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Osteoporotic Patients with Thoracolumbar Scoliosis Are at Higher Risk for Developing Thoracolumbar Spinal Fractures: A 7,000 Patient Population Cross-Sectional Study. 骨质疏松性胸腰椎侧凸患者发生胸腰椎骨折的风险更高:一项7000例患者人群横断面研究
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-08 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00102
Gabriel Liu, Yiong Huak Chan, Jun-Hao Tan

Background: Adult spinal deformity (ASD) is a 3-dimensional deformity that may compromise spinal stability. We hypothesized that this instability increases the risk of spinal fractures in patients with ASD.

Methods: This observational, cross-sectional cohort study was conducted at a single university hospital. All patients aged 40 years or older who underwent DEXA scans over a 3-year period were included. Clinical and radiological data were analyzed using SPSS software.

Results: A total of 7,075 patients (6,476 females, 599 males) were included. The mean age was 60.7 ± 10.7 years, and the mean T-score was -1.11 ± 1.38. Among these, 970 (13.7%) were osteoporotic and 645 (9.1%) had scoliosis. Spinal fractures were identified in 202 patients (2.9%) of whom 67 (33.1%) had scoliosis. Approximately 75% of these fractures occurred above the apex of the scoliotic curve, and 16% occurred at the apex itself. Multivariate analysis identified several independent risk factors for spinal fracture: increasing age (odds ratio [OR] = 1.12, 95% confidence interval [CI]: 1.09-1.15, p = 0.00), Chinese ethnicity (OR = 2.64, 95% CI: 1.07-6.55, p = 0.036), osteoporosis (OR = 1.68, 95% CI: 1.33-2.12, p < 0.001), and scoliosis (OR = 5.37, 95% CI: 3.96-7.28, p < 0.001). Subgroup analysis showed a progressive increase in fracture risk with greater Cobb angles: 10° to 20° (OR = 4.78, p < 0.01), 21° to 30° (OR = 4.95, p = 0.005), and >30° (OR = 6.14, p = 0.043). The risk increased to 31.3 times when the patient was female, osteoporotic, and had a Cobb angle ≥30° (OR = 31.3, 95% CI: 18.1-44.7, p = 0.05).

Conclusion: To the best of the author's knowledge, this is the first large study to describe lumbar scoliosis as an independent risk factor for spinal fracture. Although patient's age, race, and sex may be risk factors for the development of spinal fractures, the presence of lumbar scoliosis significantly increases the risk, especially in patients with osteoporosis. The risk of developing spinal fracture increases to 31.3 times if the patient is female, has osteoporosis, and Cobb angle ≥30°. This study serves to alert the physician that elderly osteoporotic patients with thoracolumbar/lumbar scoliosis are at higher risk of developing spinal fractures, and careful follow-up with aggressive treatment of osteoporosis may be required.

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

Clinical relevance: Elderly female osteoporotic patients with thoracolumbar/lumbar scoliosis are at higher risk of developing spinal fractures. Careful follow-up with aggressive treatment of osteoporosis may be required.

背景:成人脊柱畸形(ASD)是一种可能损害脊柱稳定性的三维畸形。我们假设这种不稳定性增加了ASD患者脊柱骨折的风险。方法:本观察性横断面队列研究在一所大学医院进行。所有年龄在40岁或以上并在3年内接受DEXA扫描的患者均被纳入研究。采用SPSS软件对临床及影像学资料进行分析。结果:共纳入7075例患者,其中女性6476例,男性599例。平均年龄为60.7±10.7岁,平均t评分为-1.11±1.38。其中骨质疏松970例(13.7%),脊柱侧凸645例(9.1%)。202例(2.9%)患者发生脊柱骨折,其中67例(33.1%)发生脊柱侧凸。大约75%的骨折发生在脊柱侧凸曲线顶端以上,16%发生在脊柱侧凸曲线顶端。多因素分析确定了脊柱骨折的几个独立危险因素:年龄增加(优势比[OR] = 1.12, 95%可信区间[CI]: 1.09-1.15, p = 0.00)、华裔(OR = 2.64, 95% CI: 1.07-6.55, p = 0.036)、骨质疏松(OR = 1.68, 95% CI: 1.33-2.12, p < 0.001)和脊柱侧凸(OR = 5.37, 95% CI: 3.96-7.28, p < 0.001)。亚组分析显示,Cobb角越大,骨折风险逐渐增加:10°至20°(OR = 4.78, p < 0.01), 21°至30°(OR = 4.95, p = 0.005), bbb30°(OR = 6.14, p = 0.043)。当女性、骨质疏松、Cobb角≥30°时,风险增加到31.3倍(OR = 31.3, 95% CI: 18.1-44.7, p = 0.05)。结论:据作者所知,这是第一个将腰椎侧凸描述为脊柱骨折的独立危险因素的大型研究。虽然患者的年龄、种族和性别可能是脊柱骨折发生的危险因素,但腰椎侧凸的存在显著增加了风险,尤其是骨质疏松症患者。如果患者为女性、骨质疏松、Cobb角≥30°,发生脊柱骨折的风险增加到31.3倍。本研究旨在提醒医生,老年骨质疏松合并胸腰椎侧凸的患者发生脊柱骨折的风险较高,可能需要仔细随访并积极治疗骨质疏松症。证据等级:三级。有关证据水平的完整描述,请参见作者说明。临床相关性:老年女性骨质疏松伴胸腰椎侧凸的患者发生脊柱骨折的风险较高。骨质疏松症可能需要仔细的随访和积极的治疗。
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引用次数: 0
Erratum: The Prospective Randomized EValuation of Emerging Novel Treatments for Infection Prophylaxis in Total Joint Replacement (PREVENT-iT): Feasibility and Safety Study. 勘误:全关节置换术中预防感染新疗法(prevention - it)的前瞻性随机评价:可行性和安全性研究。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-08 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.ER.25.00150
Thomas J Wood, Sameer Parpia, Isabelle Tate, Hassan Abdel Khalik, Ernesto Guerra-Farfan, Ernesto Muñoz-Mahamud, Michael Tanzer, Adam Hart, Anthony Albers, Oirui Hou, Mohit Bhandari

[This corrects the article DOI: 10.2106/JBJS.OA.25.00150.].

[更正文章DOI: 10.2106/JBJS.OA.25.00150.]。
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引用次数: 0
Nerve Injury Severity and Outcomes: An Analysis of Supracondylar Humeral Fractures. 肱骨髁上骨折的神经损伤严重程度及预后分析。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-08 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00273
Oluwatoba T Balogun, Alison Anthony, Jian Dealy, Lindsay Eberlin, Emily S Ho, Andrea H W Chan, Mark W Camp, Kristen M Davidge

Background: Nerve injuries (NI) after pediatric supracondylar humeral fractures (SHF) are commonly reported as neurapraxic, with most studies focusing on motor recovery alone. This study aimed to analyze both sensory and motor outcomes of NI in SHF to identify patterns of recovery and predictors of prolonged nerve recovery.

Methods: A 4-year retrospective cohort study of children 0 to 12 years with NI after SHF was performed. Patterns of nerve recovery and outcomes of spontaneous recovery were analyzed descriptively. Predictors of prolonged nerve recovery (>4 months) were explored using multivariable logistic regression.

Results: Of 1,137 children with SHF, 93 (52% male; mean age 7.2 ± 2.1 years) presented with traumatic NI. The median nerve was most frequently injured (62.4%, n = 58), followed by the radial (29.0%, n = 27) and ulnar nerves (8.6%, n = 8). All children had both sensory and motor deficits; there were no motor-only injuries. Complete spontaneous recovery occurred in 90 children, with 64% (n = 56) taking more than 4 months to recover. Two patients (2.2%) had neurotmetic injuries necessitating nerve grafting. Radial NI showed faster recovery, with 69.2% (n = 18) resolving within 4 months, compared with 20.6% (n = 12) and 25% (n = 2) of median and ulnar NI, respectively.

Conclusions: Traumatic NI after pediatric SHF achieve full spontaneous recovery in most cases, but the majority take longer than 4 months to recover. Radial NI recover more rapidly (<4 months) than median or ulnar NI. Factors such as time to surgery, presence of a pink-pulseless limb, and multidirectional instability did not predict prolonged recovery in extension-type SHF.

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

背景:小儿肱骨髁上骨折(SHF)后的神经损伤(NI)通常被报道为神经失用,大多数研究只关注运动恢复。本研究旨在分析SHF患者NI的感觉和运动结果,以确定恢复模式和延长神经恢复的预测因素。方法:对0 - 12岁SHF后NI患儿进行为期4年的回顾性队列研究。描述性地分析神经恢复的模式和自发恢复的结果。采用多变量logistic回归探讨神经恢复时间延长(> ~ 4个月)的预测因素。结果:1137例SHF患儿中,93例(52%为男性,平均年龄7.2±2.1岁)表现为外伤性NI。损伤最多的是正中神经(62.4%,n = 58),其次是桡神经(29.0%,n = 27)和尺神经(8.6%,n = 8)。所有儿童都有感觉和运动缺陷;没有单纯的运动损伤。90例患儿完全自发恢复,其中64% (n = 56)的恢复时间超过4个月。2例(2.2%)患者有神经缺损需要神经移植。桡骨NI恢复较快,4个月内治愈率为69.2% (n = 18),中位NI和尺侧NI分别为20.6% (n = 12)和25% (n = 2)。结论:儿童SHF后外伤性NI多数可完全自发恢复,但大多数需要4个月以上的时间才能恢复。桡骨NI恢复更快(证据等级: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
Implementation of Video-Based Coaching in Orthopaedic Surgery Residency Training. 视频指导在骨科住院医师培训中的实施。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-08 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00118
Samir Sakaria, Daniel Walsh, Shreya M Saraf, Mary K Mulcahey

» Video-based coaching (VBC) is an educational technique that integrates real-time recordings of resident-performed procedures that are later analyzed by an expert coach, providing an opportunity for objective feedback. » Head-mounted point-of-view cameras provide a clear visual recording of the surgical field from the surgeon's perspective. Pilot studies using primarily head-mounted cameras showed that the VBC approach demonstrates a potential improvement in residents' technical skills. » VBC can promote the development of nontechnical skills, such as cognitive awareness and critical thinking. This may enhance residents' self-confidence, influencing their ability to perform the same procedures in the future. » This scoping review performs a comprehensive evaluation of existing literature on VBC within surgical education to determine its importance, effectiveness, and application to orthopaedic surgery residency training. » While traditional intraoperative exposure remains a critical component of orthopaedic resident training, VBC offers a promising and valuable supplementary educational resource.

视频指导(Video-based coaching, VBC)是一种教育技术,它整合了住院医生执行过程的实时录音,随后由专家教练进行分析,为客观反馈提供了机会。*头戴式视角摄像机从外科医生的角度对手术区域进行清晰的视觉记录。主要使用头戴式摄像机的试点研究表明,VBC方法显示了居民技术技能的潜在改善。VBC可以促进非技术技能的发展,如认知意识和批判性思维。这可能会增强住院医生的自信心,从而影响他们将来进行相同手术的能力。本综述对外科教育中关于VBC的现有文献进行了全面评估,以确定其重要性、有效性及其在骨科住院医师培训中的应用。虽然传统的术中暴露仍然是骨科住院医师培训的重要组成部分,但VBC提供了一种有前途和有价值的补充教育资源。
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引用次数: 0
Job Satisfaction of Research Personnel in Orthopaedic Trauma Surgery. 骨科创伤外科科研人员工作满意度研究。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-05 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.24.00195
Assweni Gowrishanker, Amanda Hadwen, Sofia Bzovsky, Jodi L Gallant, Paula McKay, Sheila Sprague

Background: The role of research personnel (e.g., research assistants, research coordinators, research managers, etc.) is critical to the success of clinical trials in orthopaedic surgery. Retention of research personnel is a challenge faced by many academic surgical researchers. Limited investigation has been conducted to identify and quantify factors that lead to low retention rates, especially in the field of orthopaedic surgery clinical research.

Methods: We developed an electronic survey, containing the validated Job Satisfaction Survey (JSS), to evaluate job satisfaction, career path, and educational pathways in the context of long-term retention of research personnel working in orthopaedic surgery. We distributed the anonymized survey to research personnel who currently or had previously participated in at least 1 orthopaedic trauma clinical trial coordinated by a university-affiliated surgical methods center.

Results: Seventy-two research personnel working on clinical orthopaedic studies completed the survey (43%). Using the JSS, overall respondent scores (mean 143.8, SD 26.6) fell on the border of the ambivalent and satisfaction categories. The lowest mean scores, representing dissatisfaction (scores <12), were seen within the promotion (11.4, SD 4.9) and pay (11.9, SD 5.1) subscales. Higher pay was the most common factor that would increase respondents' satisfaction in their current position (72%). Almost half (46%) expressed funding being a barrier to accessing continuing education, and 54% were unsure or considered clinical research in orthopaedic trauma a temporary position. Four main themes arose from the qualitative portion of the survey: (1) appreciation and involvement, (2) institutional barriers, (3) training, and (4) support from the principal investigator.

Conclusions: Research personnel in clinical orthopaedic trauma surgery are a highly motivated group with job satisfaction bordering ambivalence into satisfaction. Despite the desire to grow in their positions, pay and inadequate funding to support continuing education opportunities are barriers. The qualitative findings provide additional insights into how job satisfaction and retention can be improved among clinical research personnel in orthopaedic trauma surgery.

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

背景:研究人员(如研究助理、研究协调员、研究经理等)的角色对骨科临床试验的成功至关重要。研究人员的保留是许多学术外科研究人员面临的挑战。有限的调查已经进行,以确定和量化因素,导致低保留率,特别是在骨科外科临床研究领域。方法:我们开发了一项电子调查,包含有效的工作满意度调查(JSS),以评估长期保留骨科研究人员的工作满意度,职业道路和教育途径。我们将匿名调查分发给目前或曾经参加过至少一项由大学附属外科方法中心协调的骨科创伤临床试验的研究人员。结果:72名从事骨科临床研究的科研人员完成了调查(43%)。使用JSS,总体受访者得分(平均143.8,标准差26.6)落在矛盾和满意类别的边界上。结论:临床骨科创伤外科研究人员是一个高度上进心的群体,其工作满意度介于矛盾心理和满意之间。尽管她们渴望在职位上有所成长,但薪酬和支持继续教育机会的资金不足是障碍。定性研究结果为如何提高骨科创伤外科临床研究人员的工作满意度和保留率提供了额外的见解。证据等级:三级。有关证据水平的完整描述,请参见作者说明。
{"title":"Job Satisfaction of Research Personnel in Orthopaedic Trauma Surgery.","authors":"Assweni Gowrishanker, Amanda Hadwen, Sofia Bzovsky, Jodi L Gallant, Paula McKay, Sheila Sprague","doi":"10.2106/JBJS.OA.24.00195","DOIUrl":"10.2106/JBJS.OA.24.00195","url":null,"abstract":"<p><strong>Background: </strong>The role of research personnel (e.g., research assistants, research coordinators, research managers, etc.) is critical to the success of clinical trials in orthopaedic surgery. Retention of research personnel is a challenge faced by many academic surgical researchers. Limited investigation has been conducted to identify and quantify factors that lead to low retention rates, especially in the field of orthopaedic surgery clinical research.</p><p><strong>Methods: </strong>We developed an electronic survey, containing the validated Job Satisfaction Survey (JSS), to evaluate job satisfaction, career path, and educational pathways in the context of long-term retention of research personnel working in orthopaedic surgery. We distributed the anonymized survey to research personnel who currently or had previously participated in at least 1 orthopaedic trauma clinical trial coordinated by a university-affiliated surgical methods center.</p><p><strong>Results: </strong>Seventy-two research personnel working on clinical orthopaedic studies completed the survey (43%). Using the JSS, overall respondent scores (mean 143.8, SD 26.6) fell on the border of the ambivalent and satisfaction categories. The lowest mean scores, representing dissatisfaction (scores <12), were seen within the promotion (11.4, SD 4.9) and pay (11.9, SD 5.1) subscales. Higher pay was the most common factor that would increase respondents' satisfaction in their current position (72%). Almost half (46%) expressed funding being a barrier to accessing continuing education, and 54% were unsure or considered clinical research in orthopaedic trauma a temporary position. Four main themes arose from the qualitative portion of the survey: (1) appreciation and involvement, (2) institutional barriers, (3) training, and (4) support from the principal investigator.</p><p><strong>Conclusions: </strong>Research personnel in clinical orthopaedic trauma surgery are a highly motivated group with job satisfaction bordering ambivalence into satisfaction. Despite the desire to grow in their positions, pay and inadequate funding to support continuing education opportunities are barriers. The qualitative findings provide additional insights into how job satisfaction and retention can be improved among clinical research personnel in orthopaedic trauma surgery.</p><p><strong>Level of evidence: </strong>Level III. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 4","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12662474/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145649593","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 Retrospective Review of Intra-articular Methylprednisolone Hip Injection and Development of Rapidly Progressive Idiopathic Arthritis in Adults. 关节内甲基强的松龙髋关节注射与成人快速进展性特发性关节炎发展的回顾性研究。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-05 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00034
Nadine McKay, Erin Hopkins, Levi Moulton, Zhiwei Gao, Leah Kirk, John Hopkins, Nicholas Smith

Background: Rapidly progressive idiopathic arthritis (RPIA) of the hip is a rare, poorly understood, destructive hip disease. Etiologies are understudied; however, recent literature suggests a causal relationship between intra-articular corticosteroid hip injections and the development of RPIA. This study's primary objective was to identify the prevalence of RPIA following methylprednisolone intra-articular hip injections (IAHI) and assess these cases' baseline characteristics.

Methods: Patients who received at least 1 fluoroscopy-guided methylprednisolone IAHI into a native hip between January 2010 and December 2019, had available preinjection and postinjection images, and met inclusion criteria were enrolled. Demographic variables, injection dose and laterality, and number of injections per hip were collected from electronic medical records. Postinjection RPIA was determined through imaging review.

Results: The total was 1,402 unique hips. The mean age at the time of first injection was 63 (SD = 12.65), and 54% (n = 752) of patients were female. Review of preinjection and postinjection imaging revealed 31 cases of RPIA, thus 2.2% overall prevalence. The mean number of methylprednisolone injections per hip was 1.67 (SD = 1.72), with a mean cumulative dose of 74.91 mg (SD = 84.58). Conditional logistic regression showed each 100 mg increase in cumulative dose was associated with an odds ratio of 0.90 (95% confidence interval 0.59-1.37; p = 0.62). Thus, increasing dose was not significantly associated with the risk of RPIA.

Conclusion: To our knowledge, this is the first study to exclusively analyze methylprednisolone IAHI, which found a lower prevalence of postinjection RPIA than most previous studies. Importantly, cumulative methylprednisolone dose was not significantly associated with an increased risk of RPIA, suggesting that repeat dosing within the studied ranges is unlikely to substantially increase the risk of this complication.

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

背景:髋关节快速进行性特发性关节炎(RPIA)是一种罕见的、知之甚少的破坏性髋关节疾病。病因尚未得到充分研究;然而,最近的文献表明关节内皮质类固醇髋关节注射与RPIA的发展之间存在因果关系。本研究的主要目的是确定甲基强的松龙髋关节内注射(IAHI)后RPIA的患病率,并评估这些病例的基线特征。方法:纳入在2010年1月至2019年12月期间接受至少1次透视引导下甲基强的松龙IAHI治疗的患者,这些患者有注射前和注射后的可用图像,并符合纳入标准。从电子病历中收集人口统计变量、注射剂量和侧边以及每髋注射次数。通过影像学检查确定注射后RPIA。结果:总共有1402个独特的髋关节。首次注射时的平均年龄为63岁(SD = 12.65),女性占54% (n = 752)。回顾注射前和注射后成像显示31例RPIA,总患病率为2.2%。每髋平均注射甲基强的松龙次数为1.67次(SD = 1.72),平均累积剂量为74.91 mg (SD = 84.58)。条件logistic回归显示,累积剂量每增加100 mg,优势比为0.90(95%可信区间0.59-1.37;p = 0.62)。因此,增加剂量与RPIA的风险无显著相关。结论:据我们所知,这是第一个专门分析甲基强的松龙IAHI的研究,该研究发现注射后RPIA的患病率低于大多数先前的研究。重要的是,累积甲基强的松龙剂量与RPIA风险的增加没有显著相关,这表明在研究范围内重复给药不太可能显著增加这种并发症的风险。证据等级:二级。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
Preoperative Nutrition in Orthopaedic Surgery. 骨科手术的术前营养。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-05 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00066
Megha R Aepala, Alexa J Chandler, Lindsay Orbeta, Jamie Confino, Stephanie E Wong

» Nutritional optimization is essential for improving orthopedic surgical outcomes by addressing the hypermetabolic state and supporting tissue regeneration. » Evidence-based preoperative interventions, including tailored carbohydrate, protein, omega-3 fatty acids, and micronutrient intake, support muscle preservation and enhance recovery. » Integrating dietitians into surgical care improves nutritional screening and personalized dietary plans, optimizing outcomes for high-risk patients.

营养优化是通过解决高代谢状态和支持组织再生来改善骨科手术结果的关键。基于证据的术前干预措施,包括量身定制的碳水化合物、蛋白质、omega-3脂肪酸和微量营养素摄入,支持肌肉保存并促进恢复。»将营养师纳入手术护理可改善营养筛查和个性化饮食计划,优化高危患者的预后。
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引用次数: 0
Infection Epidemiology, Antibiotic Treatment, and Microorganism Profiles in Urban Civilian Low Energy Firearm Fractures. 城市平民低能火器骨折的感染流行病学、抗生素治疗和微生物特征。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-05 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00121
Vikranth Mirle, Hayden Baker, Kelly Hynes, Jason Strelzow

Background: Civilian fractures resulting from firearm injuries are a challenging clinical entity associated with a high risk of infection. This study aims to characterize rates, associated risk factors, and pathogen profile of infections after low-energy civilian firearm fractures.

Methods: This study included 1,508 adults with low-velocity firearm fractures at a Level I trauma center (2018-2022). Demographic, injury, and clinical data were collected with infection status determining stratification. Outcomes of interest in the infection cohort included pathogen, timing of antibiotics, and clinical course.

Results: Of 1,508 patients, 140 patients (9.3%) developed an infection. Factors significantly associated with infection included age, male gender, lower extremity fracture, vascular injury, compartment syndrome, visceral injury, retained foreign body, and operative intervention. Polymicrobial infections were found in 67 patients (68%), and the mean time from injury to positive culture was 70.8 ± 129.2 days.

Conclusion: Infections after firearm fractures are a challenging complication with a predominance of methicillin-resistant Staphylococcus aureus, multidrug resistant Gram-negative organisms, and rare pathogens typically seen in immunocompromised individuals. Our study emphasizes need for further study regarding efficacy of prophylactic antibiotics and suggests utility in targeted treatment for atypical organisms.

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

背景:火器伤导致的平民骨折是一个具有挑战性的临床实体,与感染的高风险相关。本研究旨在描述低能民用火器骨折后感染的发生率、相关危险因素和病原体特征。方法:本研究纳入了一级创伤中心(2018-2022)的1,508名低速火器骨折成人。收集了人口统计学、损伤和临床数据,感染状况决定分层。感染队列的结果包括病原体、抗生素使用时间和临床病程。结果:1508例患者中,140例(9.3%)发生感染。与感染显著相关的因素包括年龄、男性、下肢骨折、血管损伤、隔室综合征、内脏损伤、异物残留、手术干预等。67例(68%)患者出现多微生物感染,从损伤到培养阳性平均时间为70.8±129.2天。结论:火器骨折后感染是一种具有挑战性的并发症,主要是耐甲氧西林金黄色葡萄球菌,耐多药革兰氏阴性菌和罕见病原体,通常见于免疫功能低下的个体。我们的研究强调了预防性抗生素的有效性需要进一步研究,并提出了非典型微生物靶向治疗的实用性。证据等级: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
The Association Between Sociodemographic Factors and Patient Portal Utilization Across Orthopaedic Subspecialties. 社会人口学因素与骨科亚专科患者门静脉使用率之间的关系。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-12-05 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00234
Lauren J Seo, Alissa M Arango, Dana G Rowe, Emily Poehlein, Cynthia Green, C Rory Goodwin, Melissa M Erickson

Background: Patient portal (PP) usage enhances patient engagement, quality of care, and clinical outcomes. However, effective utilization requires digital literacy and internet access, resulting in disparities, particularly among older, non-White, uninsured, or publicly insured patients. While prior studies have examined PP use in specific orthopaedic subspecialties, comprehensive analyses are limited. The aim of this study was to identify social determinants of health of interest (SDOH) associated with PP utilization across orthopaedic subspecialties and to assess its association with outcomes.

Methods: A retrospective cohort study of adult patients who underwent orthopaedic procedures was conducted between January 2021 and December 2022. The study included 33,143 encounters involving 28,028 patients. PP utilization was defined as activating and using the PP at least once. SDOH assessed included age, sex, race, ethnicity, language, domestic partnership status, employment status, insurance, and urbanicity. Clinical outcomes included hospital length of stay, 30-day return to the emergency department (ED), 30-day readmission, and discharge disposition. Univariable and multivariable models evaluated associations between SDOH and PP use, while mixed-effects models assessed the association between PP utilization and outcomes.

Results: PP utilization varied across subspecialties, with the highest rates in sports medicine (93.9%) and hip preservation (92.6%) and the lowest in trauma (71.7%). Lower odds of PP use were observed among patients older than 65 years, male, non-White, non-English speaking, single, unemployed, uninsured or publicly insured, and those living in rural areas. A decrease of 1 SDOH was associated with a 2.21-fold increase in PP use (odds ratio [OR]): 2.21; 95% confidence interval [CI]: 2.14-2.29; p < 0.001). Nonusers had higher odds of 30-day ED return (OR: 1.73; 95% CI: 1.51-1.99), 30-day readmission (OR: 2.49; 95% CI: 2.12-2.93), nonhome discharge (OR: 4.63, 95% CI: 3.76-5.70), and experienced longer hospital stays (Rate Ratio: 1.61; 95% CI: 1.52-1.70).

Conclusions: PP utilization in orthopaedic surgery is associated with social determinants of health and varies by subspecialty. PP nonusage is associated with worse clinical outcomes, highlighting the need for targeted interventions to improve PP adoption among at-risk populations and reduce disparities in orthopaedic care.

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

背景:患者门户网站(PP)的使用提高了患者的参与度、护理质量和临床结果。然而,有效利用需要数字素养和互联网接入,这导致了差距,特别是在老年人、非白人、无保险或公共保险患者中。虽然先前的研究已经检查了PP在特定骨科亚专科的使用,但综合分析是有限的。本研究的目的是确定与骨科亚专科PP使用相关的感兴趣健康(SDOH)的社会决定因素,并评估其与预后的关系。方法:对2021年1月至2022年12月期间接受骨科手术的成年患者进行回顾性队列研究。该研究包括33,143次接触,涉及28,028名患者。PP利用率定义为至少激活和使用PP一次。SDOH评估包括年龄、性别、种族、民族、语言、家庭伴侣状况、就业状况、保险和城市化程度。临床结果包括住院时间、30天返回急诊科(ED)、30天再入院和出院处置。单变量和多变量模型评估了SDOH与PP使用之间的关系,而混合效应模型评估了PP使用与结果之间的关系。结果:不同亚专科的PP使用率不同,运动医学(93.9%)和髋关节保护(92.6%)的使用率最高,创伤(71.7%)的使用率最低。在65岁以上、男性、非白人、非英语、单身、失业、无保险或公共保险以及生活在农村地区的患者中,PP使用的几率较低。SDOH降低1与PP使用增加2.21倍相关(优势比[OR]): 2.21;95%置信区间[CI]: 2.14-2.29;P < 0.001)。非使用者30天ED复发(OR: 1.73; 95% CI: 1.51-1.99)、30天再入院(OR: 2.49; 95% CI: 2.12-2.93)、非家庭出院(OR: 4.63, 95% CI: 3.76-5.70)和住院时间较长(比率比:1.61;95% CI: 1.52-1.70)的几率较高。结论:骨科手术中PP的使用与健康的社会决定因素有关,并因专科而异。不使用PP与较差的临床结果相关,这突出了有针对性的干预措施的必要性,以提高高危人群对PP的采用,并减少骨科护理中的差异。证据等级:三级。有关证据水平的完整描述,请参见作者说明。
{"title":"The Association Between Sociodemographic Factors and Patient Portal Utilization Across Orthopaedic Subspecialties.","authors":"Lauren J Seo, Alissa M Arango, Dana G Rowe, Emily Poehlein, Cynthia Green, C Rory Goodwin, Melissa M Erickson","doi":"10.2106/JBJS.OA.25.00234","DOIUrl":"10.2106/JBJS.OA.25.00234","url":null,"abstract":"<p><strong>Background: </strong>Patient portal (PP) usage enhances patient engagement, quality of care, and clinical outcomes. However, effective utilization requires digital literacy and internet access, resulting in disparities, particularly among older, non-White, uninsured, or publicly insured patients. While prior studies have examined PP use in specific orthopaedic subspecialties, comprehensive analyses are limited. The aim of this study was to identify social determinants of health of interest (SDOH) associated with PP utilization across orthopaedic subspecialties and to assess its association with outcomes.</p><p><strong>Methods: </strong>A retrospective cohort study of adult patients who underwent orthopaedic procedures was conducted between January 2021 and December 2022. The study included 33,143 encounters involving 28,028 patients. PP utilization was defined as activating and using the PP at least once. SDOH assessed included age, sex, race, ethnicity, language, domestic partnership status, employment status, insurance, and urbanicity. Clinical outcomes included hospital length of stay, 30-day return to the emergency department (ED), 30-day readmission, and discharge disposition. Univariable and multivariable models evaluated associations between SDOH and PP use, while mixed-effects models assessed the association between PP utilization and outcomes.</p><p><strong>Results: </strong>PP utilization varied across subspecialties, with the highest rates in sports medicine (93.9%) and hip preservation (92.6%) and the lowest in trauma (71.7%). Lower odds of PP use were observed among patients older than 65 years, male, non-White, non-English speaking, single, unemployed, uninsured or publicly insured, and those living in rural areas. A decrease of 1 SDOH was associated with a 2.21-fold increase in PP use (odds ratio [OR]): 2.21; 95% confidence interval [CI]: 2.14-2.29; p < 0.001). Nonusers had higher odds of 30-day ED return (OR: 1.73; 95% CI: 1.51-1.99), 30-day readmission (OR: 2.49; 95% CI: 2.12-2.93), nonhome discharge (OR: 4.63, 95% CI: 3.76-5.70), and experienced longer hospital stays (Rate Ratio: 1.61; 95% CI: 1.52-1.70).</p><p><strong>Conclusions: </strong>PP utilization in orthopaedic surgery is associated with social determinants of health and varies by subspecialty. PP nonusage is associated with worse clinical outcomes, highlighting the need for targeted interventions to improve PP adoption among at-risk populations and reduce disparities in orthopaedic care.</p><p><strong>Level of evidence: </strong>Level III. See Instructions for Authors for a complete description of levels of evidence.</p>","PeriodicalId":36492,"journal":{"name":"JBJS Open Access","volume":"10 4","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12662398/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145649552","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
Predicting Nonidiopathic Scoliosis from Plain Radiographs: A Deep-Learning Approach. 从x线平片预测非特发性脊柱侧凸:一种深度学习方法。
IF 3.8 Q2 ORTHOPEDICS Pub Date : 2025-11-25 eCollection Date: 2025-10-01 DOI: 10.2106/JBJS.OA.25.00257
Kellen L Mulford, Hans K Nugraha, Julia E Todderud, Andrew Pumford, Todd A Milbrandt, Paul M Huddleston, Melvin D Helgeson, A Noelle Larson

Background: Scoliosis has various etiologies, ranging from idiopathic, congenital, to those with spinal cord abnormalities. Advanced imaging is not always feasible and limited by cost, low-yield, and anesthesia risks in children. Given artificial intelligence's potential, we hypothesize that a deep learning (DL)-based image classifier will demonstrate superior performance in radiographic classification of scoliosis etiology compared witht experienced spine surgeons based on spine radiographs.

Methods: One thousand thirty-six pediatric patients from single institution with scoliosis diagnosis and paired anterior-posterior - lateral images were included. Patients were manually classified based on their scoliosis etiology from chart review, including previous spine imaging studies when available. Categories included idiopathic, congenital, and spinal cord pathology. Images were randomized and assigned for training, validation, and testing. A DL-classifier using EfficientNet B4 architecture was trained on the radiographs. Accuracy and positive predictive value as defined by precision, recall, and F1-score were calculated to assess final performance metrics.

Results: The trained classifier performed well at identifying correct etiologies, with F1-Score (harmonic mean of precision-recall) of 0.97. Model precision was 0.99 for adolescent idiopathic scoliosis, 0.89 for congenital, and 0.78 for spinal cord pathology. Performance was higher on more common classes, with lower performance observed in class with fewer images. The algorithm has highest overall precision (0.96), recall (0.96), and F1 (0.96), while Surgeons 1 and 2 have lower accuracies (precision 0.80, recall 0.79, and F1 0.79 and precision 0.76, recall 0.67, and F10.71, respectively). There was no clear pattern identified regarding the surgeons' errors and poor agreement on which X-rays corresponded to underlying spinal cord pathology.

Conclusion: A DL-convolutional-neural-network classifier has been trained to high degree of accuracy to distinguish between 3 scoliosis etiologies on pediatric spine radiographs. This model could provide a novel tool to clinicians to decide when to refer for axial imaging. It had superior diagnostic performance compared with experienced spine surgeons. After further validation and refinement, a clinician could put a patient's X-rays into the predictive tool for analysis and use the results to discuss with the family the risk of finding spinal cord pathology, helping them determine together the best timing for an MRI.

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

背景:脊柱侧凸有多种病因,从特发性、先天性到脊髓异常。先进的成像并不总是可行的,并且受到成本、低收益和儿童麻醉风险的限制。鉴于人工智能的潜力,我们假设与经验丰富的脊柱外科医生相比,基于深度学习(DL)的图像分类器将在脊柱侧凸病因的放射学分类方面表现出卓越的表现。方法:纳入来自单一机构的1336例脊柱侧凸诊断和配对前后侧位图像的儿童患者。根据患者的脊柱侧凸病因,包括以前的脊柱影像学研究(如果有的话),对患者进行人工分类。分类包括特发性、先天性和脊髓病理。图像被随机分配用于训练、验证和测试。使用EfficientNet B4架构的dl分类器在x线照片上进行了训练。计算准确度和阳性预测值(由精密度、召回率和f1评分定义),以评估最终的性能指标。结果:训练后的分类器在正确识别病因方面表现良好,F1-Score(准确率-召回率调和平均值)为0.97。青少年特发性脊柱侧凸的模型精度为0.99,先天性为0.89,脊髓病理学为0.78。更常见的类的性能更高,图像较少的类的性能较低。该算法具有最高的总体精度(0.96)、召回率(0.96)和F1(0.96),而外科医生1和外科医生2的准确率较低(precision 0.80, recall 0.79, F1 0.79, precision 0.76, recall 0.67, F10.71)。关于外科医生的错误没有明确的模式,并且在哪些x光片与潜在的脊髓病理相对应方面没有达成一致。结论:dl -卷积神经网络分类器已被训练出高度准确的区分小儿脊柱x线片上的3种脊柱侧凸病因。该模型可以为临床医生决定何时进行轴向成像提供一种新的工具。与经验丰富的脊柱外科医生相比,它具有优越的诊断性能。经过进一步的验证和改进,临床医生可以将患者的x光片放入预测工具中进行分析,并使用结果与家属讨论发现脊髓病变的风险,帮助他们共同确定进行MRI检查的最佳时机。证据等级: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
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