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1.
bioRxiv ; 2023 Jul 02.
Article in English | MEDLINE | ID: mdl-37886533

ABSTRACT

IgG is a key mediator of immune responses throughout the human body, and the structure of the conserved glycan on the Fc region has been identified as a key inflammatory switch regulating its downstream effects. In particular, the absence of terminal sialic acid has been shown to increase the affinity of IgG for activating Fc receptors, cascading the inflammatory response in a variety of diseases and conditions. Previously, we have shown that IgG sialylation is mediated by B cell-extrinsic processes. Here, we show that the FcRn-mediated recycling pathway within endothelial cells is a critical modulator of IgG sialylation. Building a deeper understanding of how IgG sialylation is regulated will drive the development of novel therapeutics which dynamically tune IgG functionality in vivo.

2.
Plant Pathol ; 72(3): 536-547, 2023 Apr.
Article in English | MEDLINE | ID: mdl-38516179

ABSTRACT

Crop diseases can cause major yield losses, so the ability to detect and identify them in their early stages is important for disease control. Deep learning methods have shown promise in classifying multiple diseases; however, many studies do not use datasets that represent real field conditions, necessitating either further image processing or reducing their applicability. In this paper, we present a dataset of wheat images taken in real growth situations, including both field and glasshouse conditions, with five categories: healthy plants and four foliar diseases, yellow rust, brown rust, powdery mildew and Septoria leaf blotch. This dataset was used to train a deep learning model. The resulting model, named CerealConv, reached a 97.05% classification accuracy. When tested against trained pathologists on a subset of images from the larger dataset, the model delivered an accuracy score 2% higher than the best-performing pathologist. Image masks were used to show that the model was using the correct information to drive its classifications. These results show that deep learning networks are a viable tool for disease detection and classification in the field, and disease quantification is a logical next step.

3.
J Am Coll Emerg Physicians Open ; 3(1): e12650, 2022 Feb.
Article in English | MEDLINE | ID: mdl-35128532

ABSTRACT

OBJECTIVES: The predictive accuracy and clinical role of the focused assessment with sonography for trauma (FAST) exam in pediatric blunt abdominal trauma are uncertain. This study investigates the performance of the emergency department (ED) FAST exam to predict early surgical intervention and subsequent free fluid (FF) in pediatric trauma patients. METHODS: Pediatric level 1 trauma patients ages 0 to 15 years with blunt torso trauma at a single trauma center were retrospectively reviewed. After stratification by initial hemodynamic (HD) instability, the association of a positive FAST with (1) early surgical intervention, defined as operative management (laparotomy or open pericardial window) or angiography within 4 hours of ED arrival and (2) presence of FF during early surgical intervention was determined. RESULTS: Among 508 salvageable pediatric trauma patients with an interpreted FAST exam, 35 (6.9%) had HD instability and 98 (19.3%) were FAST positive. A total of 42 of 508 (8.3%) patients required early surgical intervention, and the sensitivity and specificity of FAST predicting early surgical intervention were 59.5% and 84.3%, respectively. The specificity and positive predictive value of FF during early surgical intervention in FAST-positive HD unstable patients increased from 50% and 90.9% at 4 hours after ED arrival to 100% and 100% at 2 hours after ED arrival, respectively. CONCLUSIONS: In this large series of injured children, a positive FAST exam improves the ability to predict the need for early surgical intervention, and accuracy is greater for FF in HD unstable patients 2 hours after arrival to the ED.

4.
Pediatr Emerg Med Pract ; 17(Suppl 6-2): 1-51, 2020 06 15.
Article in English | MEDLINE | ID: mdl-32530588

ABSTRACT

Burns are a significant cause of injury-induced morbidity and mortality in pediatric patients. The spectrum of management for pediatric burn victims is vast and relies heavily on both the classification of the burn and the body systems involved. The immediate focus of management includes resuscitation and stabilization, fluid management, and pain control. Additional focus includes decreasing the risk of infection as well as improving healing and cosmetic outcomes. Discharge care and appropriate follow-up instructions need to be communicated carefully in order to avoid long-standing complications. This supplement reviews methods for accurate classification and management of the full range of burns seen in pediatric patients.


Subject(s)
Burns/therapy , Emergency Medical Services/methods , Adolescent , Burns/complications , Burns/diagnosis , Burns/mortality , Child , Child, Preschool , Fluid Therapy/methods , Humans , Infant , Infant, Newborn , Pain Management/methods , Resuscitation/methods
5.
J Emerg Med ; 56(5): 554-559, 2019 May.
Article in English | MEDLINE | ID: mdl-30890373

ABSTRACT

BACKGROUND: Studies cite the incidence of pediatric blunt cerebrovascular injuries (BCVI) ranges from 0.03% to 1.3%. While motor vehicle incidents are a known high-risk mechanism, we are the first to report on football injuries resulting in BCVI. CASE REPORT: Case 1 is a 14-year-old male football player who presented with slurred speech and facial droop 16 h after injury that had resulted in unilateral stinger on the field. The patient had a negative brain computed tomography (CT) at the onset of symptoms. Given progression of symptoms over the next 24 h, re-evaluation with CT angiography (CTA) of brain and neck showed left internal carotid artery (ICA) dissection, and magnetic resonance imaging of the brain showed left middle cerebral artery infarct. Case 2 is a 16-year-old male football player who presented with headache and right hemiparesis immediately following a tackle injury. CT brain and neck were negative at an outside hospital, but he was transferred to us for progressive symptoms, and then CTA showed a left ICA dissection with distal emboli, including occlusive involvement of the intracranial left ICA. WHY SHOULD AN EMERGENCY PHYSICIAN BE AWARE OF THIS?: The diagnosis of BCVI requires a high level of suspicion. Focal neurologic deficits are consistently a risk factor across all screening criteria, including the Denver, Utah, Memphis, and Eastern Association for the Surgery of Trauma. These current screening criteria, however, may not be sufficient to diagnosis BCVI in children. The addition of the mechanism of injury and attention to the patient's clinical presentation and examination are important to prevent missed diagnosis and poor neurologic outcomes.


Subject(s)
Adolescent Behavior/psychology , Head Injuries, Closed/diagnosis , Adolescent , Computed Tomography Angiography/methods , Football/injuries , Football/psychology , Head Injuries, Closed/complications , Head Injuries, Closed/psychology , Humans , Magnetic Resonance Imaging/methods , Male , Speech Disorders/etiology
6.
Ultrasound Q ; 30(3): 167-72, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25148484

ABSTRACT

PURPOSE: The aim of this study was to determine the impact of Antenatal and Neonatal Guidelines, Education, and Learning System (ANGELS), a statewide telemedicine project, on health care delivery to patients with high-risk pregnancies in Arkansas. MATERIALS AND METHODS: With institutional review board approval, a Health Insurance Portability and Accountability Act-compliant retrospective review, in which the requirement for informed patient consent was waived, was performed. The population studied is the Arkansas maternal Medicaid population. Data for evaluation were collected from maternal Medicaid claims, ANGELS administrative records, and birth records from the Arkansas Vital Statistics record system. Data collected from before the inception of ANGELS (2001-2003) were compared with data collected after the inception of ANGELS (2004-2007).Antenatal and Neonatal Guidelines, Education, and Learning System is a multidisciplinary, multifaceted telemedicine program designed in Arkansas to enhance high-risk obstetric health care delivery across the state. An essential component of the program is real-time interactive targeted level II ultrasound examination of patients. RESULTS: Since the inception of the ANGELS program in 2003, a growing number of telemedicine consultations and real-time ultrasound examinations are being performed every year. The number and percentage of high-risk pregnancies identified each year show a slight decrease since inception of the ANGELS program, and findings suggest that identification of high-risk pregnancies is shifting from the second trimester to the first trimester, but trends vary over time. CONCLUSIONS: Antenatal and Neonatal Guidelines, Education, and Learning System has created a telemedicine network across the state that has made possible, among many other things, access to real-time level II ultrasound examinations and consultations. This program has ultimately led to improved prenatal access across the state.


Subject(s)
Delivery of Health Care/methods , Pregnancy Complications/diagnostic imaging , Pregnancy, High-Risk , Program Evaluation/methods , Telemedicine/methods , Adult , Arkansas , Female , Humans , Pregnancy , Retrospective Studies , Ultrasonography/methods
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