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INTRODUCTION: Machine learning (ML) models may offer a novel solution to reducing postoperative complication rates and improving post-surgical outcomes after total joint arthroplasty (TJA). However, the variety of different ML models that exist paired with the increasing number of potential inputs can make the implementation of this tool challenging. Therefore, we conducted a systematic review to assess the most optimal inputs of different ML models in predicting postoperative (1) medical outcomes, (2) orthopedic outcomes, and (3) patient-reported outcome measures (PROMs) after total joint arthroplasty. METHODS: The PubMed, MEDLINE, EBSCOhost, and Google Scholar databases were utilized to identify all studies evaluating ML models predicting outcomes following TJA between January 1, 2000, and June 23, 2023 (PROSPERO study protocol registration: CRD42023437586). The mean risk of bias in non-randomized studies-of interventions score, was 13.8 ± 0.5. Our initial query yielded 656 articles, of which 25 articles aligned with our aims, examining over 20 machine learning models and 1,555,300 surgeries. The area under the curve (AUC), accuracy, inputs, and the importance of each input were reported. RESULTS: Twelve studies evaluating medical complications with 13 ML models reported AUCs ranging from 0.57 to 0.997 and accuracy between 88% and 99.98%. Key predictors included age, hyper-coagulopathy, total number of diagnoses, admission month, and malnutrition. Five studies evaluating orthopedic complications with 10 ML models reported AUCs from 0.49 to 0.93 and accuracy ranging from 92 to 97%, with age, BMI, CCI, AKSS scores, and height identified as key predictors. Ten studies evaluating PROMs comprising of 12 different ML models had an AUC ranging from 0.453 to 0.97 ranked preoperative PROMs as the post-predictive input. Overall, age was the most predictive risk factor for complications post-total joint arthroplasty (TJA). CONCLUSION: These studies demonstrate the predictive capabilities of these models for anticipating complications and outcomes. Furthermore, these studies also highlight ML models' ability to identify non-classical variables not commonly considered in addition to confirming variables known to be crucial. To advance the field, forthcoming research should adhere to established guidelines for model development and training, employ industry-standard input parameters, and subject their models to external validity assessments.
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Background: The role of biceps tenodesis (BT) during open reduction internal fixation (ORIF) of proximal humerus fractures (PHFs) remains unclear. A subset of patients undergoing ORIF have persistent pain with unclear etiology. The purpose of our study was to compare outcomes of ORIF of PHFs with and without concomitant BT. We hypothesize patients undergoing BT at the time of ORIF will have improved patient-reported outcome scores with fewer secondary procedures related to treatment of the biceps. Methods: In this retrospective cohort study, all patients undergoing ORIF for a PHF at a single level one trauma center from January 2019 to June 2022 were reviewed. Patients under the age of 18 were excluded. Primary outcomes were patient-reported outcomes measurement information system physical function, depression, and pain interference scores at 5 time points up to final follow-up. Secondary outcomes included total operative time, complications, subsequent procedures, steroid injections, and range of motion. Chi-square tests were performed for categorical values and paired t-tests for continuous variables. Results: 71 patients met inclusion criteria: 41 undergoing ORIF without BT and 30 undergoing ORIF with BT. Average follow-up was 11 months. There were no statistically significant differences in patient demographics between groups. There were no differences in patient-reported outcomes measurement information system scores at any time point postoperatively. At final follow-up patients in the ORIF with BT group had higher forward flexion than those who did not undergo BT (142 vs. 123 degrees, respectively, P < .02). There were no differences in surgical time, revision rates, postsurgical complications, or postoperative injections between groups. Conclusion: BT performed during ORIF of PHFs did not result in significantly different functional or patient-reported outcomes between groups, except for greater forward flexion at final follow-up. Although BT was done more commonly in severe PHFs, patients in both groups had similar rates of subsequent biceps-related procedures and revision surgery.
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Feature attribution, the ability to localize regions of the input data that are relevant for classification, is an important capability for ML models in scientific and biomedical domains. Current methods for feature attribution, which rely on "explaining" the predictions of end-to-end classifiers, suffer from imprecise feature localization and are inadequate for use with small sample sizes and high-dimensional datasets due to computational challenges. We introduce prospector heads, an efficient and interpretable alternative to explanation-based attribution methods that can be applied to any encoder and any data modality. Prospector heads generalize across modalities through experiments on sequences (text), images (pathology), and graphs (protein structures), outperforming baseline attribution methods by up to 26.3 points in mean localization AUPRC. We also demonstrate how prospector heads enable improved interpretation and discovery of class-specific patterns in input data. Through their high performance, flexibility, and generalizability, prospectors provide a framework for improving trust and transparency for ML models in complex domains.
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Key Clinical Message: Although a forehead lift is generally a safe surgery, it has well-known complications. Iatrogenic SO paresis is one of the rare complications following forehead lifting procedures which almost resolves spontaneously. Abstract: This report aims to introduce a woman with superior oblique (SO) muscle paresis following the brow and forehead lift procedure. A 30-year-old woman with a history of brow and forehead lift surgery was referred to the ophthalmic emergency department complaining of vertical diplopia. A right eye hypertropia was obvious at the left gaze. A Park's three-step test showed right eye superior oblique paresis. Other ophthalmic examinations including slit-lamp examination, tonometry, and dilated fundoscopy were unremarkable for both eyes. After a 3-month follow-up period, she had no diplopia. No sign of SO paresis was apparent in her ocular motility examinations. Iatrogenic SO paresis is one of the rare complications following forehead lifting procedures which almost resolves spontaneously.
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Laminated barriers incorporating metal sheets provide effective protection for space-restricted radiotherapy centers. This study aimed to assess photoneutron contamination in smaller vaults protected by different compositions of multilayer barriers during simulated pelvic radiotherapy with 18 MV photon beams. Monte Carlo Simulations of 18 MV LINAC (Varian 2100 C/D) and Medical Internal Radiation Dose (MIRD) phantom were used to assess photoneutron contamination within reconstructed vaults incorporating different combinations of metal sheet and borated polyethylene (BPE) during pelvic radiotherapy. The findings highlight a 3.27 and 2.91 times increase in ambient neutron doseHn*(10) along the maze of reconstructed vaults that use lead and steel sheets, respectively, compared to concrete. TheHn*(10) outside the treatment room increased after incorporating a metal sheet, but it remained within the permissible limit of 20µSv/week for uncontrolled areas adjacent to the LINAC bunker, even with a workload of 1000Gy/week. Neutron equivalent doses in the patient's organs ranged from 0.22 to 0.96 mSv Gy-1. There is no notable distinction in the organ's neutron equivalent dose, fatal cancer risk, secondary radiation-induced cancer risk, and cancer mortality for various laminated barrier compositions. Furthermore, the use of metal sheets for vault wall reconstruction keeps the variation in cancer risk induced by photoneutrons below 6%, while risks of fatal cancer and cancer mortality vary less than 11%. While the metal portion of the laminated barrier raises the neutron dose, the addition of a BPE plate reduces concerns of increased effective dose and secondary malignancy risk.
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Método de Monte Carlo , Nêutrons , Imagens de Fantasmas , Dosagem Radioterapêutica , Humanos , Fótons/uso terapêutico , Aceleradores de Partículas , Simulação por Computador , Polietileno/química , Proteção Radiológica/métodos , Doses de Radiação , Radioterapia/métodosRESUMO
Aerosol emission by wind erosion in the arid and semi-arid areas of the world, is of environmental and health significance. Different methods have been used to mitigate aerosol emission among which the biological methods may be the most efficient ones. Although previously investigated, more research is essential to determine how the use of exopolysaccharide (biocrust)-producing cyanobacteria may affect soil physical properties. The objective was to investigate the effects of the cyanobacteria, Microcoleus vaginatus ATHK43 (identified and registered by the NCBI accession number MW433686), on soil physical properties of a sandy soil 15, 30, 60, and 90 d after inoculation. The effects of cyanobacterial biocrust on soil properties including shear strength, soil resistance, aggregate stability (mean weight diameter (MWD) and geometric mean diameter (GMD)), and wind erosion were determined in trays using a wind tunnel. Cyanobacterial inoculation significantly increased MWD (0-1 cm depth, from 0.12 mm to 0.47 mm) and GMD (from 0.3 to 0.5 mm) after a period of 90 d. Biocrust production significantly decreased soil erosion from 55.7 kgm- 2 to 0.3 kgm- 2 (wind rate of 50 kmh- 1), and from 116.42 kgm- 2 to 0.6 kgm- 2 (wind rate of 90 kmh- 1) after 90 d. In conclusion, cyanobacterial biocrust can significantly improve soil physical properties in different parts of the world including the deserts, and reduce aerosol emission by mitigating the destructive effects of wind erosion on soil physical properties.
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This research investigates the interactions between a novel environmentally friendly chemical fluid consisting of Xanthan gum and bio-based surfactants, and crude oil. The surfactants, derived from various leaves using the spray drying technique, were characterized using Fourier-transform infrared (FTIR) spectroscopy, zeta potential analysis, Dynamic light scattering, and evaluation of critical micelle concentration. Static emulsion tests were conducted to explore the emulsification between crude oil and the polymer-surfactant solution. Analysis of the bulk oil FTIR spectra revealed that saturated hydrocarbons and light aromatic hydrocarbons exhibited a higher tendency to adsorb onto the emulsion phase. Furthermore, the increased presence of polar hydrocarbons in emulsion phases generated by polar surfactants confirmed the activation of electrostatic forces in fluid-fluid interactions. Nuclear magnetic resonance spectroscopy showed that the xanthan solution without surfactants had a greater potential to adsorb asphaltenes with highly fused aromatic rings, while the presence of bio-based surfactants reduced the solution's ability to adsorb asphaltenes with larger cores. Microfluidic tests demonstrated that incorporating surfactants derived from Morus nigra and Aloevera leaves into the xanthan solution enhanced oil recovery. While injection of the xanthan solution resulted in a 49.8% recovery rate, the addition of Morus nigra and Aloevera leaf-derived surfactants to the xanthan solution increased oil recovery to 58.1% and 55.8%, respectively.
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BACKGROUND AND OBJECTIVES: Traumatic brain injury (TBI) is a leading cause of disability in the United States. Limited research exists on the influence of area-level socioeconomic status and outcomes after TBI. This study investigated the correlation between the Area Deprivation Index (ADI) and (1) 90-day hospital readmission rates, (2) facility discharge, and (3) prolonged (≥5 days) hospital length of stay (LOS). METHODS: Single-center retrospective review of adult (18 years or older) patients who were admitted for TBI during 2018 was performed. Patients were excluded if they were admitted for management of a chronic or subacute hematoma. We extracted relevant clinical and demographic data including sex, comorbidities, age, body mass index, smoking status, TBI mechanism, and national ADI. We categorized national ADI rankings into quartiles for analysis. Univariate, multivariate, and area under the receiver operating characteristic curve (AUROC) analyses were performed to assess the relationship between ADI and 90-day readmission, hospital LOS, and discharge disposition. RESULTS: A total of 523 patients were included in final analysis. Patients from neighborhoods in the fourth ADI quartile were more likely to be Black (P = .007), have a body mass index ≥30 kg/m2 (P = .03), have a Charlson Comorbidity Index ≥5 (P = .004), and have sustained a penetrating TBI (P = .01). After controlling for confounders in multivariate analyses, being from a neighborhood in the fourth ADI quartile was independently predictive of 90-day hospital readmission (odds ratio [OR]: 1.35 [1.12-1.91], P = .011) (model AUROC: 0.82), discharge to a facility (OR: 1.46 [1.09-1.78], P = .03) (model AUROC: 0.79), and prolonged hospital LOS (OR: 1.95 [1.29-2.43], P = .015) (model AUROC: 0.85). CONCLUSION: After adjusting for confounders, including comorbidities, TBI mechanism/severity, and age, higher ADI was independently predictive of longer hospital LOS, increased risk of 90-day readmission, and nonhome discharge. These results may help establish targeted interventions to identify at-risk patients after TBI.
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BACKGROUND: The prevalence of reverse total shoulder arthroplasty (rTSA) has grown rapidly. As indications for the procedure expand, the proportion of patients who have satisfactory outcomes after rTSA has not been well defined. This systematic literature review explores overall patient satisfaction after rTSA and defines patient satisfaction based on indication for surgery. METHODS: A literature search was performed for studies describing patient satisfaction after rTSA in accordance with Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines. Papers were included if they investigated patient satisfaction after rTSA at a minimum of 2-year follow-up. Data were collected on patient demographics, including age, gender, and body mass index. Follow-up duration, indication for surgery, and patient reported outcome measures relating to patient satisfaction were also recorded. RESULTS: There were a total of 5234 patients and 5288 shoulders from the 45 included studies. The overall study population was 61.2% female and the average age was 71.1 years (range 23-99). Satisfaction results were recorded at final follow-up, with average follow-up of 49.1 months (range 24-228). Overall patient satisfaction ranged from 77.7% to 87.8%, depending on patient satisfaction patient reported outcome measures. When stratified by diagnosis, patients with a diagnosis of glenohumeral osteoarthritis (GHOA) rated better satisfaction on all metrics when compared to patients with a diagnosis of cuff tear arthropathy or massive rotator cuff tear. CONCLUSION: This systematic review demonstrated that patients who undergo rTSA for either GHOA, cuff tear arthropathy, or massive rotator cuff tear are generally satisfied with their procedure, with the rate of satisfaction highest in GHOA. Focusing on patient satisfaction may provide the best overall assessment of health care quality in a very understandable and tangible form. Overall satisfaction rate is valuable information for patient education and can be utilized as part of effective surgical counseling.
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BACKGROUND: Artificial intelligence (AI) uses computer systems to simulate cognitive capacities to accomplish goals like problem-solving and decision-making. Machine learning (ML), a branch of AI, makes algorithms find connections between preset variables, thereby producing prediction models. ML can aid shoulder surgeons in determining which patients may be susceptible to worse outcomes and complications following shoulder arthroplasty (SA) and align patient expectations following SA. However, limited literature is available on ML utilization in total shoulder arthroplasty (TSA) and reverse TSA. METHODS: A systematic literature review in accordance with PRISMA guidelines was performed to identify primary research articles evaluating ML's ability to predict SA outcomes. With duplicates removed, the initial query yielded 327 articles, and after applying inclusion and exclusion criteria, 12 articles that had at least 1 month follow-up time were included. RESULTS: ML can predict 30-day postoperative complications with a 90% accuracy, postoperative range of motion with a higher-than-85% accuracy, and clinical improvement in patient-reported outcome measures above minimal clinically important differences with a 93%-99% accuracy. ML can predict length of stay, operative time, discharge disposition, and hospitalization costs. CONCLUSION: ML can accurately predict outcomes and complications following SA and healthcare utilization. Outcomes are highly dependent on the type of algorithms used, data input, and features selected for the model. LEVEL OF EVIDENCE: III.
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INTRODUCTION: Despite recent efforts to increase the participation of women in orthopaedic surgery, there remains a gender gap, particularly when compared with other medical specialties. Acting as a principal investigator (PI) in a clinical trial can give physicians notable exposure and national recognition, which can improve their chances of promotion and tenure. This study aims to assess the proportion of women serving as PIs in pediatric orthopaedic clinical trials, examine associated trial characteristics, and explore geographic distribution. METHODS: A cross-sectional analysis of clinical trials was conducted using data from the ClinicalTrials.gov registry. Specific search terms were used to identify pediatric orthopaedic trials. Data on trial characteristics, including phase, status, funding source, and intervention type, were collected. PI sex was determined using Genderize.io, an application program interface that predicts the sex of individuals based on their name, and the geographic distribution of women PIs was examined. RESULTS: From 2007 to 2022, women PIs increased from zero to 26.86%. The United States saw no significant increase (ß = 1.553; P = 0.125), but international trials did (ß = 2.845; P = 0.008). Women PIs led more active/completed trials and trials with behavioral/other interventions. Geographic analysis showed higher representation in North America (38.47%), especially the Northeast (28.17%) and West (25.35%). The United States had 28.74% women PIs, with California (15.49%) leading. CONCLUSION: Progress toward gender parity in pediatric orthopaedic research is evident; however, disparities still exist. Efforts to provide additional research opportunities for women in orthopaedics may be crucial in attracting and retaining diverse talent in the field. Targeted initiatives may have potential in achieving equal representation in orthopaedics.
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Ensaios Clínicos como Assunto , Ortopedia , Médicas , Humanos , Estudos Transversais , Feminino , Médicas/estatística & dados numéricos , Estados Unidos , Pesquisadores , Pediatria , Sistema de Registros , Criança , MasculinoRESUMO
This study involves the development of a new nanocomposite material for use in biological applications. The nanocomposite was based on tragacanth hydrogel (TG), which was formed through cross-linking of Ca2+ ions with TG polymer chains. The utilization of TG hydrogel and silk fibroin as natural compounds has enhanced the biocompatibility, biodegradability, adhesion, and cell growth properties of the nanobiocomposite. This advancement makes the nanobiocomposite suitable for various biological applications, including drug delivery, wound healing, and tissue engineering. Additionally, Fe3O4 magnetic nanoparticles were synthesized in situ within the nanocomposite to enhance its hyperthermia efficiency. The presence of hydrophilic groups in all components of the nanobiocomposite allowed for good dispersion in water, which is an important factor in increasing the effectiveness of hyperthermia cancer therapy. Hemolysis and 3-(4,5 dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide assays were conducted to evaluate the safety and efficacy of the nanobiocomposite for in-vivo applications. Results showed that even at high concentrations, the nanobiocomposite had minimal hemolytic effects. Finally, the hyperthermia application of the hybrid scaffold was evaluated, with a maximum SAR value of 41.2 W/g measured in the first interval.
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Fibroínas , Hipertermia Induzida , Tragacanto , Alicerces Teciduais , Hidrogéis , Fenômenos MagnéticosRESUMO
BACKGROUND: As the population ages, revision total hip arthroplasty (rTHA) is becoming more common. However, there is a paucity of literature regarding perioperative outcomes following inpatient versus outpatient rTHA. Our study aims to compare perioperative complications and readmission rates associated with rTHA in a large national cohort. METHODS: A retrospective, propensity-matched cohort study was conducted using the National Surgical Quality Improvement Program database from 2006 to 2020. Patients undergoing rTHA in the inpatient setting were propensity matched to patients receiving rTHA in the outpatient setting. Following 1:1 matching, multivariate analyses were performed to compare perioperative complications and readmission. RESULTS: A total of 207,102 patients were identified, including 181,164 outpatient primary THA, 25,466 inpatient rTHA, and 492 outpatient rTHA patients. Following propensity matching, outpatient primary THA versus outpatient rTHA had 210 patients and inpatient rTHA versus outpatient rTHA had 214 patients. Patients in the outpatient rTHA had a significantly higher operative time (132.4 ± 73.2 versus 90.9 ± 32.7, p < 0.001) and length of stay (1.6 ± 1.6 vs. 0.9 ± 1.0, p < 0.001) compared to outpatient primary THA. When comparing inpatient versus outpatient rTHA, the outpatient cohort had lower operative time (131.1 ± 70.9 vs. 145.4 ± 71.5, p = 0.038), total length of stay (1.7 ± 1.8 vs. 3.6 ± 4.1, p < 0.001), and bleeding complications (6% vs. 18%, p < 0.001). CONCLUSION: There were no difference in the odds of complications between outpatient primary and revision THA. Additionally, rTHA performed in an outpatient setting did not show any increase in immediate compared to inpatient settings. These findings suggest that rTHA can be safely performed on certain patients.
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Artroplastia de Quadril , Humanos , Artroplastia de Quadril/efeitos adversos , Estudos de Coortes , Estudos Retrospectivos , Pacientes Internados , Pacientes Ambulatoriais , Reoperação/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologiaRESUMO
Grid therapy recently has been picking momentum due to favorable outcomes in bulky tumors. This is being termed as Spatially Fractionated Radiation Therapy (SFRT) and lattice therapy. SFRT can be performed with specially designed blocks made with brass or cerrobend with repeated holes or using multi-leaf collimators where dosimetry is uncertain. The dosimetric challenge in grid therapy is the mystery behind the lower percentage depth dose (PDD) in grid fields. The knowledge about the beam quality, indexed by TPR20/10 (Tissue Phantom Ratio), is also necessary for absolute dosimetry of grid fields. Since the grid may change the quality of the primary photons, a new [Formula: see text] should be evaluated for absolute dosimetry of grid fields. A Monte Carlo (MC) approach is provided to resolving the dosimetric issues. Using 6 MV beam from a linear accelerator, MC simulation was performed using MCNPX code. Additionally, a commercial grid therapy device was used to simulate the grid fields. Beam parameters were validated with MC model for output factor, depth of maximum dose, PDDs, dose profiles, and TPR20/10. The electron and photon spectra were also compared between open and grid fields. The dmax is the same for open and grid fields. The PDD with grid is lower (~ 10%) than the open field. The difference in TPR20/10 of open and grid fields is observable (~ 5%). Accordingly, TPR20/10 is still a good index for the beam quality in grid fields and consequently choose the correct [Formula: see text] in measurements. The output factors for grid fields are 0.2 lower compared to open fields. The lower depth dose with grid therapy is due to lower depth fluence with scatter radiation but it does not impact the dosimetry as the calibration parameters are insensitive to the effective beam energies. Thus, standard dosimetry in open beam based on international protocol could be used.
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Fótons , Radiometria , Radiometria/métodos , Fótons/uso terapêutico , Elétrons , Imagens de Fantasmas , Método de Monte Carlo , Aceleradores de Partículas , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por ComputadorRESUMO
INTRODUCTION: To evaluate the readability of surgical clinical trial consent forms and compare readability across surgical specialties. METHODS: We conducted a cross-sectional analysis of surgical clinical trial consent forms available on ClinicalTrials.gov to quantitatively evaluate readability, word count, and length variations among different specialties. The analysis was performed between November 2022 and January 2023. A total of 386 surgical clinical trial consent forms across 14 surgical specialties were included. RESULTS: The main outcomes were language complexity (measured using Flesch-Kincaid Grade Level), number of words (measured as word count), time to read (measured at reading speeds of 240 per min), and readability (measured by Flesch Reading Ease Score, Gunning Frog Index, Simple Measures of Gobbledygook Index, FORCAST, and Automated Readability Index). The surgical consent forms were a mean (standard deviation) of 2626 (1668) words long, with a mean of 12:53 min to read at 240 words per min. None of the surgical specialties had an average readability level of sixth grade or lower across all six indices, and only 16 out of 386 (4%) clinical trials met the recommended reading level. Furthermore, there was no significant difference in reading grade level between surgical specialties based on the Flesch-Kincaid Grade Level and Flesch Reading Ease indices. CONCLUSIONS: Our findings suggest that current surgical clinical trial consent documents are too long and complex, exceeding the recommended sixth-grade reading level. Ensuring readable clinical trial consent forms is not only ethically responsible but also crucial for protecting patients' rights and well-being by facilitating informed decision-making.
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Termos de Consentimento , Especialidades Cirúrgicas , Humanos , Compreensão , Estudos Transversais , Consentimento Livre e Esclarecido , InternetRESUMO
BACKGROUND: Stroke education materials are crucial for the recovery of stroke patients, but their effectiveness depends on their readability. The American Medical Association (AMA) recommends patient education materials be written at a sixth-grade level. Studies show existing paper and online materials exceed patients' reading levels and undermine their health literacy. Low health literacy among stroke patients is associated with worse health outcomes and decreased efficacy of stroke rehabilitation. OBJECTIVE: We reviewed the readability of paper (i.e brochures, factsheets, posters) and online (i.e American Stroke Association, Google, Yahoo!) stroke patient education materials, reading level of stroke patients, accessibility of online health information, patients' perceptions on gaps in stroke information, and provided recommendations for improving readability. METHOD: A PRISMA-guided systematic literature review was conducted using PUBMED, Google Scholar, and EbscoHost databases and "stroke", "readability of stroke patient education", and "stroke readability" search terms to discover English-language articles. A total of 12 articles were reviewed. RESULTS: SMOG scores for paper and online material ranged from 11.0 - 12.0 grade level and 7.8 - 13.95 grade level respectively. Reading level of stroke patients ranged from 3rd grade to 9th grade level or above. Accessibility of online stroke information was high. Structured patient interviews illustrated gaps in patient education materials and difficulty with comprehension. CONCLUSION: Paper and online patient education materials exceed the reading level of stroke patients and the AMA recommended 6th grade level. Due to limitations in readability, stroke patients are not being adequately educated about their condition.
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Letramento em Saúde , Acidente Vascular Cerebral , Humanos , Estados Unidos , Compreensão , Acidente Vascular Cerebral/terapia , Educação de Pacientes como AssuntoRESUMO
BACKGROUND: External beam radiation therapy has a number of deleterious effects on the body, and a number of post-operative complications have been reported for several surgeries including total knee arthroplasty. However, few studies have investigated the impact of external beam radiation therapy for total shoulder arthroplasty (TSA). Our study aimed to assess the systemic and joint complications associated with TSA in patients with prior radiation exposures, as well as evaluate the surgical outcomes of radiation patients compared to non-radiation TSA patients. MATERIALS AND METHODS: A retrospective cohort analysis was conducted using the TriNetX Analytics Network. A 1:1 propensity score matching function was utilized to create two cohorts with matched baseline characteristics within the TriNetX network. Comparisons of the primary and secondary outcomes between the two cohorts were made using odds ratios. A p value of < 0.05 was determined to be significant. RESULTS: A total of 75,510 patients that received TSA were identified with 1505 having a history of radiation therapy (RT) and 73,605 with no radiation therapy (non-RT). After propensity matching, both groups contained 1484 patients. RT patients were at higher risk for developing prosthetic joint infection, acute renal failure, altered mental state, cerebrovascular event, DVT, PE, pneumonia, respiratory failure, and UTI compared to non-RT patients at different time points (p < 0.5). CONCLUSION: Patients with prior history of external beam radiation undergoing TSA had a higher risk of systemic complications and prosthetic joint infection compared to patients without a prior history. These complications suggest a more complicated post-operative management course for these patients.
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Artroplastia do Ombro , Articulação do Ombro , Humanos , Estudos Retrospectivos , Artroplastia do Ombro/efeitos adversos , Estudos de Coortes , Articulação do Ombro/cirurgia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Resultado do TratamentoRESUMO
BACKGROUND: Limited data exists on whether patients older than 70 can safely be discharged within a day (rapid discharge (RD)) following primary total hip arthroplasty (THA). The purpose of this study was to compare perioperative complications and readmission rates associated with RD in patients ≥70 years compared to longer lengths of stay following THA. METHODS: A retrospective, propensity-matched cohort study was conducted using the National Surgical Quality Improvement Program database from 2006 to 2020. Patients ≥70 years undergoing RD following THA were propensity matched to patients ≥70 years who had longer hospital stays (nonrapid discharge). Sub-analyses were performed for septuagenarians and octogenarians. Following 1:1 matching, multivariate analyses were performed to compare perioperative complications and readmissions. Following propensity matching, both groups contained 2,192 patients. RESULTS: The RD patients were found to have shorter operative times (P < .001), less bleeding complications (P < .001), and were more likely to have home discharges (P < .001). The 2 cohorts did not differ in the remaining complications or 30-day postoperative period readmissions among all patients and when evaluating septuagenarians and octogenarians. CONCLUSION: Patients ≥70 years undergoing RD following THA had comparable complication and readmission rates to patients older than 70 undergoing nonrapid discharge. Furthermore, RD patients were more likely to have home discharges and have shorter operations with less bleeding complications. Septuagenarians receiving RD were more likely to have an unplanned readmission. These data suggest that RD following THA can be performed safely in select patients older than 70.
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Artroplastia de Quadril , Idoso de 80 Anos ou mais , Humanos , Artroplastia de Quadril/efeitos adversos , Estudos de Coortes , Estudos Retrospectivos , Alta do Paciente , Octogenários , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Fatores de Risco , Readmissão do Paciente , Tempo de InternaçãoRESUMO
Key Clinical Message: Infiltrative optic neuropathy in hemophagocytic lymphohistiocytosis is rare but could potentially lead to visual loss. Cytomegalovirus (CMV) optic neuritis, drug toxicity, and CNS involvement with increased intracranial pressure (ICP) are differential diagnoses that have to be considered. Abstract: In this report, we introduced a known case of hemophagocytic lymphohistiocytosis (HLH) with progressive visual loss due to bilateral optic nerve head (ONH) involvement. A 9-year-old boy with a history of HLH from 6 months ago was referred to the ophthalmic emergency department with a complaint of painless progressive blurred vision in his right eye. The fundus examination found an optic disc swelling and peripapillary hemorrhage in the right eye. The left fundus examination showed a mild ONH blurred margin. Systemic evaluations including brain and orbital MRI with gadolinium enhancement and CSF analysis showed optic nerve and brain involvement with tumoral cells. Despite systemic chemotherapy with etoposide, the disease had a progressive course so in the last follow-up visit, fundus examination revealed disc swelling, retinal edema, and epiretinal hemorrhage in both eyes and visual acuity deteriorated to no light perception and counting fingers in the right and left eye, respectively. ONH involvement in HLH is rare but could be sight-threatening. Differential diagnoses that should be investigated include neoplastic infiltrative optic neuropathy, cytomegalovirus (CMV) optic neuritis, drug toxicity, and CNS involvement with increased intracranial pressure (ICP).
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BACKGROUND: Serving as a principal investigator for a clinical trial can bring national visibility and recognition to physicians, and it can have a substantial impact on their promotion and tenure. In the field of orthopaedics, there is a well-known gender gap in terms of representation and leadership. Examining the representation of women in clinical trial leadership may help to inform and enable the design of targeted interventions and policies to foster a more inclusive and diverse environment in clinical trial leadership. QUESTIONS/PURPOSES: (1) What is the proportion of women principal investigators in orthopaedic clinical trials, and has this changed over time? (2) Are there trial characteristics (trial phase, status, funding source, and intervention) associated with women principal investigators? (3) What is the geographic distribution globally and regionally within the United States of clinical trials led by women principal investigators? METHODS: A cross-sectional survey of clinical trials using the ClinialTrials.gov registry and results database provided by the NIH was performed on August 22, 2022. Trial characteristics included principal investigator names and gender, trial phase, type, funding source, intervention, and location (defined by continent and US Census region). Our primary outcome was the overall proportion of women orthopaedic principal investigators over time. We assessed this by comparing the proportion of women principal investigators from 2007 to 2022. Our secondary outcomes were trial characteristics (trial phase, status, funding source, and intervention) and geographic distribution (globally and within the United States) associated with women principal investigators. Baseline characteristics of the clinical trials were calculated using frequencies and percentages for categorical variables. Fisher exact tests were conducted to evaluate differences in gender proportions based on the included clinical trial characteristics. Univariate linear regression was applied to analyze trends in the annual proportion of women principal investigators over time. RESULTS: The overall proportion of women principal investigators was 18% (592 of 3246), and this proportion increased over the study period. Specifically, the proportion of women leading clinical trials was 13% (16 of 121) in 2007 and 22% (53 of 242) in 2022 (r2 = 0.68; p < 0.001). This trend was also observed when evaluating only US women principal investigators (r2 = 0.47; p = 0.003) and non-US women principal investigators over the study period (r2 = 0.298; p = 0.03). There was no difference in the distribution of trial phases between men and women principal investigators. Most men and women were involved in "not applicable" or Phase IV trials. Similarly, there was no difference in trial status or funding source. However, women principal investigators had a higher proportion of studies involving behavioral interventions (11% [67 of 592]) compared with men principal investigators (3% [74 of 2654]; p = 0.03). The proportion of women principal investigators over the study period by world region revealed a higher proportion of women principal investigators in Asia (23% [88 of 391]), followed by South America (24% [12 of 49]), North America (18% [306 of 1746]), and Europe (16% [136 of 833]). Among all US trials over the study period, the proportion of women principal investigators across the US Census region was Northeast (19% [62 of 329]), South (18% [90 of 488]), West (20% [97 of 492]), and Midwest (13% [22 of 168]). CONCLUSION: Although there has been a notable increase in the proportion of women principal investigators over time, the overall representation remains relatively low. The disparities observed in trial characteristics and geographic distribution of women principal investigators further emphasize the need for targeted interventions and policies to foster a more inclusive and diverse environment in clinical trial leadership. CLINICAL RELEVANCE: These results underscore the importance of adopting practices and strategies that foster gender equity in the leadership of orthopaedic clinical trials. By establishing mentorship and sponsorship programs, early-career women surgeons can be connected with experienced leaders, cultivating a supportive network and offering valuable career guidance. Additionally, addressing geographic disparities in the representation of women principal investigators can involve the implementation of mentorship and sponsorship programs in regions with lower representation.