Description Of Levels Research Articles

Outcomes Following Transtibial Amputation with and without a Tibiofibular Synostosis Procedure

Background: This study compared outcomes at 18 months between patients who underwent transtibial amputation with and without a tibiofibular synostosis procedure. We hypothesized that complication rates would be lower in patients who did not receive a synostosis procedure compared with those who did receive a synostosis procedure, but the synostosis group would report better function. Methods: This multicenter randomized clinical trial (RCT) included patients aged 18 to 60 years who were treated without (n = 52) or with synostosis (n = 54) during transtibial amputation. Patients who refused randomization were enrolled in an observational (OBS) study (n = 93; 31 synostosis, 62 non-synostosis). There were 2 primary outcomes: operative treatment for a complication within 18 months of amputation and Short Musculoskeletal Function Assessment (SMFA) scores. The primary analyses were based on the RCT participants, and the secondary analyses were based on the treatment received by the combined RCT + OBS participants. Results: In the primary RCT analysis, the probability of ≥1 operatively treated complication was higher for the synostosis group (42%; 95% confidence interval [CI]: 29.8% to 56.2%) than the non-synostosis group (24%; 95% CI: 14.2% to 37.9%), with an absolute risk difference of 18% (95% CI: 0.31% to 36%). There were no appreciable differences in mean SMFA scores. In the secondary combined analysis, the probability of an operatively treatment complication was larger in patients who did versus did not receive a synostosis procedure (absolute risk difference: 26.1%; 95% CI: 12.0% to 40.3%). Differences in SMFA scores favored synostosis, although there were no differences in pain, prosthetic use, and satisfaction. Conclusions: The results of the primary RCT analysis supported our hypothesis of fewer complications in patients who do not undergo a synostosis procedure compared with those who undergo a synostosis procedure, but we found insufficient evidence to conclude that those in the synostosis group have better function. The trial did not reach target enrollment. The secondary combined analysis supported the primary analysis in terms of complications. In the secondary analysis, while pain, prosthetic use, and satisfaction remained similar, the SMFA scores were better for the patients who received a synostosis procedure, although the differences are of uncertain clinical importance. Level of Evidence: Therapeutic Level I. See Instructions for Authors for a complete description of levels of evidence.

Timing of radiographic healing for distal femur fractures treated with intramedullary nails.

This study aimed to profile modified Radiographic Union Scale for Tibia (mRUST) scores over time in distal femur fractures treated with intramedullary nails and identify predictors of radiographic union timing and delayed progression. Design: Multicenter retrospective cohort study. Ten Level I Trauma Centers. The inclusion criteria were patients with distal femur fractures (OTA/AO 33A and 33C) treated with intramedullary nails, with a minimum follow-up of one year or until radiographic union or reoperation. The exclusion criteria were fractures treated with combination nail-plate constructs, pathologic fractures, and patients under 18 years old.Outcome Measures and Comparisons: The primary outcome was the mRUST score at 3, 6, and 12 months post-operatively. Receiver operating characteristic (ROC) curve analysis identified the optimal 3-month mRUST score predicting reoperation. Multivariable models were used to identify predictors of radiographic union timing and delayed progression. The study included 155 fractures in 152 patients, with a mean patient age of 51 and a mean follow-up of 17 months. A 3-month mRUST score of ≤8 predicted reoperation with a PPV of 25%, and a NPV of 99%. The timing of radiographic union was associated with tobacco use (1.2 months later; p = 0.04), open fracture (1.4 months later; p = 0.04), and the use of topical antibiotics (2.1 months longer; 95% CI: 0.33 - 3.84; p = 0.02), however topical antibiotics was at high risk of being confounded by injury severity. Delayed progression to fracture healing, wherein the most rapid radiographic healing occurs more than 3 months post-operatively, was predicted by chronic kidney disease (p < 0.01). A 3-month mRUST score >8 suggests a very high likelihood of avoiding reoperation for nonunion.Tobacco use and open fractures were associated with a longer time to radiographic union. Chronic kidney disease is associated with a delayed radiographic progression, suggesting a need for adjusted expectations and management strategies in these patients. Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Radiographic Accuracy of Identifying Anterolateral Tibial Plafond Involvement in Pronation Abduction Ankle Fractures.

To evaluate the incidence of anterolateral tibial plafond involvement in pronation-abduction (PAB) ankle fractures and analyze the accuracy of radiographs in detecting anterolateral tibial plafond involvement, impaction, and predicting the need for direct visualization and an articular reduction. Design: A multi-institutional retrospective chart review. Five level 1 trauma centers in the United States. Adult patients with PAB ankle fractures (OTA/AO 44B2.3, 44C2.2, 44C2.3) from 2020-2022 were reviewed by 7 fellowship-trained orthopedic trauma surgeons. They were queried about the presence of anterolateral tibial plafond involvement and impaction, and whether they would need direct visualization and an articular reduction using both radiographs and CT. The presence of anterolateral tibial plafond impaction was tabulated separately using radiographs and CT scans. The accuracy of radiographs and changes in surgical plan after CT review were calculated using CT as the gold standard. 61 fractures in 61 patients were evaluated with CT and/or plain radiographs. Using plain radiographs, anterolateral tibial plafond involvement and impaction were identified in 61% and 36% of cases, respectively. In the 38 fractures with both plain radiographs and CT scans, anterolateral tibial plafond involvement was identified in 66% of radiographs and 74% of CT scans (p = 0.4). Plafond impaction was identified in 42% of plain radiographs and 37% of CT scans (p = 0.62). There was no difference in the rate of involvement between radiographs and CT scan. The diagnosis of anterolateral tibial plafond impaction using plain radiographs was correct in 74% of fractures when compared to CT imaging, resulting in a sensitivity of 71%, a specificity of 75%, a positive predictive value (PPV) of 62%, and a negative predictive value (NPV) of 82%. Plain radiographs correctly predicted the need for direct visualization and an articular reduction in 74% of cases and had a PPV of 59% and a NPV of 86%. Anterolateral tibial plafond involvement and impaction was present on CT in 74% and 37% of pronation-abduction (PAB) ankle fractures, respectively. Plain radiographs had higher NPV for identifying impaction and the need for articular reduction than they did sensitivity, specificity or PPV. CT is an important tool for preoperative planning that should be considered when planning for operative fixation of PAB ankle fractures. Prognostic level III. See Instructions for Authors for a complete description of levels of evidence.

Closed Reduction Followed by Percutaneous Fixation of Acute Femoral Neck Fractures in Young Adults: A Retrospective Cohort Study

OBJECTIVES: To evaluate the surgical outcomes of femoral neck fractures (FNF) in young adults treated with a closed reduction technique because it pertains to reduction quality, rates of union, and risk factors for complication. METHODS: Design: Retrospective cohort study with radiograph and electronic medical record review. Setting: Level 1 Swiss Trauma Center. Patient Selection Criteria: Between 2012 and 2021, young adults with isolated FNF (AO/OTA 31-B1) treated with percutaneous internal fixation were selected. Exclusion criteria were open reduction technique, age older than 65 years or younger than 16 years, pathologic fractures, and associated femoral head or shaft fractures. Outcome Measures and Comparisons: Primary outcome was quality of reduction, as assessed by 3 experienced trauma surgeons' evaluation of intraoperative and/or first postoperative radiographs using the overall impression, the Garden alignment index, and Lowell criteria. In addition, clinical outcomes, conversion to arthroplasty, and complications after closed reduction and fixation of femoral neck fractures were reviewed. RESULTS: A total of 54 patients with a median interquartile range age of 57.5 (48–60) years were included. Among them, 22 (41%) were women and 32 (59%) were men. The closed reduction technique demonstrated satisfactory reduction results in up to 87% of cases. Major complications occurred in 19%, with 17% requiring conversion to total hip arthroplasty. Unacceptable or borderline acceptable reduction quality correlated significantly with the need for later conversion (P = 0.03). CONCLUSIONS: The study supported the use of the closed reduction technique for acute FNF in patients younger than 65 years, achieving satisfactory reduction results in up to 87% of cases with comparable complication rates to treatment of young femoral neck fractures with open reduction. Furthermore, it underscored the significance of the surgeon's overall impression of reduction quality, alongside the established reduction criteria, the Garden alignment index, and Lowell criteria, in evaluating the quality of the reduction. In addition, risk of conversion to total hip arthroplasty was associated with worse closed reduction quality. LEVEL OF EVIDENCE: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

Using an Intraoperative Stress Exam to Direct Treatment in Posterior Femoral Head Fracture-Dislocations.

To examine the results of a treatment algorithm incorporating an EUA performed intraoperatively after fixation of the femoral head through a Smith Petersen approach to determine need for posterior wall or capsule repair. Design: Retrospective review. Two Level 1 trauma centers. All acute, traumatic femoral head fractures from posterior hip dislocations treated at participating centers over a 5-year period from 2017-2022. Injuries were classified according to the Pipkin system. The primary outcome was the result of intraoperative EUA performed after femoral head fixation to determine the need for Kocher-Langenbeck exposure for posterior wall and/or capsule fixation. The secondary outcomes included rates of avascular necrosis, heterotopic bone formation, late instability, and conversion to total hip arthroplasty. Studied were 63 males and 22 females with mean age 32.5 (range 18-71). 79 of 85 (92.9%) patients had a stable EUA after fixation of the femoral head through a Smith-Petersen approach. Six (6/85, 7.1%) underwent an additional Kocher-Langenbeck approach for posterior wall or capsule fixation. This included 1 Pipkin I, 1 Pipkin II, and 4 Pipkin IV injuries. Of the Pipkin IV injuries, 51/55 (92.7%) had stable EUA and did not require fixation of their posterior wall. This included 7 patients with wall involvement >20%. Five patients were excluded because of planned fixation of their posterior wall based on preoperative imaging. Of patients with at least 6 months follow up, 16 of 65 (26.4%) developed radiographic evidence of AVN and 21 of 65 (32.3%) evidence of heterotopic bone formation. Seven out of 65 (10.8%) were converted to total hip arthroplasty over the study period. When comparing patients with a single exposure with those with additional KL exposure, they did not vary in their rate of AVN (27.1% vs. 0.0%, P=0.3228), HO formation (30.5% vs. 50.0%, P=0.3788), or conversion to total hip arthroplasty (10.2% vs. 16.7%, P=0.510). This study found residual posterior hip instability after femoral head fixation in patients with and without posterior wall fractures after posterior dislocations. The results of this study support use of an EUA after femoral head fixation to identify residual posterior hip instability in all femoral head fractures from posterior hip dislocations, regardless of Pipkin type. Use of the Smith-Petersen exposure remains a viable surgical option and may be improved with incorporation of an EUA after femoral head fixation. For Pipkin IV injuries with posterior wall fractures with indeterminate stability, an EUA accurately identifies residual instability. Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

Structural Antibiotic-Coated Hindfoot Nail Preparation: A Technique Guide

The current guide describes a technique that has been in place at the University of Louisville for several years and has been utilized to create structural antibiotic hindfoot nails. This has the intention of creating a stable construct that can be utilized in the setting of previous osteomyelitis, or that is at high risk of developing infections in the postoperative state. This technique guide provides a reproducible way to apply an antibiotic delivery system to a tibiotalocalcaneal nail at the time of definitive surgical intervention. It described our method at rural state level one trauma hospital of utilizing antibiotic-impregnated polymethylmethacrylate around a nail for both antibiotic properties as well as structural properties. Antibiotic delivery systems are a well-researched surgical tool, combining this with a hindfoot nail offers definitive surgical management of otherwise complicated surgical cases. Although this technique has been in use at the University of Louisville for many years, additional research should be done to determine long-term outcomes. Level of Evidence: Diagnostic Level VII. See Instructions for Authors for a complete description of levels of evidence.

Is the Orthopaedic Trauma Association-Open Fracture Classification (OTA-OFC) Better than the Gustilo-Anderson Classification at Predicting Fracture-Related Infections in the Tibia?

To investigate and compare the predictive ability of the Orthopaedic Trauma Association Open Fracture Classification (OTA-OFC) and the Gustilo-Anderson classification systems for fracture-related infections (FRI) in patients with open tibia fractures. Design: Retrospective cohort study. Academic trauma center. Patients aged 16 years or older with an operatively treated open tibia fracture (OTA-OTA 41, 42, and 43) between 2010 and 2021. The primary outcome was FRI. The OTA-OFC and the Gustilo-Anderson classifications were compared in their ability to predict FRI. 890 patients (mean age, 43 years [range, 17 to 96]; 75% male) with 912 open tibia fractures were included. 142 (16%) had an infection. The OTA-OFC was not significantly better at predicting FRI than the Gustilo-Anderson classification (area under the curve, 0.66 vs. 0.66; P = 0.89). The Gustilo-Anderson classification was a stronger predictor of FRI than any single OTA-OFC domain, explaining 72% of FRI variance. Only the addition of the OTA-OFC wound contamination domain to Gustilo-Anderson significantly increased the variance explained (72% vs. 84%, P = 0.04). Embedded contamination increased the risk of FRI by approximately 10% as the risk of FRI with embedded contamination was 16% for Type I or IIs, 26% for Type IIIAs, 45% for Type IIIBs, and 46% for Type IIICs. The more complex OTA-OFC system was not better than the Gustilo-Anderson classification system in predicting FRIs in patients with open tibia fractures. Adding embedded wound contamination to the Gustilo-Anderson classification system significantly improved its prognostic ability. Prognostic Level II. See Instructions for Authors for a complete description of levels of evidence.

Study of a theoretical approach to bioprocess modeling for the performance of an anaerobic digester

Anaerobic digestion represents one of the major challenges of sustainable development and circular economy in the concept "from waste to energy". Given the great diversity of organic waste, its development requires the optimization of co-digestion. Hence the need to develop simple tools to characterize substrates and to predict the performance of digesters in order to optimize their operation. In this work, an approach based on a simple mathematical model to be able to calculate the biogas yield was studied. The models studied (AM2 and ADM1), serve as a basis for the development of monitoring and regulation strategies, offering more or less detailed levels of description of the digestion process. We have identified a difference in complexity between these two models explained by the different objectives for which they were developed. Thus, our study aims to propose a theoretical approach to the modeling of bioprocesses by choosing between the two aforementioned models. The objective being to provide a certain ease to the biogas producer and designer of digesters in the rural world, the simple model chosen is justified by intermediate stages of lesser importance than the final stage of methanogenesis. Thus, the information collected and estimated can subsequently be used for control strategies to optimize the operation of the digester, or they can be used by monitoring and diagnostic systems. This model will give a synthetic vision of anaerobic digestion, which limits its use to the modeling of the treatment of simple effluents. On the other hand, its formulation will allow a thorough mathematical analysis, and its simple structure would be well suited to the development of control strategies or monitoring procedures.

Achieving Better Clinical Outcomes After Total Knee Arthroplasty in Knees with Valgus Deformity: The Role of Alignment Strategies.

Personalized alignment in total knee arthroplasty (TKA) has demonstrated good functional outcomes for knees with varus alignment. However, limited research has explicitly addressed optimal alignment strategies for valgus knees. The aims of the current study were to assess the impact of the postoperative knee alignment and of the degree of correction of knee alignment on functional outcomes and satisfaction in a population with preoperative valgus and to evaluate the complication and revision rates based on postoperative alignment. This retrospective study included primary posterior-stabilized TKA with a preoperative hip-knee-ankle (HKA) angle of ≥180°, with a minimum follow-up of 32 months. There were 460 knees included, divided into 3 groups: (1) preoperative neutral alignment (180° to 183°) (n = 162), (2) preoperative mild valgus (184° to 190°) (n = 204), and (3) preoperative severe valgus (>190°) (n = 94). A standardized surgical technique was employed with a goal of achieving neutral postoperative alignment. Data on radiographs, Knee Society Scores (KSS), range of motion, satisfaction, complications, and revisions were collected at the last follow-up. The mean follow-up was 74.3 ± 12.4 months. In the preoperative mild valgus group, 10.8% of patients had postoperative varus, 81.4% had postoperative neutral alignment, and 7.8% had postoperative valgus. In the preoperative severe valgus group, 4.3% had postoperative varus, 83.0% had postoperative neutral alignment, and 12.8% had postoperative valgus. In the preoperative mild valgus group, patients with postoperative neutral alignment had significantly higher satisfaction (p = 0.0004) and KSS function score (p = 0.031) than patients with postoperative valgus alignment. In the preoperative severe valgus group, patients with postoperative valgus alignment had significantly higher satisfaction (p = 0.035) and greater improvement of the KSS knee score (p = 0.014) than patients with postoperative neutral alignment. Functional outcomes were not impacted by the degree of HKA angle correction. There were significantly fewer complications (p = 0.022) and revisions (p = 0.007) in the preoperative mild valgus group when patients had a postoperative neutral alignment compared with a postoperative valgus alignment. For preoperative mild valgus, correction to neutral alignment achieved better outcomes and fewer complications than leaving residual valgus. For preoperative severe valgus, retaining residual valgus postoperatively ensured satisfactory functional outcomes without increased complications. Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

Understanding Ion-Specific "Hofmeister" Effects in Enzyme Catalysis Through Using RNase A as a Paradigm Model.

Biophysical studies in the last two decadesdemonstratethat salts affect biomolecules in an ion-specific manner. Diverse biological processes such as protein folding, protein precipitation, protein coacervation and phase separation, and protein oligomerization,all showthat this ion specificity directly relatesto how individual ions interact with biomolecular surfaces. Interestingly, although ion-specific effects upon enzyme catalytic processes are well-known in the literature, a molecular level description of these effects is not yet available. This workaddresses this need by investigating ion-specific effects upon the enzymatic activity and stability of RNase A. We have developed a robust framework to analyze and quantify ion-specific effects upon the RNase A catalyzed phosphate ring opening reaction of cCMP.Both the folding thermodynamics and the Michaelis-Menten kinetic parameters of this enzyme show ion-specificity. However, these effects are not necessarily directly related to each other. Ion-specific effects observed in protein folding reflects mostly how an individual ion interacts with the overall protein surface; while alternatively, ion-specific effects on enzyme activity indicate how a given ion interacts with the enzyme active site surface or alternatively, how ions interact with the substrate molecule as represented by changes in the substrate thermodynamic activity coefficient.

Volume and Distribution of Early Knee Effusion After TKA with a PEEK-Based Knee Prosthesis

Background: Early knee effusion is a common phenomenon after total knee arthroplasty (TKA), with potential clinical implications. Unlike traditional alloy knee prostheses, the polyetheretherketone (PEEK) knee system has radiographic transparency on magnetic resonance (MR) scans, which allows analysis of prosthetic knee effusion. We aimed to identify the distribution and volume of knee effusion after TKA with the PEEK prosthesis with use of MR imaging and to analyze whether dynamic changes in effusion were correlated with serum inflammatory marker changes and knee function recovery. Methods: Nine patients with osteoarthritis who were 59 to 74 years old underwent unilateral TKA with the PEEK prosthesis between June 2021 and August 2021. Dynamic early postoperative changes in the volume and distribution of knee effusion were evaluated with use of 3D MR stereoscopic images. Serum inflammatory markers were measured via blood tests, and joint function was evaluated with use of the subjective functional score of the Knee Society Score (KSS) and knee range of motion (ROM). Linear regression analyses were performed to assess for correlations between knee effusion volume and inflammatory markers and between knee effusion volume and joint function. Results: The mean serum inflammatory marker levels increased significantly at 1 week after TKA with the PEEK prosthesis and then gradually decreased with time from 1 to 6 months. The mean total knee effusion volume gradually decreased over time. Concurrently, the mean KSS subjective functional score and mean knee ROM improved with time. Total knee effusion volume was positively correlated with C-reactive protein level (R2 = 0.16; p = 0.007) and negatively correlated with the change in KSS score between the preoperative and postoperative time points (R2 = 0.19; p = 0.003). Using the 1-week total knee effusion volume as a reference, a positive correlation was observed between the reduction in total knee effusion volume and the actual value of the ROM (R2 = 0.36; p = 0.0001) from 3 to 24 months postoperatively. Conclusions: Through 3D MR imaging, the precise distribution and volume of, and dynamic changes in, knee effusion after TKA with the PEEK prosthesis were confirmed and were found to be correlated with inflammation and joint function in the early postoperative period. The results demonstrate the potential clinical benefit of the PEEK-based knee system for future use. Level of Evidence: Diagnostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Defining the Cost of Arthroscopic Rotator Cuff Repair

Background: Rotator cuff repair (RCR) is a frequently performed outpatient orthopaedic surgery, with substantial financial implications for health-care systems. Time-driven activity-based costing (TDABC) is a method for nuanced cost analysis and is a valuable tool for strategic health-care decision-making. The aim of this study was to apply the TDABC methodology to RCR procedures to identify specific avenues to optimize cost-efficiency within the health-care system in 2 critical areas: (1) the reduction of variability in the episode duration, and (2) the standardization of suture anchor acquisition costs. Methods: Using a multicenter, retrospective design, this study incorporates data from all patients who underwent an RCR surgical procedure at 1 of 4 academic tertiary health systems across the United States. Data were extracted from Avant-Garde Health’s Care Measurement platform and were analyzed utilizing TDABC methodology. Cost analysis was performed using 2 primary metrics: the opportunity costs arising from a possible reduction in episode duration variability, and the potential monetary savings achievable through the standardization of suture anchor costs. Results: In this study, 921 RCR cases performed at 4 institutions had a mean episode duration cost of $4,094 ± $1,850. There was a significant threefold cost variability between the 10th percentile ($2,282) and the 90th percentile ($6,833) (p &lt; 0.01). The mean episode duration was registered at 7.1 hours. The largest variability in the episode duration was time spent in the post-acute care unit and the ward after the surgical procedure. By reducing the episode duration variability, it was estimated that up to 640 care-hours could be saved annually at a single hospital. Likewise, standardizing suture anchor acquisition costs could generate direct savings totaling $217,440 across the hospitals. Conclusions: This multicenter study offers valuable insights into RCR cost as a function of care pathways and suture anchor cost. It outlines avenues for achieving cost-savings and operational efficiency. These findings can serve as a foundational basis for developing health-economics models. Level of Evidence: Economic and Decision Analysis Level III. See Instructions for Authors for a complete description of levels of evidence.

Complete Blood Cell Count-Based Ratios Identify Total Joint Arthroplasty Patients Likely to Benefit from Perioperative Dexamethasone

Background: Complete blood cell count-based ratios (CBRs), including the neutrophil-lymphocyte ratio (NLR) and monocyte-lymphocyte ratio (MLR), are inflammatory markers associated with postoperative morbidity. Given the link between the surgical stress response and complications after total joint arthroplasty (TJA), this study aimed to evaluate whether higher preoperative CBR values predict greater postoperative benefits associated with dexamethasone utilization. Methods: The Premier Healthcare Database was queried for adult patients who underwent primary, elective total hip or knee arthroplasty (THA or TKA). Multivariable logistic regression models using dexamethasone exposure and CBRs as independent variables assessed primary end points of 90-day postoperative complications and length of stay (LOS) of ≥3 days. The probability difference between the dexamethasone and non-dexamethasone groups for each primary end point was determined across all values of each CBR. Probability differences were compared across CBR quartiles. Results: A total of 32,849 primary, elective TJAs (12,788 THAs [38.93%], 20,061 TKAs [61.07%]) performed between 2016 and 2021 were identified, and 22,282 (67.83%) of the patients received perioperative dexamethasone. Among patients with an NLR value of &gt;1.00, those receiving dexamethasone had a lower probability of postoperative complications (all p &lt; 0.05). Dexamethasone was associated with lower odds of an LOS of ≥3 days among patients in the highest NLR quartile (≥4.67) compared with the lowest quartile (NLR &lt;1.84) (p = 0.002). Among patients with an MLR value of ≥0.36, those receiving dexamethasone had significantly lower odds of postoperative complications. Dexamethasone was associated with lower odds of an LOS of ≥3 days among patients with an MLR of ≥0.33 (the 2 highest quartiles) compared with an MLR of &lt;0.24 (the lowest quartile) (p = 0.039). Conclusions: Higher NLR and MLR values were associated with greater marginal benefit from perioperative dexamethasone treatment, establishing a modifiable link between adverse outcomes and perioperative inflammation in TJA. Level of Evidence: Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Intraoperative Facet Joint Block Reduces Pain After Oblique Lumbar Interbody Fusion

Background: Oblique lumbar interbody fusion (OLIF) results in less tissue damage than in other surgeries, but immediate postoperative pain occurs. Notably, facet joint widening occurs in the vertebral body after OLIF. We hypothesized that the application of a facet joint block to the area of widening would relieve facet joint pain. The purpose of this study was to evaluate the analgesic effects of such injections on postoperative pain. Methods: This double-blinded, placebo-controlled study randomized patients into 2 groups. Patients assigned to the active group received an intra-articular injection of a compound mixture of bupivacaine and triamcinolone, whereas patients in the placebo group received an equivalent volume of normal saline solution injection. Back and dominant leg pain were evaluated with use of a visual analog scale (VAS) at 12, 24, 48, and 72 hours postoperatively. Clinical outcomes were evaluated preoperatively and at 6 months postoperatively with use of the Oswestry Disability Index (ODI) and VAS for back and dominant leg pain. Results: Of the 61 patients who were included, 31 were randomized to the placebo group and 30 were randomized to the active group. Postoperative fentanyl consumption from patient-controlled analgesia was higher in the placebo group than in the active group at up to 36 hours postoperatively (p &lt; 0.001) and decreased gradually in both groups. VAS back pain scores were significantly higher in the placebo group than in the active group at up to 48 hours postoperatively. On average, patients in the active group had a higher satisfaction score (p = 0.038) and were discharged 1.3 days earlier than those in the placebo group. Conclusions: The use of an intraoperative facet joint block decreased pain perception during OLIF, thereby reducing opioid consumption and the severity of postoperative pain. This effect was also associated with a reduction in the length of the stay. Level of Evidence: Therapeutic Level I. See Instructions for Authors for a complete description of levels of evidence.

A Novel Preoperative Scoring System to Accurately Predict Cord-Level Intraoperative Neuromonitoring Data Loss During Spinal Deformity Surgery

Background: An accurate knowledge of a patient’s risk of cord-level intraoperative neuromonitoring (IONM) data loss is important for an informed decision-making process prior to deformity correction, but no prediction tool currently exists. Methods: A total of 1,106 patients with spinal deformity and 205 perioperative variables were included. A stepwise machine-learning (ML) approach using random forest (RF) analysis and multivariable logistic regression was performed. Patients were randomly allocated to training (75% of patients) and testing (25% of patients) groups. Feature score weights were derived by rounding up the regression coefficients from the multivariable logistic regression model. Variables in the final scoring calculator were automatically selected through the ML process to optimize predictive performance. Results: Eight features were included in the scoring system: sagittal deformity angular ratio (sDAR) of ≥15 (score = 2), type-3 spinal cord shape (score = 2), conus level below L2 (score = 2), cervical upper instrumented vertebra (score = 2), preoperative upright largest thoracic Cobb angle of ≥75° (score = 2), preoperative lower-extremity motor deficit (score = 2), preoperative upright largest thoracic kyphosis of ≥80° (score = 1), and total deformity angular ratio (tDAR) of ≥25 (score = 1). Higher cumulative scores were associated with increased rates of cord-level IONM data loss: patients with a cumulative score of ≤2 had a cord-level IONM data loss rate of 0.9%, whereas those with a score of ≥7 had a loss rate of 86%. When evaluated in the testing group, the scoring system achieved an accuracy of 93%, a sensitivity of 75%, a specificity of 94%, and an AUC (area under the receiver operating characteristic curve) of 0.898. Conclusions: This is the first study to provide an ML-derived preoperative scoring system that predicts cord-level IONM data loss during pediatric and adult spinal deformity surgery with &gt;90% accuracy. Level of Evidence: Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Thoracolumbar Fracture

Background: Fractures of the thoracic and lumbar spine are increasingly common. Although it is known that such fractures may elevate the risk of near-term morbidity, the natural history of patients who sustain such injuries remains poorly described. We sought to characterize the natural history of patients treated for thoracolumbar fractures and to understand clinical and sociodemographic factors associated with survival. Methods: Patients treated for acute thoracic or lumbar spine fractures within a large academic health-care network between 2015 and 2021 were identified. Clinical, radiographic, and mortality data were obtained from medical records and administrative charts. Survival was assessed using Kaplan-Meier curves. We used multivariable logistic regression to evaluate factors associated with survival, while adjusting for confounders. Results were expressed as odds ratios (ORs) and 95% confidence intervals (CIs). Results: The study included 717 patients (median age, 66 years; 59.8% male; 69% non-Hispanic White). The mortality rate was 7.0% (n = 50), 16.2% (n = 116), and 20.4% (n = 146) at 3, 12, and 24 months following injury, respectively. In adjusted analysis, patients who died within the first year following injury were more likely to be older (OR = 1.03; 95% CI = 1.01 to 1.05) and male (OR = 1.67; 95% CI = 1.05 to 2.69). A higher Injury Severity Score, lower Glasgow Coma Scale score, and higher Charlson Comorbidity Index at presentation were also influential factors. The final model explained 81% (95% CI = 81% to 83%) of the variation in survival. Conclusions: We identified a previously underappreciated fact: thoracolumbar fractures are associated with a mortality risk comparable with that of hip fractures. The risk of mortality is greatest in elderly patients and those with multiple comorbidities. The results of our model can be used in patient and family counseling, informed decision-making, and resource allocation to mitigate the potential risk of near-term mortality in high-risk individuals. Level of Evidence: Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

RAISE YOUR FLAG: ILLUMINATING PATHS TO ENHANCE STUDENTS’ ENGAGEMENT IN MATHEMATICS

The purpose of the study is to determine the effect of Raise Your Flag intervention to enhance students’ engagement in mathematics. Hence, the purpose of this study was to determine the significant difference between the pretest and post-test scores of the students. Pre-experimental research design was utilized in this study to measure the effect of the intervention. The data were gathered in 35 students from Grade 9 in Asuncion National High School who were selected through purposive sampling. Data gathering was done through Pretest and Post-test Administration. Findings revealed a substantial difference in the scores before with the mean percentage score of 4.05 (High) and after the intervention in enhancing students’ engagement in mathematics with the mean percentage score of 4.43 (Very High). Results also revealed that there is a significant improvement in the students’ scores from the pretest to the post-test, with the post-test mean percentage scores that has descriptive level of very high which interpreted as very satisfactory. This substantial difference suggests a strong effect of the treatment to enhance students’ engagement in mathematics, it indicates a highly significant and positive impact of the intervention or treatment on the students’ performance engagement in mathematics. KEYWORDS: Intervention, Enhance Students’ Engagement in Mathematics, Raise Your Flag

MARKETING APPS THROUGH TEXTS AND IMAGES: STUDY OF ROLE-PLAYING GAMES

ABSTRACT This study examines how message framing affects the success of gaming mobile apps. It focuses on role playing games and investigates the impact of app descriptions and icons on app performance. The analysis of data from 267 role playing gaming mobile apps reveals that lower levels of construal induced by app descriptions and icons result in better app performance. Furthermore, the research identifies an interaction between the construal level of app descriptions and icons. This study expands the understanding of construal level theory in the digital gaming realm and provides valuable insights for mobile app developers.

Effect of Ketorolac Administration on the Rate of Nonunion of Operatively Treated Pediatric Long-Bone Fractures

Background: Nonunion is a rare yet serious complication in pediatric fracture healing that can lead to patient morbidity and economic burden. The administration of nonsteroidal anti-inflammatory drugs (NSAIDs) has been associated with an increased risk of fracture nonunion in adults, but data are lacking in the pediatric population. This study examines the relationship between postoperative ketorolac administration and nonunion in operatively managed pediatric long-bone fractures. Methods: A retrospective cohort study was conducted with use of TriNetX, a research network that encompasses data from the United States, Canada, and Western Europe. A total of 462,260 patients from 52 health-care organizations met the inclusion criteria. Patients &lt;18 years old with operatively managed upper or lower-extremity long-bone fractures were included. The exposure of interest was ketorolac administration within 30 days postoperatively between 2003 and 2023. Nonunion was identified and verified with use of the pertinent medical codes. Absolute risks and hazard ratios (HRs) were calculated for both study groups. Significance was set at p &lt; 0.05. Results: After propensity score matching, 48,778 patients were identified per group. The incidence of nonunion was 2.19% in the ketorolac group and 0.93% in the non-ketorolac group (HR, 2.71; 95% confidence interval [CI]: 2.46, 3.21; p &lt; 0.0001). Subgroup analyses demonstrated a higher risk of nonunion in patients with lower-extremity fractures (HR, 3.45; 95% CI: 3.14, 3.75; p &lt; 0.0001) than in those with upper-extremity fractures (HR, 2.11; 95% CI: 1.84, 2.32; p &lt; 0.0001). Among the fracture location subgroups, the greatest HR for nonunion was observed in patients with femoral fractures, followed sequentially by those with tibial and/or fibular fractures, humeral fractures, and radial and/or ulnar fractures. Conclusions: To our knowledge, this is the largest study to date to explore postoperative ketorolac use and nonunion in the setting of operatively managed pediatric long-bone fractures. Nonunion in children was rare, occurring in &lt;1% of all included patients. Ketorolac administration was associated with a 2 to 3-fold increase in nonunion risks, with pronounced implications for patients with lower-extremity fractures, particularly those with femoral fractures. Clinicians should weigh the therapeutic advantages of non-opiate analgesia with ketorolac against the risk of nonunion in order to optimize postoperative pain management and recovery. Level of Evidence: Therapeutic Level III. See Instructions for Authors for a complete description of levels of evidence.

Tibial Malalignment is an Independent Predictor of Nonunion After Intramedullary Nailing of Tibial Shaft Fractures.

This study aimed to assess the relationship between postoperative alignment and nonunion in patients with tibial shaft fractures treated with intramedullary nailing. Design: Retrospective case-control study. Single academic trauma center. Adult patients with closed or open tibial shaft fractures (42A-C) treated with intramedullary nailing from 2007 to 2018. Case patients with nonunion were compared to control patients with radiographic evidence of healing in terms of the postoperative tibial alignment measured in the coronal and sagittal planes. Of the 192 included patients (median age, 38 years; 76% male), 51 patients had a nonunion, and 141 patients had united fractures and served as the control group. A strong association between postoperative tibial malalignment in one plane and nonunion (odds ratio [OR], 3.0; 95% confidence interval [CI], 1.1 to 8.3; P = 0.03) was demonstrated. This association was even greater for malalignment in both coronal and sagittal planes (OR, 5.7; 95% CI, 2.1 to 16.1; P < 0.001) after controlling for confounders. After controlling for confounding factors, postoperative malalignment in the coronal or sagittal plane was associated with significantly increased odds of tibial shaft nonunion after intramedullary nailing. Therapeutic, Level III. See Instructions for Authors for a complete description of levels of evidence.