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In vivo kinematic analysis of failure cases after nonanatomical anterior cruciate ligament reconstruction: a preliminary study. 非解剖性前交叉韧带重建失败病例的体内运动学分析:初步研究。
Q2 Medicine Pub Date : 2024-12-30 DOI: 10.1186/s43019-024-00254-1
Tomofumi Kage, Shuji Taketomi, Tetsuya Tomita, Takaharu Yamazaki, Ryota Yamagami, Kenichi Kono, Kohei Kawaguchi, Ryo Murakami, Takahiro Arakawa, Takashi Kobayashi, Hiroshi Inui, Sakae Tanaka

Background: Nonanatomical anterior cruciate ligament (ACL) reconstruction occasionally induces ACL failure without an evident injury episode, necessitating revision surgery. Although the in vivo kinematics of ACL deficiency before primary ACL reconstruction are well documented, the kinematics of ACL failure after nonanatomical reconstruction remain unexplored. The aim of this study is to investigate ACL failure kinematics following nonanatomical reconstruction.

Patients and methods: This study enrolled three patients with ACL failure after nonanatomical reconstruction, 20 normal and 16 ACL-deficient knees. The anteroposterior (AP) translation of the medial and lateral femoral condyles and center of the femur and femoral rotation relative to the tibia during squatting were evaluated using a two- to three-dimensional registration technique under fluoroscopy.

Results: Medial AP translation of the nonanatomically reconstructed knee in one patient showed posterior location and abnormal kinematics compared with the ACL-deficient knees. In contrast, the lateral AP position of the nonanatomically reconstructed knees in two patients were more posteriorly located and showed more abnormal kinematics than the ACL-deficient knees. Central AP translation of the nonanatomically reconstructed knees in two patients was located more posteriorly throughout the range of midflexion. Femoral rotation of the nonanatomically reconstructed knees showed abnormal kinematics compared with that of the normal and ACL-deficient knees.

Conclusions: By independently assessing the medial and lateral aspects of the femur, the medial or lateral condyle of the femur of nonanatomically reconstructed knees exhibited a more pronounced abnormality compared with ACL-deficient knees. The femur of the nonanatomically reconstructed knees showed abnormal rotational kinematics. Considering the kinematic aspect, nonanatomical ACL reconstruction should be avoided.

背景:非解剖性前交叉韧带(ACL)重建偶尔会导致ACL失败,但没有明显的损伤事件,需要翻修手术。虽然在初次ACL重建之前,ACL缺陷的体内运动学已经有了很好的记录,但在非解剖性重建后,ACL失效的运动学仍然没有被研究。本研究的目的是研究非解剖重建后ACL失效的运动学。患者和方法:本研究纳入了3例非解剖性重建后ACL功能衰竭患者,20例正常膝关节和16例ACL缺陷膝关节。在透视下使用二维到三维定位技术评估深蹲时股骨内侧和外侧髁的前后移位、股骨中心和股骨相对于胫骨的旋转。结果:与acl缺失的膝关节相比,1例患者非解剖重建膝关节内侧AP平移显示后位和运动异常。相比之下,两例非解剖重建的膝关节的外侧AP位置比acl缺陷的膝关节更后位,并且表现出更多的异常运动学。两例患者非解剖重建膝关节的中心AP移位位于整个中屈范围的更后方。与正常膝关节和acl缺陷膝关节相比,非解剖重建膝关节的股骨旋转表现出异常的运动学。结论:通过独立评估股骨的内侧和外侧,非解剖重建膝关节的股骨内侧或外侧髁与缺乏acl的膝关节相比表现出更明显的异常。非解剖重建的膝关节股骨表现出异常的旋转运动学。考虑到运动学方面,应避免非解剖性ACL重建。
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引用次数: 0
A comparative analysis of platelet-rich plasma alone versus combined with extracorporeal shockwave therapy in athletes with patellar tendinopathy and knee pain: a randomized controlled trial. 对患有髌骨肌腱病和膝关节疼痛的运动员单独使用富血小板血浆与结合使用体外冲击波疗法的比较分析:随机对照试验。
Q2 Medicine Pub Date : 2024-12-17 DOI: 10.1186/s43019-024-00252-3
Shun-Wun Jhan, Kuan-Ting Wu, Wen-Yi Chou, Po-Cheng Chen, Ching-Jen Wang, Wen-Chiung Huang, Jai-Hong Cheng

Background: Patellar tendinopathy, also known as jumper's knee, can significantly impact the quality of daily life for patients due to the associated pain. A randomized controlled trial was investigated the clinical, sonographic, and serum cytokine markers in patellar tendinopathy of athletes following platelet-rich plasma (PRP) or PRP with extracorporeal shockwave therapy (ESWT) treatments. Our aims to investigate and compare therapeutic effects of PRP versus a combination of PRP with ESWT for treating patellar tendinopathy.

Methods: A total of 33 athletes with patellar tendinopathy were randomized into two groups. PRP + Sham (PS) group received intraarticular injection of autologous PRP (5 mL) once and sham ESWT. PRP + ESWT (PE) group received intraarticular injection of autologous PRP once and after 1 week ESWT (0.2 mJ/mm2 energy flux density, 1350 impulses, 4 Hz) once. All patients were followed up for 1 year.

Results: Autologous PRP injection and its combination with ESWT are both effective treatments for chronic patellar tendinopathy in athletes. PRP combined with ESWT resulted in faster reduction of knee pain than PRP alone at the 1-month follow-up. Serum IL-33 showed no significant difference at the 12-month follow-up. Levels of interleukin (IL)-6, IL-15, and IL-17 increased at the 12-month follow-up, potentially due to the additional training. However, the athletes did not report any discomfort or injuries, and no abnormalities were detected by ultrasonography after study. We demonstrated improvements in pain and functional scores, as well as knee injury protection in athletes, following 12 months of PRP and PRP with ESWT treatments.

Conclusions: The study analyzed the therapeutic effect of PRP injection alone and combining PRP injection with ESWT for chronic patellar tendinopathy. Our results showed that combined treatment can facilitate the pain relief early than PRP alone and is a safety treatment modality. No adverse effect was noted in our study. Trial registration Research registry and the registration number is researchregistry9518. Registered 14 September 2023. https://www.researchregistry.com/browse-the-registry#home/registrationdetails/650263e4f549fd00282a338c/ . The level of evidence is level II.

背景:髌骨肌腱病变,也被称为跳腿膝,由于相关的疼痛会显著影响患者的日常生活质量。一项随机对照试验研究了富血小板血浆(PRP)或PRP联合体外冲击波治疗(ESWT)后运动员髌骨肌腱病变的临床、超声和血清细胞因子标志物。我们的目的是研究和比较PRP与PRP联合ESWT治疗髌骨肌腱病变的疗效。方法:将33例髌骨肌腱病变运动员随机分为两组。PRP + Sham (PS)组给予自体PRP (5 mL)关节内注射1次,同时给予假ESWT。PRP + ESWT (PE)组关节内注射自体PRP 1次,1周后ESWT (0.2 mJ/mm2能量通量密度,1350脉冲,4 Hz) 1次。所有患者均随访1年。结果:自体PRP注射及联合ESWT治疗运动员慢性髌骨肌腱病变均有较好的疗效。在1个月的随访中,PRP联合ESWT比单独PRP更快地减轻了膝关节疼痛。随访12个月,血清IL-33无显著差异。在12个月的随访中,白细胞介素(IL)-6、IL-15和IL-17的水平升高,可能是由于额外的训练。然而,运动员没有报告任何不适或损伤,研究后超声检查未发现异常。我们证明了在PRP和PRP与ESWT治疗12个月后,运动员的疼痛和功能评分以及膝关节损伤保护得到改善。结论:本研究分析了单纯PRP注射及PRP注射联合ESWT治疗慢性髌骨肌腱病变的疗效。我们的结果表明,联合治疗比单独PRP更早缓解疼痛,是一种安全的治疗方式。本研究未发现不良反应。试验注册研究注册,注册号为researchregistry9518。注册于2023年9月14日。/ registrationdetails / 650263 e4f549fd00282a338c / https://www.researchregistry.com/browse-the-registry回家。证据等级为二级。
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引用次数: 0
Quantifying fluid retention following modern pain management in TKA: an observational study. TKA患者现代疼痛管理后液体潴留的量化:一项观察性研究。
Q2 Medicine Pub Date : 2024-12-16 DOI: 10.1186/s43019-024-00251-4
Parkpoom Somrak, Aree Tanavalee, Srihatach Ngarmukos, Chotetawan Tanavalee, Chavarin Amarase, Nonn Jaruthien, Wirinaree Kampitak

Background: Body fluid retention after major surgeries, including total knee arthroplasty (TKA), is well documented in the literature. Currently, multimodal pain control protocols consisting of several medications together with early discharge protocol may magnify this adverse event after a patient's discharge. However, no study has focused on the quantitative and chronological changes in body fluids following modern pain management protocols for TKA. The aim of this study was to investigate the perioperative total body water (TBW) change in patient undergoing TKA.

Patients and methods: A consecutive series of 85 patients undergoing primary unilateral TKA, with uniform hospital admission, multimodal pain control, and rehabilitation protocol, had five consecutive multifrequency bioelectrical impedance analysis (BIA) scans; baseline, postoperative day 1 (POD 1), postoperative day 3 (POD 3), 2 weeks, and 6 weeks. Changes in TBW, body weight, corticosteroid-fluid retention dose-response relationship, and complications were evaluated.

Results: Seventy patients completed all five scans and follow-ups. Female patients were dominant, with a mean age of 69.5 years. There were no perioperative complications. At 24 h, the mean total fluid input and output were 3695.14 mL and 1983.43 mL, respectively, with 1711.71 mL increments and a mean accumulative dosage of dexamethasone of 15.14 mg. The mean TBW increased by 2.61 L on POD 1 and continued to peak at 3.2 L on POD 3, then gradually decreased at 2 weeks and reached the baseline level at 6 weeks postoperatively. Similarly, the mean body weight increased to 2.8 kg on POD 1, reached the maximum point at 3.42 kg on POD 3, and returned to baseline at 6 weeks.

Conclusions: Fluid retention following multimodal pain control in TKA increased from POD 1, peaked on POD 3, and gradually returned to the baseline at 6 weeks. With early discharge protocol, patient education regarding fluid retention after discharge should be considered.

背景:大手术后体液潴留,包括全膝关节置换术(TKA),在文献中有很好的记录。目前,由多种药物组成的多模式疼痛控制方案以及早期出院方案可能会放大患者出院后的不良事件。然而,没有研究集中在TKA的现代疼痛管理方案后体液的数量和时间变化。本研究旨在探讨全膝关节置换术患者围手术期全身水分(TBW)的变化。患者和方法:连续85例接受原发性单侧TKA的患者,采用统一的住院方式,多模式疼痛控制和康复方案,连续进行5次多频生物电阻抗分析(BIA)扫描;基线、术后第1天(POD 1)、术后第3天(POD 3)、2周和6周。评估TBW、体重、皮质类固醇-体液潴留剂量-反应关系和并发症的变化。结果:70例患者完成了所有5次扫描和随访。女性患者居多,平均年龄69.5岁。无围手术期并发症。24 h时,平均总液体输入量为3695.14 mL,总液体输出量为1983.43 mL,增量量为1711.71 mL,地塞米松平均累计剂量为15.14 mg。平均TBW在POD 1时增加2.61 L,在POD 3时继续达到峰值3.2 L,然后在2周逐渐下降,并在术后6周达到基线水平。同样,在POD 1时,平均体重增加到2.8 kg,在POD 3时达到最大值3.42 kg,并在6周时恢复到基线。结论:多模式疼痛控制后TKA患者体液潴留从POD 1开始增加,在POD 3达到峰值,并在6周时逐渐恢复到基线。根据早期出院方案,应考虑对患者进行出院后液体潴留的教育。
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引用次数: 0
Does septic arthritis after anterior cruciate ligament reconstruction lead to poor outcomes? A systematic review and meta-analysis of observational studies. 前交叉韧带重建后脓毒性关节炎会导致不良的预后吗?观察性研究的系统回顾和荟萃分析。
Q2 Medicine Pub Date : 2024-12-05 DOI: 10.1186/s43019-024-00248-z
Ashleigh Peng Lin, Bao Tu Thai Nguyen, Son Quang Tran, Yi-Jie Kuo, Shu-Wei Huang, Yu-Pin Chen

Background: Septic arthritis is a rare but devastating complication after anterior cruciate ligament reconstruction (ACLR). While early treatment can prevent significant graft complications, outcomes are often inferior to those in uncomplicated ACLR. Furthermore, whether to retain or remove the graft after infection remains debatable. Therefore, we sought to compare the outcomes of septic arthritis post ACLR with uncomplicated ACLR and evaluate graft retention versus removal in infected patients.

Methods: We conducted a systematic review and meta-analysis in which PubMed, Embase, and Cochrane Library databases were searched. Clinical studies were included if they compared patient-reported, clinician-reported, or radiographic outcomes (minimum follow-up of 12 months) between patients with post-ACLR septic arthritis and those with uncomplicated ACLR or that compared graft retention and removal in patients with post-ACLR septic arthritis.

Results: Thirteen studies were retrieved. Patients with post-ACLR septic arthritis reported inferior Lysholm Knee Scoring Scale scores (mean difference (MD) 7.53; 95% confidence interval (CI) 3.20-11.86; P = 0.0006), Tegner Activity Scale scores (MD, 1.42; 95% CI 1.07-1.76; P < .00001), and return to sports rates (53% versus 76%, respectively) to those of patients with uncomplicated ACLR. Patients with post-ACLR septic arthritis and those with uncomplicated ACLR did not differ in terms of the pooled estimate of various clinician-reported outcomes, such as the objective International Knee Documentation Committee score, anterior-posterior laxity, pivot shift, and Lachman test results. Furthermore, no significant difference was noted between the aforementioned patient groups regarding osteoarthritis (detected radiographically). Graft retention led to better patient- and clinician-reported outcomes than graft removal.

Conclusions: Despite similar clinician-reported outcomes and osteoarthritis rates, patients with post-ACLR septic arthritis reported worse outcomes than those with uncomplicated ACLR. Graft retention leads to improved patient- and clinician-reported outcomes compared with the outcomes of graft removal. Our findings may help develop realistic expectations and management strategies for this rare complication.

背景:化脓性关节炎是前交叉韧带重建(ACLR)后罕见但毁灭性的并发症。虽然早期治疗可以预防明显的移植物并发症,但结果往往不如无并发症的ACLR。此外,感染后是否保留或移除移植物仍有争议。因此,我们试图比较ACLR后脓毒性关节炎与无并发症ACLR的结果,并评估感染患者的移植物保留与移除。方法:我们对PubMed、Embase和Cochrane图书馆的数据库进行了系统回顾和荟萃分析。如果比较ACLR后脓毒性关节炎患者和无并发症ACLR患者的患者报告、临床报告或影像学结果(至少随访12个月),或比较ACLR后脓毒性关节炎患者的移植物保留和移除,则纳入临床研究。结果:检索到13项研究。aclr后脓毒性关节炎患者Lysholm膝关节评分较低(平均差(MD) 7.53;95%置信区间(CI) 3.20-11.86;P = 0.0006), Tegner活动量表得分(MD, 1.42;95% ci 1.07-1.76;结论:尽管临床报告的结果和骨关节炎发生率相似,但ACLR后脓毒性关节炎患者报告的结果比无并发症ACLR患者差。与移植物移除的结果相比,移植物保留可以改善患者和临床报告的结果。我们的发现可能有助于为这种罕见的并发症制定切合实际的期望和管理策略。
{"title":"Does septic arthritis after anterior cruciate ligament reconstruction lead to poor outcomes? A systematic review and meta-analysis of observational studies.","authors":"Ashleigh Peng Lin, Bao Tu Thai Nguyen, Son Quang Tran, Yi-Jie Kuo, Shu-Wei Huang, Yu-Pin Chen","doi":"10.1186/s43019-024-00248-z","DOIUrl":"10.1186/s43019-024-00248-z","url":null,"abstract":"<p><strong>Background: </strong>Septic arthritis is a rare but devastating complication after anterior cruciate ligament reconstruction (ACLR). While early treatment can prevent significant graft complications, outcomes are often inferior to those in uncomplicated ACLR. Furthermore, whether to retain or remove the graft after infection remains debatable. Therefore, we sought to compare the outcomes of septic arthritis post ACLR with uncomplicated ACLR and evaluate graft retention versus removal in infected patients.</p><p><strong>Methods: </strong>We conducted a systematic review and meta-analysis in which PubMed, Embase, and Cochrane Library databases were searched. Clinical studies were included if they compared patient-reported, clinician-reported, or radiographic outcomes (minimum follow-up of 12 months) between patients with post-ACLR septic arthritis and those with uncomplicated ACLR or that compared graft retention and removal in patients with post-ACLR septic arthritis.</p><p><strong>Results: </strong>Thirteen studies were retrieved. Patients with post-ACLR septic arthritis reported inferior Lysholm Knee Scoring Scale scores (mean difference (MD) 7.53; 95% confidence interval (CI) 3.20-11.86; P = 0.0006), Tegner Activity Scale scores (MD, 1.42; 95% CI 1.07-1.76; P < .00001), and return to sports rates (53% versus 76%, respectively) to those of patients with uncomplicated ACLR. Patients with post-ACLR septic arthritis and those with uncomplicated ACLR did not differ in terms of the pooled estimate of various clinician-reported outcomes, such as the objective International Knee Documentation Committee score, anterior-posterior laxity, pivot shift, and Lachman test results. Furthermore, no significant difference was noted between the aforementioned patient groups regarding osteoarthritis (detected radiographically). Graft retention led to better patient- and clinician-reported outcomes than graft removal.</p><p><strong>Conclusions: </strong>Despite similar clinician-reported outcomes and osteoarthritis rates, patients with post-ACLR septic arthritis reported worse outcomes than those with uncomplicated ACLR. Graft retention leads to improved patient- and clinician-reported outcomes compared with the outcomes of graft removal. Our findings may help develop realistic expectations and management strategies for this rare complication.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"36 1","pages":"45"},"PeriodicalIF":0.0,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11622541/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142787226","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
Deep vein thrombosis prophylaxis in patients who undergo knee arthroscopy: a systematic review. 在接受膝关节镜检查的患者中预防深静脉血栓形成:一项系统综述。
Q2 Medicine Pub Date : 2024-12-05 DOI: 10.1186/s43019-024-00250-5
Udit Dave, Emma G Lewis, Victoria K Ierulli, Shreya M Saraf, Mary K Mulcahey

Background: Knee arthroscopy is one of the most common procedures performed by orthopedic surgeons. A potentially life-threatening complication following this procedure is deep vein thrombosis (DVT). DVT prophylaxis can be obtained both mechanically (e.g., compression stockings) and chemically (e.g., aspirin, anticoagulants, and factor Xa inhibitors). Currently, there is no standardized guideline for DVT prophylaxis following knee arthroscopy. The purpose of this systematic review was to summarize how DVT prophylaxis is employed for patients who undergo knee arthroscopy.

Methods: PubMed, Embase, and Cochrane Library were searched for studies published after 1998 according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Studies were included if they evaluated DVT prophylaxis regimens in patients of any age who underwent knee arthroscopy. Studies not written in English, that analyzed animals or cadavers, that did not directly evaluate patients undergoing knee arthroscopy, or that did not address DVT prophylaxis were excluded.

Results: The initial search identified 300 studies, 15 of which were included. These 15 studies examined methods of DVT prophylaxis, including compression stockings (2 of 18; 11%), aspirin (1 of 18; 6%), factor Xa inhibitors (2 of 18; 11%), low-molecular-weight heparin (12 of 18; 67%), and neuromuscular electrical stimulation (1 of 18; 6%). Overall, 7 of 15 (47%) studies recommended DVT prophylaxis in all patients, and 3 (20%) studies supported its use for high-risk patients. Five (33%) studies did not support DVT prophylaxis, citing low incidence of postoperative DVT.

Conclusions: Compression stockings, aspirin, factor Xa inhibitors, and low-molecular-weight heparin (LMWH) were identified as possible options for DVT prophylaxis in patients undergoing knee arthroscopy. For high-risk knee arthroscopy patients, factor Xa inhibitors and LMWH drugs are appropriate for DVT prophylaxis. Level of evidence Level III, systematic review of level I-III studies.

背景:膝关节镜检查是骨科医生最常用的手术之一。深静脉血栓形成(DVT)是该手术后潜在的危及生命的并发症。深静脉血栓预防可以通过机械方法(如压缩袜)和化学方法(如阿司匹林、抗凝血剂和Xa因子抑制剂)两种方法获得。目前,对于膝关节镜术后DVT的预防尚无标准化的指南。本系统综述的目的是总结如何预防深静脉血栓形成的患者接受膝关节镜检查。方法:根据系统评价和荟萃分析(PRISMA)指南,检索PubMed、Embase和Cochrane图书馆1998年以后发表的研究。研究包括评估任何年龄接受膝关节镜检查的患者的深静脉血栓预防方案。非英文研究、分析动物或尸体的研究、未直接评估接受膝关节镜检查的患者的研究、或未涉及深静脉血栓预防的研究均被排除。结果:最初的检索确定了300项研究,其中15项被纳入。这15项研究检查了预防深静脉血栓的方法,包括压缩袜(18项中的2项;11%),阿司匹林(1 / 18;6%), Xa因子抑制剂(2 / 18;11%),低分子量肝素(12 / 18;67%)和神经肌肉电刺激(1 / 18;6%)。总体而言,15项研究中有7项(47%)建议对所有患者进行深静脉血栓预防,3项(20%)研究支持对高危患者使用深静脉血栓预防。五项(33%)研究不支持深静脉血栓预防,理由是术后深静脉血栓发生率低。结论:加压袜、阿司匹林、Xa因子抑制剂和低分子肝素(LMWH)被确定为膝关节镜检查患者预防DVT的可能选择。对于高危膝关节镜患者,Xa因子抑制剂和低分子肝素药物适合用于DVT预防。证据等级III级,对I-III级研究进行系统评价。
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引用次数: 0
Serial changes in patient-reported outcome measures and satisfaction rate during long-term follow-up after total knee arthroplasty: a systematic review and meta-analysis. 在全膝关节置换术后的长期随访中,患者报告的结果测量和满意度的一系列变化:系统回顾和荟萃分析。
Q2 Medicine Pub Date : 2024-12-04 DOI: 10.1186/s43019-024-00241-6
Jisu Park, Moon Jong Chang, Tae Woo Kim, Darryl D D'Lima, Hyunkwon Kim, Hyuk-Soo Han

Purpose: This study aimed to investigate the sequential changes in patient-reported outcome measures (PROMs) and the satisfaction rate during long-term follow-up after total knee arthroplasty (TKA).

Methods: Studies published until December 2023 were searched in MEDLINE, EMBASE, SCOPUS and Cochrane Library. The inclusion criteria were TKA as the primary procedure, a final post-operative follow-up period of at least seven years and reporting of PROMs data. The exclusion criteria were studies not reporting serial data of the same patient cohort, studies without mid-term data, comparative studies and reviews, comments or practice guidelines. Heterogeneity was assessed with the I2 and tau2 statistics. The quality of each study was evaluated using the methodological index for non-randomized studies (MINORS) criteria. The follow-up periods were divided into short-term, mid-term and long-term. Data were synthesised by narrative reviews and random-effects meta-analysis using standardised mean difference.

Results: Among the 13 studies included in the review, six were included in the meta-analysis. The overall PROMs were maintained until the mid-term (0.14; 95% CI [confidence interval], -0.05 to 0.34; I2 = 96%; tau2 = 0.10; P = 0.16), but declined in the long-term (-0.23; 95% CI -0.34 to -0.13; I2 = 88%; tau2 = 0.04; P < 0.0001). According to the subgroup analysis, pain improved from the short-term to mid-term (0.21; 95% CI 0.14 to 0.29; I2 = 0%; tau2 = 0). Subscales including function (-0.28; 95% CI -0.52 to -0.03; I2 = 94%; tau2 = 0.09) and objective measure (-0.23; 95% CI -0.31 to -0.15; I2 = 62%; tau2 = 0.01) declined from the mid-term to long-term. The patient satisfaction rate remained consistent throughout the study period.

Conclusions: The overall PROMs after TKA were maintained, with improvement observed in the pain subscale until the mid-term follow-up. However, in the long-term, overall PROMs, including function and objective measure, declined compared with those in the mid-term. Despite the decline in the physical aspects of PROMs over the long-term follow-up period, the patient satisfaction rate remained consistently high throughout the study period. Providing this information to patient pre-operatively may assist in establishing realistic expectations. Trial Registration This research was registered at PROSPERO (registration number: CRD42024578579).

目的:本研究旨在探讨全膝关节置换术(TKA)后长期随访中患者报告的预后指标(PROMs)和满意度的顺序变化。方法:在MEDLINE、EMBASE、SCOPUS和Cochrane图书馆检索2023年12月前发表的研究。纳入标准为TKA为主要手术,最终术后随访期至少7年,并报告PROMs数据。排除标准为未报告同一患者队列序列数据的研究、没有中期数据的研究、比较研究和综述、评论或实践指南。用I2和tau2统计量评估异质性。采用非随机研究方法学指标(minor)标准对每项研究的质量进行评价。随访期分为短期、中期和长期。数据通过叙述性综述和使用标准化平均差的随机效应荟萃分析进行综合。结果:纳入综述的13项研究中,有6项纳入meta分析。总体PROMs保持到中期(0.14;95% CI[置信区间],-0.05 ~ 0.34;i2 = 96%;tau2 = 0.10;P = 0.16),但长期下降(-0.23;95% CI -0.34 ~ -0.13;i2 = 88%;tau2 = 0.04;p 2 = 0%;tau2 = 0)。子量表包括函数(-0.28;95% CI -0.52 ~ -0.03;i2 = 94%;Tau2 = 0.09)和客观测量(-0.23;95% CI -0.31 ~ -0.15;i2 = 62%;Tau2 = 0.01)从中期到长期呈下降趋势。患者满意率在整个研究期间保持一致。结论:TKA术后患者整体疼痛评分维持,疼痛量表改善,直至中期随访。然而,从长期来看,包括功能和客观测量在内的整体PROMs与中期相比有所下降。尽管在长期随访期间,PROMs的生理方面有所下降,但在整个研究期间,患者满意度始终保持在较高水平。术前向患者提供这些信息可能有助于建立切合实际的期望。本研究在普洛斯彼罗注册(注册号:CRD42024578579)。
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引用次数: 0
Pathologically altered articular cartilage attracts intense chondrocyte invasion into the extracellular matrix: in vitro pilot study. 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 : 2024-12-03 DOI: 10.1186/s43019-024-00249-y
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

Background: Due to non-vascularized and aneural structure, articular cartilage has limited self-repairing capacity. The aim of this study was to investigate the revitalization of inflammatory injured articular cartilage matrices by human nasal chondrocytes (hNC).

Materials and methods: Cartilage matrix was prepared by devitalization of articular cartilage samples obtained intraoperatively from an adult patient undergoing knee joint replacement. hNC were obtained from native tissues by enzymatic digestion with further expansion over two passages. The obtained nasal chondrocytes were used to seed decellularized scaffolds, which were then cultured in vitro for 7, 14, or 21 days in chondrogenic medium. Migration was observed by histologic staining with fast green, safranin-O, and hematoxylin and scanning electron microscopy. Biochemical analysis was performed to determine the glycosaminoglycan (GAG) and DNA content of the cartilage using dimethylmethylene blue and CyQuant Cell Proliferation Assay Kit.

Results: We seeded healthy and inflamed cartilage with nasal chondrocytes and found that the cells actively invade mainly pathologically altered cartilage. The results of biochemical quantitative analysis showed that the amount of DNA significantly increased by day 7 and decreased by day 14, while the quantitative values of GAGs had the opposite trend. Histological staining showed that cartilage formation occurred on day 7, intercellular spaces were filled with de novo synthesized cartilage matrix with significantly low GAG content on day 14, and newly formed GAG-rich cartilage was observed on day 21. The obtained data on cartilage regeneration were confirmed by scanning electron microscopy.

Conclusions: Our preliminary results showed that human nasal chondrocytes are capable of infiltrating the pathologically altered extracellular matrix of articular cartilage damaged by arthritis, thereby promoting its repair to a physiologically relevant state.

背景:由于无血管化和神经结构,关节软骨具有有限的自我修复能力。本研究的目的是探讨人鼻软骨细胞(hNC)对炎症损伤关节软骨基质的恢复作用。材料和方法:软骨基质是通过对术中获得的成人膝关节置换术患者关节软骨标本进行失活制备的。hNC是从天然组织中通过酶消化得到的,并在两个传代上进一步扩增。获得的鼻腔软骨细胞用于植入去细胞支架,然后在软骨培养基中体外培养7、14或21天。用快绿、红素- o、苏木精染色和扫描电镜观察迁移。采用二甲亚甲基蓝和CyQuant细胞增殖分析试剂盒进行生化分析,测定软骨中糖胺聚糖(GAG)和DNA含量。结果:在健康和炎症软骨中植入鼻软骨细胞,发现这些细胞积极侵入病理改变的软骨。生化定量分析结果显示,DNA数量在第7天显著增加,在第14天显著减少,而GAGs的定量值则相反。组织学染色显示,第7天软骨形成,第14天细胞间隙充满全新合成的软骨基质,GAG含量显著降低,第21天观察到新形成的富含GAG的软骨。获得的软骨再生数据经扫描电镜证实。结论:我们的初步结果表明,人鼻软骨细胞能够浸润到关节炎损伤的关节软骨病理改变的细胞外基质中,从而促进其修复到生理相关状态。
{"title":"Pathologically altered articular cartilage attracts intense chondrocyte invasion into the extracellular matrix: in vitro pilot study.","authors":"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","doi":"10.1186/s43019-024-00249-y","DOIUrl":"10.1186/s43019-024-00249-y","url":null,"abstract":"<p><strong>Background: </strong>Due to non-vascularized and aneural structure, articular cartilage has limited self-repairing capacity. The aim of this study was to investigate the revitalization of inflammatory injured articular cartilage matrices by human nasal chondrocytes (hNC).</p><p><strong>Materials and methods: </strong>Cartilage matrix was prepared by devitalization of articular cartilage samples obtained intraoperatively from an adult patient undergoing knee joint replacement. hNC were obtained from native tissues by enzymatic digestion with further expansion over two passages. The obtained nasal chondrocytes were used to seed decellularized scaffolds, which were then cultured in vitro for 7, 14, or 21 days in chondrogenic medium. Migration was observed by histologic staining with fast green, safranin-O, and hematoxylin and scanning electron microscopy. Biochemical analysis was performed to determine the glycosaminoglycan (GAG) and DNA content of the cartilage using dimethylmethylene blue and CyQuant Cell Proliferation Assay Kit.</p><p><strong>Results: </strong>We seeded healthy and inflamed cartilage with nasal chondrocytes and found that the cells actively invade mainly pathologically altered cartilage. The results of biochemical quantitative analysis showed that the amount of DNA significantly increased by day 7 and decreased by day 14, while the quantitative values of GAGs had the opposite trend. Histological staining showed that cartilage formation occurred on day 7, intercellular spaces were filled with de novo synthesized cartilage matrix with significantly low GAG content on day 14, and newly formed GAG-rich cartilage was observed on day 21. The obtained data on cartilage regeneration were confirmed by scanning electron microscopy.</p><p><strong>Conclusions: </strong>Our preliminary results showed that human nasal chondrocytes are capable of infiltrating the pathologically altered extracellular matrix of articular cartilage damaged by arthritis, thereby promoting its repair to a physiologically relevant state.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"36 1","pages":"42"},"PeriodicalIF":0.0,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11613889/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142773180","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
Comparable postoperative outcomes in patients treated with either open or arthroscopic trochleoplasty for patella dysplasia. 开放性或关节镜下滑骨成形术治疗髌骨发育不良患者的术后结果比较。
Q2 Medicine Pub Date : 2024-12-02 DOI: 10.1186/s43019-024-00247-0
Georg Riedl, Lukas A Holzer, Vinzenz Smekal

Background: The aim of this study was to compare the clinical and radiologic results of the arthroscopic and the open trochleoplasty techniques.

Methods: A total of 83 trochleoplasties in 83 patients were performed between 2014 and 2021 in one institution. Surgical indications for trochleoplasty were recurrent patellofemoral instability and a lateral trochlear inclination angle (LTI) ≤ 11˚ and a trochlear depth ≤ 6 mm. Of the trochleoplasties, 40 were done by open technique (OT) and 43 by arthroscopic technique (AT). In every case an additional medial patellofemoral ligament (MPFL) reconstruction was performed. Additional tuberosity tibia transfer and/or de-rotation of the femur were done when indicated. Pre- and postoperative magnetic resonance imaging (MRI) were analyzed in respect to LTI, trochlear depth, and lateralization of the patella. Postoperative subjective clinical assessment was done using the Kujala Score, Banff II Score, Tegner Score, and Marx Score.

Results: Of the patients, 15 with OT and 20 with AT were available for follow-up. The mean follow-up was 29.9 months in the OT group and 12.7 months in the AT group. No re-dislocation was observed in either groups. A significant reduction of LTI, increase of trochlear depth, and a reduction of lateralization of the patella was observed between the pre- and postoperative MRI scans in both groups. No significant difference in the observed MRI parameters was found between the two groups. Neither was there a difference in the postoperative Kujala Score, Banff II Score, Tegner Score, and Marx Score between the two groups. Length of stay was on average 6.2 days in the AT group and 8.1 days in the OT group. The surgical time was on average 141 min in the OT group and 160 min in the AT group.

Conclusion: We found that patients undergoing an arthroscopic trochleoplasty had a comparable outcome with respect to clinical and radiological parameters compared with patients treated by open trochleoplasty.

背景:本研究的目的是比较关节镜下和开放式滑车成形术的临床和影像学结果。方法:2014年至2021年,83例患者共83例滑骨成形术。滑车成形术的手术指征为复发性髌股不稳,滑车外侧倾角(LTI)≤11˚,滑车深度≤6mm。其中40例采用开放技术(OT), 43例采用关节镜技术(AT)。所有病例均行髌股内侧韧带(MPFL)重建。当有指示时,进行额外的胫骨结节转移和/或股骨去旋转。分析术前和术后磁共振成像(MRI)对LTI、滑车深度和髌骨侧化的影响。术后主观临床评价采用Kujala评分、Banff II评分、Tegner评分和Marx评分。结果:15例OT患者和20例AT患者可随访。OT组平均随访29.9个月,AT组平均随访12.7个月。两组均未见再脱位。在两组术前和术后MRI扫描之间,观察到LTI显著减少,滑车深度增加,髌骨侧化减少。两组间观察到的MRI参数无显著差异。两组术后Kujala评分、Banff II评分、Tegner评分、Marx评分均无差异。AT组平均住院时间6.2天,OT组平均住院时间8.1天。手术时间OT组平均141 min, AT组平均160 min。结论:我们发现,接受关节镜下滑车成形术的患者在临床和放射学参数方面与接受开放式滑车成形术的患者有相当的结果。
{"title":"Comparable postoperative outcomes in patients treated with either open or arthroscopic trochleoplasty for patella dysplasia.","authors":"Georg Riedl, Lukas A Holzer, Vinzenz Smekal","doi":"10.1186/s43019-024-00247-0","DOIUrl":"https://doi.org/10.1186/s43019-024-00247-0","url":null,"abstract":"<p><strong>Background: </strong>The aim of this study was to compare the clinical and radiologic results of the arthroscopic and the open trochleoplasty techniques.</p><p><strong>Methods: </strong>A total of 83 trochleoplasties in 83 patients were performed between 2014 and 2021 in one institution. Surgical indications for trochleoplasty were recurrent patellofemoral instability and a lateral trochlear inclination angle (LTI) ≤ 11˚ and a trochlear depth ≤ 6 mm. Of the trochleoplasties, 40 were done by open technique (OT) and 43 by arthroscopic technique (AT). In every case an additional medial patellofemoral ligament (MPFL) reconstruction was performed. Additional tuberosity tibia transfer and/or de-rotation of the femur were done when indicated. Pre- and postoperative magnetic resonance imaging (MRI) were analyzed in respect to LTI, trochlear depth, and lateralization of the patella. Postoperative subjective clinical assessment was done using the Kujala Score, Banff II Score, Tegner Score, and Marx Score.</p><p><strong>Results: </strong>Of the patients, 15 with OT and 20 with AT were available for follow-up. The mean follow-up was 29.9 months in the OT group and 12.7 months in the AT group. No re-dislocation was observed in either groups. A significant reduction of LTI, increase of trochlear depth, and a reduction of lateralization of the patella was observed between the pre- and postoperative MRI scans in both groups. No significant difference in the observed MRI parameters was found between the two groups. Neither was there a difference in the postoperative Kujala Score, Banff II Score, Tegner Score, and Marx Score between the two groups. Length of stay was on average 6.2 days in the AT group and 8.1 days in the OT group. The surgical time was on average 141 min in the OT group and 160 min in the AT group.</p><p><strong>Conclusion: </strong>We found that patients undergoing an arthroscopic trochleoplasty had a comparable outcome with respect to clinical and radiological parameters compared with patients treated by open trochleoplasty.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"36 1","pages":"41"},"PeriodicalIF":0.0,"publicationDate":"2024-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11610262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142773177","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
Evaluation of a deep learning software for automated measurements on full-leg standing radiographs. 对全腿站立式x光片自动测量的深度学习软件的评估。
Q2 Medicine Pub Date : 2024-11-29 DOI: 10.1186/s43019-024-00246-1
Louis Lassalle, Nor-Eddine Regnard, Marion Durteste, Jeanne Ventre, Vincent Marty, Lauryane Clovis, Zekun Zhang, Nicolas Nitche, Alexis Ducarouge, Jean-Denis Laredo, Ali Guermazi

Background: Precise lower limb measurements are crucial for assessing musculoskeletal health; fully automated solutions have the potential to enhance standardization and reproducibility of these measurements. This study compared the measurements performed by BoneMetrics (Gleamer, Paris, France), a commercial artificial intelligence (AI)-based software, to expert manual measurements on anteroposterior full-leg standing radiographs.

Methods: A retrospective analysis was conducted on a dataset comprising consecutive anteroposterior full-leg standing radiographs obtained from four imaging institutions. Key anatomical landmarks to define the hip-knee-ankle angle, pelvic obliquity, leg length, femoral length, and tibial length were annotated independently by two expert musculoskeletal radiologists and served as the ground truth. The performance of the AI was compared against these reference measurements using the mean absolute error, Bland-Altman analyses, and intraclass correlation coefficients.

Results: A total of 175 anteroposterior full-leg standing radiographs from 167 patients were included in the final dataset (mean age = 49.9 ± 23.6 years old; 103 women and 64 men). Mean absolute error values were 0.30° (95% confidence interval [CI] [0.28, 0.32]) for the hip-knee-ankle angle, 0.75 mm (95% CI [0.60, 0.88]) for pelvic obliquity, 1.03 mm (95% CI [0.91,1.14]) for leg length from the top of the femoral head, 1.45 mm (95% CI [1.33, 1.60]) for leg length from the center of the femoral head, 0.95 mm (95% CI [0.85, 1.04]) for femoral length from the top of the femoral head, 1.23 mm (95% CI [1.12, 1.32]) for femoral length from the center of the femoral head, and 1.38 mm (95% CI [1.21, 1.52]) for tibial length. The Bland-Altman analyses revealed no systematic bias across all measurements. Additionally, the software exhibited excellent agreement with the gold-standard measurements with intraclass correlation coefficient (ICC) values above 0.97 for all parameters.

Conclusions: Automated measurements on anteroposterior full-leg standing radiographs offer a reliable alternative to manual assessments. The use of AI in musculoskeletal radiology has the potential to support physicians in their daily practice without compromising patient care standards.

背景:精确的下肢测量对于评估肌肉骨骼健康至关重要;全自动解决方案有可能提高这些测量的标准化和可重复性。这项研究比较了BoneMetrics (Gleamer, Paris, France)(一种基于商业人工智能(AI)的软件)进行的测量与专家在前后位全腿站立x线片上进行的手动测量。方法:对来自四家影像机构的连续正位全腿站立x线片数据集进行回顾性分析。确定髋关节-膝关节-踝关节角度、骨盆倾斜度、腿长、股长和胫骨长度的关键解剖标志由两位肌肉骨骼放射专家独立注释,并作为基本事实。使用平均绝对误差、Bland-Altman分析和类内相关系数将人工智能的性能与这些参考测量进行比较。结果:167例患者的175张正位全腿站立x线片被纳入最终数据集(平均年龄= 49.9±23.6岁;103名女性和64名男性)。平均绝对误差值是0.30°(95%可信区间[CI] [0.28, 0.32]) hip-knee-ankle角,0.75毫米(95% CI[0.60, 0.88])骨盆倾斜,1.03毫米(95% CI[0.91, 1.14])腿的长度从顶部的股骨头,1.45毫米(95%置信区间[1.33,1.60])从股骨头中心的腿长,0.95毫米(95% CI[0.85, 1.04])股骨长度的股骨头,1.23毫米(95%置信区间[1.12,1.32])股骨长度从股骨头的中心,胫骨长度为1.38 mm (95% CI[1.21, 1.52])。Bland-Altman分析显示,所有测量结果都没有系统性偏差。此外,该软件与金标准测量结果具有良好的一致性,所有参数的类内相关系数(ICC)值均大于0.97。结论:在前后位全腿站立x线片上的自动测量为人工评估提供了可靠的替代方案。在肌肉骨骼放射学中使用人工智能有可能在不影响患者护理标准的情况下支持医生的日常实践。
{"title":"Evaluation of a deep learning software for automated measurements on full-leg standing radiographs.","authors":"Louis Lassalle, Nor-Eddine Regnard, Marion Durteste, Jeanne Ventre, Vincent Marty, Lauryane Clovis, Zekun Zhang, Nicolas Nitche, Alexis Ducarouge, Jean-Denis Laredo, Ali Guermazi","doi":"10.1186/s43019-024-00246-1","DOIUrl":"10.1186/s43019-024-00246-1","url":null,"abstract":"<p><strong>Background: </strong>Precise lower limb measurements are crucial for assessing musculoskeletal health; fully automated solutions have the potential to enhance standardization and reproducibility of these measurements. This study compared the measurements performed by BoneMetrics (Gleamer, Paris, France), a commercial artificial intelligence (AI)-based software, to expert manual measurements on anteroposterior full-leg standing radiographs.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on a dataset comprising consecutive anteroposterior full-leg standing radiographs obtained from four imaging institutions. Key anatomical landmarks to define the hip-knee-ankle angle, pelvic obliquity, leg length, femoral length, and tibial length were annotated independently by two expert musculoskeletal radiologists and served as the ground truth. The performance of the AI was compared against these reference measurements using the mean absolute error, Bland-Altman analyses, and intraclass correlation coefficients.</p><p><strong>Results: </strong>A total of 175 anteroposterior full-leg standing radiographs from 167 patients were included in the final dataset (mean age = 49.9 ± 23.6 years old; 103 women and 64 men). Mean absolute error values were 0.30° (95% confidence interval [CI] [0.28, 0.32]) for the hip-knee-ankle angle, 0.75 mm (95% CI [0.60, 0.88]) for pelvic obliquity, 1.03 mm (95% CI [0.91,1.14]) for leg length from the top of the femoral head, 1.45 mm (95% CI [1.33, 1.60]) for leg length from the center of the femoral head, 0.95 mm (95% CI [0.85, 1.04]) for femoral length from the top of the femoral head, 1.23 mm (95% CI [1.12, 1.32]) for femoral length from the center of the femoral head, and 1.38 mm (95% CI [1.21, 1.52]) for tibial length. The Bland-Altman analyses revealed no systematic bias across all measurements. Additionally, the software exhibited excellent agreement with the gold-standard measurements with intraclass correlation coefficient (ICC) values above 0.97 for all parameters.</p><p><strong>Conclusions: </strong>Automated measurements on anteroposterior full-leg standing radiographs offer a reliable alternative to manual assessments. The use of AI in musculoskeletal radiology has the potential to support physicians in their daily practice without compromising patient care standards.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"36 1","pages":"40"},"PeriodicalIF":0.0,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11606017/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142755438","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
A deep learning based automatic two-dimensional digital templating model for total knee arthroplasty. 基于深度学习的全膝关节置换术自动二维数字模板模型。
Q2 Medicine Pub Date : 2024-11-27 DOI: 10.1186/s43019-024-00240-7
Jaeseok Park, Sung Eun Kim, Back Kim, Sanggyu Lee, Jae-Jun Lee, Du Hyun Ro

Background: Preoperative templating is an important step for total knee arthroplasty (TKA), facilitating hospital personnel in the anticipation and preparation of necessary surgical resources. Despite its importance, this process currently lacks automation. This study aimed to develop an artificial intelligence (AI) model to automate implant size prediction.

Methods: A total of 13,281 (2938 anteroposterior, 10,343 lateral) knee radiographs obtained from the authors' institute were utilized for model training, with 2302 (1034 anteroposterior, 1268 lateral) images set apart for validation and testing. The templating AI model integrates a pipeline composed of multiple steps for automated implant size estimation. To predict implant size, anterioposterior (AP) and lateral radiograph predictions were merged, selecting the smaller of the predicted sizes to prevent implant overhang. The model's size predictions were validated with 81 real TKA data set apart from the training data, and its accuracy was compared to that of manual templating by an orthopedic specialist. Predictions matching the actual implanted sizes were labeled "exact" and those within one size, "accurate." The influence of patient characteristics on the model's prediction accuracy was also analyzed. The measurement time elapsed for implant sizing was recorded for both the AI model and the orthopedic specialist. Implant position predicted by the model was validated by comparing insert locations with postoperative images.

Results: Compared with data from 81 actual TKA procedures, the model provided exact predictions for 39.5% of femoral and 43.2% of tibial components. Allowing a one-size margin of error, 88.9% of predictions were deemed "accurate" for both components. Interobserver reliability (Cohen's kappa) were 0.60 and 0.70 for femoral and tibial implants, respectively, both classified as "substantial." The orthopedic specialist produced results accurate within one-size margin of error in 95.1% and 100% of cases for femoral and tibial components, respectively. Interobserver reliability between the orthopedic specialist and ground truth was 0.76 and 0.8 for femoral and tibial components, respectively. The measurement time per case was 48.7 s for the AI model, compared with 97.5 s for the orthopedic specialist. Compared with postoperative radiographs, predicted implant position had an error of less than 4 mm on average.

Conclusions: An AI-based templating tool for TKA was successfully developed, demonstrating satisfactory accuracy and efficiency. Its application could significantly reduce the clinical workload in TKA preparation.

背景:术前模板制作是全膝关节置换术(TKA)的一个重要步骤,可方便医院人员预测和准备必要的手术资源。尽管其重要性不言而喻,但目前这一过程缺乏自动化。本研究旨在开发一种人工智能(AI)模型,实现植入物尺寸预测的自动化:方法:从作者所在研究所共获得 13281 张(2938 张正侧位,10343 张侧位)膝关节 X 光片用于模型训练,其中 2302 张(1034 张正侧位,1268 张侧位)图像用于验证和测试。模板化人工智能模型集成了一个由多个步骤组成的管道,用于自动估算植入物的大小。为了预测种植体的大小,合并了前胸(AP)和侧位X光片预测,选择预测大小中较小的一个,以防止种植体悬垂。除训练数据外,该模型的尺寸预测还通过 81 个真实的 TKA 数据集进行了验证,并将其准确性与骨科专家手工模板的准确性进行了比较。与实际植入尺寸相匹配的预测结果被称为 "精确",而在一个尺寸范围内的预测结果被称为 "准确"。此外,还分析了患者特征对模型预测准确性的影响。人工智能模型和骨科专家都记录了植入物大小的测量时间。通过比较植入位置与术后图像,验证了模型预测的植入位置:结果:与 81 例实际 TKA 手术的数据相比,该模型为 39.5% 的股骨和 43.2% 的胫骨组件提供了准确的预测。在允许一个尺寸误差的情况下,88.9%的预测结果被认为是 "准确 "的。股骨和胫骨植入物的观察者间可靠性(Cohen's kappa)分别为 0.60 和 0.70,均为 "相当高"。骨科专家对股骨和胫骨假体的测量结果准确率分别为 95.1%和 100%,误差在一个尺寸范围内。在股骨和胫骨组件方面,矫形专家与地面真实值之间的观察者间可靠性分别为 0.76 和 0.8。人工智能模型每个病例的测量时间为 48.7 秒,而骨科专家的测量时间为 97.5 秒。与术后X光片相比,预测的植入位置误差平均小于4毫米:结论:我们成功开发了一种基于人工智能的 TKA 模板工具,其准确性和效率令人满意。它的应用可大大减少 TKA 准备的临床工作量。
{"title":"A deep learning based automatic two-dimensional digital templating model for total knee arthroplasty.","authors":"Jaeseok Park, Sung Eun Kim, Back Kim, Sanggyu Lee, Jae-Jun Lee, Du Hyun Ro","doi":"10.1186/s43019-024-00240-7","DOIUrl":"10.1186/s43019-024-00240-7","url":null,"abstract":"<p><strong>Background: </strong>Preoperative templating is an important step for total knee arthroplasty (TKA), facilitating hospital personnel in the anticipation and preparation of necessary surgical resources. Despite its importance, this process currently lacks automation. This study aimed to develop an artificial intelligence (AI) model to automate implant size prediction.</p><p><strong>Methods: </strong>A total of 13,281 (2938 anteroposterior, 10,343 lateral) knee radiographs obtained from the authors' institute were utilized for model training, with 2302 (1034 anteroposterior, 1268 lateral) images set apart for validation and testing. The templating AI model integrates a pipeline composed of multiple steps for automated implant size estimation. To predict implant size, anterioposterior (AP) and lateral radiograph predictions were merged, selecting the smaller of the predicted sizes to prevent implant overhang. The model's size predictions were validated with 81 real TKA data set apart from the training data, and its accuracy was compared to that of manual templating by an orthopedic specialist. Predictions matching the actual implanted sizes were labeled \"exact\" and those within one size, \"accurate.\" The influence of patient characteristics on the model's prediction accuracy was also analyzed. The measurement time elapsed for implant sizing was recorded for both the AI model and the orthopedic specialist. Implant position predicted by the model was validated by comparing insert locations with postoperative images.</p><p><strong>Results: </strong>Compared with data from 81 actual TKA procedures, the model provided exact predictions for 39.5% of femoral and 43.2% of tibial components. Allowing a one-size margin of error, 88.9% of predictions were deemed \"accurate\" for both components. Interobserver reliability (Cohen's kappa) were 0.60 and 0.70 for femoral and tibial implants, respectively, both classified as \"substantial.\" The orthopedic specialist produced results accurate within one-size margin of error in 95.1% and 100% of cases for femoral and tibial components, respectively. Interobserver reliability between the orthopedic specialist and ground truth was 0.76 and 0.8 for femoral and tibial components, respectively. The measurement time per case was 48.7 s for the AI model, compared with 97.5 s for the orthopedic specialist. Compared with postoperative radiographs, predicted implant position had an error of less than 4 mm on average.</p><p><strong>Conclusions: </strong>An AI-based templating tool for TKA was successfully developed, demonstrating satisfactory accuracy and efficiency. Its application could significantly reduce the clinical workload in TKA preparation.</p>","PeriodicalId":36317,"journal":{"name":"Knee Surgery and Related Research","volume":"36 1","pages":"38"},"PeriodicalIF":0.0,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11600925/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142740816","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}
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Knee Surgery and Related Research
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