Admission of Upper Extremity Injuries Presenting to the Emergency Department: An NEISS Study.

BACKGROUND: Upper extremity injuries account for 36.5% of presentations to the emergency department in the United States. This study seeks to determine current rates of upper extremity injuries that present to the emergency department and the injury characteristics of patients requiring admission. METHODS: National Electronic Injury Surveillance System was queried for a 10-year period for upper extremity injuries. Further analysis was done to evaluate specific patient demographics, injury characteristics, and mechanisms of injury of those patients who were admitted to the hospital. RESULTS: Between 2012 and 2021, 39 160 365 persons are estimated to have presented to 100 United States emergency departments for managing upper extremity injuries, accounting for 28.8% of total presentations. A total of 12 662 041 upper extremity patients were pediatric (32.3%). Admissions occurred in 4.6% of presentations. The most common presenting diagnosis was laceration (24.9%), while the most common admission diagnosis was fracture (49.7%). The majority had injuries involving their forearms (19.9%). The most common injury-associated consumer product group was stairs, ramps, landings, and floors at 28.5%. Of the 445 644 patients, those estimated to have been injured by stairs, ramps, landings, and floors adults were 429 435 or 96.4%. The most common injury-associated product in pediatric populations was playground equipment (23.6%), of which 53.7% was from monkey bars and other climbing apparatuses. CONCLUSION: This study demonstrates an overall increase in admissions for upper extremity injuries in the setting of similar rates of overall upper extremity injuries with fractures and forearm being the most common diagnosis and body part involved, respectively. LEVEL OF EVIDENCE: IV; Database.

Bioinspired Hierarchical Carbon Structures as Potential Scaffolds for Wound Healing and Tissue Regeneration Applications.

Engineered bio-scaffolds for wound healing provide an attractive treatment option for tissue engineering and traumatic skin injuries since they can reduce dependence on donors and promote faster repair through strategic surface engineering. Current scaffolds present limitations in handling, preparation, shelf life, and sterilization options. In this study, bio-inspired hierarchical all-carbon structures comprising carbon nanotube (CNT) carpets covalently bonded to flexible carbon fabric have been investigated as a platform for cell growth and future tissue regeneration applications. CNTs are known to provide guidance for cell growth, but loose CNTs are susceptible to intracellular uptake and are suspected to cause in vitro and in vivo cytotoxicity. This risk is suppressed in these materials due to the covalent attachment of CNTs on a larger fabric, and the synergistic benefits of nanoscale and micro-macro scale architectures, as seen in natural biological materials, can be obtained. The structural durability, biocompatibility, tunable surface architecture, and ultra-high specific surface area of these materials make them attractive candidates for wound healing. In this study, investigations of cytotoxicity, skin cell proliferation, and cell migration were performed, and results indicate promise in both biocompatibility and directed cell growth. Moreover, these scaffolds provided cytoprotection against environmental stressors such as Ultraviolet B (UVB) rays. It was seen that cell growth could also be tailored through the control of CNT carpet height and surface wettability. These results support future promise in the design of hierarchical carbon scaffolds for strategic wound healing and tissue regeneration applications.

The Accuracy of Point-of-Care Ultrasound in the Diagnosis of Acute Cholecystitis.

PURPOSE: Acute cholecystitis (AC) affects 50-200 000 patients per year. Early surgery is the treatment of choice for AC. Therefore, timely diagnosis is important to begin proper management. Recently, emergency departments have adopted point-of-care ultrasound (POCUS) for the initial evaluation of AC. The accuracy of POCUS for AC has not been well studied. METHODS: Patients receiving POCUS for evaluation of AC in the emergency department at our tertiary care institution for 2 years were considered. Patients with previous biliary diagnoses were excluded. Patients were deemed to have AC from a recorded POCUS result or 2/3 of the following POCUS findings: pericholecystic fluid, gallbladder wall hyperemia, and sonographic Murphy's sign. Formal ultrasound and final diagnosis from surgical and pathology reports were used as gold standards for comparison. RESULTS: In total, 147 patients met inclusion criteria. POCUS had a sensitivity and specificity of .4 (95% CI: .1216-.7376) and .99 (.9483-.9982), respectively, when compared to a final diagnosis and .33 (.0749-.7007) and .94 (.8134-.9932) when compared to formal US. The modified Tokyo guidelines for suspicion of AC had a sensitivity of .2 (.0252-.5561) and specificity of .88 (.8173-.931) compared to the final diagnosis. CONCLUSION: Point-of-care ultrasound was not a better screening test than the modified Tokyo guidelines. We recommend a simplified screening approach for AC using clinical findings and laboratory data, followed by confirmatory formal imaging. This strategy could prevent unnecessary delays in surgical management and use of physician resources.

Lexicon Development for COVID-19-related Concepts Using Open-source Word Embedding Sources: An Intrinsic and Extrinsic Evaluation.

BACKGROUND: Scientists are developing new computational methods and prediction models to better clinically understand COVID-19 prevalence, treatment efficacy, and patient outcomes. These efforts could be improved by leveraging documented COVID-19-related symptoms, findings, and disorders from clinical text sources in an electronic health record. Word embeddings can identify terms related to these clinical concepts from both the biomedical and nonbiomedical domains, and are being shared with the open-source community at large. However, it's unclear how useful openly available word embeddings are for developing lexicons for COVID-19-related concepts. OBJECTIVE: Given an initial lexicon of COVID-19-related terms, this study aims to characterize the returned terms by similarity across various open-source word embeddings and determine common semantic and syntactic patterns between the COVID-19 queried terms and returned terms specific to the word embedding source. METHODS: We compared seven openly available word embedding sources. Using a series of COVID-19-related terms for associated symptoms, findings, and disorders, we conducted an interannotator agreement study to determine how accurately the most similar returned terms could be classified according to semantic types by three annotators. We conducted a qualitative study of COVID-19 queried terms and their returned terms to detect informative patterns for constructing lexicons. We demonstrated the utility of applying such learned synonyms to discharge summaries by reporting the proportion of patients identified by concept among three patient cohorts: pneumonia (n=6410), acute respiratory distress syndrome (n=8647), and COVID-19 (n=2397). RESULTS: We observed high pairwise interannotator agreement (Cohen kappa) for symptoms (0.86-0.99), findings (0.93-0.99), and disorders (0.93-0.99). Word embedding sources generated based on characters tend to return more synonyms (mean count of 7.2 synonyms) compared to token-based embedding sources (mean counts range from 2.0 to 3.4). Word embedding sources queried using a qualifier term (eg, dry cough or muscle pain) more often returned qualifiers of the similar semantic type (eg, "dry" returns consistency qualifiers like "wet" and "runny") compared to a single term (eg, cough or pain) queries. A higher proportion of patients had documented fever (0.61-0.84), cough (0.41-0.55), shortness of breath (0.40-0.59), and hypoxia (0.51-0.56) retrieved than other clinical features. Terms for dry cough returned a higher proportion of patients with COVID-19 (0.07) than the pneumonia (0.05) and acute respiratory distress syndrome (0.03) populations. CONCLUSIONS: Word embeddings are valuable technology for learning related terms, including synonyms. When leveraging openly available word embedding sources, choices made for the construction of the word embeddings can significantly influence the words learned.

Multi-walled carbon nanotube carpets as scaffolds for U87MG glioblastoma multiforme cell growth.

Carbon Nanotubes (CNTs) are known for effective adhesion, growth, and differentiation of bone, muscle, and cardiac cells. CNTs can provide excellent mechanical and electrical properties for cell scaffolding; however, loose CNTs can cause in-vivo toxicity. To suppress this risk, our team has developed biomimetic scaffolds with multiscale hierarchy where carpet-like CNT arrays are covalently bonded to larger biocompatible substrates. In this study, we investigated the interaction between glioblastoma multiforme (GBM) cells (U87MG) and our unique hierarchical CNT-coated scaffolds upon brain tumor cell proliferation. U87MG cells grown on un-modified carbon scaffolds grew in a bi-phasic fashion. Initially, the scaffolds prevented GBM cell growth; however, prolonged growth on such scaffolds significantly increased GBM cell proliferation. We further defined the importance of the hydrophobicity/hydrophilicity of the CNT-coated scaffolds in this cellular response by utilizing sodium-hypochlorite based bleach treatment prior to cellular exposure. This surface modification increased the hydrophilicity of the CNT-coated scaffolds and ameliorated the biphasic response of U87MG cells allowing for a normal growth curve. Findings highlight the importance of surface modification and wettability of the CNT-coated scaffolds for cell growth applications. The focus for this study was to determine whether scaffold surface features could modulate tumor-scaffold interactions, and thus to improve our understanding of and optimize successful development of future scaffold-based chemotherapy applications. Overall, it appears that the wettability of carbon scaffolds coated with CNTs is an important regulator of U87MG cellular growth. These findings will be important to consider when developing a potential chemotherapy-attached implant to be used post-surgical resection for GBM patient treatment.