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A Humanist's View of Artificial Intelligence in Orthopaedic Surgery. 人工智能在骨科手术中的应用。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-31 DOI: 10.2106/JBJS.25.01583
William Wallace, Jason Strelzow
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引用次数: 0
A Dedicated Trauma Operating Room for Hand Surgery Reduces After-Hours Cases and Costs without Affecting Wait Times: A Retrospective Single-Center Cohort Study. 手外科专用创伤手术室在不影响等待时间的情况下减少了下班后的病例和成本:一项回顾性单中心队列研究。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.00025
Chloe R Wong, Mauz Asghar, David R Urbach, Heather L Baltzer

Background: After-hours hand trauma care is associated with surgeon fatigue, a higher risk of complications, and increased staffing costs. Dedicated trauma operating rooms (DTORs) have been established in orthopaedic and trauma surgery to improve access to care and patient outcomes. The purpose of this study was to measure the impact of a DTOR for hand surgery on the proportion of after-hours cases and wait times from consultation to surgery at a Canadian urban tertiary-care center.

Methods: This retrospective cohort study included adult patients undergoing hand trauma surgery during 2 periods: before DTOR implementation, from August 1, 2018, to January 31, 2020 (n = 599), and after DTOR implementation, from August 1, 2022, to January 31, 2024 (n = 541). The main outcomes were the proportion of emergency cases performed after hours and the wait times from consultation to surgery. A post hoc analysis examined total hospital costs. Multivariable logistic regression was used to estimate associations with binary outcomes, and multivariable negative binomial regression was used to estimate associations with continuous outcomes. Other outcomes, including caseload, surgical complications, and revision surgeries, were assessed using univariate analysis.

Results: After DTOR implementation, after-hours cases decreased from 18% (109 of 599) to 8% (45 of 541). Adjusting for covariates, DTOR implementation was associated with fewer emergency hand surgeries being performed after hours (odds ratio, 0.47 [95% confidence interval (CI), 0.23 to 0.95]; p = 0.03). The median wait times were similar before and after DTOR implementation: 6 days before implementation and 8 days after it (rate ratio, 1.03 [95% CI, 0.91 to 1.16]; p = 0.64). DTOR implementation was associated with a 19% adjusted reduction in total hospital costs: in Canadian dollars, $2,578.66 before DTOR implementation and $2,220.98 after it (rate ratio, 0.81 [95% CI, 0.78 to 0.84]; p < 0.001). The hand trauma caseload was similar (p = 0.09) before and after DTOR implementation. Complications became less frequent after DTOR implementation (reduced from 5% to 2%; p = 0.03), whereas revision rates did not change (10% and 11%; p = 0.70).

Conclusions: DTOR implementation was associated with fewer after-hours surgeries, lower complication rates, and meaningful hospital cost savings, without increasing wait times or revision rates. These findings support integrating DTORs to improve operational efficiency and patient outcomes in hand trauma care.

Level of evidence: Economic and Decision Analysis Level III. See Instructions for Authors for a complete description of levels of evidence.

背景:下班后的手部创伤护理与外科医生疲劳、并发症风险增加和人员成本增加有关。专门的创伤手术室(医生)已经建立在骨科和创伤外科,以改善获得护理和病人的结果。本研究的目的是衡量在加拿大城市三级护理中心,手外科手术的DTOR对下班后病例比例和从会诊到手术的等待时间的影响。方法:本回顾性队列研究纳入了2018年8月1日至2020年1月31日实施DTOR前(n = 599)和2022年8月1日至2024年1月31日实施DTOR后(n = 541)两个时期接受手部创伤手术的成年患者。主要结果是急诊病例在下班后进行的比例和从会诊到手术的等待时间。事后分析检查了医院的总费用。多变量logistic回归用于估计与二元结果的相关性,多变量负二项回归用于估计与连续结果的相关性。其他结果,包括病例量、手术并发症和翻修手术,采用单变量分析进行评估。结果:实施DTOR后,下班后病例从18%(599例中的109例)下降到8%(541例中的45例)。调整协变量后,实施DTOR与小时后急诊手部手术减少相关(优势比为0.47[95%可信区间(CI), 0.23至0.95];P = 0.03)。实施DTOR前后的中位等待时间相似:实施前6天和实施后8天(比率比,1.03 [95% CI, 0.91 ~ 1.16]; p = 0.64)。实施DTOR与调整后医院总费用减少19%相关:以加元计算,实施DTOR前为2,578.66美元,实施DTOR后为2,220.98美元(比率比为0.81 [95% CI, 0.78至0.84];p < 0.001)。DTOR实施前后手外伤病例数相似(p = 0.09)。实施DTOR后并发症发生率降低(从5%降至2%,p = 0.03),而翻修率没有变化(10%和11%,p = 0.70)。结论:DTOR的实施与更少的小时后手术、更低的并发症发生率和有意义的医院成本节约有关,而不会增加等待时间或翻修率。这些发现支持整合医生以提高操作效率和手部创伤护理的患者预后。证据等级:经济与决策分析三级。有关证据水平的完整描述,请参见作者说明。
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引用次数: 0
Diagnosis and Management of Osteoporotic Vertebral Compression Fractures. 骨质疏松性椎体压缩性骨折的诊断与治疗。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.00201
Mohammad Daher, Amer Sebaaly, Itala Sakr, Alan H Daniels, Andrew J Schoenfeld

➢ The incidence of vertebral compression fractures is increasing, particularly in elderly populations and postmenopausal women, in whom low bone mineral density is a key underlying factor.➢ Conservative management remains the first-line treatment option due to its high success rate and avoidance of surgical complications. When surgical intervention is necessary, cement augmentation via kyphoplasty and via vertebroplasty remain the most common options.➢ Kyphoplasty may be favored over vertebroplasty, especially in patients with severe preoperative kyphotic deformities, as kyphoplasty has a lower risk of adjacent vertebral fractures and demonstrates a greater reduction of the kyphotic deformity.➢ Consideration of restoring proper local spinal alignment is essential in preventing adjacent vertebral fractures and maintaining long-term spinal stability.

(五)椎体压缩性骨折的发生率正在增加,特别是在老年人和绝经后妇女中,骨密度低是其关键的潜在因素。保守治疗成功率高,避免手术并发症,仍是一线治疗选择。当需要手术干预时,通过后凸成形术和椎体成形术进行骨水泥增强仍然是最常见的选择。后凸成形术可能比椎体成形术更受青睐,特别是术前有严重后凸畸形的患者,因为后凸成形术发生相邻椎体骨折的风险较低,并能更大程度地减少后凸畸形。(五)考虑恢复适当的局部脊柱对齐对于防止相邻椎体骨折和维持脊柱长期稳定至关重要。
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引用次数: 0
The Power of AI to Turn Words into Images. 人工智能将文字转化为图像的力量。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.01508
Michelle Ghert, Jason Strelzow
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引用次数: 0
Satisfied but Failed: Patient Satisfaction Compared with Total Knee Arthroplasty Success Defined by the U.S. Centers for Medicare & Medicaid Services. 满意但失败:由美国医疗保险和医疗补助服务中心定义的患者满意度与全膝关节置换术成功的比较。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.00896
Hua Zheng, Arlene S Ash, Shao-Hsien Liu, Mohamed Yousef, Jeroan Allison, David C Ayers

Background: More than 1 million total knee arthroplasties (TKAs) are performed annually in the United States to reduce knee pain, restore physical function, and enhance quality of life. However, nearly 1 in 5 patients are not satisfied after 1 year. We aimed to compare patient satisfaction with the U.S. Centers for Medicare & Medicaid Services (CMS) definition of success in TKA.

Methods: We studied a multicenter cohort of patients undergoing primary unilateral TKA, comparing patient satisfaction with CMS-defined surgery success, which is a minimum 20-point improvement in the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement (KOOS JR, scored 0 to 100) at 1 year. We cross-classified surgeries by satisfaction and success and used multivariable logistic regression to identify factors associated with satisfied patients being deemed as having undergone surgeries that failed.

Results: We studied 8,444 patients with a mean age of 68 years (with patients grouped by age: 30 to 64 years and 65 to 95 years). Of the patients, 67% were women and 60% were obese. With regard to the patients' race and/or ethnicity, 81% were White, 17% were Black, 1% were Asian, 0.6% were Native American or Alaskan Native, and 0.3% were native Hawaiian or other Pacific Islander. Although 84% of all patients reported satisfaction with the surgery, only 64% of surgeries were deemed successful. Among satisfied patients, only 71% underwent a surgery that was deemed to be successful, and discordance depended strongly on their baseline score. For satisfied patients with the worst baseline status (KOOS JR of <40), the CMS deemed the surgeries to be successful 91% of the time. In contrast, for satisfied patients with better baseline status (KOOS JR of ≥60), the CMS determined that only 39% of the surgeries were successful. Surgical failure in satisfied patients was also associated with younger age, back pain, contralateral knee pain, lower health literacy, diabetes, and poorer mental health. Including the baseline KOOS JR in the model significantly increased predictive accuracy (the area under the receiver operating characteristic curve rose from 0.58 to 0.79).

Conclusions: We found substantial discordance between patients' satisfaction with the procedure and how the CMS currently assesses TKA success. A graded success metric, risk-adjusted for patients' baseline status, would align better with satisfaction. It is also worth exploring whether adding a few questions on joint-specific pain and function could better capture meaningful changes in patients whose high baseline status leaves little room for improvement on the KOOS JR.

Level of evidence: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

背景:在美国,每年进行超过100万例全膝关节置换术(tka),以减轻膝关节疼痛,恢复身体功能,提高生活质量。然而,近1 / 5的患者在1年后不满意。我们的目的是比较患者满意度与美国医疗保险和医疗补助服务中心(CMS)对TKA成功的定义。方法:我们研究了一组接受原发性单侧TKA的多中心队列患者,比较了患者满意度与cms定义的手术成功,即1年内膝关节损伤和骨关节炎关节置换术结局评分(oos JR,评分0到100)至少20分的改善。我们通过满意度和成功对手术进行交叉分类,并使用多变量逻辑回归来确定与满意的患者被认为接受了失败的手术相关的因素。结果:我们研究了8444例患者,平均年龄为68岁(患者按年龄分组:30至64岁和65至95岁)。在这些患者中,67%为女性,60%为肥胖。关于患者的种族和/或民族,81%为白人,17%为黑人,1%为亚洲人,0.6%为美洲原住民或阿拉斯加原住民,0.3%为夏威夷原住民或其他太平洋岛民。尽管84%的患者对手术表示满意,但只有64%的手术被认为是成功的。在满意的患者中,只有71%的患者接受了被认为是成功的手术,而这种不一致很大程度上取决于他们的基线评分。对于基线状态最差的满意患者(oos JR of结论:我们发现患者对手术的满意度与CMS目前如何评估TKA成功之间存在实质性的不一致。一个分级的成功指标,根据患者的基线状态调整风险,将更好地与满意度保持一致。同样值得探讨的是,在高基线状态下,KOOS jr的改善空间很小的患者中,增加一些关于关节特异性疼痛和功能的问题是否能更好地捕捉有意义的变化。证据水平:治疗级III。有关证据水平的完整描述,请参见作者说明。
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引用次数: 0
The Trapezius Aponeurosis Insertion on the Acromion: An Anatomical Study with a Possible Implication for Dynamic Stabilization of the Acromioclavicular Joint. 肩峰上的斜方肌腱膜止点:一项可能对肩锁关节动态稳定有影响的解剖学研究。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.01007
Sara Sugiura, Akimoto Nimura, Jun Hishiyama, Hitomi Fujishiro, Toru Sasaki, Satoru Muro, Toshitaka Yoshii, Keiichi Akita

Background: The trapezius is recognized as a dynamic stabilizer of the acromioclavicular (AC) joint. This function has drawn attention in the treatment of AC joint dislocation. We aimed to clarify the anatomy of the aponeurosis of the trapezius insertion about the AC joint. We hypothesized that the trapezius aponeurosis would exhibit distinctive characteristics in 3 regions: the acromial, AC-joint, and clavicular insertions.

Methods: We analyzed 21 cadaveric shoulder girdle specimens from 13 donors of Japanese ethnicity (4 male and 9 female; mean age [and standard deviation], 86 ± 7.9 years [range, 72 to 97 years]). Fifteen specimens were analyzed macroscopically and 5 histologically. One specimen was excluded because of osteoarthritis. Macroscopic examination included aponeurosis length measurement and fiber orientation analysis.

Results: The trapezius aponeurosis inserted on the medial edge of the acromion, the posterior end of the AC joint, and the posterior edge of the lateral clavicle. The mean aponeurosis length was longest at the acromial insertion (mean, 28.9 ± 5.4 mm), followed by the AC-joint insertion (20.3 ± 7.7 mm), and shortest at the clavicular insertion (7.2 ± 3.2 mm) (p < 0.001). The trapezius aponeurosis was found to extend to the surface of the acromion and AC joint, connecting these structures to the deltoid origin. The coherency value, which reflects the regularity of fiber orientation, was higher on the osseous surface of the acromial insertion (median [interquartile range], 0.36 [0.26 to 0.55]) and the AC-joint insertion (0.37 [0.23 to 0.44]) than at the clavicular insertion (0.22 [0.18 to 0.30]). Histological observation showed that the aponeurosis was inserted via fibrocartilage only at the acromial insertion, just posterior to the AC joint. The aponeurosis at the AC-joint insertion was thicker than that at the clavicular insertion.

Conclusions: The trapezius aponeurosis at the acromial and AC-joint insertions formed a contiguous complex with the origin of the deltoid tendon and with the superior AC-joint capsule.

Clinical relevance: The trapezius aponeurosis at the acromial insertion, just posterior to the AC joint, may be critical for the dynamic stability of the joint.

背景:斜方肌被认为是肩锁关节(AC)的动态稳定器。这一功能在关节脱位的治疗中引起了人们的关注。我们的目的是阐明关于AC关节斜方肌止点腱膜的解剖。我们假设斜方肌腱膜在三个区域表现出不同的特征:肩峰、交流关节和锁骨插入。方法:对13例日本供体(男4例,女9例)的21例尸体肩带标本进行分析,平均年龄(及标准差)为86±7.9岁(72 ~ 97岁)。对15个标本进行宏观分析,5个标本进行组织学分析。一个标本因骨关节炎而被排除。肉眼检查包括腱膜长度测量和纤维取向分析。结果:斜方肌腱膜位于肩峰内侧缘、AC关节后端、外侧锁骨后缘。平均腱膜长度以肩峰止点最长(平均28.9±5.4 mm),其次为交流关节止点(20.3±7.7 mm),最短为锁骨止点(7.2±3.2 mm) (p < 0.001)。发现斜方肌腱膜延伸到肩峰和AC关节表面,将这些结构连接到三角肌起点。反映纤维定向规律的相干性值在肩峰止点骨性表面(中位数[四分位数范围],0.36[0.26 ~ 0.55])和交流关节止点(0.37[0.23 ~ 0.44])高于锁骨止点(0.22[0.18 ~ 0.30])。组织学观察显示腱膜仅在AC关节后方的肩峰止点经纤维软骨插入。交流关节止点的腱膜比锁骨止点的腱膜厚。结论:肩峰和交流关节插入处的斜方肌腱膜与三角肌腱的起点和上交流关节囊形成了一个连续的复合体。临床相关性:AC关节后方肩峰止点的斜方肌腱膜可能对关节的动态稳定性至关重要。
{"title":"The Trapezius Aponeurosis Insertion on the Acromion: An Anatomical Study with a Possible Implication for Dynamic Stabilization of the Acromioclavicular Joint.","authors":"Sara Sugiura, Akimoto Nimura, Jun Hishiyama, Hitomi Fujishiro, Toru Sasaki, Satoru Muro, Toshitaka Yoshii, Keiichi Akita","doi":"10.2106/JBJS.25.01007","DOIUrl":"https://doi.org/10.2106/JBJS.25.01007","url":null,"abstract":"<p><strong>Background: </strong>The trapezius is recognized as a dynamic stabilizer of the acromioclavicular (AC) joint. This function has drawn attention in the treatment of AC joint dislocation. We aimed to clarify the anatomy of the aponeurosis of the trapezius insertion about the AC joint. We hypothesized that the trapezius aponeurosis would exhibit distinctive characteristics in 3 regions: the acromial, AC-joint, and clavicular insertions.</p><p><strong>Methods: </strong>We analyzed 21 cadaveric shoulder girdle specimens from 13 donors of Japanese ethnicity (4 male and 9 female; mean age [and standard deviation], 86 ± 7.9 years [range, 72 to 97 years]). Fifteen specimens were analyzed macroscopically and 5 histologically. One specimen was excluded because of osteoarthritis. Macroscopic examination included aponeurosis length measurement and fiber orientation analysis.</p><p><strong>Results: </strong>The trapezius aponeurosis inserted on the medial edge of the acromion, the posterior end of the AC joint, and the posterior edge of the lateral clavicle. The mean aponeurosis length was longest at the acromial insertion (mean, 28.9 ± 5.4 mm), followed by the AC-joint insertion (20.3 ± 7.7 mm), and shortest at the clavicular insertion (7.2 ± 3.2 mm) (p < 0.001). The trapezius aponeurosis was found to extend to the surface of the acromion and AC joint, connecting these structures to the deltoid origin. The coherency value, which reflects the regularity of fiber orientation, was higher on the osseous surface of the acromial insertion (median [interquartile range], 0.36 [0.26 to 0.55]) and the AC-joint insertion (0.37 [0.23 to 0.44]) than at the clavicular insertion (0.22 [0.18 to 0.30]). Histological observation showed that the aponeurosis was inserted via fibrocartilage only at the acromial insertion, just posterior to the AC joint. The aponeurosis at the AC-joint insertion was thicker than that at the clavicular insertion.</p><p><strong>Conclusions: </strong>The trapezius aponeurosis at the acromial and AC-joint insertions formed a contiguous complex with the origin of the deltoid tendon and with the superior AC-joint capsule.</p><p><strong>Clinical relevance: </strong>The trapezius aponeurosis at the acromial insertion, just posterior to the AC joint, may be critical for the dynamic stability of the joint.</p>","PeriodicalId":15273,"journal":{"name":"Journal of Bone and Joint Surgery, American Volume","volume":" ","pages":""},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856537","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
Postoperative Clopidogrel Thromboprophylaxis in TJA: Increased Risk of Transfusion but Similar Venous Thromboembolic Risk Compared with Aspirin. TJA术后氯吡格雷血栓预防:与阿司匹林相比,输血风险增加,但静脉血栓栓塞风险相似。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.00930
Sahil S Telang, Sagar Telang, Ryan C Palmer, Benjamin M Stronach, Jeffrey B Stambough, Jay R Lieberman, Nathanael D Heckmann

Background: Patients undergoing total joint arthroplasty (TJA) who are on long-term use of clopidogrel for atherothrombotic prophylaxis often continue this drug as venous thromboembolism (VTE) chemoprophylaxis following primary total knee (TKA) and total hip arthroplasty (THA). We sought to assess the 90-day bleeding and thromboembolic risk profiles of patients receiving clopidogrel monotherapy for postoperative VTE chemoprophylaxis compared with those receiving aspirin following TJA.

Methods: Utilizing a national, all-payer health-care database that captures approximately 25% of all inpatient procedures in the U.S., we identified all adult patients who underwent primary elective TKA or THA between 2016 and 2021. Patients who received clopidogrel monotherapy for postoperative VTE chemoprophylaxis were propensity-score matched in an approximately 1:7 ratio to patients who received aspirin monotherapy on the basis of age, sex, procedure type, perioperative tranexamic acid administration, and known indications for clopidogrel administration. Primary outcomes included the 90-day risks of bleeding and thromboembolic complications.

Results: A total of 21,273 patients who received aspirin were matched to 3,078 patients who received clopidogrel. After matching, there were no significant differences between the 2 cohorts with respect to patient demographics, comorbidities, rates of tranexamic acid administration, and hospital characteristics. After accounting for potential confounding variables, patients who received clopidogrel were at an increased risk for postoperative blood transfusion (adjusted odds ratio [aOR]: 1.69; 95% confidence interval [CI]: 1.30 to 2.21; p < 0.001) and acute anemia (aOR: 1.13; 95% CI: 1.03 to 1.26; p = 0.015) relative to patients receiving aspirin. No significant differences between the cohorts in the risk of deep vein thrombosis, pulmonary embolism, stroke, myocardial infarction, hematoma, or hemorrhage were found.

Conclusions: Patients who received clopidogrel monotherapy for postoperative VTE chemoprophylaxis had an increased risk of postoperative bleeding complications but a similar risk of thromboembolic complications following TJA compared with patients who received aspirin. These findings suggest that the decision to resume clopidogrel for postoperative thromboprophylaxis should balance the potent antiplatelet activity with the risk of bleeding complications in high-risk cardiovascular patients.

Level of evidence: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

背景:接受全关节置换术(TJA)的长期使用氯吡格雷预防动脉粥样硬化血栓形成的患者通常在原发性全膝关节(TKA)和全髋关节置换术(THA)后继续使用这种药物作为静脉血栓栓塞(VTE)化学预防药物。我们试图评估在TJA术后静脉血栓栓塞化疗预防中接受氯吡格雷单药治疗的患者与接受阿司匹林治疗的患者的90天出血和血栓栓塞风险。方法:利用一个全国性的全付款人医疗保健数据库,该数据库捕获了美国约25%的住院手术,我们确定了2016年至2021年间所有接受初级选择性全髋关节置换术或全髋关节置换术的成年患者。在年龄、性别、手术类型、围手术期氨甲环酸给药和已知氯吡格雷给药适应症的基础上,接受氯吡格雷单药治疗的静脉血栓栓塞术后化疗预防患者与接受阿司匹林单药治疗的患者倾向评分匹配约为1:7。主要结局包括90天出血和血栓栓塞并发症的风险。结果:共有21,273名接受阿司匹林的患者与3,078名接受氯吡格雷的患者相匹配。匹配后,两个队列在患者人口统计学、合并症、氨甲环酸给药率和医院特征方面没有显著差异。在考虑了潜在的混杂变量后,与服用阿司匹林的患者相比,服用氯吡格雷的患者术后输血(校正优势比[aOR]: 1.69; 95%可信区间[CI]: 1.30 ~ 2.21; p < 0.001)和急性贫血(aOR: 1.13; 95% CI: 1.03 ~ 1.26; p = 0.015)的风险增加。在深静脉血栓形成、肺栓塞、中风、心肌梗死、血肿或出血的风险方面,各组间没有发现显著差异。结论:与接受阿司匹林的患者相比,接受氯吡格雷单药治疗静脉血栓栓塞术后化疗预防的患者术后出血并发症的风险增加,但TJA后血栓栓塞并发症的风险相似。这些发现提示,在高危心血管患者术后恢复使用氯吡格雷预防血栓的决定应平衡其有效的抗血小板活性与出血并发症的风险。证据等级:治疗性III级。有关证据水平的完整描述,请参见作者说明。
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引用次数: 0
An Algorithmic Scalpel: Realistic Expectations for Artificial Intelligence in Orthopaedic Practice. 算法手术刀:人工智能在骨科实践中的现实期望。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.01479
Jason Strelzow
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引用次数: 0
Clinical Outcomes of Pyrocarbon Hemiarthroplasty: A Short-Term, Multicenter Study. 焦碳半关节置换术的临床效果:一项短期、多中心研究。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.00054
Armodios M Hatzidakis, Grant E Garrigues, Libby A Mauter, Arthur de Gast, Matthew R Venegoni, You Yang, Peter S Johnston

Background: Unacceptable pain relief after hemiarthroplasty (HA) has limited its utilization for shoulder replacement. The material properties of pyrolytic carbon-graphite composites may result in less abrasion compared with metal bearing surfaces, theoretically decreasing glenoid-sided pain and erosion. This prospective, single-arm, multicenter study was performed to evaluate the short-term clinical outcomes and implant survivorship of pyrocarbon HA.

Methods: The enrollment of 157 patients occurred at 18 sites between December 2015 and April 2017 as part of an Investigational Device Exemption protocol. The Constant score, American Shoulder and Elbow Surgeons (ASES) score, Single Assessment Numeric Evaluation (SANE) score, patient satisfaction, EuroQol-5 Dimensions (EQ-5D) score, and active range of motion were evaluated. A historical control cohort treated with cobalt-chromium HA was identified through a propensity score subclassification analysis. The pyrocarbon HA and cobalt-chromium HA cohorts were compared on the basis of a Composite Clinical Success (CCS) rate, defined as a ≥17-point change in the Constant score without revision or a device-related adverse event.

Results: Of the 157 patients enrolled, 144 had short-term follow-up (mean, 24.4 ± 1.2 months), 10 were lost to follow-up, and 3 underwent revision prior to 24 months due to pain or low-grade infection. The mean patient age was 52.4 ± 10.9 years (range, 19 to 73 years). There were significant improvements in all active range-of-motion and patient-reported outcomes. The outcomes of the pyrocarbon HA cohort (n = 157) were compared with those of the cobalt-chromium HA group (n = 169) eligible for a minimum 24-month follow-up, in which multiple imputation was employed to address missing data. The CCS was 82.7% for the pyrocarbon HA group and 66.8% for the cobalt-chromium HA group (p < 0.001).

Conclusions: Pyrocarbon HA demonstrated favorable results at a short-term follow-up and improved outcomes compared with the propensity score subclassification-derived cobalt-chromium HA cohort.

Level of evidence: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

背景:半关节置换术(HA)后不可接受的疼痛缓解限制了其在肩关节置换术中的应用。与金属承载表面相比,热解碳-石墨复合材料的材料特性可能导致更少的磨损,理论上可以减少关节侧疼痛和侵蚀。这项前瞻性、单臂、多中心研究旨在评估焦碳羟基磷灰石的短期临床结果和种植体存活率。方法:在2015年12月至2017年4月期间,作为试验性器械豁免协议的一部分,在18个地点招募了157名患者。对患者的Constant评分、American Shoulder and肘关节外科医生(ASES)评分、Single Assessment Numeric Evaluation (SANE)评分、患者满意度、EuroQol-5 Dimensions (EQ-5D)评分和活动范围进行评估。通过倾向评分亚分类分析确定了钴铬HA治疗的历史对照队列。在综合临床成功率(CCS)的基础上比较了焦碳HA和钴铬HA队列,CCS的定义是在没有修改或器械相关不良事件的情况下恒定评分改变≥17分。结果:纳入的157例患者中,144例进行了短期随访(平均24.4±1.2个月),10例失去随访,3例因疼痛或低度感染在24个月前进行了翻修。患者平均年龄52.4±10.9岁(范围19 ~ 73岁)。所有的活动范围和患者报告的结果都有显著的改善。将炭素HA队列(n = 157)的结果与钴铬HA组(n = 169)的结果进行比较,这些结果至少需要24个月的随访,其中采用多重输入来解决缺失的数据。焦碳HA组的CCS为82.7%,钴铬HA组的CCS为66.8% (p < 0.001)。结论:与倾向评分亚分类衍生的钴铬HA队列相比,焦碳HA在短期随访中表现出良好的结果和改善的结果。证据等级:治疗性III级。有关证据水平的完整描述,请参见作者说明。
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引用次数: 0
A Fully Automated Multistage Deep Learning System for Lenke Classification: Enhanced Diagnostic Precision in Adolescent Idiopathic Scoliosis. 用于Lenke分类的全自动多阶段深度学习系统:提高青少年特发性脊柱侧凸的诊断精度。
IF 4.3 1区 医学 Q1 ORTHOPEDICS Pub Date : 2025-12-29 DOI: 10.2106/JBJS.25.01015
Lingcong Xu, Caiyuan Liu, Wenjie Zhong, Ke Xu, Niezhenghao He, Jiang Hu, Kun Zhang, Haowen Cui

Background: The Lenke classification for adolescent idiopathic scoliosis (AIS) has interobserver variability due to subjective clinical assessment. We developed and validated a fully automated deep learning system for precise Lenke classification using spinal radiographs.

Methods: This retrospective study included 650 individuals (mean age, 13.75 ± 2.23 years; 433 female, 217 male; 618 Han Chinese, 32 Tibetan), comprising 183 healthy controls and 467 patients with AIS (aged 10 to 18 years; 25° ≤ Cobb angle < 90°) with full-spine radiographs. A multistage deep learning system consisting of (1) Swin-Unet segmentation of vertebrae (C7-S1) for automated Cobb angle measurement, (2) DeepLabv3+ localization of lumbar pedicles (L1-L5) to determine modifiers via the centroid-to-CSVL (central sacral vertebral line) distance, and (3) a fusion module integrating features to curve types and lumbar (A/B/C) and sagittal thoracic (-/N/+) modifiers was designed to perform end-to-end Lenke classification automatically. Validation used an independent test set.

Results: The system achieved 95.6% overall accuracy in Lenke classification and had a macro-averaged F1 score of 0.862. Vertebral segmentation attained Dice coefficients of 0.917 (anteroposterior) and 0.942 (lateral). Cobb angle measurements showed excellent agreement with those of experts (intraclass correlation coefficient, 0.969 to 0.976 for thoracic or thoracolumbar/lumbar curves). Modifier assignment achieved F1 scores of 0.912 (lumbar A/B/C) and 0.928 (sagittal -/N/+), exceeding clinical acceptability thresholds.

Conclusions: The fully automated system was able to perform rapid, objective, interpretable, and clinically reliable classification of the Lenke type directly from radiographs, with performance comparable with that of expert assessment. It demonstrates potential for standardizing AIS surgical planning, reducing diagnostic variability, and improving surgical workflow efficiency.

Level of evidence: Diagnostic Level III. See Instructions for Authors for a complete description of levels of evidence.

背景:青少年特发性脊柱侧凸(AIS)的Lenke分类由于主观临床评估而具有观察者间的可变性。我们开发并验证了一个全自动深度学习系统,该系统使用脊柱x线片进行精确的Lenke分类。方法:本回顾性研究纳入650人(平均年龄13.75±2.23岁,女性433人,男性217人,汉族618人,藏族32人),其中健康对照183人,全脊柱x线片AIS患者467人(年龄10 ~ 18岁,25°≤Cobb角< 90°)。设计了一个多级深度学习系统,包括(1)椎体(C7-S1)的Swin-Unet分割(C7-S1)用于自动测量Cobb角,(2)腰椎椎弓根(L1-L5)的DeepLabv3+定位(L1-L5),通过质心到csvl(骶椎中央椎线)的距离确定修饰符,以及(3)融合特征到曲线类型和腰椎(A/B/C)和矢状胸(-/N/+)修饰符的融合模块,自动进行端到端Lenke分类。验证使用独立的测试集。结果:系统对Lenke分类的总体准确率达到95.6%,宏观平均F1评分为0.862。椎体分割的Dice系数分别为0.917(正、侧)和0.942(侧)。Cobb角测量结果与专家的结果非常吻合(胸椎或胸腰椎曲线的类内相关系数为0.969 ~ 0.976)。修饰符分配的F1得分分别为0.912(腰椎A/B/C)和0.928(矢状面-/N/+),超过了临床可接受阈值。结论:全自动系统能够直接从x线片对Lenke型进行快速、客观、可解释、临床可靠的分类,其性能可与专家评估相媲美。它展示了标准化AIS手术计划、减少诊断变异性和提高手术工作流程效率的潜力。证据等级:诊断级III。有关证据水平的完整描述,请参见作者说明。
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Journal of Bone and Joint Surgery, American Volume
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