Techniques for navigating postsurgical adhesions: Insights into mechanisms and future directions.

Postsurgical adhesions are a common complication of surgical procedures that can lead to postoperative pain, bowel obstruction, infertility, as well as complications with future procedures. Several agents have been developed to prevent adhesion formation, such as barriers, anti-inflammatory and fibrinolytic agents. The Food and Drug Administration (FDA) has approved the use of physical barrier agents, but they have been associated with conflicting clinical studies and controversy in the clinical utilization of anti-adhesion barriers. In this review, we summarize the human anatomy of the peritoneum, the pathophysiology of adhesion formation, the current prevention agents, as well as the current research progress on adhesion prevention. The early cellular events starting with injured mesothelial cells and incorporating macrophage response have recently been found to be associated with adhesion formation. This may provide the key component for developing future adhesion prevention methods. The current use of physical barriers to separate tissues, such as Seprafilm®, composed of hyaluronic acid and carboxymethylcellulose, can only reduce the risk of adhesion formation at the end stage. Other anti-inflammatory or fibrinolytic agents for preventing adhesions have only been studied within the context of current research models, which is limited by the lack of in-vitro model systems as well as in-depth study of in-vivo models to evaluate the efficiency of anti-adhesion agents. In addition, we explore emerging therapies, such as gene therapy and stem cell-based approaches, that may offer new strategies for preventing adhesion formation. In conclusion, anti-adhesion agents represent a promising approach for reducing the burden of adhesion-related complications in surgical patients. Further research is needed to optimize their use and develop new therapies for this challenging clinical problem.

Assessment and Validation of Anterior Humeral Line for Diagnosing Supracondylar Humerus Fractures in the Pediatric Population.

INTRODUCTION: Pediatric supracondylar humerus fractures are commonly evaluated using the anterior humeral line (AHL) on a lateral radiograph. Rotational variations in radiographic projection are common due to child discomfort and could lead to changes in management based on where the AHL intersects the capitellum. The purpose of this study was to establish whether rotational variations in elbow rotation leads to significant changes in AHL position and whether drawing the AHL based on the distal humerus versus shaft is more tolerant to rotation. METHODS: Fifty children with nonoperative supracondylar humerus fractures were identified with sub optimally positioned injury and well positioned follow-up lateral radiographs. The proportion of the bone anterior to the intersection of the AHL and the capitellum was measured using the humeral shaft versus distal humerus to guide position of the AHL. This process was repeated on ten pediatric humerus dry cadaveric specimens which were imaged in 5-degree rotational increments along the axis of the humeral shaft from -20 to +20 degrees. RESULTS: AHL position correlated poorly when measured on rotated lateral radiographs of clinical patients versus non-rotated lateral radiographs when using the distal humerus as a guide (intraclass correlation coefficient 0.14), compared with when using the humeral shaft as a guide (intraclass correlation coefficient 0.81). When assessing the pediatric humerus dry cadavers between the 2 techniques, there was greater statistically significant variation in rotated positions compared with the neutral position in the distal humerus AHL measurement approach compared with the humeral shaft AHL measurement approach, with the mean AHL within the central third of the capitellum for more rotational positions when using the shaft compared with the distal humerus. CONCLUSIONS: With rotated lateral elbow radiographs in supracondylar humerus fractures, utilizing the humeral shaft provides more consistent AHL measurements than utilizing the distal humerus, and thus drawing the line starting at the shaft of the humerus is recommended for surgical decision making.

Efficiency of the heterogeneous catalyst from electrocoagulation sludge for the removal of methylene blue in the presence of persulfate.

Persulfate activation by heterogeneous catalysts based on transition metals is of interest in textile effluent treatment processes. Thus, iron-rich electrocoagulation sludge has been thermally treated to obtain new catalysts. The characterization of this catalyst by X-ray diffraction revealed the presence of FeAl2O4 nanoparticles active in the decomposition of persulfate into sulfate radicals (SO4•-). The efficiency of catalyst/persulfate was monitored during the methylene blue (MB) solution discoloration. The effects of temperature, pH, initial MB concentration, catalyst dose and persulfate dose were also studied. MB removal catalytic activity showed around 94% discoloration and 45.7% TOC reduction after 180 minutes batch reaction at pH = 4.0 (catalyst dose: 0.5 g/L, persulfate dose: 1 g/L; initial MB concentration: 20 mg/L). This catalyst reuse further confirmed its catalytic potential as a discoloration rate of about 82.45% was obtained after five cycles. The biodegradability monitoring measured by the carbon oxidation state (COS) has revealed a remarkable and continuous degradation of organic compounds. The EPR tests revealed that this catalytic reaction generates the radical species responsible for the degradation of MB. Finally, these results show that this catalyst from the thermal activation of electrocoagulation sludge is capable of decomposing persulfate to degrade bioresistant compounds such as textile dyes.

Photocatalytic activity of TiO2-P25@n-TiO2@HAP composite films for air depollution.

We report on an elaboration of new composite photocatalysts (TiO2-P25@ n-TiO2@HAP) based on grafted size-selected 5-nm titanium-oxo-alkoxo nanoparticles on P25-TiO2 nanoparticles and HAP obtained by co-precipitation of salts. The 5-nm oxo-TiO2 particles were prepared in a sol-gel reactor with rapid reagents micromixing. The photocatalytic test of ethylene degradation, in a continuous-flow fixed-bed reactor, showed an increase of the photocatalytic yield for the composite photocatalysts with an addition of HAP. This result was interpreted by a synergy between adsorption and photo-oxidation.

Medical Malpractice Litigation in Non-Mesh-Related Pelvic Organ Prolapse Surgery: An Analysis of 91 Cases.

INTRODUCTION: Malpractice litigations have significant implications for patients and physicians. Studies have investigated mesh litigations in female pelvic reconstructive surgery, but none on nonmesh pelvic organ prolapse (POP) surgery. Our purpose is to determine the reasons for and outcomes of medical malpractice after nonmesh POP surgery. METHODS: Westlaw (Thompson Reuters, New York, New York) is a legal research database of US court records. We identified completed POP litigations from 1987 to 2018 using the following: "pelvic organ prolapse," "enterocele," "rectocele," "cystocele," "uterine prolapse," and "vaginal wall prolapse." Mesh-related cases were excluded. Outcomes included reasons for litigation, verdict, injury, and payments. Statistical analysis was performed with nonparametric tests and χ2 independence test. RESULTS: Ninety-one litigations were included. The median plaintiff age was 53 years (range, 36-85 years). The leading allegation was negligence of surgery (n = 59; 65%). The jury sided with the defendant physician in 67% of cases (n = 61). There was no association between case verdict and patient age (P = 0.781), geographic region (P = 0.824), or allegation (P = 0.904). The primary complications were urinary tract injury (n = 24; 26%), need for additional surgery (n = 22; 24%), and new postoperative urinary symptoms (n = 22; 24%). The median payout was $280,000 (interquartile range, $137,250-$1,300,000), with no difference between plaintiff awards or settlements (P = 0.659). CONCLUSION: The leading allegation of malpractice litigations for nonmesh POP surgery is negligence of surgery, whereas the most common complication was urinary tract injury. A verdict in favor of the physician defendant was the most likely outcome. Plaintiff awards and settlements were not statistically different with no variation by region or time.

The Olerud Extensile Anterior Approach for Complex Distal Femoral Fractures: A Systematic Review.

The management of AO/OTA (AO Foundation/Orthopaedic Trauma Association) 33-C3 complex distal femoral fractures presents challenges for orthopaedic surgeons. The extensile anterior approach may be an appropriate alternative treatment technique. The purpose of this systematic review is to (1) evaluate the Olerud approach (extensile anterior approach) for the treatment of 33-C3 complex distal femoral fractures and (2) evaluate postoperative patient outcomes. A systematic literature search was performed to retrieve studies that evaluated the treatment of 33-C3 complex distal femoral fractures. The PubMed database query resulted in 429 studies. Two reviewers independently reviewed the studies, of which six were identified. Patient demographics, AO/OTA fracture, surgical intervention, follow-up duration, clinical outcomes, and postoperative complications were collected and analyzed. The systematic review included six studies reporting on 85 patients (43 males and 42 females); the mean patient age was 45 years (range: 16-101 years). The most common cause of injury was road/traffic accident (51 patients). The mean follow-up time was 26 months (range: 3-72 months). In five studies, the mean time for union was 5.8 months (range: 2-9 months). The three most commonly reported complications were infection (seven [8.2%] patients), failure/malunion (three [3.5%] patients), and delayed tibial tuberosity osteotomy healing (three [3.5%] patients). Seventy (82.4%) patients did not suffer any postoperative complications. Out of 72 patients, 7 (9.7%) had resultant varus/valgus deformity. Overall, 57.1% had excellent/good functional outcomes. Based on the systematic literature review, the extensile anterior approach may be a viable alternative surgical option for 33-C3 complex distal femoral fractures. Given the current literature, more comprehensive and extensive studies need to be performed to ensure the best possible outcome.

Infrapatellar Fat Pad Resection or Preservation during Total Knee Arthroplasty: A Systematic Review.

Considerations of how to improve postoperative outcomes for total knee arthroplasty (TKA) have included preservation of the infrapatellar fat pad (IPFP). Although the IPFP is commonly resected during TKA procedures, there is controversy regarding whether resection or preservation should be implemented, and how this influences outcomes. Therefore, the purpose of this systematic review was to evaluate how IPFP resection and preservation impacts postoperative flexion, pain, Insall-Salvati Ratio (ISR), Knee Society Score (KSS), patellar tendon length (PTL), and satisfaction in primary TKA. PubMed, EBSCO host, and SCOPUS were queried to retrieve all reports evaluating IPFP resection or preservation during TKA, which resulted into 488 studies. Two reviewers independently reviewed these articles for eligibility based on pre-established inclusion and exclusion criteria. Eleven studies were identified for final analysis, which reported on 11,996 cases. Patient demographics, type of surgical intervention, follow-up duration, and clinical outcome measures were collected and analyzed. Complete resection was implemented in 3,723 cases (31%), partial resection in 5,458 cases (45.5%), and preservation of the IPFP in 2,815 cases (23.5%). Clinical outcome measures included PTL (5 studies), knee flexion (4 studies), pain (6 studies), KSS (3 studies), ISR (3 studies), and patient satisfaction (1 study). No differences were found following IPFP resection for patient satisfaction (p = 0.98), ISR (p > 0.05), and KSS (p > 0.05). There was mixed evidence for PTL, pain, and knee flexion following IPFP resection versus preservation. Studies of shorter follow-up intervals suggested improved pain following resection, while reports of longer follow-up times indicated that resection resulted in increased pain. Given the mixed data available from the current literature, we were unable to conclude that one surgical technique can definitively be considered superior over the other. More extensive research, including randomized controlled trials, is required to better elucidate potential differences between the surgical handling choices. Future studies should focus on patient conditions in which one technique would be best indicated to establish guidelines for best surgical outcomes in those patients.

Spinal Dural Arteriovenous Fistula: Diagnosis, Outcomes, and Prognostic Factors.

OBJECTIVE: Typically, the clinical presentation of a spinal dural arteriovenous fistula (SDAVF) will be insidious, with patients' symptoms regularly attributed to other conditions. Although previous studies have characterized the neurologic outcomes after treatment for SDAVFs, little is known about the pretreatment patient characteristics associated with poor and/or positive patient outcomes. We sought to characterize the pretreatment patient demographics, diagnostic history, and neurologic outcomes of patients treated for SDAVFs and to identify the patient factors predictive of these outcomes. METHODS: The medical records of patients who had been treated for SDAVFs from 2006 to 2018 across 1 healthcare system were retrospectively analyzed. Neurologic status was assessed both before and after intervention using the Aminoff-Logue scales for gait and micturition disturbances. RESULTS: Of 46 total patients, 16 (35%) had a documented misdiagnosis. Patients with a history of misdiagnosis had had a significantly longer symptom duration before treatment compared with those without a misdiagnosis (median, 2.3 vs. 0.9 years; P = 0.018). A shorter symptom duration before intervention was significantly associated with both improved motor function (median, 0.8 vs. 3.1 years; P = 0.001) and improved urinary function (median, 0.8 vs. 2.2 years; P = 0.040) after intervention. CONCLUSIONS: Misdiagnosis has been relatively common in patients with SDAVFs and contributes to delays in treatment. Delays in diagnosis and treatment of SDAVFs appear to be associated with worse clinical outcomes for patients who, ultimately, receive treatment.

Patient satisfaction and outcomes of static progressive stretch bracing: a 10-year prospective analysis.

BACKGROUND: Multiple surgical and non-surgical modalities are available for patients suffering from shoulder elbow, forearm, wrist, knee and ankle stiffness. For most patients, bracing can provide optimal therapy to restore functional range of motion (ROM). Three commonly used bracing mechanisms include static progressive stretch (SPS), turnbuckle, and dynamic bracing. However, although, in general, these three brace types have been shown to have successful outcomes, there are a number of different manufacturers, and company specific designs might affect outcomes. Therefore, the purpose of this study was to analyze 10 years of prospectively collected patient satisfaction and outcomes data from a single brace company. Specifically, we evaluated: (I) mobility, (II) pain, (III) stiffness, (IV) swelling, and (V) any adverse events of patients treated with an SPS brace. METHODS: From 2007 to 2017, data from a total of 167,751 patients treated with a JAS Brace (Joint Active Systems Inc., Effingham, IL, USA) were prospectively collected through a cross-sectional survey addressing various outcomes such as pain, stiffness, swelling and mobility. More specifically, patients were asked "Are you having pain?", "Do you have any stiffness?", "Do you have any swelling?", and "Do you feel your mobility has improved?" Patients who answered "yes" were then asked to categorize their response as either worse, same, or better (or improvement) for pain, stiffness, and swelling. For mobility, patients answered either "yes", "no", or "undecided". This data was then graphed and a yearly trends analysis was performed. We also assessed the number of complaints as well as any device related adverse events. RESULTS: In 2008, 59% of patients reported no pain, 45% no stiffness, and 79% no swelling after device use. Those numbers increased by 2013, to 70% of patients reporting no pain, 79% reporting no stiffness, and 84% reporting no swelling after brace use. A consistent positive trend was also seen for mobility, with at least 90% of patients reporting improved mobility after orthosis use. The number of complaints decreased from 38 in 2007 to 3 in 2017. No patients experienced any device related serious injuries. CONCLUSIONS: Overall, to the best of the author's knowledge, this study is the first to demonstrate a brace designed to improve ROM also has significant effect on pain, stiffness, and swelling. These results are of particular importance, since no other study reports prospective data on thousands of patients showing that a bracing system substantially reduces pain and stiffness. These data indicate that not only or these SPS braces effective in improving functional ROM with high rate of success and no significant complications, but this bracing system has a significant effect on improving pain and stiffness. Based on the results from this study, patients suffering from shoulder, elbow, forearm, wrist, knee and/or ankle pathology can expect excellent clinical outcomes by using one of the above braces.

Medical Malpractice Litigation Following Primary Total Joint Arthroplasty: A Comprehensive, Nationwide Analysis of the Past Decade.

BACKGROUND: The purpose of this study is to (1) characterize the most common reasons of medical malpractice litigation against adult reconstruction surgeons and (2) report on the outcomes of these lawsuits. METHODS: The Westlaw legal research database was queried for cases between 2008 and 2018 related to total hip and knee arthroplasty (THA and TKA) in the United States. Causes of the lawsuit, patient characteristics, demographics, state/outcome of verdict or settlement, and indemnity payments were noted. RESULTS: A total of 148 records (81 females [55%], 67 males [45%]; 83 TKAs [56%], 65 THAs [44%]) were included in the final analysis. For all patients, infection was the leading cause for malpractice litigation (22%) followed by nerve injury (20%). For TKA, infection was the most common cause of lawsuit (33%). In THA cases, nerve injury was the most common reason for lawsuit (38%), followed by leg-length discrepancy (26%). Procedural errors were alleged in 72% of cases, while diagnostic and post-surgical errors were cited in 55% and 32% of cases. A defense verdict occurred in 74% of cases, plaintiff verdict in 21%, and parties settled in 5%. CONCLUSION: Infection and nerve injury were the most common reasons for litigation in TKA and THA, respectively. The most likely outcome of these lawsuits was a jury verdict in favor of the surgeon. Regardless, surgeons should be cognizant of the potential for lawsuit due to these complications and should ensure they inform patients of these potential complications of TJA preoperatively.

Gene Expression Differences in Host Response to Schistosoma haematobium Infection.

Schistosome worms infect over 200 million people worldwide. They live in the host's bloodstream and alter host immunity. Epidemiological data suggest that males and females have different responses to schistosome infection, but the effect of sex on systemic response is undetermined. Our objective was to characterize differences in peripheral blood transcriptional profiles in people with or without active Schistosoma haematobium infection and to determine whether this signature differs between males and females. mRNA was isolated using poly(A) selection and sequenced on an Illumina Hi-Seq4000 platform. Transcripts were aligned to the human hg19 reference genome and counted with the HTSeq package. Genes were compared for differential expression using DESeq2. Ingenuity Pathway Analysis (IPA) was used to identify gene networks altered in the presence of S. haematobium We enrolled 33 participants from villages in rural Tanzania where S. haematobium is endemic. After correction for multiple comparisons, we observed 383 differentially expressed genes between those with or without S. haematobium infection when sex was included as a covariate. Heat-mapping of the genes with >1.5-fold differences in gene expression revealed clustering by S. haematobium infection status. The top networks included development, cell death and survival, cell signaling, and immunologic disease pathways. We observed a distinct whole blood transcriptional profile, as well as differences in men and women, with S. haematobium infection. Additional studies are needed to determine the clinical effects of these divergent responses. Attention to sex-based differences should be included in studies of human schistosome infection.

Altered Cervical Mucosal Gene Expression and Lower Interleukin 15 Levels in Women With Schistosoma haematobium Infection but Not in Women With Schistosoma mansoni Infection.

BACKGROUND: Schistosomiasis increases the risk of human immunodeficiency virus (HIV) acquisition in women by mechanisms that are incompletely defined. Our objective was to determine how the cervical environment is impacted by Schistosoma haematobium or Schistosoma mansoni infection by quantifying gene expression in the cervical mucosa and cytokine levels in cervicovaginal lavage fluid. METHODS: We recruited women with and those without S. haematobium infection and women with and those without S. mansoni infection from separate villages in rural Tanzania with high prevalences of S. haematobium and S. mansoni, respectively. Infection status was determined by urine and stool microscopy and testing for serum circulating anodic antigen. RNA was extracted from cervical cytobrush samples for transcriptome analysis. Cytokine levels were measured by magnetic bead immunoassay. RESULTS: In the village where S. haematobium was prevalent, 110 genes were differentially expressed in the cervical mucosa of 18 women with versus 39 without S. haematobium infection. Among the 27 cytokines analyzed in cervicovaginal lavage fluid from women in this village, the level of interleukin 15 was lower in the S. haematobium-infected group (62.8 vs 102.9 pg/mL; adjusted P = .0013). Differences were not observed in the S. mansoni-prevalent villages between 11 women with and 29 without S. mansoni infection. CONCLUSIONS: We demonstrate altered cervical mucosal gene expression and lower interleukin 15 levels in women with S. haematobium infection as compared to those with S. mansoni infection, which may influence HIV acquisition and cancer risks. Studies to determine the effects of antischistosome treatment on these mucosal alterations are needed.

Optimization process of organic matter removal from wastewater by using Eichhornia crassipes.

This study aimed to determine the optimal conditions for organic matter removal from wastewater by Eichhornia crassipes (E.C). As a matter of fact, a complete factorial design was used to determine the effect of residence time (X1), plant density (X2) and initial chemical oxygen demand (COD) concentration (X3) on the phytoremediation process. The process's performance was measured on COD (Y1), NH4+ (Y2) and PO43- (Y3), with the results indicating a reduction of 8.59-81.71% of COD (Y1); 22.53-95.81% of NH4+ (Y2) and 0.54-99.35% of PO43- (Y3). Then, the first-order models obtained for COD, NH4+ and PO43- removal were validated using different statistical approaches such as statistical and experimental validation. Moreover, multi-response optimization was carried out through different scenarios. On the whole, the results obtained indicated that two serial ponds are required for an optimum organic matter removal by Eichhornia crassipes. Indeed, for the first pond, a residence time of 15 days is needed with a plant density of 60 ft/m2 and an initial concentration of about 944 mg/L. The second was the same residence time as the first with similar plant density of 60 ft/m2 and an initial load 192 mg/L (> 200 mg/L). Optimal organic matter removal from wastewater using Eichhornia crassipes requires two ponds arranged in chain.

A Case for the Brace: A Critical, Comprehensive, and Up-To-Date Review of Static Progressive Stretch, Dynamic, and Turnbuckle Braces for the Management of Elbow, Knee, and Shoulder Pathology.

BACKGROUND: Non-operative management of the elbow, shoulder, and knee typically includes braces, such as the: static progressive stretch (SPS), turnbuckle, and dynamic. However, a paucity of literature exists comparing these three bracing modalities. Therefore, the purpose of this study was to evaluate the current literature on the various bracing modalities for physicians and patients managing elbow, shoulder, or knee joint complications. Specifically, we compared the use of 1) static progressive stretch, 2) dynamic, and 3) turnbuckle braces for the a) elbow, b) knee, and c) shoulder. MATERIALS AND METHODS: A PubMed search on dynamic, SPS, and turnbuckle bracing for the elbow, knee, and shoulder joints was performed. Studies that addressed clinical outcomes and relied primarily on the brace for improvement of patient outcomes and not on surgery were included. Because individually-fabricated braces are extremely costly, require great fabrication skill, and are unique to the patient they were specifically designed for, their results are not generalizable to the greater patient population and were, therefore, not included in this analysis. A total of 14 elbow, 24 knee, and 4 shoulder studies met criteria. RESULTS: Elbow-Patients wore the SPS brace for 90 minutes, compared to 8 hours for the turnbuckle and 20 hours for the dynamic brace. The SPS and turnbuckle brace had similar increases in range of motion (ROM) of 37°. The SPS brace was found to provide patients with the greatest reduction in flexion contracture, 26°. There are similar increases in flexion ROM between the SPS and dynamic elbow bracing modalities. Shoulder- The mean duration of use for an SPS was only six weeks compared to the two months required for the dynamic shoulder brace. The dynamic shoulder brace protocol involved upwards of 24 hours per day or night as patients were instructed to wear the brace at all times. Patients treated with both the SPS and dynamic braces had excellent pain outcomes. Knee-The most commonly followed SPS knee brace protocol was one to three sessions per day which lasted from seven to nine weeks, while for the dynamic brace the time period ranged from six to eight weeks. The SPS brace reported a mean increase in ROM of 31°. There was a lack of evidence for the dynamic and turnbuckle knee braces for their accurate assessment. The SPS studies reported the greatest response to flexion improvement with a mean increase of flexion by 22°. Meanwhile, the reported mean flexion increase with a dynamic knee brace was only 7°. CONCLUSION: Based on the most current literature available, the authors highly recommend the use of SPS for the elbow, shoulder, and knee. Static progressive stretch bracing has an easy patient protocol, a short duration of use, and excellent outcomes. Additionally, the lack of evidence for turnbuckle and dynamic braces is concerning. Overall, the static progressive stretch brace has shown excellent results in the outcomes assessed in this review and should be a first recommendation for patients suffering from elbow, knee, and/or shoulder pathology.

A Comparison of Relative Value Units in Primary versus Revision Total Ankle Arthroplasty.

INTRODUCTION: To determine the effort required to provide a service, the United States Medicare uses Relative Value Units (RVUs). Consequently, higher RVUs are assigned to the procedures or services that require more effort, which ultimately means the physician will be properly compensated for the additional effort required. In total ankle arthroplasty (TAA), revision cases usually are more technically challenging and require more effort than primary TAA. Therefore, the purpose of this study was to compare the: 1) RVUs; 2) length-of-surgery; 3) RVU per unit of time between primary and revision total ankle arthroplasty; and 4) the individualized idealized surgeon annual cost difference analysis. MATERIALS AND METHODS: We utilized the American College of Surgeons, National Surgical Quality Improvement Program database from 2008 to 2015 to identify patients who underwent either a primary Current Procedural Terminology [CPT]: 27702) or revision (CPT: 27703) TAA. There were a total of 653 patients, 586 of which underwent a primary, and 67 who underwent a revision, TAA. The mean RVUs, length of surgery (in minutes), and RVU per minute, were calculated. Dollar amount per minute, per case, per day, and per year, to find an individualized idealized surgeon annual cost difference, were also calculated. An analysis of variance was used to compare variables between primary and revision TAA. A p-value of less than 0.05 was used to determine statistical significance. RESULTS: The mean RVU was significantly higher in revision versus primary TAA (16.93 vs. 14.41, p=0.001). However, there was no significant difference in the mean lengths of surgery between primary and revision TAA (160 vs. 157 minutes, p=0.613). Additionally, the mean RVU per minute was significantly higher in revision versus primary TAA (0.13 vs. 0.10, p=0.001). CONCLUSION: Based on the results of this study, it appears that revision TAA cases are appropriately assigned a higher RVU per minute for performing them as they require more effort and are more challenging compared to the primary TAA. Furthermore, not only did the revision cases have lower mean lengths of surgery, but they also maintained a higher RVU per minute. Therefore, orthopaedists can use this information to further help them yield the best potential practice design.

Animated pose templates for modeling and detecting human actions.

This paper presents animated pose templates (APTs) for detecting short-term, long-term, and contextual actions from cluttered scenes in videos. Each pose template consists of two components: 1) a shape template with deformable parts represented in an And-node whose appearances are represented by the Histogram of Oriented Gradient (HOG) features, and 2) a motion template specifying the motion of the parts by the Histogram of Optical-Flows (HOF) features. A shape template may have more than one motion template represented by an Or-node. Therefore, each action is defined as a mixture (Or-node) of pose templates in an And-Or tree structure. While this pose template is suitable for detecting short-term action snippets in two to five frames, we extend it in two ways: 1) For long-term actions, we animate the pose templates by adding temporal constraints in a Hidden Markov Model (HMM), and 2) for contextual actions, we treat contextual objects as additional parts of the pose templates and add constraints that encode spatial correlations between parts. To train the model, we manually annotate part locations on several keyframes of each video and cluster them into pose templates using EM. This leaves the unknown parameters for our learning algorithm in two groups: 1) latent variables for the unannotated frames including pose-IDs and part locations, 2) model parameters shared by all training samples such as weights for HOG and HOF features, canonical part locations of each pose, coefficients penalizing pose-transition and part-deformation. To learn these parameters, we introduce a semi-supervised structural SVM algorithm that iterates between two steps: 1) learning (updating) model parameters using labeled data by solving a structural SVM optimization, and 2) imputing missing variables (i.e., detecting actions on unlabeled frames) with parameters learned from the previous step and progressively accepting high-score frames as newly labeled examples. This algorithm belongs to a family of optimization methods known as the Concave-Convex Procedure (CCCP) that converge to a local optimal solution. The inference algorithm consists of two components: 1) Detecting top candidates for the pose templates, and 2) computing the sequence of pose templates. Both are done by dynamic programming or, more precisely, beam search. In experiments, we demonstrate that this method is capable of discovering salient poses of actions as well as interactions with contextual objects. We test our method on several public action data sets and a challenging outdoor contextual action data set collected by ourselves. The results show that our model achieves comparable or better performance compared to state-of-the-art methods.

The role of hydrolases in the loss of firmness and of the changes in sugar content during the post-harvest maturation of Carica papaya L. var solo 8.

Fruit ripening is associated with many hydrolase activities involved in the softening of the fruit during the maturation. This study investigates the relationship between the loss of firmness along with the changes of sugar content and the enzymatic activities in Carica papaya L.var solo 8 during post-harvest storage. Three maturation stages (green immature: the fruit is entirely green, green mature: the fruit shows 1/32 yellow skin and fully mature: the fruit shows 1/8 yellow skin) have been selected and stored at 15, 22 and 28 °C. The reduction of fruit firmness, total sugar contents, refractive index (% Brix) and enzymatic activities were measured. Low enzymatic activities (0.035 µmol/min/mg) were recorded in fruit harvested at the green immature stage with no significant (p ≥ 0.05) effect on the softening while fruit harvested at the green mature and fully mature stages showed enzymatic activities 7 times as high as those of the green immature stage. These high enzymatic activities were responsible for the loss of firmness of the fruit. Accordingly, papayas at the green mature and fully mature stages displayed higher maxima of sugar content (4.8 g/100 g at 28 °C at day 12, and 10.2 g/100 g at 22 °C at day 8, respectively) at higher temperatures. Meanwhile in green immature papayas, the maximum was only 4.3 g/100 g at 22 °C and day 12 of storage. The results show that the loss of firmness of the papaya was highly related to the hydrolytic enzyme activities and the sweet taste to the presence of simple sugars such as galactose liberated from the polysaccharide complexes.