Global trends of Pauwels type III femoral neck fractures: bibliometric analysis and visualized study.

Background: Pauwels type III femoral neck fractures, as a serious type of femoral neck fractures, have brought about a heavy economic burden on families and society for the high disability rate. Through bibliometric research and visualized analysis, this study aimed at elucidating the global research status of Pauwels type III femoral neck fractures to date, and predicting the future research trends in this field. Methods: Publications and associated information on Pauwels type III femoral neck fractures to date were retrieved from Web of Science Core Collection, and by VoSviewer and R package "bibliometrix", bibliometric analysis and visual presentation was conducted. Results: By retrieval, a total of 98 studies were refinedly extracted, and the volume of publications in this field increased year-over-year. China ranked first in terms of total publication volume and H-Index, with its total citation records second only to the United States. The country with the highest average citation frequency was Switzerland. SHANGHAI JIAO TONG UNIVERSITY was the most productive research institution. Among the authors in this field, Li, Jiantao had published the most researches. INJURY INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED and JOURNAL OF ORTHOPAEDIC TRAUMA were the two magazines with the highest publication volume, total citation records, and H-index. According to keywords co-occurrence analysis, the research content in the past 24 years is mainly divided into four different dimensions. Finite element analysis, femoral neck system, medial buttress plate, cannulated screws, hip screw, open reduction, complications are hot topics for future research. Conclusions: According to the global trends analysis of publications production, Pauwels type III femoral neck fractures are receiving increasing attention and input from scholars. China has made the greatest scientific research contribution among countries, but its academic quality should be improved further. The modified therapeutic methods designed for addressing the complications of traditional internal fixation for Pauwels III femoral neck fractures will be the future research hotspot.

Hemiarthroplasty vs. internal fixation for nondisplaced femoral neck fracture in mainland China: a cost-effectiveness analysis.

Objective: Nondisplaced femoral neck fractures constitute a substantial portion of these injuries. The optimal treatment strategy between internal fixation (IF) and hemiarthroplasty (HA) remains debated, particularly concerning cost-effectiveness. Methods: We conducted a cost-effectiveness analysis using a Markov decision model to compare HA and IF in treating nondisplaced femoral neck fractures in elderly patients in China. The analysis was performed from a payer perspective with a 5-year time horizon. Costs were measured in 2020 USD, and effectiveness was measured in quality-adjusted life-years (QALYs). Sensitivity analyses, including one-way and probabilistic analyses, were conducted to assess the robustness of the results. The willingness-to-pay threshold for incremental cost-effectiveness ratio (ICER) was set at $11,083/QALY following the Chinese gross domestic product in 2020. Results: HA demonstrated higher cumulative QALYs (2.94) compared to IF (2.75) but at a higher total cost ($13,324 vs. $12,167), resulting in an ICER of $6,128.52/QALY. The one-way sensitivity analysis identified the costs of HA and IF as the most influential factors. Probabilistic sensitivity analysis indicated that HA was more effective in 69.3% of simulations, with an ICER below the willingness-to-pay threshold of $11,083 in 58.8% of simulations. Conclusions: HA is a cost-effective alternative to IF for treating nondisplaced femoral neck fractures in elderly patients in mainland China.

Effect of Screw Length in Volar Plating for Intra-articular Distal Radius Fractures: A Biomechanical Study.

PURPOSE: The purpose of this study was to compare the effect of varying screw lengths on load to failure and retention of the dorsal ulnar corner fragment after fixation of comminuted intra-articular distal radius fractures in a cadaveric model. METHODS: Twenty-four fresh frozen cadaveric forearms were subjected to a standardized distal radius osteotomy to mimic an intra-articular fracture pattern. Dual X-ray absorptiometry scans were performed to ensure minimal variability in bone density. All fractures were fixed with a volar locking plate and distal locking screws. Three different lengths of distal locking screws were used in each group of eight specimens to simulate the clinical decision of different distal screw lengths. The screw lengths tested were bicortical, 100% of the width of the bone but unicortical, and 75% of the width of the bone and unicortical. All specimens were preconditioned with cyclic axial loading and then axially loaded using matching acrylic resin molds to clinical failure and fragment displacement as detected by a motion analysis system. Retention or loss of the dorsal ulnar corner fragment during loading was recorded as a binary variable. RESULTS: Between the three groups, there were no statistically significant differences in precycling stiffness, postcycling stiffness, load at 2 mm displacement of the dorsal ulnar corner, or force at failure. The group with 75% length screws had a significantly higher loss of reduction of the dorsal ulnar corner (86%) compared with the other groups (0%). CONCLUSIONS: Varying screw lengths did not affect the stiffness or overall loads to failure of axially loaded specimens. However, the 75% length screws did not reliably secure the dorsal ulnar corner fragments. Although this did not significantly affect the overall load to failure of the construct, displacement of this fragment may have implications for rotation of the forearm through the distal radioulnar joint. CLINICAL RELEVANCE: Surgeons should consider the utilization of full-length unicortical locking screws to ensure adequate fixation of the dorsal ulnar corner. TYPE OF STUDY/LEVEL OF EVIDENCE: Biomechanical study V.

A Systematic Review of the Optimal Management of Pediatric Distal Radius Displacement Fractures: Open Reduction and Internal Fixation Versus Cast Placement.

Distal radius fractures are among the most common pediatric injuries, affecting thousands of children each year. These fractures often require clinical intervention to reduce displacement and ensure the proper healing of the growth plate and wrist bone. The primary objective of this comprehensive analysis is to compare the effectiveness of open reduction and internal fixation (ORIF) versus cast placement in the treatment of pediatric distal radius fractures, with the aim of identifying the optimal treatment approach. Therefore, a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was conducted on pediatric distal radius displacement fractures using extensive database searches from 2000 to 2024 for specific keywords, ensuring transparency and reproducibility. Our findings indicate that higher displacement necessitates ORIF to minimize long-term complications and ensure better functional outcomes for pediatric patients. Rare studies comparing ORIF and cast placement are analyzed, emphasizing the advantages and limitations of each approach. The document concludes that the choice between ORIF and casting depends on factors such as fracture severity, patient's age, and specific characteristics of the injury to ensure optimal outcomes in pediatric distal radius fracture management. In conclusion, our data suggests that ORIF and cast placement each have pros and cons for pediatric distal radius fractures, with the best treatment depending on fracture specifics and patient factors, but neither method is clearly superior for long-term outcomes.

Comparison of the therapeutic efficacy of hip arthroplasty and proximal femoral nail antirotation internal fixation for unstable intertrochanteric femur fractures.

OBJECTIVE: To compare the therapeutic efficacy of total hip arthroplasty (THA) versus proximal femoral nail antirotation (PFNA) internal fixation for treating unstable intertrochanteric femur fractures (UIFF). METHODS: In this retrospective study, the clinical data of 86 patients with intertrochanteric femur fractures (IFF) treated in Hangzhou Fuyang Hospital of Orthopedics of Traditional Chinese Medicine from January 2022 to December 2023 were collected and analyzed. Patients were categorized into two groups based on their treatment modality: the THA group (n=45, treated with THA) and the PFNA group (n=41, treated with PFNA internal fixation). The two groups were compared in terms of surgery-related indicators (operative time, incision length, intraoperative blood loss, postoperative drainage volume, and intraoperative fluoroscopy frequency), postoperative recovery indicators (time to first ambulation, length of stay, time until full weight-bearing ambulation), and the incidence of postoperative complications. The pain indicators (Wong-Baker Faces Pain Rating Scale) and hip joint function indicators (Harris Hip Scores) of patients in the two groups were assessed preoperatively and at 1, 3, and 6 months postoperatively. The hip joint function recovery outcomes of the two groups of patients were recorded at the last follow-up. RESULTS: The PFNA group had significantly shorter operative time, shorter incision length, lower intraoperative blood loss, lower postoperative drainage volume, and higher intraoperative fluoroscopy frequency compared to the THA group (all P < 0.05). The PFNA group also had significantly longer time to first ambulation, length of stay, and time until full weight-bearing ambulation (all P < 0.05). There was no statistically significant difference in the incidence of postoperative complications between the two groups (P > 0.05). Postoperative Wong-Baker scores in both groups decreased compared to preoperative levels. At 1 and 3 months postoperatively, the PFNA group had significantly higher Wong-Baker scores than the THA group (P < 0.05), but at 6 months postoperatively, the difference was not statistically significant (P > 0.05). Postoperative Harris scores increased in both groups compared to preoperative scores. At 1 month postoperatively, the PFNA group had significantly lower Harris scores than the THA group (P < 0.05); however, at 3 and 6 months postoperatively, the differences were not statistically significant (all P > 0.05). There was no significant difference in the rates of excellent recovery of hip joint function between the two groups at the last follow-up (P > 0.05). CONCLUSION: Both THA and PFNA internal fixation yield favorable outcomes in treating IFF with no significant difference in complications. The difference lies in the shorter operative time and lesser trauma inflicted by PFNA internal fixation, despite it involving prolonged radiation exposure and bed rest. Conversely, THA requires longer operative time and causes greater trauma but results in shorter postoperative recovery periods, allowing earlier ambulation.

Stress Avulsion Fracture of the Patellar Tendon Following Open Reduction and Internal Fixation of a Transverse Patella Fracture With Cannulated Screws.

A stress-avulsion fracture of the inferior pole of the patella is rare. We report a case of a 65-year-old woman who underwent open reduction and internal fixation for a transverse fracture of the patella using cannulated screws inserted from the inferior pole of the patella. Subsequently, the patient developed an avulsion fracture of the inferior pole of the patella due to a stress riser from the prominent screw head. The avulsion fracture was treated with open repair and augmentation using a cerclage wire, and the stress riser was eliminated by burying the screw head into the bone. The outcomes were satisfactory. Preventing implant-related stress risers during internal fixation of fractures requires diligent surgical techniques.

Posterior Cruciate Ligament Avulsion Fracture of Tibia: Fixation with Screw and Augmentation Using Ethibond Suture for Improved Clinical Outcomes.

Introduction: The posterior cruciate ligament (PCL) is a vital structure in knee biomechanics, and its avulsion fractures present a unique challenge. This prospective cohort study was conducted at Grant Government Medical College and JJ Hospital, Mumbai, aimed to assess the clinical outcomes of open reduction and internal fixation (ORIF) utilizing cancellous screws and ethibond suture augmentation for PCL avulsion fractures. PCL avulsion fractures often result from traumatic incidents, such as road traffic accidents, and are associated with complications if left untreated. Materials and Methods: Patients aged 20-45 years with isolated PCL avulsion fractures, confirmed by clinical and radiological assessments, were included. Seven eligible patients underwent ORIF, and outcomes were evaluated through clinical assessments, radiological imaging, and the Lysholm knee scoring system. Follow-ups were conducted for a mean time of 13.2 months, assessing stability, range of motion, and complications. Results: The study demonstrated a mean post-operative Lysholm score of 93.8, significantly improved from the pre-operative score of 49.6. Post-operative knee flexion averaged 125.2°. Fracture healing was observed in all cases, and complications were minimal. The study provides evidence of the effectiveness of ORIF with ethibond suture augmentation for PCL avulsion fractures. Conclusion: The study concludes that the proposed surgical technique yields positive outcomes, including enhanced knee functionality, successful fracture healing, and minimal complications. This approach, combining cancellous screws and ethibond suture augmentation, presents a promising option for the management of PCL avulsion fractures, contributing to the diverse landscape of effective treatment modalities.

Long-term outcome of robotic-guided closed reduction internal fixation for Delbet II femoral neck fractures in children.

OBJECTIVE: To retrospectively analyze and assess the long-term effectiveness of robotic navigation and traditional closed reduction internal fixation in the treatment of Delbet type II femoral neck fracture in children. METHODS: A total of fifty-five patients diagnosed with pediatric Delbet type II femoral neck fracture, who were admitted to Foshan Hospital of Traditional Chinese Medicine between January 2018 and June 2022, were included in this study. Among them, 22 cases of nailing under robotic navigation were set as the observation group, and 33 cases of nailing under fluoroscopy of the C-arm machine were set as the control group. All patients had their femoral neck fractures closed and repositioned first. After confirming the satisfactory fracture repositioning under the fluoroscopic view of the C-arm machine, internal fixation was performed by inserting hollow compression screws in the corresponding surgical way.A comparative analysis was conducted between the two groups to assess the disparity in the amount of X-ray exposure during surgery, the number of guide pins inserted, and the duration of the surgical procedure. The quality of comparative fracture reduction was assessed according to the Haidukewych criteria on the first postoperative hip X-ray, and the parallelism and distribution of the comparative screws were measured. The incidence of hip function and postoperative complications according to the Ratliff criteria were evaluated between each of the subgroups at the final follow-up. RESULTS: Comparison of general information, operation duration, and quality of fracture reduction between the two groups failed to reveal statistically significant results (P > 0.05). The observation group had a lower number of X-ray exposures and guide pin placements compared to the control group, and this difference was statistically significant (P < 0.05).At the last follow-up, the observation group exhibited superior screw parallelism and distribution, as well as hip joint function, compared to the control group, and this difference was statistically significant (P < 0.05). The incidence of complications in the observation group was lower than that in the control group; however, the difference was not statistically significant (P > 0.05). CONCLUSION: Closed reduction and internal fixation under orthopedic robot navigation can achieve better long-term efficacy in treating Delbet type II femoral neck fracture in children.

Study on the efficacy of 3D printing technology combined with customized plates for the treatment of complex tibial plateau fractures.

BACKGROUND: Anatomical reduction and stable fixation of complex tibial plateau fractures remain challenging in clinical practice. This study examines the efficacy of using 3D printing technology combined with customized plates for treating these fractures. METHODS: We retrospectively analyzed 22 patients treated with 3D printing and customized plates at the Orthopedic Department of the Central Hospital affiliated with Shenyang Medical College from September 2020 to January 2023. These patients were matched with 22 patients treated with traditional plates with similar baseline characteristics. Patients were divided into an experimental group (3D-printed models and customized plates) and a control group (traditional plates). The control group underwent traditional surgical methods, while the experimental group had a preoperative 3D model and customized plates for surgical planning. We compared baseline characteristics and recorded various indicators, including preoperative preparation time, surgical time, intraoperative blood loss, number of intraoperative fluoroscopies, hospital stay duration, fracture healing time, complications, knee joint range of motion (ROM), Rasmussen anatomical and functional scores, and HSS scores. RESULTS: All surgeries were successful with effective follow-up. The experimental group had shorter surgical time, less intraoperative blood loss, and fewer intraoperative fluoroscopies (P < 0.05). At 6 months and 1 year postoperatively, the experimental group had better knee joint HSS scores than the control group. Preoperative preparation time and total hospital stay were shorter in the control group (P < 0.05). There were no significant differences in fracture healing time and follow-up duration between groups. The experimental group showed better knee joint flexion angles (P < 0.05). Rasmussen scores showed no statistical difference between groups (P > 0.05). The incidence of complications was slightly lower in the experimental group but not significantly different. CONCLUSION: 3D printing technology combined with customized plates for complex tibial plateau fractures enables precise articular surface reduction, significantly shortens surgical time, and reduces intraoperative blood loss. This method improves knee joint function, offering a more effective treatment option.

Long-term surgical outcomes of open reduction and internal fixation (ORIF) in patients with Hoffa-like tibial plateau fractures: a clinical study and analysis.

PURPOSE: The Hoffa-like tibial plateau fracture is a rare intra-articular fracture and few studies have investigated its curative effect after treatment. We aimed to focus on patients with Hoffa-like tibial plateau fractures based on a large sample population and to evaluate their long-term surgical outcomes treated with open reduction and internal fixation (ORIF). METHOD: Between August 2017 and September 2020, a period in which 3256 tibial plateau fractures were treated in five trauma centres. Among them, patients with Hoffa-like tibial plateau fractures who treated with ORIF were retrospectively reviewed. Baseline characteristics, operative information, imaging findings, functional scores and any complications were accurately recorded. Each patient was followed for at least three years. RESULTS: Hoffa-like tibial plateau fractures account for approximately 0.9% (29/3256) of all tibial plateau fractures, including 19 males and ten females with a mean age of 45.8 years. After surgery, all patients obtained anatomical reduction of the fractures and none experienced reduction loss. The final Hospital for Special Surgery score (HSS) was improved compared to one year postoperatively (92.76 ± 3.52 versus 89.03 ± 3.81, P < 0.01). No significant differences (P > 0.05) were found in VAS pain score, Rasmussen score, tibial plateau angle (TPA), and posterior slope angle (PSA) between one year and final follow-up. No serious postoperative complications occurred during the treatment and follow-up. CONCLUSION: Long-term follow-up results showed that patients with Hoffa-like tibial plateau fractures can achieve stable fracture fixation, low postoperative complications, excellent radiographic findings and good functional recovery with ORIF.

Successful Management of an Acetabular Fracture Associated With Comorbidities in an 80-Year-Old Patient: A Case Report.

Pelvic fractures, particularly acetabular fractures, pose major problems for individuals with advanced age due to comorbidities and poor bone quality. Road traffic accidents (RTAs) are a leading cause of high-energy injuries. This case report describes the treatment of an 80-year-old patient with hypertension, pulmonary fibrosis, and morbid obesity who suffered an acetabular fracture after an RTA. An 80-year-old patient was received in the emergency room 10 days after the RTA. X-rays and CT scans indicated an anterior column with a posterior hemi-transverse fracture, and the quadrilateral plate was completely displaced. A CT angiography revealed deep vein thrombosis (DVT) in the lower limb, prompting the start of anticoagulant medication and the insertion of an inferior vena cava (IVC) filter. The modified Stoppa technique was used to definitively fix the acetabular fracture. The corona mortis was found and safeguarded throughout the surgery. Following surgery, the patient avoided weight-bearing activities for one month before beginning non-weight-bearing mobilization and physical therapy. At the first clinic visit following discharge, the patient reported total pain relief and successful mobilization with a wheelchair. The treatment of acetabular fractures in older patients with comorbidities necessitates a specialized, multidisciplinary approach. This case indicates that, despite major hurdles, successful outcomes can be achieved through appropriate surgical and postoperative techniques. Future research should focus on refining these methods to enhance the prognosis in this patient population.

Lag screw versus locking plate fixation for traumatic displaced medial malleolar fractures: a systematic review and meta-analysis.

BACKGROUND: Lag screw fixation (LSF) or locking plate fixation (LPF) are both recommended for the treatment of medial malleolar fractures (MMFs). However, no standard has been established for attaining optimal surgical treatment or functional recovery. We hypothesized that LPF for MMFs would result in superior outcomes compared to LSF. To test this hypothesis, we conducted a systematic review and meta-analysis of the clinical outcomes of LSF and LPF in the treatment of MMF. PATIENTS AND METHODS: We searched for studies published prior to November 2023 across the PubMed, Embase, Cochrane Library, and ClinicalTrials.gov databases. Standardization of individual effect sizes was conducted; subsequently, pooled effect sizes were derived by employing random-effects models. RESULTS: Five retrospective studies involving 394 patients were reviewed. American Orthopedic Foot and Ankle Society (AOFAS) scores were significantly higher among patients who received LPF (mean difference [MD]: 2.21; 95% confidence interval [CI]: 0.37-4.04; p = 0.02) than among those who received LSF. Pain scores were significantly lower among patients who received LPF (MD: -0.35; 95% CI: -0.64 to -0.05; p = 0.02) than among those who received LSF. No significant differences in delayed union was observed between the groups (Relative risk [RR]: 1.43; 95% CI, 0.37-4.04; p = 0.42). Fixation failure was slightly higher in patients who received LSF than in those who received LPF (RR: 3.11; 95% CI, 0.88-11.01; p = 0.08). DISCUSSION: Compared with LSF, LPF yields superior functional outcomes, superior patient comfort, and comparative complication rates. LPF is also better able to prevent rotation and apply compressive forces across fracture sites, which can facilitate the management of different types of MMF. Additional randomized controlled trials with larger sample sizes are warranted. LEVEL OF EVIDENCE: III.

Treatment of distal third tibial fractures with anterior soft tissue compromise through the posterolateral approach: Distal Third Tibial Fractures via the Posterolateral Approach.

Distal third tibial fractures associated with anterior soft tissue compromise are a predictor of more complications and poor prognosis. The study aimed to introduce the treatment of such fractures through the posterolateral approach. From March 2020 and January 2022, 32 patients with distal third tibial fractures were plated through the posterolateral approach due to concurrent closed anterior soft tissue compromise. There were 30 male and 2 female patients with the mean age of 33 years (range, 20-53 years). The reduction quality of diaphyseal fractures was good (n=30) and acceptable (n=2). The reduction quality of articular fragments was anatomic (n=21), good (n=6), and fair (n=1). All anterior soft tissue injuries healed without surgical intervention. Follow-ups lasted 28 months (range, 25-34 months). The mean dorsiflexion of the injured and uninjured ankles were 17.8°±5.4° and 24.5°±6.6°, respectively (P<0.05). The mean plantar flexion of the ankles were 42°±8.8° and 46°±12.9°, respectively (P>0.05). The mean inversion of the injured and uninjured ankles were 15°±13.3° and 19°±12.4°, respectively (P<0.05). The mean eversion of the injured and uninjured ankles were 27.8°±16.9° and 32.9°±14.3°, respectively (P>0.05). The mean American Orthopaedic Foot and Ankle score was 90 (range, 68-100). Distal third tibial fractures with anterior soft tissue compromise can be plated through the posterolateral approach, resulting in good functional outcomes and minimum complications. LEVEL OF EVIDENCE: Therapeutic study, Level IV.

Comprehensive analysis of risk factors for postoperative wound infection following open reduction and internal fixation of Rib fractures.

BACKGROUND: Postoperative wound infections (PWIs) significantly impact patient outcomes following open reduction and internal fixation (ORIF) of rib fractures. Identifying and understanding risk factors associated with these infections are crucial for improving surgical outcomes and patient care. METHODS: This retrospective study, conducted from January 2020 to October 2023 at our institution, aimed to analyze the risk factors for PWIs in patients undergoing ORIF for rib fractures. A total of 150 patients were included, with 50 in the infected group and 100 in the non-infected control group, matched for demographic and clinical characteristics. Data on variables such as intraoperative blood loss, hospital stay duration, body mass index (BMI), operation time, presence of anemia, drainage time, diabetes mellitus status, smoking habits, and age were collected. Statistical analysis involved univariate and multivariate logistic regression using SPSS software (Version 27.0), with p-values < 0.05 considered statistically significant. RESULTS: Univariate analysis revealed no significant association between intraoperative blood loss or hospital stay duration and PWIs. However, operation time ≥ 5 h, anemia, drainage time ≥ 7 days, diabetes mellitus, smoking, and age ≥ 60 years were significantly associated with higher PWI rates. Multivariate logistic regression confirmed these factors as independent predictors of PWIs, with operation time and diabetes mellitus showing particularly strong associations. CONCLUSIONS: Prolonged operation time, anemia, extended drainage, diabetes mellitus, smoking, and advanced age significantly increase the risk of PWIs following ORIF for rib fractures. Early identification and targeted management of these risk factors are essential to reduce the incidence of infections and improve postoperative outcomes.

Assessing the Impact of Nicotine Dependence on 90-Day Major Complications and 2-Year Hardware Outcomes in Open Reduction and Internal Fixation of the Distal Radius Fracture.

BACKGROUND: This study aims to assess the impact of nicotine dependence on both 90-day major postoperative outcomes and 2-year implant-related outcomes in patients undergoing open reduction internal fixation (ORIF) for distal radius fractures. METHODS: We queried TriNetX, a national research database that provides real-time access to deidentified medical records, for patients of all ages who underwent an ORIF of the distal radius (Current Procedural Technology codes 25607, 25608, 25609) between 2001 and 2021. Patients were categorized by nicotine dependence history (International Classification of Diseases, Tenth Revision code: F17), with groups 1:1 propensity matched for age, sex, race, ethnicity, body mass index, type 2 diabetes, hypertension, cerebrovascular disease, and chronic obstructive pulmonary disease. The primary analysis examined major postoperative complications within 90 days, while the secondary analysis assessed hardware-related issues within 2 years. Risk ratios and 95% confidence intervals were generated for each outcome. RESULTS: Of 62 137 patients treated with distal radius ORIF, 7764 had nicotine dependence, and 54 373 did not. Each group comprised 7591 patients after 1:1 matching. Nicotine dependence was associated with increased risk of skin infections, sepsis, and wound disruption in the 90-day postoperative period (P < .001). Within the 2-year postoperative period, nicotine dependence was associated with increased risk of mechanical complication of internal fixation device (P < .001), nonunion (P < .01), and surgical intervention for nonunion (P = .009). CONCLUSIONS: Nicotine dependence is associated with increased risk of infection, sepsis, wound disruption within 90 days, and hardware complication, nonunion, and nonunion repair at 2 years. These data emphasize the importance of nicotine counseling by treating surgeons.

Identifying clinically meaningful subgroups following open reduction and internal fixation for proximal humerus fractures: a risk stratification analysis for mortality and 30-day complications using machine learning.

Background: Identification of prognostic variables for poor outcomes following open reduction internal fixation (ORIF) of displaced proximal humerus fractures have been limited to singular, linear factors and subjective clinical intuition. Machine learning (ML) has the capability to objectively segregate patients based on various outcome metrics and reports the connectivity of variables resulting in the optimal outcome. Therefore, the purpose of this study was to (1) use unsupervised ML to stratify patients to high-risk and low-risk clusters based on postoperative events, (2) compare the ML clusters to the American Society of Anesthesiologists (ASA) classification for assessment of risk, and (3) determine the variables that were associated with high-risk patients after proximal humerus ORIF. Methods: The American College of Surgeons-National Surgical Quality Improvement Program database was retrospectively queried for patients undergoing ORIF for proximal humerus fractures between 2005 and 2018. Four unsupervised ML clustering algorithms were evaluated to partition subjects into "high-risk" and "low-risk" subgroups based on combinations of observed outcomes. Demographic, clinical, and treatment variables were compared between these groups using descriptive statistics. A supervised ML algorithm was generated to identify patients who were likely to be "high risk" and were compared to ASA classification. A game-theory-based explanation algorithm was used to illustrate predictors of "high-risk" status. Results: Overall, 4670 patients were included, of which 202 were partitioned into the "high-risk" cluster, while the remaining (4468 patients) were partitioned into the "low-risk" cluster. Patients in the "high-risk" cluster demonstrated significantly increased rates of the following complications: 30-day mortality, 30-day readmission rates, 30-day reoperation rates, nonroutine discharge rates, length of stay, and rates of all surgical and medical complications assessed with the exception of urinary tract infection (P < .001). The best performing supervised machine learning algorithm for preoperatively identifying "high-risk" patients was the extreme-gradient boost (XGBoost), which achieved an area under the receiver operating characteristics curve of 76.8%, while ASA classification had an area under the receiver operating characteristics curve of 61.7%. Shapley values identified the following predictors of "high-risk" status: greater body mass index, increasing age, ASA class 3, increased operative time, male gender, diabetes, and smoking history. Conclusion: Unsupervised ML identified that "high-risk" patients have a higher risk of complications (8.9%) than "low-risk" groups (0.4%) with respect to 30-day complication rate. A supervised ML model selected greater body mass index, increasing age, ASA class 3, increased operative time, male gender, diabetes, and smoking history to effectively predict "high-risk" patients.

Finite element analysis of three internal fixations for the posteromedial split fracture fragment in tibial plateau fractures.

Posteromedial tibial plateau fracture is one of the most challenging traumatic fractures. We aimed to compare and explain the biomechanical advantages and disadvantages of different internal fixation methods for the treatment of the posteromedial split fracture fragment in tibial plateau fractures. Finite element models of the tibial plateau fracture were constructed. Three different internal fixations were developed to treat the posteromedial split fracture fragment in tibial plateau fractures finite element models: (a) the novel anatomic locking plate fixation model, (b) the common anatomic locking plate fixation model, and (c) the reconstruction plate fixation model. We applied the same loading conditions to each model: 320 N axial compression. Under the same condition, the von Mises stress (VMS) and displacement distribution of the three internal fixations and tibia plateau were studied. The stress values of the novel anatomic locking plate are lower than the common anatomic locking plate and the reconstruction plate. Additionally, the novel anatomic locking plate fixation system exhibits smaller maximum displacement. In conclusion, our study indicated that the novel anatomic locking plate resulted in a lower stress distribution in the plate and screws, and better stability than the common anatomic locking plate and the reconstruction plate for the posteromedial split fracture fragment in tibial plateau fractures fixation under the same loading conditions. Thus, for the posteromedial split fracture fragment in tibial plateau fractures, the use of the novel anatomic locking plate internal fixation is recommended.

Assessing functional and radiological outcomes: open reduction and internal fixation vs. minimally invasive plate osteosynthesis for humerus shaft fractures - a prospective comparative study.

PURPOSE: To analyse and compare the functional and radiological outcome of different methods of surgical management of humerus shaft fractures in 30 patients treated by conventional open reduction and internal fixation (ORIF) or minimally invasive plate osteosynthesis (MIPO). METHODS: This prospective interventional study was conducted among 30 patients by dividing into two equal groups over one year and six months. All patients were followed up for a minimum of at least six months. Radiological outcome was assessed using fracture union in serial radiographs and functional outcome was measured using DASH scoring. RESULTS: The majority of patients (26.7%) were between 18 to 30 years, overall mean age was 44.4 years, most of the patients (50%) had 12A3 AO type fractures, and 73.3% of patients had injuries following two-wheeler road traffic accidents. On comparing multiple factors, we found a statistically significant reduction of intra-operative blood loss in MIPO compared to ORIF. Though time taken for fracture union, functional outcome and complication rate were better in MIPO when compared to ORIF, these differences were not statistically significant. two patients in the MIPO group and one patient in the ORIF group had a peri-implant fracture following slip and fall again within the study period and underwent Revision plating. Excluding cases of peri-implant fractures, out of 13 patients in the MIPO group, only one patient developed fracture non-union. Of 14 patients in the ORIF group, three developed fracture non-union. CONCLUSION: MIPO is a safe, reproducible, efficient and good if not a better alternative to ORIF as it offers good radiological and functional outcomes with advantages of minimal soft tissue damage, minimal blood loss, better cosmesis, no incidence of radial nerve palsy and with few concerns such as the need for fluoroscopy, and a learning curve.

Open plate fixation in displaced pediatric proximal humerus fractures is safe and leads to very good functional outcomes.

INTRODUCTION: In displaced pediatric proximal humerus fractures (PHF), surgical treatment ranges from closed to open procedures. Soft tissue interposition can impede closed reduction, making open techniques necessary. While K-wire fixation and elastic stable intramedullary nailing (ESIN) lead to good results, plate fixation could be an alternative in patients with limited growth potential and highly unstable or insufficiently retained fractures. Only few studies with low sample sizes have assessed plate fixation, yet. In this study, the outcome of pediatric PHFs treated with plate fixation was evaluated. MATERIALS AND METHODS: We present a retrospective case series of 18 patients with open growth plates and unilateral, displaced PHFs, treated with plate fixation. The mean age at trauma was 12.1 years (± 2.4), the mean follow-up was 6.52 years (± 4.37). A mean fracture angulation of 32.3° (± 10.89°) was seen. Postoperative assessments included range of motion, clinical scores [Simple Shoulder Test (SST), Subjective Shoulder Value (SSV), American Shoulder and Elbow Surgeons (ASES) Shoulder Score, Pediatric/Adolescent Shoulder Score (PASS), Disabilities of Arm, Shoulder and Hand (DASH) Score], radiological parameters and subjective satisfaction. RESULTS: All patients showed excellent results in SST (99.4% ± 0.02), SSV (98.3% ± 0.04), ASES-score (100% ± 0) and PASS (0.99 ± 0.01). In the DASH-score, 17 patients had excellent results, one patient showed a good outcome. Fracture healing occurred in all patients without complications. Eight patients complained about bothering scars. Age, gender and fracture morphology did not affect the outcome. Revision surgery after secondary fracture dislocation did not show a worsened outcome compared to primary plate fixation. Physeal growth plate bridging implants did not worsen the outcome. The timing of implant removal within the first 6 months postoperatively did not affect long-term function. CONCLUSION: Plate fixation is a safe option in pediatric patients with limited growth potential and highly displaced PHFs. Plate fixation led to a good to excellent functional outcome, regardless of fracture morphology and implant positioning. A higher invasiveness and the need for implant removal must be considered.