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Corrigendum.
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-00054
Stephen Mc Donald, Andrel Yoong, Jonathan T Evans, Luke Farrow
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引用次数: 0
Surgery versus the non-surgical treatment of Perthes’ disease (Op NON-STOP) : the journey to a definitive randomized controlled trial in Perthes' disease. Perthes病的非手术治疗(Op stop):一项针对Perthes病的明确随机对照试验之旅。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-1377.R1
Adam M Galloway, Nicolas Nicolaou, Daniel C Perry
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引用次数: 0
Advances in foot and ankle surgery : a review of recent innovations. 足部和踝关节手术的进展:最近创新的回顾。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-0873.R2
Ibrahem Al-Obaidi, Adrian Kendal, Arul Ramasamy

The last five years have seen notable advancements in foot and ankle surgery as a result of technical innovations and more consistent reporting of results. Much progress has been made in improving patient-reported outcome measures, in the development of basic research in this area, and in the development of personalized approaches which optimize outcomes for specific groups of patients. This review focuses on five main areas of development within foot and ankle surgery: ankle arthroplasty, osteomyelitis and the diabetic foot, sports injuries, minimally invasive surgery, and orthobiologics. The aim of this annotation is to discuss the progress made in these fields during recent years and propose avenues for further development.

由于技术创新和更加一致的结果报告,在过去的五年里,足部和踝关节手术取得了显著的进步。在改进患者报告的结果措施、发展这一领域的基础研究以及开发个性化方法以优化特定患者群体的结果方面取得了很大进展。本文综述了足部和踝关节外科的五个主要发展领域:踝关节置换术、骨髓炎和糖尿病足、运动损伤、微创手术和骨科。本注释的目的是讨论近年来在这些领域取得的进展,并提出进一步发展的途径。
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引用次数: 0
Long-term results of lateral unicompartmental knee arthroplasty with a mobile-bearing device. 使用移动支承装置进行外侧单室膝关节置换术的长期效果。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-0859.R1
Tilman Walker, Julius Freericks, Paul Mick, Raphael Trefzer, Andre Lunz, Kevin-Arno Koch, Tobias Renkawitz, Mustafa Hariri

Aims: Unicompartmental knee arthroplasty (UKA) is one option in the treatment of isolated unicompartmental advanced osteoarthritis (OA). While long-term results exist for medial mobile-bearing (MB) UKA, evidence regarding lateral MB-UKA is still limited. The Oxford Domed Lateral (ODL) implant aims to reduce the bearing dislocation rate in lateral MB-UKA through enhanced bearing entrapment. However, the long-term performance of this implant remains unclear. This study evaluated the long-term survival and clinical outcomes of the ODL in a non-designer centre.

Methods: This single-centre retrospective analysis included 115 lateral MB-UKAs using the ODL performed between January 2006 and December 2014. The primary endpoint of the study was implant survival, defined as the time until a revision procedure was required for any reason. Secondary outcomes included Oxford Knee Score (OKS), Forgotten Joint Score (FJS), pain, satisfaction, and Tegner Activity Scale (TAS). Survival was assessed using Kaplan-Meier analysis.

Results: At ten years, the cumulative implant survival rate was 74.8% (95% CI 65.2 to 82.1; number at risk = 71), with bearing dislocation (8.5%) and OA progression (10.4%) as leading revision causes. In 55 non-revised knees with a mean follow-up of 13.4 years (SD 1.8), the mean postoperative OKS improved significantly to 37.8 (SD 9.1) (p < 0.001). Additionally, 85.5% of patients (n = 47) reported satisfaction, with a mean FJS of 65.9 (SD 32.2) and TAS of 2.8 (SD 1.1). However, only 76.4% (n = 42) attained the patient-acceptable symptom state for OKS and FJS.

Conclusion: This is the first long-term ODL study from a non-designer centre; our results demonstrated high failure rates due to bearing dislocation and OA progression, despite satisfactory clinical outcomes in non-revised patients. The disproportionately high risk of failure suggests that the MB design should be abandoned in favour of a fixed-bearing device for lateral UKA.

目的:单室膝关节置换术(UKA)是治疗孤立性单室晚期骨关节炎(OA)的一种选择。虽然对于内侧移动轴承(MB) UKA的长期结果已经存在,但关于外侧MB-UKA的证据仍然有限。Oxford dome Lateral (ODL)种植体旨在通过增强轴承夹持来降低侧位MB-UKA的轴承脱位率。然而,这种植入物的长期性能仍不清楚。本研究在非设计中心评估了ODL的长期生存和临床结果。方法:该单中心回顾性分析包括2006年1月至2014年12月期间使用ODL进行的115例侧向MB-UKAs。研究的主要终点是种植体存活,定义为任何原因需要翻修手术之前的时间。次要结果包括牛津膝关节评分(OKS)、遗忘关节评分(FJS)、疼痛、满意度和Tegner活动量表(TAS)。生存率采用Kaplan-Meier分析。结果:10年累积种植体存活率为74.8% (95% CI 65.2 ~ 82.1;有风险的人数= 71),其中轴承脱位(8.5%)和OA进展(10.4%)是主要的翻修原因。在55例未翻修的膝关节中,平均随访13.4年(SD 1.8),术后平均OKS显著提高至37.8 (SD 9.1) (p < 0.001)。此外,85.5%的患者(n = 47)表示满意,平均FJS为65.9 (SD 32.2), TAS为2.8 (SD 1.1)。然而,只有76.4% (n = 42)的患者达到了OKS和FJS患者可接受的症状状态。结论:这是第一个来自非设计中心的长期ODL研究;我们的研究结果显示,尽管未翻修患者的临床结果令人满意,但由于轴承脱位和OA进展导致的失败率很高。不成比例的高失败风险表明,对于横向UKA,应放弃MB设计,转而采用固定轴承装置。
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引用次数: 0
What is the role of arthroscopy in hand and wrist trauma? 关节镜在手腕外伤中的作用是什么?
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-1183.R1
Paul H C Stirling, Andrew D Duckworth, Julie E Adams, Sanj Kakar

The use of arthroscopy of the hand and wrist has recently increased sharply in the elective setting and this, not surprisingly, has been followed by an increasing use in the trauma setting. Advocates for the use of arthroscopy in these patients cite the improved assessment of the displacement and reduction of fractures and the early diagnosis of associated injuries, while others temper this with concerns about increased operating time and possible complications. The data relating to patient-reported benefits and costs are limited. The aim of this review was to discuss the current available literature for the use of arthroscopy in the management of injuries of the hand and wrist.

手和手腕关节镜检查的使用最近在选择性情况下急剧增加,这并不奇怪,随后在创伤情况下的使用也越来越多。在这些患者中使用关节镜的支持者认为,关节镜可以改善对骨折移位和复位的评估,以及对相关损伤的早期诊断,而另一些人则担心手术时间的增加和可能的并发症。有关患者报告的收益和成本的数据是有限的。本综述的目的是讨论目前可用的关节镜治疗手部和腕部损伤的文献。
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引用次数: 0
The risk of complications after hip fracture. 髋部骨折后并发症的风险。
IF 4.6 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-0858.R1
En Lin Goh, May Ee Png, David Metcalfe, Juul Achten, Duncan Appelbe, Xavier L Griffin, Jonathan A Cook, Matthew L Costa

Aims: The risk of mortality after a hip fracture has been extensively investigated, but there is little high-quality information available dealing with the overall risk of complications. The aim of this study was to report the risk of complications in the first 120 days after a hip fracture.

Methods: This was a multicentre, prospective cohort study of patients aged > 60 years with a hip fracture, involving 77 hospitals in England, Wales, and Northern Ireland, between January 2015 and 2022. The primary outcomes of interest were mortality and surgery-specific and general complications, at 120 days postoperatively.

Results: A total of 24,523 patients with a hip fracture were enrolled. The 120-day risk of mortality was 12.4% (95% CI 12.0 to 12.8). The 120-day risks of surgery-specific complications were: for dislocation, 1.5% (95% CI 1.3 to 1.7); failure of fixation, 1.0% (95% CI 0.8 to 1.2); for peri-implant or periprosthetic fracture, 0.3% (95% CI 0.3 to 0.4); for reoperation for any indication, 2.7% (95% CI 2.5 to 2.9); and for surgical site infection, 3.4% (95% CI 3.2 to 3.6). The 120-day risks of general complications were: for acute kidney injury, 3.4% (95% CI 3.1 to 3.6); for the requirement of a blood transfusion, 7.0% (95% CI 6.7 to 7.3); for lower respiratory tract infection, 9.1% (95% CI 8.7 to 9.4); for urinary tract infection, 7.0% (95% CI 6.7 to 7.3); for cerebrovascular accident, 0.7% (95% CI 0.6 to 0.8); for myocardial infarction, 0.7% (95% CI 0.6 to 0.9); and for venous thromboembolism, 1.8% (95% CI 1.6 to 2.0).

Conclusions: Although the risk of mortality has declined in recent years, older patients with a hip fracture remain at a high risk of surgery-specific and general complications.

目的:髋部骨折后的死亡风险已得到广泛研究,但有关并发症总体风险的高质量信息却很少。本研究旨在报告髋部骨折后最初 120 天内的并发症风险:这是一项多中心、前瞻性队列研究,研究对象为年龄大于 60 岁的髋部骨折患者,涉及英格兰、威尔士和北爱尔兰的 77 家医院,时间跨度为 2015 年 1 月至 2022 年。主要研究结果为术后120天的死亡率、手术特异性并发症和一般并发症:共有 24523 名髋部骨折患者入选。120 天内的死亡风险为 12.4%(95% CI 12.0 至 12.8)。手术特异性并发症的120天风险为:脱位1.5%(95% CI为1.3至1.7);固定失败1.0%(95% CI为0.8至1.2);假体周围或假体周围骨折0.3%(95% CI为0.3至0.4);因任何指征再次手术2.7%(95% CI为2.5至2.9);手术部位感染3.4%(95% CI为3.2至3.6)。一般并发症的 120 天风险为:急性肾损伤 3.4% (95% CI 3.1 to 3.6);需要输血 7.0% (95% CI 6.7 to 7.3);下呼吸道感染 9.1% (95% CI 8.7 to 9.4);尿路感染 9.0% (95% CI 3.5 to 3.6);膀胱炎 3.0% (95% CI 3.2 to 3.6);肾损伤 3.4% (95% CI 3.1 to 3.6);需要输血 7.0% (95% CI 6.7 to 7.3)。4);尿路感染,7.0%(95% CI 6.7 至 7.3);脑血管意外,0.7%(95% CI 0.6 至 0.8);心肌梗死,0.7%(95% CI 0.6 至 0.9);静脉血栓栓塞,1.8%(95% CI 1.6 至 2.0):虽然近年来死亡风险有所下降,但老年髋部骨折患者仍有很高的手术并发症和一般并发症风险。
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引用次数: 0
IntraMedullary nailing Versus EXternal ring fixation for the treatment of tibial shaft fractures (IMVEX): a multicentre randomized controlled clinical trial. 髓内钉与外环固定治疗胫干骨折(IMVEX):一项多中心随机对照临床试验。
IF 4.6 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-0812.R1
Rasmus Stokholm, Peter Larsen, Jan D Rölfing, Juozas Petruskevicius, Morten K Rasmussen, Steffen S Jensen, Rasmus Elsøe

Aim: One of the most common patient-reported complaints following intramedullary nailing (IMN) of tibial shaft fractures is anterior knee pain reported by 10% to 80% of patients. The present study aimed to compare the 12-month Knee injury and Osteoarthritis Outcome Score (KOOS) sport and recreation activities subscale (sport/rec) scores after IMN with external ring fixation (RF) to adult patients with tibial shaft fractures.

Methods: This study was a pragmatic multicentre randomized, non-blinded trial, with two-group parallel design. Included were adult patients (aged ≥ 18 years) presenting with an acute tibial shaft fracture deemed operable with an intramedullary nail. The primary outcome was the KOOS sport/rec, ranging from 0 (worst score) to 100 (best score) at 12-month follow-up. Secondary outcomes included the Foot and Ankle Outcome Score (FAOS), health-related quality of life assessed by EuroQol five-dimension five-level health questionnaire, and pain scores.

Results: A total of 67 patients were included in the study. In all, 33 patients were randomized to standard IMN and 34 patients to RF. The mean age of the patients was 47.7 years (SD 19.2; 18 to 84) and 34% were female (n = 23). The primary analysis revealed no statistically significant difference in KOOS sport/rec between the IMN and RF groups at the 12-month follow-up (adjusted mean difference -18.1 (95 % CI -43.4 to 7.2); favouring RF).

Conclusion: No statistically significant differences in the KOOS sport/rec were observed between RF and IMN at 12-month follow-up. However, these results should be interpreted with caution, due to high risk of a type II error.

目的:胫骨轴骨折髓内钉(IMN)术后,患者报告的最常见主诉之一是膝关节前部疼痛,10% 到 80% 的患者有此症状。本研究旨在比较成年胫骨干骨折患者在髓内钉和外环固定(RF)术后 12 个月的膝关节损伤和骨关节炎结果评分(KOOS)运动和娱乐活动分量表(sport/rec)得分:本研究是一项多中心随机、非盲法试验,采用两组平行设计。研究对象为急性胫骨干骨折的成年患者(年龄≥18岁),这些患者被认为可以使用髓内钉进行手术。主要结果是随访12个月时的KOOS运动/康复评分,从0分(最差评分)到100分(最佳评分)不等。次要结果包括足踝结果评分(FAOS)、EuroQol五维五级健康问卷评估的健康相关生活质量以及疼痛评分:共有 67 名患者参与了研究。结果:研究共纳入 67 名患者,其中 33 名患者随机接受标准 IMN 治疗,34 名患者接受 RF 治疗。患者的平均年龄为 47.7 岁(SD 19.2;18 至 84 岁),34% 为女性(n = 23)。主要分析显示,在12个月的随访中,IMN组和RF组在KOOS运动/恢复方面没有统计学意义上的显著差异(调整后的平均差异为-18.1(95 % CI -43.4至7.2);RF组更胜一筹):结论:在12个月的随访中,RF组和IMN组在KOOS运动/恢复方面没有发现明显的统计学差异。结论:在 12 个月的随访中,未观察到 RF 和 IMN 在 KOOS 运动/体能方面有统计学意义的差异,但是,由于很有可能出现 II 型错误,因此应谨慎解释这些结果。
{"title":"IntraMedullary nailing Versus EXternal ring fixation for the treatment of tibial shaft fractures (IMVEX): a multicentre randomized controlled clinical trial.","authors":"Rasmus Stokholm, Peter Larsen, Jan D Rölfing, Juozas Petruskevicius, Morten K Rasmussen, Steffen S Jensen, Rasmus Elsøe","doi":"10.1302/0301-620X.107B3.BJJ-2024-0812.R1","DOIUrl":"10.1302/0301-620X.107B3.BJJ-2024-0812.R1","url":null,"abstract":"<p><strong>Aim: </strong>One of the most common patient-reported complaints following intramedullary nailing (IMN) of tibial shaft fractures is anterior knee pain reported by 10% to 80% of patients. The present study aimed to compare the 12-month Knee injury and Osteoarthritis Outcome Score (KOOS) sport and recreation activities subscale (sport/rec) scores after IMN with external ring fixation (RF) to adult patients with tibial shaft fractures.</p><p><strong>Methods: </strong>This study was a pragmatic multicentre randomized, non-blinded trial, with two-group parallel design. Included were adult patients (aged ≥ 18 years) presenting with an acute tibial shaft fracture deemed operable with an intramedullary nail. The primary outcome was the KOOS sport/rec, ranging from 0 (worst score) to 100 (best score) at 12-month follow-up. Secondary outcomes included the Foot and Ankle Outcome Score (FAOS), health-related quality of life assessed by EuroQol five-dimension five-level health questionnaire, and pain scores.</p><p><strong>Results: </strong>A total of 67 patients were included in the study. In all, 33 patients were randomized to standard IMN and 34 patients to RF. The mean age of the patients was 47.7 years (SD 19.2; 18 to 84) and 34% were female (n = 23). The primary analysis revealed no statistically significant difference in KOOS sport/rec between the IMN and RF groups at the 12-month follow-up (adjusted mean difference -18.1 (95 % CI -43.4 to 7.2); favouring RF).</p><p><strong>Conclusion: </strong>No statistically significant differences in the KOOS sport/rec were observed between RF and IMN at 12-month follow-up. However, these results should be interpreted with caution, due to high risk of a type II error.</p>","PeriodicalId":48944,"journal":{"name":"Bone & Joint Journal","volume":"107-B 3","pages":"353-361"},"PeriodicalIF":4.6,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143532086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Travel distance to tertiary sarcoma centres does not influence oncological presentation or outcomes. 到三级肉瘤中心的距离不影响肿瘤表现或结果。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-0488.R1
Aaron Gazendam, Liuzhe Zhang, David Clever, Anthony Griffin, Jay Wunder, Peter Ferguson, Kim M Tsoi

Aims: Soft-tissue sarcomas (STSs) are rare cancers with centralized care advocated to consolidate resources and expertise. However, geographical challenges, particularly in countries like Canada, can increase travel distances for patients. The impact of travel distance on sarcoma presentation and outcomes remains unclear, particularly in single-payer healthcare systems with centralized care.

Methods: A retrospective cohort analysis was conducted on 1,570 patients with STS who underwent surgical resection at a Canadian tertiary referral centre between January 2010 and January 2021. Patients were divided into those living ≤ 50 km and > 50 km from the centre. Demographics, tumour characteristics, treatment methods, and survival outcomes were analyzed. A Cox regression model was constructed to evaluate predictors of overall survival.

Results: Patients living > 50 km from the centre (n = 700) travelled a mean of 176 km (SD 250), while those ≤ 50 km (n = 870) travelled a mean of 24.8 km (SD 13.8). There were no significant differences in disease presentation, time to definitive treatment, use of systemic therapies, or functional outcomes between the two groups. The two-year and five-year overall survival rates were similar between the groups (83.1% (95% CI 80.1% to 86.1%) vs 83.8% (95% CI 81.8% to 85.8%) and 72.1% (95% CI 69.1% to 75.1%) vs 72.5% (95% CI 69.5% to 75.5%), respectively). The regression model demonstrated that age, higher tumour grade, depth, and lower income were predictive of worse overall survival, while distance travelled was not an independent predictor of survival.

Conclusion: Contrary to previous studies, our findings suggest that travel distance did not influence disease presentation or survival outcomes in STS patients treated at a centralized sarcoma centre. This challenges previous notions regarding the impact of travel distance on cancer outcomes, and supports the effectiveness of centralized care models, even in geographically vast regions.

目的:软组织肉瘤(STSs)是一种罕见的癌症,提倡集中治疗,以巩固资源和专业知识。然而,地理上的挑战,特别是在加拿大等国家,可能会增加患者的旅行距离。旅行距离对肉瘤表现和预后的影响尚不清楚,特别是在集中护理的单一付款人医疗保健系统中。方法:对2010年1月至2021年1月期间在加拿大三级转诊中心接受手术切除的1570例STS患者进行回顾性队列分析。患者分为距离中心≤50 km和距离中心50 km的患者。分析了人口统计学、肿瘤特征、治疗方法和生存结果。建立Cox回归模型评价总生存期的预测因子。结果:生活在距离中心bbb50 km的患者(n = 700)平均行走176 km (SD 250),而距离中心≤50 km的患者(n = 870)平均行走24.8 km (SD 13.8)。两组在疾病表现、最终治疗时间、全身治疗的使用或功能结局方面没有显著差异。两组的2年和5年总生存率相似(分别为83.1% (95% CI 80.1%至86.1%)vs 83.8% (95% CI 81.8%至85.8%)和72.1% (95% CI 69.1%至75.1%)vs 72.5% (95% CI 69.5%至75.5%)。回归模型表明,年龄、较高的肿瘤分级、肿瘤深度和较低的收入可预测较差的总生存率,而旅行距离并不是独立的生存率预测因子。结论:与之前的研究相反,我们的研究结果表明,在集中的肉瘤中心治疗的STS患者,旅行距离并不影响疾病的表现或生存结果。这挑战了以前关于出行距离对癌症结果影响的观念,并支持了集中护理模式的有效性,即使在地理上广阔的地区也是如此。
{"title":"Travel distance to tertiary sarcoma centres does not influence oncological presentation or outcomes.","authors":"Aaron Gazendam, Liuzhe Zhang, David Clever, Anthony Griffin, Jay Wunder, Peter Ferguson, Kim M Tsoi","doi":"10.1302/0301-620X.107B3.BJJ-2024-0488.R1","DOIUrl":"10.1302/0301-620X.107B3.BJJ-2024-0488.R1","url":null,"abstract":"<p><strong>Aims: </strong>Soft-tissue sarcomas (STSs) are rare cancers with centralized care advocated to consolidate resources and expertise. However, geographical challenges, particularly in countries like Canada, can increase travel distances for patients. The impact of travel distance on sarcoma presentation and outcomes remains unclear, particularly in single-payer healthcare systems with centralized care.</p><p><strong>Methods: </strong>A retrospective cohort analysis was conducted on 1,570 patients with STS who underwent surgical resection at a Canadian tertiary referral centre between January 2010 and January 2021. Patients were divided into those living ≤ 50 km and > 50 km from the centre. Demographics, tumour characteristics, treatment methods, and survival outcomes were analyzed. A Cox regression model was constructed to evaluate predictors of overall survival.</p><p><strong>Results: </strong>Patients living > 50 km from the centre (n = 700) travelled a mean of 176 km (SD 250), while those ≤ 50 km (n = 870) travelled a mean of 24.8 km (SD 13.8). There were no significant differences in disease presentation, time to definitive treatment, use of systemic therapies, or functional outcomes between the two groups. The two-year and five-year overall survival rates were similar between the groups (83.1% (95% CI 80.1% to 86.1%) vs 83.8% (95% CI 81.8% to 85.8%) and 72.1% (95% CI 69.1% to 75.1%) vs 72.5% (95% CI 69.5% to 75.5%), respectively). The regression model demonstrated that age, higher tumour grade, depth, and lower income were predictive of worse overall survival, while distance travelled was not an independent predictor of survival.</p><p><strong>Conclusion: </strong>Contrary to previous studies, our findings suggest that travel distance did not influence disease presentation or survival outcomes in STS patients treated at a centralized sarcoma centre. This challenges previous notions regarding the impact of travel distance on cancer outcomes, and supports the effectiveness of centralized care models, even in geographically vast regions.</p>","PeriodicalId":48944,"journal":{"name":"Bone & Joint Journal","volume":"107-B 3","pages":"368-372"},"PeriodicalIF":4.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143532113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine-learning models for the prediction of ideal surgical outcomes in patients with adult spinal deformity. 用于预测成人脊柱畸形患者理想手术效果的机器学习模型。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-03-01 DOI: 10.1302/0301-620X.107B3.BJJ-2024-1220.R1
Dongfan Wang, Qijun Wang, Peng Cui, Shuaikang Wang, Di Han, Xiaolong Chen, Shibao Lu

Aims: Adult spinal deformity (ASD) surgery can reduce pain and disability. However, the actual surgical efficacy of ASD in doing so is far from desirable, with frequent complications and limited improvement in quality of life. The accurate prediction of surgical outcome is crucial to the process of clinical decision-making. Consequently, the aim of this study was to develop and validate a model for predicting an ideal surgical outcome (ISO) two years after ASD surgery.

Methods: We conducted a retrospective analysis of 458 consecutive patients who had undergone spinal fusion surgery for ASD between January 2016 and June 2022. The outcome of interest was achievement of the ISO, defined as an improvement in patient-reported outcomes exceeding the minimal clinically important difference, with no postoperative complications. Three machine-learning (ML) algorithms - LASSO, RFE, and Boruta - were used to identify key variables from the collected data. The dataset was randomly split into training (60%) and test (40%) sets. Five different ML models were trained, including logistic regression, random forest, XGBoost, LightGBM, and multilayer perceptron. The primary model evaluation metric was area under the receiver operating characteristic curve (AUROC).

Results: The analysis included 208 patients (mean age 64.62 years (SD 8.21); 48 male (23.1%), 160 female (76.9%)). Overall, 42.8% of patients (89/208) achieved the ideal surgical outcome. Eight features were identified as key variables affecting prognosis: depression, osteoporosis, frailty, failure of pelvic compensation, relative functional cross-sectional area of the paraspinal muscles, postoperative sacral slope, pelvic tilt match, and sagittal age-adjusted score match. The best prediction model was LightGBM, achieving the following performance metrics: AUROC 0.888 (95% CI 0.810 to 0.966); accuracy 0.843; sensitivity 0.829; specificity 0.854; positive predictive value 0.806; and negative predictive value 0.872.

Conclusion: In this prognostic study, we developed a machine-learning model that accurately predicted outcome after surgery for ASD. The model is built on routinely modifiable indicators, thereby facilitating its integration into clinical practice to promote optimized decision-making.

目的:成人脊柱畸形(ASD)手术可以减轻疼痛和残疾。然而,ASD在这样做的实际手术效果远不理想,并发症频繁,生活质量改善有限。准确预测手术结果对临床决策至关重要。因此,本研究的目的是开发和验证一个预测ASD手术后两年理想手术结果(ISO)的模型。方法:我们对2016年1月至2022年6月期间连续458例接受ASD脊柱融合手术的患者进行了回顾性分析。关注的结果是ISO的实现,定义为患者报告的结果的改善超过了最小的临床重要差异,无术后并发症。使用三种机器学习(ML)算法- LASSO, RFE和Boruta -从收集的数据中识别关键变量。数据集随机分为训练集(60%)和测试集(40%)。我们训练了五种不同的机器学习模型,包括逻辑回归、随机森林、XGBoost、LightGBM和多层感知器。主要模型评价指标为受试者工作特征曲线下面积(AUROC)。结果:分析纳入208例患者,平均年龄64.62岁(SD 8.21);男性48例(23.1%),女性160例(76.9%)。总体而言,42.8%的患者(89/208)获得了理想的手术结果。8个特征被确定为影响预后的关键变量:抑郁、骨质疏松、虚弱、骨盆代偿失败、椎旁肌肉的相对功能横截面积、术后骶骨坡度、骨盆倾斜匹配和矢状面年龄调整评分匹配。最佳预测模型为LightGBM,达到以下性能指标:AUROC 0.888 (95% CI 0.810 ~ 0.966);精度0.843;灵敏度0.829;特异性0.854;阳性预测值0.806;阴性预测值0.872。结论:在这项预后研究中,我们开发了一种机器学习模型,可以准确预测ASD手术后的预后。该模型建立在常规可修改的指标上,便于与临床实践相结合,促进优化决策。
{"title":"Machine-learning models for the prediction of ideal surgical outcomes in patients with adult spinal deformity.","authors":"Dongfan Wang, Qijun Wang, Peng Cui, Shuaikang Wang, Di Han, Xiaolong Chen, Shibao Lu","doi":"10.1302/0301-620X.107B3.BJJ-2024-1220.R1","DOIUrl":"10.1302/0301-620X.107B3.BJJ-2024-1220.R1","url":null,"abstract":"<p><strong>Aims: </strong>Adult spinal deformity (ASD) surgery can reduce pain and disability. However, the actual surgical efficacy of ASD in doing so is far from desirable, with frequent complications and limited improvement in quality of life. The accurate prediction of surgical outcome is crucial to the process of clinical decision-making. Consequently, the aim of this study was to develop and validate a model for predicting an ideal surgical outcome (ISO) two years after ASD surgery.</p><p><strong>Methods: </strong>We conducted a retrospective analysis of 458 consecutive patients who had undergone spinal fusion surgery for ASD between January 2016 and June 2022. The outcome of interest was achievement of the ISO, defined as an improvement in patient-reported outcomes exceeding the minimal clinically important difference, with no postoperative complications. Three machine-learning (ML) algorithms - LASSO, RFE, and Boruta - were used to identify key variables from the collected data. The dataset was randomly split into training (60%) and test (40%) sets. Five different ML models were trained, including logistic regression, random forest, XGBoost, LightGBM, and multilayer perceptron. The primary model evaluation metric was area under the receiver operating characteristic curve (AUROC).</p><p><strong>Results: </strong>The analysis included 208 patients (mean age 64.62 years (SD 8.21); 48 male (23.1%), 160 female (76.9%)). Overall, 42.8% of patients (89/208) achieved the ideal surgical outcome. Eight features were identified as key variables affecting prognosis: depression, osteoporosis, frailty, failure of pelvic compensation, relative functional cross-sectional area of the paraspinal muscles, postoperative sacral slope, pelvic tilt match, and sagittal age-adjusted score match. The best prediction model was LightGBM, achieving the following performance metrics: AUROC 0.888 (95% CI 0.810 to 0.966); accuracy 0.843; sensitivity 0.829; specificity 0.854; positive predictive value 0.806; and negative predictive value 0.872.</p><p><strong>Conclusion: </strong>In this prognostic study, we developed a machine-learning model that accurately predicted outcome after surgery for ASD. The model is built on routinely modifiable indicators, thereby facilitating its integration into clinical practice to promote optimized decision-making.</p>","PeriodicalId":48944,"journal":{"name":"Bone & Joint Journal","volume":"107-B 3","pages":"337-345"},"PeriodicalIF":4.9,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143532094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Facilitating clinical trials in hip fracture in the UK : the role and potential of the National Hip Fracture Database and routinely collected data. 促进英国髋部骨折的临床试验:国家髋部骨折数据库和常规收集数据的作用和潜力。
IF 4.9 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-02-01 DOI: 10.1302/0301-620X.107B2.BJJ-2024-0846.R1
James Webster, Raphael Goldacre, Jennifer C E Lane, Marion Mafham, Marion K Campbell, Antony Johansen, Xavier L Griffin

Aims: The aim of this study was to evaluate the suitability, against an accepted international standard, of a linked hip fracture registry and routinely collected administrative dataset in England to embed and deliver randomized controlled trials (RCTs).

Methods: First, a bespoke cohort of individuals sustaining hip fractures between 2011 and 2016 was generated from the National Hip Fracture Database (NHFD) and linked to individual Hospital Episode Statistics (HES) records and mortality data. Second, in order to explore the availability and distribution of outcomes available in linked HES-Office of National Statistics (ONS) data, a more contemporary cohort with incident hip fracture was identified within HES between January 2014 and December 2018. Distributions of the outcomes within the HES-ONS dataset were reported using standard statistical summaries; descriptive characteristics of the NHFD and linked HES-ONS dataset were reported in line with the Clinical Trials Transformation Initiative recommendations for registry-enabled trials.

Results: Case ascertainment of the NHFD likely exceeds 94%. The assessment of the robustness, relevance, and reliability of the datasets was favourable. Outcomes from the HES-ONS dataset were concordant with other contemporaneous prospective cohort studies with bespoke data collection frameworks.

Conclusion: Our findings support the feasibility of the NHFD and HES-ONS to support a registry-embedded, data-enabled RCT.

目的:本研究的目的是根据公认的国际标准,评估英国髋部骨折相关登记和常规收集管理数据集的适用性,以嵌入和提供随机对照试验(rct)。方法:首先,从国家髋部骨折数据库(NHFD)中生成2011年至2016年髋部骨折患者的定制队列,并与个人医院事件统计(HES)记录和死亡率数据相关联。其次,为了探索相关HES-国家统计局(ONS)数据中可用结果的可用性和分布,在2014年1月至2018年12月期间,在HES中确定了一个更现代的突发髋部骨折队列。使用标准统计摘要报告了HES-ONS数据集中结果的分布;报告了NHFD和相关HES-ONS数据集的描述性特征,符合临床试验转化倡议对注册试验的建议。结果:NHFD的病例确定率可能超过94%。对数据集的稳健性、相关性和可靠性的评估是有利的。来自HES-ONS数据集的结果与其他具有定制数据收集框架的同期前瞻性队列研究一致。结论:我们的研究结果支持NHFD和HES-ONS支持注册表嵌入、数据支持的随机对照试验的可行性。
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引用次数: 0
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Bone & Joint Journal
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