to the same variables. By identifying the most important predictors of readmission following TKA, our findings may assist in the development of novel clinical decision support tools, potentially improving preoperative counseling and postoperative monitoring practices in at-risk patients.

背景:4.8%的原发性全膝关节置换术(TKA)发生意外再入院,这是衡量手术质量的一个指标。虽然个体化再入院风险的预测可以为适当的术前干预提供信息,但目前的预测模型,如美国外科医师学会国家手术质量改进计划(ACS-NSQIP)手术风险计算器(SRC)的实用性有限。本研究旨在比较SRC与新型人工神经网络(ANN)算法对原发性TKA后30天再入院的预测准确性,使用来自大型国家数据库的相同临床变量集。方法:从ACS-NSQIP数据库中筛选2013年至2020年期间接受原发性TKA的患者,随机分为培训和验证队列。人工神经网络是使用来自训练队列的数据开发的,并进行了五次交叉验证。随后在不同的验证队列中评估ANN和SRC的性能,并在区分、校准、准确性和临床实用性的基础上比较预测性能。结果:整个队列包括365,394名患者(训练n = 362,559;validationN = 2835),其中11,392(3.1%)在30天内再次入院。在验证队列中,人工神经网络表现出良好的识别和校准能力(曲线下面积(AUC)ANN = 0.72,斜率= 1.32,截距= -0.09),而人工神经网络表现出较差的识别能力(AUCSRC = 0.55),低估了再入院风险(斜率= -0.21,截距= 0.04)。虽然两种模型具有相似的准确性(Brier评分:ANN = 0.03;SRC = 0.02),决策曲线分析显示,只有人工神经网络比全部或不干预患者表现出更高的净收益。再入院的最强预测因子是体重指数(33.5 kg/m2)、年龄(69岁)和男性。结论:本研究表明,在相同的变量约束下,人工神经网络的预测能力和潜在的临床应用价值优于传统的SRC。通过确定TKA后再入院的最重要预测因素,我们的研究结果可能有助于开发新的临床决策支持工具,潜在地改善高危患者的术前咨询和术后监测实践。
{"title":"Comparing prediction accuracy for 30-day readmission following primary total knee arthroplasty: the ACS-NSQIP risk calculator versus a novel artificial neural network model.","authors":"Anirudh Buddhiraju, Michelle Riyo Shimizu, Tony Lin-Wei Chen, Henry Hojoon Seo, Blake M Bacevich, Pengwei Xiao, Young-Min Kwon","doi":"10.1186/s43019-024-00256-z","DOIUrl":"10.1186/s43019-024-00256-z","url":null,"abstract":"<p><strong>Background: </strong>Unplanned readmission, a measure of surgical quality, occurs after 4.8% of primary total knee arthroplasties (TKA). Although the prediction of individualized readmission risk may inform appropriate preoperative interventions, current predictive models, such as the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) surgical risk calculator (SRC), have limited utility. This study aims to compare the predictive accuracy of the SRC with a novel artificial neural network (ANN) algorithm for 30-day readmission after primary TKA, using the same set of clinical variables from a large national database.</p><p><strong>Methods: </strong>Patients undergoing primary TKA between 2013 and 2020 were identified from the ACS-NSQIP database and randomly stratified into training and validation cohorts. The ANN was developed using data from the training cohort with fivefold cross-validation performed five times. ANN and SRC performance were subsequently evaluated in the distinct validation cohort, and predictive performance was compared on the basis of discrimination, calibration, accuracy, and clinical utility.</p><p><strong>Results: </strong>The overall cohort consisted of 365,394 patients (training<sub>N</sub> = 362,559; validation<sub>N</sub> = 2835), with 11,392 (3.1%) readmitted within 30 days. While the ANN demonstrated good discrimination and calibration (area under the curve (AUC)<sub>ANN</sub> = 0.72, slope = 1.32, intercept = -0.09) in the validation cohort, the SRC demonstrated poor discrimination (AUC<sub>SRC</sub> = 0.55) and underestimated readmission risk (slope = -0.21, intercept = 0.04). Although both models possessed similar accuracy (Brier score: ANN = 0.03; SRC = 0.02), only the ANN demonstrated a higher net benefit than intervening in all or no patients on the decision curve analysis. The strongest predictors of readmission were body mass index (> 33.5 kg/m<sup>2</sup>), age (> 69 years), and male sex.</p><p><strong>Conclusions: </strong>This study demonstrates the superior predictive ability and potential clinical utility of the ANN over the conventional SRC when constrained to the same variables. By identifying the most important predictors of readmission following TKA, our findings may assist in the development of novel clinical decision support tools, potentially improving preoperative counseling and postoperative monitoring practices in at-risk patients.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"37 1","pages":"3"},"PeriodicalIF":0.0,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11727824/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142980236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Racial, socioeconomic, and payer status disparities in utilization of unicompartmental knee arthroplasty in the USA. 种族、社会经济和付款人地位差异在美国单室膝关节置换术的应用。
Q2 Medicine Pub Date : 2025-01-09 DOI: 10.1186/s43019-024-00227-4
Suraj A Dhanjani, Jessica Schmerler, Nauman Hussain, Daniel Badin, Uma Srikumaran, Vishal Hegde, Julius K Oni

Background: Unicompartmental knee arthroplasty (UKA) is a surgical treatment for knee osteoarthritis associated with lower morbidity compared with total knee arthroplasty (TKA) in patients with isolated unicompartmental knee arthritis. As disparities have been noted broadly in arthroplasty care, it follows that such disparities might be present in the utilization of UKA relative to TKA. This study therefore examined racial/ethnic, socioeconomic, and payer status differences in utilization of UKA.

Methods: Patients who underwent UKA or TKA between 2016 and 2020 in the National Inpatient Sample were identified. Multivariable Poisson regression models adjusted for hospital geographic region and patient characteristics [age, sex, and Elixhauser Comorbidity Index (ECI)] were used to examine the effect of race/ethnicity, socioeconomic status, and payer status on incidence rate ratio of UKA relative to TKA.

Results: Of the 8472 UKA patients and 639,937 TKA patients identified between 2016 and 2020, 8027 (94.7%) UKA patients and 606,028 (94.7%) TKA patients met inclusion criteria. Patients who underwent UKA were significantly younger (63.5 ± 10.7 years) than patients who underwent TKA (66.8 ± 9.5 years; p < 0.001) and had significantly lower ECI scores (1.8 ± 1.5) than patients who underwent TKA (2.2 ± 1.6; p < 0.001). Black patients were less likely to undergo UKA relative to TKA compared with white patients [incidence rate ratio (IRR) 0.64, confidence interval (CI) 0.58-0.71, p < 0.001]. Compared with patients in income quartile 4, patients in income quartiles 1 and 2 underwent UKA at a lower relative rate (IRR 0.85, CI 0.79-0.90, p < 0.001 and IRR 0.87, CI 0.82-0.93, p < 0.001, respectively). Compared with patients with private insurance, patients with Medicare underwent UKA at a lower relative rate (IRR 0.83, CI 0.79-0.88, p < 0.001).

Conclusions: Black patients, lower-income patients, and Medicare-insured patients undergo UKA at a lower relative rate than white, higher-income, and privately insured patients, respectively. Further research may help elucidate reasons for these differences and identify targets for intervention.

背景:单室膝关节置换术(UKA)是一种治疗孤立性单室膝关节关节炎的手术治疗方法,与全膝关节置换术(TKA)相比,发病率较低。由于在关节置换术护理中广泛注意到差异,因此,这种差异可能存在于UKA相对于TKA的应用中。因此,本研究考察了种族/民族、社会经济和支付者地位在UKA使用方面的差异。方法:选取2016年至2020年间在全国住院患者样本中接受过UKA或TKA的患者。采用调整了医院地理区域和患者特征(年龄、性别和Elixhauser共病指数(ECI))的多变量泊松回归模型来检验种族/民族、社会经济地位和支付者地位对UKA相对于TKA发病率比的影响。结果:2016 - 2020年共纳入8472例UKA患者和639937例TKA患者,其中8027例(94.7%)UKA患者和606028例(94.7%)TKA患者符合纳入标准。接受UKA的患者明显比接受TKA的患者年轻(63.5±10.7岁)(66.8±9.5岁);p结论:黑人患者、低收入患者和医疗保险患者发生UKA的相对比率分别低于白人、高收入患者和私人保险患者。进一步的研究可能有助于阐明这些差异的原因,并确定干预的目标。
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引用次数: 0
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Knee Surgery and Related Research
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