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AIM: To investigate the prevalence of infections by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and other respiratory viruses among children admitted to paediatric emergency departments (PEDs). METHODS: From April to July 2020, a prospective, multicentre cohort study was conducted in the PEDs of eight French university hospitals. Regardless of the reason for admission, a nasopharyngeal swab sample from each child was screened using reverse transcription polymerase chain reaction tests for SARS-CoV-2 and other respiratory viruses. We determined the prevalence of SARS-CoV-2 and other respiratory viruses and identified risk factors associated with a positive test. RESULTS: Of the 924 included children (median [interquartile range] age: 4 years [1-9]; boys: 55%), 908 (98.3%) were tested for SARS-CoV-2. Only three samples were positive (0.3%; 95% confidence interval: 0.1-1) and none of these children had symptoms of coronavirus disease 2019. Of the 836 samples (90%) tested for other viruses, 129 (15.4%) were positive (primarily rhinovirus). Respiratory viruses were significantly more common in young children and in children with respiratory tract symptoms and fever. CONCLUSION: The prevalence of SARS-CoV-2 among children admitted to emergency departments was low. In contrast, and despite social distancing and other protective measures, the prevalence of other respiratory viruses detection was high.
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COVID-19 , Virus , COVID-19/epidemiología , Niño , Preescolar , Estudios de Cohortes , Servicio de Urgencia en Hospital , Femenino , Humanos , Masculino , Prevalencia , Estudios Prospectivos , SARS-CoV-2RESUMEN
BACKGROUND: Oseltamivir shows effectiveness in reducing influenza-related symptoms, morbidity and mortality. Its prescription remains suboptimal. OBJECTIVES: We aim to describe oseltamivir prescription in confirmed cases of influenza and to identify associated factors. METHODS: A prospective monocentric observational study was conducted between 1 December 2018 and 30 April 2019. All patients with a virologically confirmed influenza diagnosis were included. Factors associated with oseltamivir prescription were studied. RESULTS: Influenza was confirmed in 755 patients (483 children and 272 adults), of which 188 (25.1%) were hospitalized and 86 (11.4%) had signs of severity. Oseltamivir was prescribed for 452 patients (59.9%), more frequently in children than in adults [329/483 (68.1%) versus 123/272 (45.2%), P < 0.001]. Factors associated with oseltamivir prescription were evaluated in 729 patients (246 adults and 483 children). Patients with at least one risk factor for severe influenza received oseltamivir less frequently (50%, 137/274) than those without risk factors (70%, 315/452) (P < 0.001). Pregnant women received oseltamivir in 81% of cases (17/21). Severe influenza cases were treated with oseltamivir in only 45.3% (39/86). The median duration of symptoms was 24 h (IQR 12-48) in treated patients versus 72 h (IQR 48-120) in untreated patients (P < 0.01). CONCLUSIONS: Oseltamivir should be administered as early as possible, preferably within 24-48 h after illness onset, for the best benefits. It is, however, very important to promote the use of neuraminidase inhibitor ('NAI') treatment beyond 48 h in some specific patient populations.
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Gripe Humana , Oseltamivir , Adulto , Antivirales/uso terapéutico , Niño , Inhibidores Enzimáticos/uso terapéutico , Femenino , Francia/epidemiología , Humanos , Gripe Humana/tratamiento farmacológico , Neuraminidasa , Oseltamivir/uso terapéutico , Embarazo , Prescripciones , Estudios Prospectivos , Estaciones del Año , Zanamivir/uso terapéuticoRESUMEN
Procedural sedation and analgesia outside the operating theater have become standard care in managing pain and anxiety in children undergoing diagnostic and therapeutic procedures. The objectives of this study are to describe the current pediatric procedural sedation and analgesia practice patterns in European emergency departments, to perform a needs assessment-like analysis, and to identify barriers to implementation. A survey study of European emergency departments treating children was conducted. Through a lead research coordinator identified through the Research in European Pediatric Emergency Medicine (REPEM) network for each of the participating countries, a 30-question questionnaire was sent, targeting senior physicians at each site. Descriptive statistics were performed. One hundred and seventy-one sites participated, treating approximately 5 million children/year and representing 19 countries, with a response rate of 89%. Of the procedural sedation and analgesia medications, midazolam (100%) and ketamine (91%) were available to most children, whereas propofol (67%), nitrous oxide (56%), intranasal fentanyl (47%), and chloral hydrate (42%) were less frequent. Children were sedated by general pediatricians in 82% of cases. Safety and monitoring guidelines were common (74%), but pre-procedural checklists (51%) and capnography (46%) less available. In 37% of the sites, the entire staff performing procedural sedation and analgesia were certified in pediatric advanced life support. Pediatric emergency medicine was a board-certified specialty in 3/19 countries. Physician (73%) and nursing (72%) shortages and lack of physical space (69%) were commonly reported as barriers to procedural sedation and analgesia. Nurse-directed triage protocols were in place in 52% of the sites, mostly for paracetamol (99%) and ibuprofen (91%). Tissue adhesive for laceration repair was available to 91% of children, while topical anesthetics for intravenous catheterization was available to 55%. Access to child life specialists (13%) and hypnosis (12%) was rare.Conclusion: Procedural sedation and analgesia are prevalent in European emergency departments, but some sedation agents and topical anesthetics are not widely available. Guidelines are common but further safety nets, nurse-directed triage analgesia, and nonpharmacologic support to procedural sedation and analgesia are lacking. Barriers to implementation include availability of sedation agents, staff shortage, and lack of space. What is Known: ⢠Effective and prompt analgesia, anxiolysis, and sedation (PSA) outside the operating theatre have become standard in managing pain and anxiety in children undergoing painful or anxiogenic diagnostic and therapeutic procedures. ⢠We searched PubMed up to September 15, 2020, without any date limits or language restrictions, using different combinations of the MeSH terms "pediatrics," "hypnotics and sedatives," "conscious sedation," and "ambulatory surgical procedures" and the non-MeSH term "procedural sedation" and found no reports describing the current practice of pediatric PSA in Europe. What is New: ⢠This study is, to the best of our knowledge, the first to shed light on the pediatric PSA practice in European EDs and uncovers important gaps in several domains, notably availability of sedation medications and topical anesthetics, safety aspects such as PSA provider training, availability of nonpharmacologic support to PSA, and high impact interventions such as nurse-directed triage analgesia. ⢠Other identified barriers to PSA implementation include staff shortage, control of sedation medications by specialists outside the emergency department, and lack of space.
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Analgesia , Niño , Sedación Consciente , Servicio de Urgencia en Hospital , Europa (Continente) , Humanos , Hipnóticos y Sedantes , Dolor/tratamiento farmacológico , Dolor/etiología , Encuestas y CuestionariosRESUMEN
BACKGROUND: Lung auscultation is fundamental to the clinical diagnosis of respiratory disease. However, auscultation is a subjective practice and interpretations vary widely between users. The digitization of auscultation acquisition and interpretation is a particularly promising strategy for diagnosing and monitoring infectious diseases such as Coronavirus-19 disease (COVID-19) where automated analyses could help decentralise care and better inform decision-making in telemedicine. This protocol describes the standardised collection of lung auscultations in COVID-19 triage sites and a deep learning approach to diagnostic and prognostic modelling for future incorporation into an intelligent autonomous stethoscope benchmarked against human expert interpretation. METHODS: A total of 1000 consecutive, patients aged ≥ 16 years and meeting COVID-19 testing criteria will be recruited at screening sites and amongst inpatients of the internal medicine department at the Geneva University Hospitals, starting from October 2020. COVID-19 is diagnosed by RT-PCR on a nasopharyngeal swab and COVID-positive patients are followed up until outcome (i.e., discharge, hospitalisation, intubation and/or death). At inclusion, demographic and clinical data are collected, such as age, sex, medical history, and signs and symptoms of the current episode. Additionally, lung auscultation will be recorded with a digital stethoscope at 6 thoracic sites in each patient. A deep learning algorithm (DeepBreath) using a Convolutional Neural Network (CNN) and Support Vector Machine classifier will be trained on these audio recordings to derive an automated prediction of diagnostic (COVID positive vs negative) and risk stratification categories (mild to severe). The performance of this model will be compared to a human prediction baseline on a random subset of lung sounds, where blinded physicians are asked to classify the audios into the same categories. DISCUSSION: This approach has broad potential to standardise the evaluation of lung auscultation in COVID-19 at various levels of healthcare, especially in the context of decentralised triage and monitoring. TRIAL REGISTRATION: PB_2016-00500, SwissEthics. Registered on 6 April 2020.
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Auscultación/métodos , Prueba de COVID-19/métodos , COVID-19/diagnóstico , Aprendizaje Profundo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Estudios de Casos y Controles , Reglas de Decisión Clínica , Protocolos Clínicos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Medición de Riesgo , Triaje , Adulto JovenRESUMEN
The Rhône-Loire metropolitan areas' 2020/21 respiratory syncytial virus (RSV) epidemic was delayed following the implementation of non-pharmaceutical interventions (NPI), compared with previous seasons. Very severe lower respiratory tract infection incidence among infants ≤ 3 months decreased twofold, the proportion of cases among children aged > 3 months to 5 years increased, and cases among adults > 65 years were markedly reduced. NPI appeared to reduce the RSV burden among at-risk groups, and should be promoted to minimise impact of future RSV outbreaks.
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Epidemias , Infecciones por Virus Sincitial Respiratorio , Virus Sincitial Respiratorio Humano , Infecciones del Sistema Respiratorio , Adulto , Niño , Francia/epidemiología , Hospitalización , Humanos , Lactante , Infecciones por Virus Sincitial Respiratorio/epidemiología , Infecciones por Virus Sincitial Respiratorio/prevención & control , Infecciones del Sistema Respiratorio/epidemiologíaRESUMEN
BACKGROUND: Despite vaccination programs, Streptococcus pneumoniae remains among the main microorganisms involved in bacterial pneumonia, notably in terms of severity. The prognosis of pneumococcal infections is conditioned in part by the precocity of the diagnosis. The aim of this study was to evaluate the impact of a Rapid Diagnostic Test (RDT) targeting cell wall polysaccharide of Streptococcus pneumoniae and performed directly in respiratory samples, on the strategy of diagnosis of respiratory pneumococcal infections in children. RESULTS: Upper-respiratory tract samples from 196 children consulting at hospital for respiratory infection were tested for detecting S. pneumoniae using a newly-designed RDT (PneumoResp, Biospeedia), a semi-quantitative culture and two PCR assays. If positive on fluidized undiluted specimen, the RDT was repeated on 1:100-diluted sample. The RDT was found highly specific when tested on non-S. pneumoniae strains. By comparison to culture and PCR assays, the RDT on undiluted secretions exhibited a sensitivity (Se) and negative predictive value (NPV) of more than 98%. By comparison to criteria of S. pneumoniae pneumonia combining typical symptoms, X-ray image, and culture ≥107 CFU/ml, the Se and NPV of RDT on diluted specimens were 100% in both cases. CONCLUSIONS: In case of negative result, the excellent NPV of RDT on undiluted secretions allows excluding S. pneumoniae pneumonia. In case of positive result, the excellent sensitivity of RDT on diluted secretions for the diagnosis of S. pneumoniae pneumonia allows proposing a suitable antimicrobial treatment at day 0.
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Técnicas Microbiológicas/métodos , Infecciones Neumocócicas/diagnóstico , Polisacáridos Bacterianos/genética , Infecciones del Sistema Respiratorio/microbiología , Streptococcus pneumoniae/aislamiento & purificación , Adolescente , Antígenos Bacterianos/genética , Niño , Preescolar , Diagnóstico Precoz , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Infecciones Neumocócicas/inmunología , Polisacáridos Bacterianos/inmunología , Pronóstico , Sensibilidad y Especificidad , Streptococcus pneumoniae/genética , Streptococcus pneumoniae/crecimiento & desarrollo , Streptococcus pneumoniae/inmunologíaRESUMEN
BACKGROUND: Evidence-based best practices are the cornerstone to guide optimal cardiopulmonary arrest resuscitation care. Adherence to the American Heart Association (AHA) guidelines for cardiopulmonary resuscitation (CPR) optimizes the management of critically ill patients and increases their chances of survival after cardiac arrest. Despite advances in resuscitation science and survival improvement over the last decades, only approximately 38% of children survive to hospital discharge after in-hospital cardiac arrest and only 6%-20% after out-of-hospital cardiac arrest. OBJECTIVE: We investigated whether a mobile app developed as a guide to support and drive CPR providers in real time through interactive pediatric advanced life support (PALS) algorithms would increase adherence to AHA guidelines and reduce the time to initiation of critical life-saving maneuvers compared to the use of PALS pocket reference cards. METHODS: This study was a randomized controlled trial conducted during a simulation-based pediatric cardiac arrest scenario caused by pulseless ventricular tachycardia (pVT). A total of 26 pediatric residents were randomized into two groups. The primary outcome was the elapsed time in seconds in each allocation group from the onset of pVT to the first defibrillation attempt. Secondary outcomes were time elapsed to (1) initiation of chest compression, (2) subsequent defibrillation attempts, and (3) administration of drugs, including the time intervals between defibrillation attempts and drug doses, shock doses, and the number of shocks. All outcomes were assessed for deviation from AHA guidelines. RESULTS: Mean time to the first defibrillation attempt (121.4 sec, 95% CI 105.3-137.5) was significantly reduced among residents using the app compared to those using PALS pocket cards (211.5 sec, 95% CI 162.5-260.6, P<.001). With the app, 11 out of 13 (85%) residents initiated chest compressions within 60 seconds from the onset of pVT and 12 out of 13 (92%) successfully defibrillated within 180 seconds. Time to all other defibrillation attempts was reduced with the app. Adherence to the 2018 AHA pVT algorithm improved by approximately 70% (P=.001) when using the app following all CPR sequences of action in a stepwise fashion until return of spontaneous circulation. The pVT rhythm was recognized correctly in 51 out of 52 (98%) opportunities among residents using the app compared to only 19 out of 52 (37%) among those using PALS cards (P<.001). Time to epinephrine injection was similar. Among a total of 78 opportunities, incorrect shock or drug doses occurred in 14% (11/78) of cases among those using the cards. These errors were reduced to 1% (1/78, P=.005) when using the app. CONCLUSIONS: Use of the mobile app was associated with a shorter time to first and subsequent defibrillation attempts, fewer medication and defibrillation dose errors, and improved adherence to AHA recommendations compared with the use of PALS pocket cards.
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American Heart Association/organización & administración , Reanimación Cardiopulmonar/normas , Medicina Basada en la Evidencia/métodos , Aplicaciones Móviles/normas , Cumplimiento y Adherencia al Tratamiento/estadística & datos numéricos , Niño , Femenino , Humanos , Masculino , Estados UnidosRESUMEN
OBJECTIVES: We sought to assess the incidence of acetaminophen-induced hypotension. Our secondary objectives were to describe systemic hemodynamic changes and factors associated with this complication. DESIGN: Prospective observational study. SETTING: Three ICUs. PATIENTS: Adult patients requiring IV acetaminophen infusion. Arterial pressure was monitored via an arterial catheter for 3 hours. Hypotension was defined as a decrease in the mean arterial pressure of greater than or equal to 15% compared with the baseline. RESULTS: Overall, 160 patients were included in this study. Eighty-three patients (51.9%) experienced acetaminophen-induced hypotension according to our definition. In patients with acetaminophen-induced hypotension, the nadir mean arterial pressure was 64 mm Hg (95% CI, 54-74). Hypotension was observed 30 minutes (95% CI, 15-71) after acetaminophen infusion. Changes in mean arterial pressure were closely correlated with decreases in the diastolic arterial pressure (r = 0.92) and to a lesser extent with changes in the pulse pressure (r = 0.18) and heart rate (r = 0.09). Changes in the body temperature were not correlated with changes in mean arterial pressure (r = 0.0002; p = 0.85). None of the patients' baseline characteristics (shock, use of angiotensin-converting enzyme inhibitor/angiotensin II receptor blockers, lactates, renal replacement therapy, chronic heart disease, and indication for acetaminophen infusion) or clinically relevant characteristics (baseline severity according to Logistic Organ Dysfunction score, need for vasopressors, use of antihypertensive agents, need for mechanical ventilation, or changes in the body temperature) were independently associated with acetaminophen-induced hypotension. Among patients with acetaminophen-induced hypotension, 29 (34.9%) required therapeutic intervention. CONCLUSIONS: Half of the patients who received IV injections of acetaminophen developed hypotension, and up to one third of the observed episodes necessitated therapeutic intervention. Adequately powered randomized studies are needed to confirm our findings, provide an accurate estimation of the consequences of acetaminophen-induced hypotension, and assess the pathophysiologic mechanisms involved.
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Acetaminofén/efectos adversos , Analgésicos no Narcóticos/efectos adversos , Enfermedad Crítica/terapia , Hipotensión/inducido químicamente , Acetaminofén/administración & dosificación , Anciano , Analgésicos no Narcóticos/administración & dosificación , Presión Sanguínea/efectos de los fármacos , Femenino , Humanos , Inyecciones Intravenosas , Masculino , Persona de Mediana Edad , Estudios ProspectivosRESUMEN
BACKGROUND: Contrast-induced acute kidney injury (CI-AKI) is a common pathology among adult patients, with an incidence ranging from 3-25 % depending on risk factors. Little information is available regarding CI-AKI incidence, risk factors, and prognostic impact in the pediatric population. METHODS: We performed a retrospective study of pediatric patients who underwent computed tomography (CT) scan with iodinated contrast media injection between 2005 and 2014 in five pediatric units of a university hospital. CI-AKI was defined according to Kidney Disease/Improving Global Outcomes (KDIGO) criteria. RESULTS: Of 346 identified patients, 233 had renal function follow-up and were included in our analyses. CI-AKI incidence was 10.3 % [95 % confidence interval (CI) 6.4-14.2 %]. CI-AKI was associated with 30-day unfavorable outcome before (45.8 % vs. 19.7 %, P = 0.007) and after [odds ratio (OR) 3.6; 95 % CI 1.4-9.5] adjustment for confounders. No independent risk factors of CI-AKI were identified. CONCLUSIONS: CI-AKI incidence was as high as 10.3 % following intravenous contrast media administration in the pediatric setting. As reported among adults, CI-AKI was associated with unfavorable outcome after adjustment for confounders. Although additional studies are needed in the pediatric setting, our data suggest that physicians should maintain a high degree of suspicion toward this complication among pediatric patients.
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Lesión Renal Aguda/inducido químicamente , Lesión Renal Aguda/epidemiología , Medios de Contraste/efectos adversos , Adolescente , Niño , Preescolar , Estudios de Cohortes , Femenino , Humanos , Incidencia , Masculino , Estudios Retrospectivos , Tomografía Computarizada por Rayos X/métodosRESUMEN
Background: Stress cardiomyopathy (Takotsubo syndrome) defined as Takotsubo syndrome is defined as a reversible acute myocardial syndrome with myocardial injury with regional wall motion abnormality and no coronary explanations in the context of stress. The pathophysiology remains partially unknown, and these cases are probably underestimated in paediatrics. We report six cases of Takotsubo probably secondary to neurological damage. Case summary: Six patients (10, 13, 16, 10, and 9 years and 5 months) presented with haemodynamic lability with echocardiography data leading to suspicion of Takotsubo syndrome. These cases were secondary to neurological involvement (cerebral haemorrhage, intraventricular haemorrhage, brain damage due to bifrontal oedema, posterior fossa tumour, pneumococcal meningitis, high-grade glioma). All patients were rapidly started on amine. Reversibility of the acute myocardial syndrome was complete in all but one child, who rapidly progressed to encephalic death. Discussion: Neurological distress has been suggested as a potential cause of Takotsubo syndrome. The pathophysiology is possibly related to excessive stimulation of the sympathetic system. This syndrome should probably be considered in the setting of left heart failure with neurological distress so as not to delay the use of amines especially since in the paediatric population the probability of a coronary origin is low.
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Pediatric bone injuries are traditionally diagnosed using radiography. However, ultrasonography is emerging as an alternative due to its speed and minimal invasiveness. This study assessed the diagnostic capabilities of ultrasound before radiography in a group of 186 children with suspected long bone fractures at Saint Etienne University Hospital (Saint-Priest-en-Jarez, France). Patients with open trauma and severe deformity were excluded. Ultrasonography demonstrated 88.2% sensitivity and 86.4% specificity, with better results for forearm injuries. Of the 186 cases, 162 were consistent with radiography and 24 varied. Factors influencing an accurate diagnosis included the presence of indirect signs, operator experience, and examination duration, while indirect signs often led to misinterpretation. Although ultrasound cannot completely replace radiography due to its limitations in identifying deeper fractures, this study revealed its substantial efficacy and ease, supporting its potential utility in pediatric trauma emergencies.
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OBJECTIVES: The pathogen of community-acquired pneumonia (CAP) in children is typically uncertain during initial treatment, leading to systematic empiric antibiotic use. This study investigates if having rapid multiplex PCR results in the emergency department (ED) improves empiric treatment. METHODS: OPTIPAC, a French multicentre study (2016-2018), enrolled patients consulting for CAP at the paediatric ED in 11 centres. Patients were randomised to either receive a multiplex PCR test plus usual care or usual care alone and followed for 15 days. The primary outcome was the appropriateness of initial antimicrobial management, determined by a blinded committee. RESULTS: Of the 499 randomised patients, 248 were tested with the multiplex PCR. Appropriateness of the antibiotic treatment was higher in the PCR group (168/245, 68.6% vs 120/249, 48.2%; RR 1.42 [1.22-1.66], P<0.0001), chiefly by reducing unnecessary antibiotics in viral pneumonia (RR 3.29 [2.20-4.90]). No adverse events were identified. CONCLUSIONS: The multiplex PCR assay result at the ED improves paediatric CAP's antimicrobial stewardship, by both reducing antibiotic prescriptions and enhancing treatment appropriateness.
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Importance: Minor head trauma (HT) is one of the most common causes of hospitalization in children. A diagnostic test could prevent unnecessary hospitalizations and cranial computed tomographic (CCT) scans. Objective: To evaluate the effectiveness of serum S100B values in reducing exposure to CCT scans and in-hospital observation in children with minor HT. Design, Setting, and Participants: This multicenter, unblinded, prospective, interventional randomized clinical trial used a stepped-wedge cluster design to compare S100B biomonitoring and control groups at 11 centers in France. Participants included children and adolescents 16 years or younger (hereinafter referred to as children) admitted to the emergency department with minor HT. The enrollment period was November 1, 2016, to October 31, 2021, with a follow-up period of 1 month for each patient. Data were analyzed from March 7 to May 29, 2023, based on the modified intention-to-treat and per protocol populations. Interventions: Children in the control group had CCT scans or were hospitalized according to current recommendations. In the S100B biomonitoring group, blood sampling took place within 3 hours after minor HT, and management depended on serum S100B protein levels. If the S100B level was within the reference range according to age, the children were discharged from the emergency department. Otherwise, children were treated as in the control group. Main Outcomes and Measures: Proportion of CCT scans performed (absence or presence of CCT scan for each patient) in the 48 hours following minor HT. Results: A total of 2078 children were included: 926 in the control group and 1152 in the S100B biomonitoring group (1235 [59.4%] boys; median age, 3.2 [IQR, 1.0-8.5] years). Cranial CT scans were performed in 299 children (32.3%) in the control group and 112 (9.7%) in the S100B biomonitoring group. This difference of 23% (95% CI, 19%-26%) was not statistically significant (P = .44) due to an intraclass correlation coefficient of 0.32. A statistically significant 50% reduction in hospitalizations (95% CI, 47%-53%) was observed in the S100B biomonitoring group (479 [41.6%] vs 849 [91.7%]; P < .001). Conclusions and Relevance: In this randomized clinical trial of effectiveness of the serum S100B level in the management of pediatric minor HT, S100B biomonitoring yielded a reduction in the number of CCT scans and in-hospital observation when measured in accordance with the conditions defined by a clinical decision algorithm. Trial Registration: ClinicalTrials.gov Identifier: NCT02819778.
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Traumatismos Craneocerebrales , Hospitalización , Adolescente , Niño , Preescolar , Femenino , Humanos , Masculino , Algoritmos , Monitoreo Biológico , Traumatismos Craneocerebrales/diagnóstico por imagen , Traumatismos Craneocerebrales/terapia , Estudios Prospectivos , Subunidad beta de la Proteína de Unión al Calcio S100 , LactanteRESUMEN
The interpretation of lung auscultation is highly subjective and relies on non-specific nomenclature. Computer-aided analysis has the potential to better standardize and automate evaluation. We used 35.9 hours of auscultation audio from 572 pediatric outpatients to develop DeepBreath : a deep learning model identifying the audible signatures of acute respiratory illness in children. It comprises a convolutional neural network followed by a logistic regression classifier, aggregating estimates on recordings from eight thoracic sites into a single prediction at the patient-level. Patients were either healthy controls (29%) or had one of three acute respiratory illnesses (71%) including pneumonia, wheezing disorders (bronchitis/asthma), and bronchiolitis). To ensure objective estimates on model generalisability, DeepBreath is trained on patients from two countries (Switzerland, Brazil), and results are reported on an internal 5-fold cross-validation as well as externally validated (extval) on three other countries (Senegal, Cameroon, Morocco). DeepBreath differentiated healthy and pathological breathing with an Area Under the Receiver-Operator Characteristic (AUROC) of 0.93 (standard deviation [SD] ± 0.01 on internal validation). Similarly promising results were obtained for pneumonia (AUROC 0.75 ± 0.10), wheezing disorders (AUROC 0.91 ± 0.03), and bronchiolitis (AUROC 0.94 ± 0.02). Extval AUROCs were 0.89, 0.74, 0.74 and 0.87 respectively. All either matched or were significant improvements on a clinical baseline model using age and respiratory rate. Temporal attention showed clear alignment between model prediction and independently annotated respiratory cycles, providing evidence that DeepBreath extracts physiologically meaningful representations. DeepBreath provides a framework for interpretable deep learning to identify the objective audio signatures of respiratory pathology.
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BACKGROUND: Cardiorespiratory decompensation (CRD) visits have a profound effect on adult emergency departments (EDs). Respiratory pathogens like respiratory syncytial virus (RSV) and influenza virus are common reasons for increased activity in pediatric EDs and are associated with CRD in the adult population. Given the seasonal aspects of such challenging pathology, it would be advantageous to predict their variations. OBJECTIVE: The goal of this study was to evaluate the increased burden of CRD in adult EDs during flu and bronchiolitis outbreaks in the pediatric population. METHODS: An ecological study was conducted, based on admissions to the adult ED of the Centre Hospitalier Universitaire (CHU) of Grenoble and Saint Etienne from June 29, 2015 to March 22, 2020. The outbreak periods for bronchiolitis and flu in the pediatric population were defined with a decision-making support tool, PREDAFLU, used in the pediatric ED. A Kruskal-Wallis variance analysis and a Spearman monotone dependency were performed in order to study the relationship between the number of adult ED admissions for the International Classification of Diseases (ICD)-10 codes related to cardiorespiratory diagnoses and the presence of an epidemic outbreak as defined with PREDAFLU. RESULTS: The increase in visits to the adult ED for CRD and the bronchiolitis and flu outbreaks had a similar distribution pattern (CHU Saint Etienne: χ23=102.7, P<.001; CHU Grenoble: χ23=126.67, P<.001) and were quite dependent in both hospital settings (CHU Saint Etienne: Spearman ρ=0.64; CHU Grenoble: Spearman ρ=0.71). The increase in ED occupancy for these pathologies was also significantly related to the pediatric respiratory infection outbreaks. These 2 criteria gave an idea of the increased workload in the ED due to CRD during the bronchiolitis and flu outbreaks in the pediatric population. CONCLUSIONS: This study established that CRD visits and bed occupancy for adult EDs were significantly increased during bronchiolitis and pediatric influenza outbreaks. Therefore, a prediction tool for these outbreaks such as PREDAFLU can be used to provide early warnings of increased activity in adult EDs for CRD visits.
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Bronquiolitis , Gripe Humana , Adulto , Bronquiolitis/diagnóstico , Bronquiolitis/epidemiología , Niño , Brotes de Enfermedades , Servicio de Urgencia en Hospital , Humanos , Gripe Humana/epidemiología , Estudios Retrospectivos , Factores de TiempoRESUMEN
OBJECTIVES: This study aimed to evaluate the immunochromatographic coronavirus disease 2019 (COVID-19) speed antigen test (BioSpeedia, France) as an antigen point-of-care test (AgPOCT) to detect severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection at the paediatric emergency department of the University Hospital of Saint-Etienne in France. METHODS: Between 15 January and 28 May, 2021, children presenting with respiratory symptoms compatible with COVID-19 infection (symptomatic group) or those requiring hospitalization for any reason (asymptomatic group) were included prospectively and received a nasopharyngeal aspiration to carry out both AgPOCT and quantitative reverse transcription (RT) PCR (RT-qPCR) tests, with the latter being used as the reference standard, for the diagnosis of SARS-CoV-2 infection. RESULTS: Among the 1009 enrolled children, we obtained a result from both techniques for 990: 33 (3.3%) tested positive with AgPOCT and 46 (4.6%) with RT-qPCR. The overall sensitivity and specificity of the AgPOCT were 69.6% (95% confidence interval (CI), 54.3-82.3) and 99.9% (95% CI, 99.4-100), respectively, compared with the RT-qPCR. Sensitivity increased to 82.9% (95% CI, 66.4-93.4) in symptomatic children. The mean cycle threshold value was significantly lower in positive samples for AgPOCT than in negative samples in the overall population and in both the symptomatic and asymptomatic groups. DISCUSSION: The use of the COVID-19 speed antigen test at the bedside in the emergency department has satisfactory performance for diagnosing SARS-CoV-2 infection in symptomatic children.
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COVID-19 , SARS-CoV-2 , COVID-19/diagnóstico , Prueba de COVID-19 , Niño , Servicio de Urgencia en Hospital , Humanos , Sistemas de Atención de Punto , Sensibilidad y EspecificidadRESUMEN
(1) Background: Ulcerative colitis (UC) is an inflammatory bowel disease that causes inflammation of the intestines, which participates in human cytomegalovirus (HCMV) reactivation from its latent reservoir. CMV-associated colitis plays a pejorative role in the clinical course of UC. We took advantage of a model of chemically induced enteritis to study the viral reactivation of murine CMV (MCMV) in the context of gut inflammation. (2) Methods: Seven-week-old BALB/c mice were infected by 3 × 103 plaque-forming units (PFU) of MCMV; 2.5% (w/v) DSS was administered in the drinking water from day (D) 30 to D37 post-infection to induce enteritis. (3) Results: MCMV DNA levels in the circulation decreased from D21 after infection until resolution of the acute infection. DSS administration resulted in weight loss, high disease activity index, elevated Nancy index shortening of the colon length and increase in fecal lipocalin. However, chemically induced enteritis had no impact on MCMV reactivation as determined by qPCR and immunohistochemistry of intestinal tissues. (4) Conclusions: Despite the persistence of MCMV in the digestive tissues after the acute phase of infection, the gut inflammation induced by DSS did not induce MCMV reactivation in intestinal tissues, thus failing to recapitulate inflammation-driven HCMV reactivation in human UC.
Asunto(s)
Infecciones por Citomegalovirus , Enteritis , Muromegalovirus , Humanos , Animales , Ratones , Dextranos , Citomegalovirus/fisiología , Inflamación , Enteritis/inducido químicamente , Sulfatos , Sodio , Modelos Animales de Enfermedad , Ratones Endogámicos BALB CRESUMEN
BACKGROUND: Children are underrepresented in the COVID-19 pandemic and often experience milder disease than adolescents and adults. Reduced severity is possibly due to recent and more frequent seasonal human coronaviruses (HCoV) infections. We assessed the seroprevalence of SARS-CoV-2 and seasonal HCoV specific antibodies in a large cohort in north-eastern France. METHODS: In this cross-sectional seroprevalence study, serum samples were collected from children and adults requiring hospital admission for non-COVID-19 between February and August 2020. Antibody responses to SARS-CoV-2 and seasonal HCoV (229E, HKU1, NL63, OC43) were assessed using a bead-based multiplex assay, Luciferase-Linked ImmunoSorbent Assay, and a pseudotype neutralisation assay. FINDINGS: In 2,408 individuals, seroprevalence of SARS-CoV-2-specific antibodies was 7-8% with three different immunoassays. Antibody levels to seasonal HCoV increased substantially up to the age of 10. Antibody responses in SARS-CoV-2 seropositive individuals were lowest in adults 18-30 years. In SARS-CoV-2 seronegative individuals, we observed cross-reactivity between antibodies to the four HCoV and SARS-CoV-2 Spike. In contrast to other antibodies to SARS-CoV-2, specific antibodies to sub-unit 2 of Spike (S2) in seronegative samples were highest in children. Upon infection with SARS-CoV-2, antibody levels to Spike of betacoronavirus OC43 increased across the whole age spectrum. No SARS-CoV-2 seropositive individuals with low levels of antibodies to seasonal HCoV were observed. INTERPRETATION: Our findings underline significant cross-reactivity between antibodies to SARS-CoV-2 and seasonal HCoV, but provide no significant evidence for cross-protective immunity to SARS-CoV-2 infection due to a recent seasonal HCoV infection. In particular, across all age groups we did not observe SARS-CoV-2 infected individuals with low levels of antibodies to seasonal HCoV. FUNDING: This work was supported by the « URGENCE COVID-19 ¼ fundraising campaign of Institut Pasteur, by the French Government's Investissement d'Avenir program, Laboratoire d'Excellence Integrative Biology of Emerging Infectious Diseases (Grant No. ANR-10-LABX-62-IBEID), and by the REACTing (Research & Action Emerging Infectious Diseases), and by the RECOVER project funded by the European Union's Horizon 2020 research and innovation programme under grant agreement No. 101003589, and by a grant from LabEx IBEID (ANR-10-LABX-62-IBEID).