Artificial Intelligence in Pediatric Emergency Medicine: Applications, Challenges, and Future Perspectives.

The dawn of Artificial intelligence (AI) in healthcare stands as a milestone in medical innovation. Different medical fields are heavily involved, and pediatric emergency medicine is no exception. We conducted a narrative review structured in two parts. The first part explores the theoretical principles of AI, providing all the necessary background to feel confident with these new state-of-the-art tools. The second part presents an informative analysis of AI models in pediatric emergencies. We examined PubMed and Cochrane Library from inception up to April 2024. Key applications include triage optimization, predictive models for traumatic brain injury assessment, and computerized sepsis prediction systems. In each of these domains, AI models outperformed standard methods. The main barriers to a widespread adoption include technological challenges, but also ethical issues, age-related differences in data interpretation, and the paucity of comprehensive datasets in the pediatric context. Future feasible research directions should address the validation of models through prospective datasets with more numerous sample sizes of patients. Furthermore, our analysis shows that it is essential to tailor AI algorithms to specific medical needs. This requires a close partnership between clinicians and developers. Building a shared knowledge platform is therefore a key step.

Diagnosis and Treatment of Group A Streptococcal Pharyngitis in Children.

The purpose of this review is to summarize the current evidence regarding the management of streptococcal pharyngitis in children. This article aims to provide a valid support to discriminate streptococcal pharyngitis from viral cases and treat it appropriately to avoid the development of complications. Differential diagnosis based only on clinical features is not always easy. For this reason, different clinical scores were created to provide an accurate diagnosis. Microbiological tests are valuable tools as well, but their use is not recommended unanimously. Concerning treatment, all guidelines agree on the drug to be used. However, doubts remain about the optimal duration of antibiotic therapy, especially in this specific historical moment as we are experiencing a peak in streptococcal infections. [Pediatr Ann. 2024;53(6):e234-e238.].

Epidemiological and clinical features of bronchiolitis after the COVID-19 outbreak: comparison of two epidemic seasons.

BACKGROUND: The first aim of this study was to compare Pediatric Emergency Department (PED) admissions for acute bronchiolitis during the 2022-2023 season to those of the season 2021-2022. The secondary aim was to assess the difference in the recurrence of bronchiolitis episodes in the same patient between the two seasons. METHODS: This is a retrospective, observational, cross-sectional study conducted at the PED of IRCCS A. Gemelli University Polyclinic Foundation (Rome, Italy). We included all children aged between 0 and 2 years admitted to PED with the diagnosis of bronchiolitis. We compared features of seasons 2021-2022 and 2022-2023. RESULTS: The median age of children enrolled during the 2022-23 season was 5 months (IQR: 2-8) compared to 7 months (IQR: 2-14) in the previous one (P=0.02). We observed in the last season a higher number of children admitted to PED with a high priority code and an increased therapeutic use of high-flow nasal cannula and inhaled adrenaline. During the 2022-23 season we found 31 (12.8%) children presenting more than one episode of bronchiolitis in the same epidemic season, compared to 16 (7.6%) children in the previous season (P=0.048). CONCLUSIONS: Our data emphasize that the epidemiological features of bronchiolitis after COVID-19 outbreak have changed and are still evolving.

Presepsin Levels in Pediatric Patients with Fever and Suspected Sepsis: A Pilot Study in an Emergency Department.

Sepsis is a life-threatening condition that affects 1.2 million children annually. Although there are several criteria for diagnosing this condition, signs are often nonspecific, and identifying sepsis is challenging. In this context, presepsin (P-SEP) seems to be a promising new biomarker since its plasma levels increase earlier than other sepsis-related proteins and its measurement is faster. We enrolled 157 minors who presented to the Pediatric Emergency Department of Agostino Gemelli Hospital with fever and suspected sepsis. Biochemical, anamnestic, and clinical data were collected. Viral agents were identified as the causative factor in 64 patients, who had an average P-SEP value of 309.04 pg/mL (SD ± 273.2), versus an average P-SEP value of 526.09 pg/mL (SD ± 657) found in 27 bacterial cases (p value: 0.0398). Four cases of overt sepsis had an average P-SEP value of 3328.5 pg/mL (SD ± 1586.6). The difference in P-SEP levels in viral versus bacterial infections was found to be statistically significant; therefore, P-SEP may have a central role in the evaluation of febrile children, helping clinicians distinguish between these two etiologies. Furthermore, amongst the cases of confirmed sepsis, P-SEP was always greater than 2000 pg/mL, while C-reactive protein and procalcitonin values appeared lower than what was considered significant.

Use of POCUS for the assessment of dehydration in pediatric patients-a narrative review.

In pediatric practice, POCUS (point-of-care ultrasound) has been mostly implemented to recognize lung conditions and pleural and pericardial effusions, but less to evaluate fluid depletion. The main aim of this review is to analyze the current literature on the assessment of dehydration in pediatric patients by using POCUS. The size of the inferior vena cava (IVC) and its change in diameter in response to respiration have been investigated as a tool to screen for hypovolemia. A dilated IVC with decreased collapsibility (< 50%) is a sign of increased right atrial pressure. On the contrary, a collapsed IVC may be indicative of hypovolemia. The IVC collapsibility index (cIVC) reflects the decrease in the diameter upon inspiration. Altogether the IVC diameter and collapsibility index can be easily determined, but their role in children has not been fully demonstrated, and an estimation of volume status solely by assessing the IVC should thus be interpreted with caution. The inferior vena cava/abdominal aorta (IVC/AO) ratio may be a suitable parameter to assess the volume status in pediatric patients even though there is a need to define age-based thresholds. A combination of vascular, lung, and cardiac POCUS could be a valuable supplementary tool in the assessment of dehydration in several clinical scenarios, enabling rapid identification of life-threatening primary etiologies and helping physicians avoid inappropriate therapeutic interventions.   Conclusion: POCUS can provide important information in the assessment of intravascular fluid status in emergency scenarios, but measurements may be confounded by a number of other clinical variables. The inclusion of lung and cardiac views may assist in better understanding the patient's physiology and etiology regarding volume status. What is Known: • In pediatric practice, POCUS (point-of-care ultrasound) has been mostly implemented to recognize lung conditions (like pneumonia and bronchiolitis) and pleural and pericardial effusions, but less to evaluate fluid depletion. • The size of the IVC (inferior vena cava) and its change in diameter in response to respiration have been studied as a possible screening tool to assess the volume status, predict fluid responsiveness, and assess potential intolerance to fluid loading. What is New: • The IVC diameter and collapsibility index can be easily assessed, but their role in predicting dehydration in pediatric age has not been fully demonstrated, and an estimation of volume status only by assessing the IVC should be interpreted carefully. • The IVC /AO(inferior vena cava/abdominal aorta) ratio may be a suitable parameter to assess the volume status in pediatric patients even though there is a need to define age-based thresholds. A combination of vascular, lung, and cardiac POCUS can be a valuable supplementary tool in the assessment of intravascular volume in several clinical scenarios.

Antibiotic treatment for streptococcal pharyngitis: time for a new approach?

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Bone Disorders in Pediatric Chronic Kidney Disease: A Literature Review.

Intense changes in mineral and bone metabolism are frequent in chronic kidney disease (CKD) and represent an important cause of morbidity and reduced quality of life. These disorders have conventionally been defined as renal osteodystrophy and classified based on bone biopsy, but due to a lack of bone biopsy data and validated radiological methods to evaluate bone morphology in children, it has been challenging to effectively assess renal osteodystrophy in pediatric CKD; the consequence has been the suboptimal management of bone disorders in children. CKD-mineral and bone disorder (CKD-MBD) is a new expression used to describe a systemic disorder of mineral and bone metabolism as a result of CKD. CKD-MBD is a triad of biochemical imbalances in calcium, phosphate, parathyroid hormone, and vitamin D; bone deformities and soft tissue calcification. This literature review aims to explore the pathogenesis, diagnostic approach, and treatment of CKD-MBD in children and the effects of renal osteodystrophy on growing skeleton, with a specific focus on the biological basis of this peculiar condition.

Intranasal human-recombinant NGF administration improves outcome in children with post-traumatic unresponsive wakefulness syndrome.

BACKGROUND: Severe traumatic brain injury (TBI) is one of the most dramatic events in pediatric age and, despite advanced neuro-intensive care, the survival rate of these patients remains low. Children suffering from severe TBI show long-term sequelae, more pronounced in behavioral, neurological and neuropsychological functions leading to, in the most severe cases, an unresponsive wakefulness syndrome (UWS). Currently, no effective treatments can restore neuronal loss or produce significant improvement in these patients. In experimental animal models, human- recombinant Nerve Growth Factor (hr-NGF) promotes neural recovery supporting neuronal growth, differentiation and survival of brain cells and up-regulating the neurogenesis-associated processes. Only a few studies reported the efficacy of intranasal hr-NGF administration in children with post- traumatic UWS. METHODS: Children with the diagnosis of post-traumatic UWS were enrolled. These patients underwent a treatment with intranasal hr-NGF administration, at a total dose of 50 gamma/kg, three times a day for 7 consecutive days. The treatment schedule was performed for 4 cycles, at one month distance each. Neuroradiogical evaluation by Positron Emission Tomography scan (PET), Single Photon Emission Computed Tomography (SPECT), Electroencephalography (EEG), and Power Spectral Density (PSD) was determined before the treatment and one month after the end. Neurological assessment was also deepened by using modified Ashworth Scale, Gross Motor Function Measure, and Disability Rating Scale. RESULTS: Three children with post-traumatic UWS were treated. hr-NGF administration improved functional (PET and SPECT) and electrophysiological (EEG and PSD) assessment. Also clinical conditions improved, mainly for the reduction of spasticity and with the acquisition of voluntary movements, facial mimicry, attention and verbal comprehension, ability to cry, cough reflex, oral motility, and feeding capacity, with a significant improvement of their neurological scores. No side effects were reported. CONCLUSION: These promising results and the ease of administration of this treatment make it worthwhile to be investigated further, mainly in the early stages from severe TBI and in patients with better baseline neurological conditions, to explore more thoroughly the benefits of this new approach on neuronal function recovery after traumatic brain damage.

Pain management in pediatric age. An update.

Differently from the adult patients, in paediatric age it is more difficult to assess and treat efficaciously the pain and often this symptom is undertreated or not treated. In children, a selection of appropriate pain assessment tools should consider the age, the cognitive level, the presence of eventual disability, the type of pain and the situation in which it is occurring. Improved understanding of developmental neurobiology and paediatric analgesic drug pharmacokinetics should facilitate a better management of childhood pain. The objective of this update is to discuss the current practice and the recent advances in pediatric pain management.  Using PubMed and the Cochrane Library we conducted an extensive literature analysis on pediatric pain assessment and commonly used analgesic agents in this kind of patients. According to our results, a multimodal analgesic regimen provides a better pain control and a functional outcome in children. Cooperation and communication among the anaesthesiologist, the surgeon and the paediatrician remains essential for successful anaesthesia and pain management in childhood.

Presepsin as a diagnostic marker of sepsis in children and adolescents: a short critical update.

BACKGROUND AND AIM: Sepsis is a potentially fatal condition which strikes 1.2 million children worldwide per year. New biomarkers have been proposed in the assessment of the risk of sepsis progression and in the identification of patients with the worst outcome. This review aims to assess the diagnostic value of presepsin, a promising new biomarker, in pediatric sepsis, with particular attention to its usefulness in emergency department. METHODS: We performed a literature search of the last 10 years to find presepsin related studies and reports concerning pediatric population aged from 0 months to 18 years. We mainly focused on randomized placebo-control studies, followed by case-control studies, observational (both retrospective or prospective), and finally systematic reviews and meta-analysis. The article selection process was carried out independently by three reviewers.   Results: A total of 60 records were identified in literature, 49 were excluded according to the exclusion criteria. The highest presepsin sensitivity value was 100%, with a high cut-off (800.5 pg/mL). The highest sensitivity-specificity ratio was 94% vs 100%, with a similar considered presepsin cut-off (855 ng/L). As regards the presepsin cut-offs reported in the various studies, several authors agree on a critical threshold of about 650 ng/L to guarantee a sensitivity> 90%. The analyzed studies show a wide variability for patients' age and presepsin risk cut-offs.   Conclusions: Presepsin seems to be a new useful marker for early diagnosis of sepsis, even in a pediatric emergency setting. Being a new marker of sepsis, more studies are required to better understand its potential.

Auxological and Metabolic Parameters of Children Undergoing the Gonadotropin-Releasing Hormone Stimulation Test: Correlations with the Final Diagnosis of Central Precocious Puberty in a Single-Center Study.

Background-Central precocious puberty (CPP) is characterized by clinical, biochemical, and radiological features similar to those of normal puberty, but CPP occurs before the age of eight in girls and before the age of nine in boys, subsequently leading to a reduction in the final body height in adulthood due to premature fusion of growth plates. The diagnosis of CPP is confirmed with a gonadotropin-releasing hormone (GnRH) stimulation test, which can lead to different interpretations because the diagnostic peak levels of luteinizing hormone (LH) can vary. Patients and methods-This was a single-center, retrospective observational study investigating the possible correlation between gonadotropin peaks on the GnRH test and auxological, metabolic, and radiological parameters of patients evaluated for CPP. We collected and analyzed data from the medical records of children with suspected CPP over a period from January 2019 to July 2022 who underwent a GnRH test at the Fondazione Policlinico Universitario Agostino Gemelli in Rome, Italy. Results-Our correlation analysis revealed no statistically significant differences in any auxological and radiological parameters. Among laboratory parameters, baseline levels of LH, follicle-stimulating hormone, sex hormone-binding globulin, and 17-beta estradiol were higher in children with a definitive diagnosis of CPP than in those with a negative GnRH test. In particular, the levels of LH at baseline and after the GnRH test were statistically significant in the group of CPP patients, consistent with the interpretation of the test. In the multivariate analysis, using a cut-off value of 4.1 IU/L, LH peaks showed both very high sensitivity (94%) and very high specificity (95%); all other variables showed high specificity (90%) but unsatisfactory sensitivity. Conclusion-Basal hormone dosages and, especially, basal levels of LH should be considered before performing a GnRH test as they might anticipate the final diagnosis of CPP.

The effects of COVID-19 outbreak on pediatric emergency department admissions for acute wheezing.

INTRODUCTION: Acute wheezing is a common clinical presentation of viral respiratory infections in children, which can also be caused by exposure to allergens and, rarely, by foreign body inhalation. Since the beginning of the COVID-19 (coronavirus disease 2019) outbreak, several public health interventions have been adopted to reduce viral spread. The aim of this study was to analyze the impact of the COVID-19 pandemic and lockdown measures on Pediatric Emergency Department (ED) admission for acute wheezing. MATERIALS AND METHODS: We compared demographics and clinical data of patients admitted to the ED for acute wheezing during the COVID-19 outbreak and in the 5 previous years through a retrospective cross-sectional study. RESULTS: During the COVID-19 outbreak we observed an average drop of 83% in pediatric ED admission for acute wheezing, compared to the 5 previous years. In this period, 121 (80.7%) children presented with wheezing and 29 (19.3%) with bronchiolitis. The mean age of the sample was higher compared to the 5 previous years. We also noted an increased number of children presenting with higher acuity color codes during the COVID-19 period, while no differences emerged as for the hospitalizations. During the pandemic we recorded a decrease in the number of viral infections detected. Only two cases of wheezing associated with SARS-CoV-2 were identified. CONCLUSION: The COVID-19 outbreak and the national lockdown led to a drop of the number of admission to the ED for wheezing in children. This could be due to a reduction in the circulation of common respiratory viruses and partially to a reduced exposure to aeroallergens during the COVID-19 period. Future epidemiological surveillance studies will be needed to support these prelimianry findings.

Botulism during SARS-CoV-2 pandemic: The importance of differential diagnoses.

Botulism is a neuroparalytic syndrome caused by a neurotoxin produced by Clostridium botulinum. We describe a patient with neurological symptoms associated with intoxication by Clostridium botulinum and infection by SARSCoV2. This report underlines that it is mandatory, even in case of SARS-CoV-2 positivity, to investigate all the causes of a clinical pattern.