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Interprofessional care improves outcomes for medically complex patients and may be a valuable addition to standard lifestyle medicine practice, but implementation barriers exist. The purpose of this study was to explore the key features, perceived impact, and implementation considerations related to holding interprofessional team meetings as part of an intensive lifestyle medicine program. In this mixed-methods study, focus groups were conducted with 15 lifestyle medicine clinicians from various healthcare disciplines who had participated in interprofessional team meetings. Quantitative descriptive statistics of the meeting minutes were also calculated. Clinician-perceived benefits from participating in interprofessional team meetings included increased acquisition of knowledge, access to other clinicians, collaborative decision-making, patient satisfaction, and achievement of patient-centered goals. Participants described the importance of preparing an agenda for the interprofessional team meetings in advance, but a major implementation challenge was the time required to prepare for and conduct the meetings. Commitment and financial support by organization and program leadership were reported as key facilitators to implementing the meetings. Clinicians perceive significant value from incorporation of interprofessional team meetings into an intensive lifestyle medicine program, but successful implementation of meetings requires investment from all levels within a healthcare system.
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BACKGROUND: Congenital knee dislocation (CKD) is a rare condition, which accounts for 1% of congenital hip dislocations. It can present as an isolated condition or coexist with other genetic disorders. Treatment options include serial casting, percutaneous quadriceps recession, and V-Y quadricepsplasty (VYQ). The pathogenesis and hereditary patterns of CKD are not fully understood, with most cases being familial. CKD is usually managed immediately after birth. However, in this report, the patient was neglected for 2 years. CASE SUMMARY: A 2-year-old girl with bilateral CKD after birth presented to our hospital after failed serial casting; the patient had seizures and limited access to healthcare because of her family's low socioeconomic status. Her birth was noted for a breech presentation accompanied by oligohydramnios. The delivery took a long time, requiring immediate medical interventions. As an infant, she had chronic diseases, including a small patent ductus arteriole, multicystic dysplastic kidney disease, and epilepsy. She was found to have a bilateral knee dislocation of approximately -90° on hyperextension. A multidisciplinary team was involved, and medical care was optimized. She underwent VYQ plus semitendinosus and sartorius transfer. After four postoperative follow-ups, her knees were regaining mobility, and she could walk for 2-3 steps without assistance. CONCLUSION: This report highlights the importance of early intervention and recommends extensive studies of the management in similar cases.
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A 12-year-old male came to our Emergency Department with chief complaints of pain and inability to move the right shoulder for one day following a fall while playing. The range of motion of the right shoulder was restricted and painful in all directions. Initial radiographs revealed a transverse, displaced proximal humerus fracture at the head-shaft junction. The patient was managed by closed reduction internal fixation with percutaneous K-wiring (Kirschner wires). The K-wires were removed after four weeks, and the shoulder was mobilized. The patient had a near-normal and pain-free range of motion at three months of follow-up. Percutaneous K-wiring remains a viable option for the treatment of paediatric proximal humerus fractures, and good post-operative rehabilitation can help restore near-normal function, as demonstrated in this report.
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Introduction: Elder abuse is a prevalent, though often overlooked and underreported, cause of musculoskeletal injury in the elderly population. The purpose of this review is to provide an updated overview of the prevalence of elder abuse, its association with musculoskeletal injuries, and the available resources to aid orthopaedic surgeons in early detection and intervention. Significance: Improved training on this topic is needed throughout the medical education of orthopaedic surgeons to effectively recognize and address elder abuse. Our findings reveal an urgent need for increased awareness, education, and collaboration among healthcare professionals to address this significant public health concern. As the aging population continues to grow, understanding the connection between elder abuse and musculoskeletal injuries is essential for providing comprehensive care to older adults. Results: This review offers practical recommendations for identifying individuals at risk of elder abuse and outlines strategies for intervention. Indicators of abuse range from obvious signs like dirty clothes, neglect, and unattended injuries from falls, to more subtle cues requiring careful observation and questioning, such as mental health symptoms and family histories of abuse. Conclusion: By shedding light on this often-overlooked issue, this review advocates for a proactive approach to identifying and addressing elder abuse to safeguard the well-being and quality of life of older individuals.
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BACKGROUND CONTEXT: There is a paucity of women in the field of academic spine surgery. In 2022, 20% of orthopaedic surgery residents and 24% of neurosurgery residents were women, the lowest and third lowest of all medical specialties respectively. There exists a significant discrepancy in the number of women employed as adult spine surgeons at academic hospitals. PURPOSE: To quantify the number of female attending spine surgeons at academic hospitals and identify institutions that based on faculty diversity are demonstrating inequity Study Design: Descriptive Methods: Demographic data was collected utilizing the 2023-2024 NASS Fellowship Directory in combination with publicly available information on faculty profiles from January 1, 2024 - January 30, 2024. Data collected included gender and training institutions (medical school, residency, and fellowship). Adult spine fellowship-trained orthopaedic surgeons and neurosurgeons who perform adult spine surgery were included. RESULTS: There are 943 neurosurgical and orthopaedic adult spine surgeons employed at 73 academic hospitals. The breakdown of orthopaedic spine surgeons versus neurosurgeons is roughly equivalent, at 453 and 490, respectively. Among orthopaedic spine surgeons, 19 out of 453 (4%) are female. Among neurosurgeons, 44 out of 490 (9%) are female. The number of female academic spine surgeons who are neurosurgeons is more than double that of orthopaedic surgeons. 12 out of the 19 (63%) female orthopaedic spine surgeons, and 16 out of the 44 (36%) female neurosurgeons are employed at the program where they trained. Out of 45 larger academic spine hospitals with >10 faculty members, there were 15 without any female faculty. There is one academic hospital with ≥ 20 spine faculty, and zero women. CONCLUSION: The number of women pursuing academic spine careers continues to lag behind present day demographics of training programs. These continued trends should prompt both individuals and institutions to support progress in gender disparity research. LEVEL OF EVIDENCE: V.
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Tarsal tunnel syndrome is an entrapment neuropathy of the posterior tibial nerve beneath the flexor retinaculum that can be precipitated by either intrinsic or extrinsic factors. We report a unique case of a posterior medial ankle joint capsular defect with localized fluid extravasation between the flexor digitorum longus and flexor hallucis longus leading to symptoms consistent with tarsal tunnel syndrome in a collegiate tennis player. This patient is a 19-year-old female with no past medical history who presented with symptoms consistent with tarsal tunnel syndrome. After confirmation with magnetic resonance imaging, the patient underwent capsular reconstruction with dermal allograft in combination with a tarsal tunnel release. The patient had improvement in pain and recovery of paresthesia 3 months postoperatively. At the latest follow-up of 1 year postoperatively, the patient has not had a recurrence of symptoms and has returned to the same level of competitive play. Many different causes of tarsal tunnel syndrome are described in the literature, but to our knowledge, there is no current literature that describes a defect in the tibiotalar joint capsule as a cause of tarsal tunnel syndrome.
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BACKGROUND: Surgical procedures on the lower extremities often require weight-bearing on crutches as part of the rehabilitation process. Orthopedic elective procedures enable patients to learn the correct use of crutches in a controlled preoperative setting. Digital assistance systems can safely circumvent a shortage of skilled staff and any contact restrictions that may be necessary. OBJECTIVE: The usability of a newly developed gait training assistant (GTA) for the use of crutches will be evaluated. An intervention group trained to use crutches by the digital trainer will be compared with a control group trained to use crutches conventionally by a physiotherapist. METHODS: As part of the development and implementation of a novel GTA, 14 patients learned to walk with crutches by completing specific exercises while receiving live feedback. Their movements were detected by a depth sensor and evaluated in real time. Specific parameters (step length, synchronous movement, crutch angle, and crutch distance to the feet) were compared with a control group (n=14) trained to use crutches by physiotherapists. The intervention group was also assessed by a physiotherapist. At the end of the study, the patients completed questionnaires to evaluate the usability of the system (Brooke's System Usability Scale score) and patient satisfaction. RESULTS: All patients trained by the novel GTA were able to use crutches correctly. The intervention group showed significantly better values for crutch angle (mean -6.3°, SD 3.5° vs mean -12.4°, SD 4.5°; P<.001) and crutch position (mean 3.3, SD 5.1 cm vs mean -8.5, SD 4.9 cm; P=.02). Both groups reported that they felt confident in the use of crutches, were able to follow the instructions, and enjoyed the training. Even though the majority (12/14, 86%) preferred physical therapy over a purely digital approach, most participants enjoyed using the system (13/14, 93%) and were interested in trying out other digital assistants (11/14, 79%). The usability of the GTA was rated above average by the majority (9/14, 64%) of the patients. CONCLUSIONS: The newly designed GTA is a safe method of teaching the use of crutches and is statistically superior to training by a physiotherapist. Even if patients prefer interaction with a physiotherapist over a purely digital approach, digital devices provide a safe and motivating opportunity to learn the essential locomotor skills for rehabilitation.
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Muletas , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Marcha/fisiologia , Idoso , Adulto , Terapia por Exercício/métodos , Terapia por Exercício/instrumentaçãoRESUMO
Background: Distraction therapy use such as virtual reality is novel in the pediatric orthopedic field. In this study, we use subjective and objective metrics to evaluate virtual reality efficacy to reduce anxiety and pain in a pediatric orthopedic cohort. Methods: A prospective randomized controlled trial included patients between age 5 and 17 years, presenting to a tertiary care pediatric orthopedic clinic. Parallel groups underwent orthopedic procedures in clinic, utilizing immersive and interactive virtual reality distraction therapies versus standard of care. Procedures included cast application, cast removal, bone pin removal, and fracture reduction. All preprocedure parameters were similar between the groups. Primary outcome was the difference between maximum procedural heart rate and baseline. Secondary outcomes included Wong Baker FACES Rating Scale (Wong & Baker, 1988, Oklahoma, USA) for pain and Visual Analog Scale scores for anxiety. Results: Ninety-five patients (66 M, 29 F) underwent 59 cast removals, 26 cast applications, 7 percutaneous pin removals, and 3 fracture reductions. Average patient age in the virtual reality and control cohorts was 10.1 (5-17) and 10.6 (5-17), respectively. Average change in maximum heart rate in the virtual reality and control groups was 10.6 ± 10.1 versus 18.4 ± 11.0 (p = 0.00048). The virtual reality group demonstrated trends toward lower perceived anxiety (1.7 ± 2.8 versus 2.9 ± 3.6, p = 0.0666) when compared to controls. Conclusions: This level 1 study is the first to utilize objective biometric measurements to evaluate use of interactive virtual reality during multiple types of pediatric orthopedic procedures in the clinical setting. The findings suggest that an interactive and immersive virtual reality experience can be effective in reducing pain and anxiety. Level of evidence: Level 1, Randomized Controlled Trial.
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Intimate partner violence is an overlooked, underestimated, and under reported cause of musculoskeletal injury. This literature review aims to provide an updated overview of the prevalence of IPV, along with the identification and screening tools available to orthopaedic surgeons for early detection and intervention. Additionally, the review discusses the importance of training in medical education for orthopaedic surgeons to effectively recognize and address IPV. Through an analysis of current research and best practices, this review highlights the need for increased awareness, education, and collaboration among healthcare professionals to effectively address IPV as a public health issue.
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STUDY DESIGN: Retrospective Cohort Study. OBJECTIVE: The aim of this study was to compare the efficacy of CT-based computer assisted navigation (CAN) to conventional pedicle screw placement for patients with Adolescent Idiopathic Scoliosis (AIS). METHODS: This retrospective cohort study drew data from the National Readmissions Database, years 2016-2019. Patients undergoing posterior fusion for AIS, either via CAN or fluoroscopic-guided procedures, were identified via ICD-10 codes. Multivariate regression was performed to compare outcomes between operative techniques. Negative binomial regression was used to asses discharge disposition, while Gamma regression was performed to assess length of stay (LOS) and total charges. Patient demographics and comorbidities, measured via the Elixhauser comorbidity index, were both controlled for in our regression analysis. RESULTS: 28,868 patients, 2095 (7.3%) undergoing a CAN procedure, were included in our analysis. Patients undergoing CAN procedures had increased surgical complications (Odds Ratio (OR) 2.23; P < 0.001), namely, blood transfusions (OR 2.47; P < 0.001). Discharge disposition and LOS were similar, as were reoperation and readmission rates; however, total charges were significantly greater in the CAN group (OR 1.37; P < 0.001). Mean charges were 191,489.42 (119,302.30) USD for conventional surgery vs 268 589.86 (105,636.78) USD for the CAN cohort. CONCLUSION: CAN in posterior fusion for AIS does not appear to decrease postoperative complications and is associated with an increased need for blood transfusions. Given the much higher total cost of care that was also seen with CAN, this study calls into question whether the use of CAN is justified in this setting.
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Aim: To assess the efficacy of a bioregenerative scaffold derived from bone marrow aspirate, cancellous bone autograft, platelet-rich plasma and autologous fibrin in treating supracondylar femur nonunions. Methods & materials: Three patients with nonunions following multiple surgical failures underwent bone stabilization and the application of a novel bioregenerative scaffold. x-rays and subjective scales were collected before surgery and at 6, 12 and 24 months post-surgery. Results: All nonunions exhibited healing with sufficient callus formation, as confirmed radiologically. After 6 months, all patients resumed full weight-bearing walking without pain. Statistical analysis showed improvements in all scales compared with pre-surgical values. Conclusion: This method presents itself as an option for treating supracondylar femur nonunions following multiple surgical failures.
What is this summary about? The objective of this case series study was to evaluate the effectiveness of a new biological autologous scaffold, comprised of stem and blood cells along with blood derivatives, in treating challenging cases of supracondylar femur nonunions.What were the results? Three participants underwent the application of this surgical method and were monitored for a period of 2 years. The therapy was well tolerated and deemed safe. Notably, all three patients experienced significant reductions in pain and improvements in functionality. Within a few months, they were able to walk with full weightbearing without pain, and clear indications of progressing toward bone union were evident by the 6 months.What do the results mean? This study demonstrates that the surgical application of autologous blood, cancellous bone and bone marrow, following the described concept and method, is an effective, safe and enduring treatment for femur nonunions. It markedly diminishes pain, enhances leg function and yields statistically significant improvements in quality of life.
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Fibrina , Fraturas não Consolidadas , Plasma Rico em Plaquetas , Humanos , Masculino , Feminino , Adulto , Fraturas não Consolidadas/terapia , Osso Esponjoso/transplante , Pessoa de Meia-Idade , Fêmur/lesões , Transplante Ósseo/métodos , Transplante de Medula Óssea/métodos , Fraturas do Fêmur/terapia , Fraturas do Fêmur/cirurgia , Autoenxertos , Transplante Autólogo/métodosRESUMO
BACKGROUND: ChatGPT is a natural language processing model developed by OpenAI, which can be iteratively updated and optimized to accommodate the changing and complex requirements of human verbal communication. OBJECTIVE: The study aimed to evaluate ChatGPT's accuracy in answering orthopedics-related multiple-choice questions (MCQs) and assess its short-term effects as a learning aid through a randomized controlled trial. In addition, long-term effects on student performance in other subjects were measured using final examination results. METHODS: We first evaluated ChatGPT's accuracy in answering MCQs pertaining to orthopedics across various question formats. Then, 129 undergraduate medical students participated in a randomized controlled study in which the ChatGPT group used ChatGPT as a learning tool, while the control group was prohibited from using artificial intelligence software to support learning. Following a 2-week intervention, the 2 groups' understanding of orthopedics was assessed by an orthopedics test, and variations in the 2 groups' performance in other disciplines were noted through a follow-up at the end of the semester. RESULTS: ChatGPT-4.0 answered 1051 orthopedics-related MCQs with a 70.60% (742/1051) accuracy rate, including 71.8% (237/330) accuracy for A1 MCQs, 73.7% (330/448) accuracy for A2 MCQs, 70.2% (92/131) accuracy for A3/4 MCQs, and 58.5% (83/142) accuracy for case analysis MCQs. As of April 7, 2023, a total of 129 individuals participated in the experiment. However, 19 individuals withdrew from the experiment at various phases; thus, as of July 1, 2023, a total of 110 individuals accomplished the trial and completed all follow-up work. After we intervened in the learning style of the students in the short term, the ChatGPT group answered more questions correctly than the control group (ChatGPT group: mean 141.20, SD 26.68; control group: mean 130.80, SD 25.56; P=.04) in the orthopedics test, particularly on A1 (ChatGPT group: mean 46.57, SD 8.52; control group: mean 42.18, SD 9.43; P=.01), A2 (ChatGPT group: mean 60.59, SD 10.58; control group: mean 56.66, SD 9.91; P=.047), and A3/4 MCQs (ChatGPT group: mean 19.57, SD 5.48; control group: mean 16.46, SD 4.58; P=.002). At the end of the semester, we found that the ChatGPT group performed better on final examinations in surgery (ChatGPT group: mean 76.54, SD 9.79; control group: mean 72.54, SD 8.11; P=.02) and obstetrics and gynecology (ChatGPT group: mean 75.98, SD 8.94; control group: mean 72.54, SD 8.66; P=.04) than the control group. CONCLUSIONS: ChatGPT answers orthopedics-related MCQs accurately, and students using it excel in both short-term and long-term assessments. Our findings strongly support ChatGPT's integration into medical education, enhancing contemporary instructional methods. TRIAL REGISTRATION: Chinese Clinical Trial Registry Chictr2300071774; https://www.chictr.org.cn/hvshowproject.html ?id=225740&v=1.0.
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Educação de Graduação em Medicina , Ortopedia , Humanos , Ortopedia/educação , Educação de Graduação em Medicina/métodos , Feminino , Masculino , Estudantes de Medicina/estatística & dados numéricos , Processamento de Linguagem Natural , Adulto Jovem , Avaliação Educacional/métodosRESUMO
BACKGROUND: Lower extremity injuries account for an enormous portion of sports medicine cases in the United States each year. Unfortunately, there are no uniform criteria for athletes to complete prior to returning to sport (RTS) following a lower extremity injury. Therefore, the purpose of this systematic review is to review current literature for joint-specific and global lower extremity testing to determine the most valid functional test that can be utilized to reduce the risk of re-injury as athletes RTS. METHODS: A systematic search of PubMed, PubMed Central, Cochrane Library, OVID, and Embase databases was conducted for studies prior to May 2024 following PRISMA guidelines. ROBINS-I Tool was utilized for the risk of bias assessment. RESULTS: Of 19,189 studies, 114 (0.6%) studies published prior to May of 2024 met inclusion criteria and were analyzed. Eighty five percent of articles discussed RTS for individuals with knee pathology. Furthermore, 82% specifically analyzed RTS following ACL reconstruction. The most common RTS test was isokinetic dynamometry testing which is seen in 73% of studies. Only 6.2% of studies analyzed RTS for individuals with hip pathology and only two studies analyzed RTS for patients with ankle injuries. CONCLUSION: Even with the enormous amount of literature that exists regarding ACL injuries and testing there is no standardized criterion for RTS clearance. The suggested test batteries from this review can serve as a framework for future research and validation for joint-specific RTS functional testing.
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The repair of large bone defects poses a significant challenge in orthopedics. Polyetheretherketone (PEEK) is a promising bone substitute, while it suffers a lack of bioactivity. Although several studies have been performed to further improve the bioactivities of PEEK by various surface modifications, PEEK offering long-term, multifaceted biofunctionalities remains still desired. In this study, we introduced metal-organic frameworks (MOFs), specifically ZIF-8 loaded with celecoxib (ZIF-8(CEL)), onto the PEEK surface through dopamine adhesion. The resulting PEEK@ZIF-8(CEL) aims to achieve long-term stable release of Zn ions and CEL for enhanced bone integration. Material characterization and biological experiments confirmed the successful integration of ZIF-8(CEL) onto PEEK and its positive biomedical effects, including creating a positive bone immunological environment and promoting bone growth. This study demonstrates the potential of PEEK@ZIF-8(CEL) as a novel repair material for large bone defects, offering a promising alternative in orthopedic applications.
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Benzofenonas , Cetonas , Polietilenoglicóis , Polímeros , Benzofenonas/química , Polímeros/química , Cetonas/química , Polietilenoglicóis/química , Animais , Camundongos , Estruturas Metalorgânicas/química , Substitutos Ósseos/química , Substitutos Ósseos/uso terapêutico , Substitutos Ósseos/farmacologia , Zinco/química , Osteogênese/efeitos dos fármacosRESUMO
Background: There is a lack of randomized controlled trials focusing on orthopedic telemedicine (TM). The objective of this research was to compare the diagnostic accuracy and pattern of TM consultations of low-risk orthopedic patients performed by general practitioners (GPs) with those of face-to-face evaluations by orthopedists at an emergency department (ED). Methods: This randomized, single-center study was conducted between October 2021 and November 2022 on patients at an ED. Inclusion criteria were age >18 years, low back pain, extremity contusion, ankle sprain, or neck pain. Eligible patients were randomized 1:1 for TM consultations by generalist physicians with subsequent face-to-face orthopedic evaluations (TM-ED group) or face-to-face evaluations by orthopedic physicians (ED group). Primary outcomes were syndromic diagnosis, physical examination, and tests ordered. Secondary analysis included a satisfaction survey. Results: A total of 99 patients were enrolled; mean age was 41 ± 10.1 years, and 62.6% were female. The most common conditions were foot contusion (28.3%), ankle sprain (27.3%), hand contusion (19.2%), low back pain (19.2%), and neck pain (6.1%). Syndromic diagnosis showed no difference between groups (p = 0.231). In the TM-ED group (n = 51), self-examination demonstrated moderate to good agreement with face-to-face evaluations in several areas. Both groups showed similar tests practices. Patient satisfaction was higher in the TM-ED group across multiple measures. Conclusion: TM consultations for low-risk orthopedic patients by GPs are not inferior to face-to-face specialist evaluations at the ED. Virtual assessments are associated with higher patient satisfaction. Clinical Trial Identifier: NCT04981002.
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The aim of this study was to develop a novel surgical technique for stifle arthrodesis in dogs using a semicircular saw for tibial and femoral ostectomies through a medial approach. Ten pelvic limbs from five canine cadavers underwent stifle arthrodesis. Prior to the surgical procedure, the limbs were radiographed to rule out musculoskeletal abnormalities. Additionally, the radiographs were used for surgical planning. For the tibial ostectomy, the center of the intercondylar eminences, the cranial limit of the tibial plateau, and the caudal cortex of the tibia were used as landmarks. In the femur, the groove of the insertion of the long digital extensor tendon and the caudal portion of the femoral cortex served as references. The most significant iatrogenic injury during the surgical procedures was the complete rupture of the long digital extensor tendon during the tibial cut in one of the stifles. Dome ostectomies facilitated interfragmentary contact, allowing for adjustment of the angulation between the fragments without the need for additional ostectomies or osteotomies. The medial approach provided a clear view of intra-articular structures without causing extensive damage to surrounding tissues. After the procedures, the limbs were radiographed to calculate angular measurements, and the final angulation (mean) of the knee joints was 134.7 ± 11°.
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Background and purpose: Surgical indications for Bernese periacetabular osteotomy (PAO) are well-established. However, the extent of postoperative functional recovery varies widely, as observed in clinical follow-ups. Thus, preoperative evaluation is crucial. This study aims to identify factors that influence functional recovery post-PAO and to develop a predictive nomogram. Patients and methods: Retrospective data were collected between December 2016 and March 2022 at The First Affiliated Hospital of Shandong First Medical University. The dataset included demographic and imaging data of patients who underwent PAO. The least absolute shrinkage and selection operator (LASSO) regression was utilized to identify influencing factors, which were further analyzed using multivariate logistic regression to construct a predictive nomogram for post-PAO functional recovery. Result: The analysis identified critical factors affecting functional recovery post-PAO, namely, the preoperative distance from the innermost surface of the femoral head to the ilioischial line, the surgical approach, preoperative acetabular depth, and the continuity of the preoperative Calve line. A nomogram was developed using these significant predictors. The model's validity was demonstrated by the receiver operating characteristic curve, with an area under the curve of 0.864. Additionally, the calibration curve confirmed the nomogram's accuracy, showing a strong correlation between observed and predicted probabilities, indicating high predictive accuracy. Conclusion: This predictive nomogram effectively identifies patients most suitable for PAO, providing valuable guidance for selecting surgical candidates and determining the appropriate surgical approach.
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The popliteal artery is a continuation of the femoral artery and is the main arterial supply to the lower leg and foot. Variation in the branching of the popliteal artery typically occurs proximal or distal to where the vessel crosses the popliteus muscle. In the case of a routine dissection of a 92-year-old female cadaver, a variation of the popliteal artery was found where the branches are a posterior tibial artery and a common tibiofibular trunk. It is important to recognize the vascular variations that exist in the popliteal fossa to prevent any unforeseen complications during surgeries or procedures to the knee or lower leg.
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Objective: This study aims to evaluate the predictive value of neutrophil-lymphocyte ratio (NLR) in determining infection after orthopedic surgery. Methods: A comprehensive search was conducted in PubMed, EBASE, CNKI, and Wanfang databases to identify relevant studies. The quality of the included studies was assessed using QUADAS-2. Data extraction was performed to calculate sensitivity, specificity, and other indicators. Bivariate mixed-effects meta-analysis was conducted using Stata software. The sources of heterogeneity were evaluated, and a summary receiver operating characteristic curve was generated. Results: A total of 16 literatures comprising 18 studies involving 3737 patients were included in this analysis. NLR demonstrated moderate sensitivity (0.77) and specificity (0.69) in diagnosing orthopedic post-operative infection, with an area under the curve of 0.80 and diagnostic odds ratio of 7.76. Significant heterogeneity was observed among the studies, primarily due to variations in surgical type, infection type, blood test timing, and NLR cutoff value. Fagan nomogram indicated that NLR could increase the positive posterior probability to 72% and decrease the negative posterior probability to 25%. The pooled effect of the likelihood ratio dot plot for diagnosis fell in the lower right quadrant. Deek funnel plot suggested no publication bias in this study. Conclusion: NLR holds certain value in diagnosing infection after orthopedic surgery and can provide additional information to assess the risk of infection. However, its predictive performance is influenced by various factors, and it cannot be used as a sole criterion for confirming the diagnosis. Prospective studies should be conducted in the future to optimize the diagnostic threshold and explore its combination with other indicators.