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Keywords = PICU length of stay

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13 pages, 1628 KB  
Article
Predictors of Mortality in Preterm Infants with Respiratory Distress Syndrome: A Retrospective Analysis
by Lovro Vrakela, Branka Polić, Dina Mrčela, Joško Markić, Tatjana Ćatipović Ardalić, Tanja Kovačević and Zenon Pogorelić
J. Clin. Med. 2026, 15(2), 691; https://doi.org/10.3390/jcm15020691 - 15 Jan 2026
Viewed by 167
Abstract
Aims: The aim of this study was to evaluate clinical outcomes and identify predictors of mortality in preterm infants with respiratory distress syndrome (RDS) treated in a tertiary Pediatric Intensive Care Unit (PICU). Methods: This retrospective study included 86 preterm infants diagnosed [...] Read more.
Aims: The aim of this study was to evaluate clinical outcomes and identify predictors of mortality in preterm infants with respiratory distress syndrome (RDS) treated in a tertiary Pediatric Intensive Care Unit (PICU). Methods: This retrospective study included 86 preterm infants diagnosed with RDS and treated between January 2015 and December 2024. Clinical data were extracted from medical records and included demographic and anthropometric parameters, perinatal history, associated neonatal diagnoses, ventilation type and duration, surfactant administration, use of inotropes and antibiotics, cranial ultrasound findings, and PICU length of stay. Results: Mortality was 18.6%, with the highest rates observed in extremely preterm infants (<28 weeks) and those with extremely low birth weight (<1000 g). Several clinical variables were significantly associated with survival: gestational age, birth weight, birth length, and Apgar scores at 1 and 10 min (all p ≤ 0.005). In multivariable logistic regression, each additional week of gestation (OR 0.72, 95% CI 0.59–0.87), higher birth weight (OR 0.998, 95% CI 0.997–0.999), and higher Apgar scores (OR 0.69 at 1 min; OR 0.60 at 10 min) were significantly associated with survival. Ventilation was required in 97.7% of infants, and outcomes differed significantly by ventilation modality (p = 0.021), with the lowest mortality observed in those treated with combined invasive and non-invasive ventilation. Resuscitation (p < 0.001) and inotropic support (p < 0.001) were strongly associated with death. Length of PICU stay and duration of ventilation were significantly shorter in non-survivors (p < 0.05). Surfactant therapy was used in 79.1% of infants but was not significantly associated with survival. Conclusions: Gestational age, birth weight, and early postnatal condition were the strongest predictors of survival in preterm infants with RDS. Non-invasive and combined ventilation were associated with better outcomes, whereas the need for resuscitation and inotropes indicated markedly higher mortality. These results highlight the importance of early stabilization and optimized respiratory support in improving outcomes. Full article
(This article belongs to the Special Issue Clinical Insights into Pediatric Critical Care)
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10 pages, 226 KB  
Article
Risk Factors and Clinical Outcomes of Post-Extubation Stridor in Pediatric Intensive Care
by Jakeline Godinho Fonseca, Cristiane Fernandes de Moura, Geovana Soffa Rézio, Laís Aparecida da Silva, Mayara Moreira de Deus, Amanda Elis Rodrigues, Juliana Alves de Sousa Caixeta, Luiza Avelino Ferri and Melissa Ameloti Gomes Avelino
Children 2025, 12(12), 1698; https://doi.org/10.3390/children12121698 - 16 Dec 2025
Viewed by 359
Abstract
Objectives: To assess risk factors for post-extubation stridor in children and its impact on clinical outcomes. Methods: Prospective cohort study with children aged from 0 to 13 years who were intubated or underwent orotracheal intubation in the pediatric intensive care units (PICU) of [...] Read more.
Objectives: To assess risk factors for post-extubation stridor in children and its impact on clinical outcomes. Methods: Prospective cohort study with children aged from 0 to 13 years who were intubated or underwent orotracheal intubation in the pediatric intensive care units (PICU) of two tertiary public hospitals. The outcome of interest was the occurrence of post-extubation stridor. The information collected included patient characteristics, comorbidities, history of airway manipulation, and factors related to orotracheal intubation. A logistic regression was used to identify potential risk factors for post-extubation stridor; data were analyzed until hospital discharge, death, or referral to another facility. Results: A total of 239 children were included, with a median age of 1.3 years and a duration of intubation of three days. Post-extubation stridor was observed in 57.3% of children. A multivariate analysis included prehospital or non-specialized hospital intubation, trauma or complications during intubation, and orotracheal intubation longer than seven days as risk factors for stridor. Children with stridor had a longer PICU length of stay, longer duration of invasive mechanical ventilation, and were often managed with non-invasive ventilation (p < 0.05). Most children with extubation failure (p = 0.001) and cardiorespiratory arrest (p = 0.03) presented with stridor. Conclusions: Risk factors for post-extubation stridor included intubation performed in prehospital or non-specialized hospitals, orotracheal intubation longer than seven days, and trauma or complications during intubation. Children with stridor had a worse prognosis, with longer stays in the PICU and on mechanical ventilation and higher rates of extubation failure. Full article
(This article belongs to the Section Pediatric Emergency Medicine & Intensive Care Medicine)
14 pages, 493 KB  
Article
Nutritional Support Patterns and Outcomes in Pediatric Veno-Venous and Veno-Arterial Extracorporeal Membrane Oxygenation: A Retrospective Analysis
by Marwa Mansour, Nancy Chung, Blessy Philip, Kelly Martinek, Jesse Stoakes, Sarah Nelin, Nicole Knebusch, Cole Burgman, Jorge A. Coss-Bu and Andrea Ontaneda
Nutrients 2025, 17(24), 3928; https://doi.org/10.3390/nu17243928 - 16 Dec 2025
Viewed by 457
Abstract
Background: Nutritional support in patients receiving extracorporeal membrane oxygenation (ECMO) is a clinical challenge. Hemodynamic instability and concerns about gut perfusion delay enteral nutrition (EN), resulting in frequent use of total parenteral nutrition (TPN). This study aimed to compare nutritional practices in patients [...] Read more.
Background: Nutritional support in patients receiving extracorporeal membrane oxygenation (ECMO) is a clinical challenge. Hemodynamic instability and concerns about gut perfusion delay enteral nutrition (EN), resulting in frequent use of total parenteral nutrition (TPN). This study aimed to compare nutritional practices in patients on venoarterial (VA) vs. venovenous (VV) ECMO, and to evaluate the associations between prolonged TPN use, feeding status, circuit change frequency, length of stay, and survival. Methods: Retrospective cohort study of ECMO patients in a quaternary pediatric intensive care unit. Nutritional variables included route and amount of nutrition delivery. The primary outcome was the nutrition type (enteral vs. parenteral) in association with ECMO mode (VV vs. VA). Secondary outcomes included associations between nutrition variables (TPN by Day 14, lack of EN by Day 5 or 7) and circuit changes, ECMO duration, ICU/hospital length of stay (LOS), and mortality. Analyses by Mann–Whitney and chi-square tests. Multivariable Poisson regression was used to identify independent predictors of circuit change frequency. Results: Patients on VV ECMO achieved higher enteral intake than those on VA ECMO. Persistent need for TPN by Day 14 was associated with longer PICU LOS, hospital LOS, and ECMO duration and was independently associated with 71% higher circuit change frequency. Survival did not differ significantly by TPN duration or early EN exposure. Conclusions: VV ECMO patients received higher enteral nutrition. Persistent need for TPN by day 14 was associated with worse outcomes. These findings underscore the need for standardized, evidence-based feeding strategies in this population. Full article
(This article belongs to the Special Issue Nutritional Support for Critically Ill Patients)
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13 pages, 1105 KB  
Systematic Review
Circulating Surfactant Protein-D for Risk Stratification in Paediatric Acute Lung Infections: A Systematic Review
by Ramona Chelcea, Ioana Mihaiela Ciuca, Naresh Reddy Mudireddy, Felix Bratosin, Livia Stanga and Gabriel Veniamin Cozma
Diagnostics 2025, 15(22), 2830; https://doi.org/10.3390/diagnostics15222830 - 7 Nov 2025
Cited by 2 | Viewed by 1188
Abstract
Background and Objectives: Surfactant protein-D (SP-D) enters the circulation when the alveolo-capillary barrier is injured. We synthesised evidence on the diagnostic and prognostic performance of circulating SP-D in children with acute infectious lung disease. Methods: We searched MEDLINE, Embase and Scopus (inception–1 June [...] Read more.
Background and Objectives: Surfactant protein-D (SP-D) enters the circulation when the alveolo-capillary barrier is injured. We synthesised evidence on the diagnostic and prognostic performance of circulating SP-D in children with acute infectious lung disease. Methods: We searched MEDLINE, Embase and Scopus (inception–1 June 2025) for human studies reporting serum/plasma SP-D in patients <18 years with community-acquired pneumonia (CAP), viral pneumonitis or paediatric ARDS (PARDS). Two reviewers independently screened, extracted data and assessed risk of bias (ROBINS-I). Primary outcomes were discrimination of severe versus non-severe disease and prediction of hard outcomes (mechanical ventilation, PARDS and mortality). Heterogeneity in assays and outcome definitions precluded meta-analysis; a narrative synthesis was undertaken. Results: Five studies (n = 723) from emergency and PICU settings met inclusion criteria. Admission SP-D was consistently higher in severe versus mild CAP; reported AUCs ranged 0.699–0.802. Thresholds of 110–180 ng/mL yielded sensitivities of 67–85% and specificities of 45–70%. In influenza-associated respiratory failure, SP-D correlated with ventilator days (r ≈ 0.45) and ICU length of stay (r ≈ 0.44). In multicentre PARDS cohorts, each 10 ng/mL increase in SP-D was associated with higher odds of severe PARDS and death (adjusted OR 1.02 per 10 ng/mL). Overall risk of bias across studies was low-to-moderate, with one study rated serious due to sampling and adjustment limitations. Conclusions: Across pathogens and care settings, elevated circulating SP-D correlates with radiographic consolidation, evolving PARDS and worse short-term outcomes. Although assay standardisation and external validation are needed, current evidence supports incorporating SP-D into multiparametric, age-aware risk-stratification algorithms for childhood pneumonia and viral lung injury. Full article
(This article belongs to the Section Diagnostic Microbiology and Infectious Disease)
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11 pages, 961 KB  
Article
Routine Chest X-Rays in Critical Bronchiolitis Do Not Improve Outcomes
by Trisha Sunderajan, Da-Eun (Shira) Choi, Caroline LaFerla, Robert D. Guglielmo, Harsha K. Chandnani, Michael C. Mount, Harmanpreet S. Chawla and Michael E. Giang
J. Clin. Med. 2025, 14(21), 7810; https://doi.org/10.3390/jcm14217810 - 3 Nov 2025
Viewed by 1033
Abstract
Background: Routine chest X-rays (CXR) are not recommended by the American Academy of Pediatrics in bronchiolitis, yet remain a mainstay in diagnostics. We aimed to understand the impact of obtaining CXRs in patients with critical bronchiolitis, assessing intensive care unit length of stay [...] Read more.
Background: Routine chest X-rays (CXR) are not recommended by the American Academy of Pediatrics in bronchiolitis, yet remain a mainstay in diagnostics. We aimed to understand the impact of obtaining CXRs in patients with critical bronchiolitis, assessing intensive care unit length of stay (ICU-LOS) and intensive care unit level of respiratory support (ICU-LRS). Methods/Design: This single-center retrospective cohort study assessed children less than three years of age admitted to the PICU, pediatric step-down ICU, and pediatric cardiac ICU. Two groups were used for analysis: patients with CXR and no-CXR. The primary outcome was the difference in ICU-LOS and ICU-LRS between the groups. The critical bronchiolitis score (CBS) was used to calculate a predicted ICU-LOS and ICU-LRS. The secondary outcome was the difference between actual and predicted ICU-LOS and ICU-LRS, comparing the groups. Results: Of the 107 patients included, 65 patients (61%) received a CXR. Patients who received a CXR had significantly longer ICU-LOS (p = 0.01) and ICU-LRS (p = 0.02), despite no difference in predicted illness severity (ICU-LOS, p = 0.4; ICU-LRS, p = 0.3). The difference between actual and predicted ICU-LOS was greater in the no-CXR group (–1.4 days) compared to the CXR group (–0.8 days; p = 0.04). A similar trend was observed in ICU-LRS (–0.1 vs. –0.6 days; p = 0.1), though not statistically significant. Conclusions: Routine CXRs are common in critically ill bronchiolitis patients and may be associated with longer ICU-LOS and ICU-LRS, despite similar illness severity. Full article
(This article belongs to the Special Issue Pediatric Pulmonology: Recent Developments and Emerging Trends)
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16 pages, 763 KB  
Article
Optimizing Pediatric Intermediate Care: Clinical Predictors of Deterioration and Length of Stay in a Tertiary Setting
by Giacomo Brisca, Carlotta Pepino, Marcello Mariani, Giacomo Tardini, Marta Romanengo, Emanuele Giacheri, Marisa Mallamaci, Isabella Buffoni, Valentina Carrato, Marina Francesca Strati, Stefania Santaniello, Rossana Taravella, Laura Puzone, Lisa Rossoni, Michela Di Filippo, Daniela Pirlo and Andrea Moscatelli
J. Clin. Med. 2025, 14(18), 6398; https://doi.org/10.3390/jcm14186398 - 10 Sep 2025
Viewed by 723
Abstract
Background/Objective: Pediatric Intermediate Care Units (PIMCUs) provide enhanced monitoring and support for children who require more care than standard wards but do not meet full Pediatric Intensive Care Unit (PICU) criteria. Despite their growing role, evidence on how to stratify risk and predict [...] Read more.
Background/Objective: Pediatric Intermediate Care Units (PIMCUs) provide enhanced monitoring and support for children who require more care than standard wards but do not meet full Pediatric Intensive Care Unit (PICU) criteria. Despite their growing role, evidence on how to stratify risk and predict clinical trajectories within this specific population remains scarce. This study aimed to identify admission factors associated with (1) early unplanned transfer to the PICU within 48 h and (2) prolonged length of stay (LOS) in the PIMCU of a tertiary Italian pediatric hospital. Methods: We conducted a retrospective observational study including 893 children admitted to the PIMCU at IRCCS Gaslini Children’s Hospital (Genoa, Italy) between January 2022 and June 2023. Demographic, clinical, laboratory, and outcome data were collected. Multivariable logistic regression and negative binomial models were used to assess predictors of early PICU transfer and prolonged LOS, respectively. Results: Early PICU transfer occurred in 2.8% of cases. Tachypnea (OR = 2.80; p = 0.018) and nasogastric tube (OR = 3.72; p = 0.014) at admission were independently associated with PICU transfer within 48 h. Prolonged LOS was significantly associated with the need for respiratory support and the presence of medical devices, including nasogastric tubes, central venous lines, and thoracic/abdominal drains. Conclusions: Specific clinical markers and device use at admission can help identify patients at higher risk of deterioration or extended PIMCU stay, supporting more accurate triage, early intervention, and resource optimization in pediatric intermediate care settings. Full article
(This article belongs to the Section Clinical Pediatrics)
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18 pages, 786 KB  
Article
Prevalence and Associated Mortality of Infections by Multidrug-Resistant Organisms in Pediatric Intensive Care Units in Argentina (PREV-AR-P)
by Wanda Cornistein, Carina Balasini, Yanina Nuccetelli, Viviana M. Rodriguez, Norma Cudmani, Maria Virginia Roca, Graciela Sadino, Martín Brizuela, Analía Fernández, Soledad González, Damián Águila, Alejandra Macchi, Maria Inés Staneloni and Elisa Estenssoro
Antibiotics 2025, 14(5), 493; https://doi.org/10.3390/antibiotics14050493 - 11 May 2025
Cited by 1 | Viewed by 2682
Abstract
Background/Objectives: Data on multidrug-resistant organism (MDRO) infections in children are scarce, especially in resource-limited regions. This study aimed to estimate the prevalence of MDRO infections in pediatric intensive care units (PICUs) and characterize their epidemiologic and clinical features. Methods: A national, multicenter, point-prevalence [...] Read more.
Background/Objectives: Data on multidrug-resistant organism (MDRO) infections in children are scarce, especially in resource-limited regions. This study aimed to estimate the prevalence of MDRO infections in pediatric intensive care units (PICUs) and characterize their epidemiologic and clinical features. Methods: A national, multicenter, point-prevalence study was conducted in 50 PICUs in Argentina over 24 h between 24 and 28 November 2023. The primary study outcome was the prevalence of ICU infections caused by MDROs. Secondary outcomes included the prevalence of carbapenemase-producing Enterobacterales (CPE) colonization, ICU mortality, and ICU length of stay (LOSICU). Results: 304 patients were included. The overall prevalence of infection was 45.1% (137/304); of these, 50.3% (69/137) were hospital-acquired. Among the 137 patients with reported infections, 49.6% (n = 68) were classified as definite (microbiologically confirmed) and 50.4% (n = 69) as probable (no confirmatory microbiology). Among definite infections, 20.6% (n = 14) were due to MDROs. The overall prevalence of MDRO infections was 4.6% (14/304). Extended-spectrum β-lactamase (ESBL)-producing organisms were the most commonly identified microorganisms (42.9%), followed by CPE (28.6%). Ventilator-associated pneumonia (VAP) was the most frequent location of MDRO infections. The prevalence of CPE colonization was 13.2%. Mortality was low (5.3%) and similar in patients with MDRO and non-MDRO infections. LOSICU was longer in patients with MDRO infections compared to patients with non-MDRO infections (81 [22–150] vs. 25 [12–27] days, respectively, p = 0.0007). Conclusions: Among 304 PICU patients, the prevalence of MDRO infections and colonization was relatively low. MDRO infections were not associated with increased mortality but were associated with longer ICU stays, compared to patients with non-MDRO infections. Full article
(This article belongs to the Special Issue Nosocomial Infections and Complications in ICU Settings)
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10 pages, 214 KB  
Article
Nutritional Status, Social Determinants of Health and Clinical Outcomes in Critically Ill Children
by Yash Desai, Andrea Marroquín, Paola Hong-Zhu, Nicole Knebusch, Stephanie Vazquez, Marwa Mansour, Thomas P. Fogarty, M. Hossein Tcharmtchi, Fernando Stein and Jorge A. Coss-Bu
Children 2025, 12(3), 390; https://doi.org/10.3390/children12030390 - 20 Mar 2025
Cited by 1 | Viewed by 1431
Abstract
Introduction: Childhood malnutrition remains a risk factor for morbidity and mortality. Children admitted to the Pediatric Intensive Care Unit (PICU) are at a higher risk of worsening nutritional status with adverse clinical outcomes. The burden of malnutrition is strongly linked to various well-defined [...] Read more.
Introduction: Childhood malnutrition remains a risk factor for morbidity and mortality. Children admitted to the Pediatric Intensive Care Unit (PICU) are at a higher risk of worsening nutritional status with adverse clinical outcomes. The burden of malnutrition is strongly linked to various well-defined social determinants of health, including race, socioeconomic status, and geography, as these factors influence household food insecurity. This study aimed to analyze the interrelationships of nutritional status, social determinants of health, and health outcomes in critically ill children. Methods: Retrospective cohort study of 6418 critically ill children admitted to PICU from January 2014 to December 2017. Demographic and anthropometric measurements were collected upon admission and outcomes. Based on the patient’s zip code, and median household income, we estimated the percentage of the population living in poverty, and the percentage of the population experiencing food insecurity for 5912 children. Results: The prevalence of underweight, chronic, and acute malnutrition was 13.2%, 17.9%, and 5.6%, respectively. Malnourished children had longer duration of mechanical ventilation and longer PICU and hospital lengths of stay (LOS) compared to nourished children. Underweight and chronic malnutrition were associated with higher mortality. Hispanic children had the highest prevalence of poverty level, while non-Hispanic Black children had the highest food insecurity level and lowest median income. Ethnicity was not associated with mortality. Conclusions: Malnourished critically ill children who were disproportionately non-Hispanic Black, Hispanic, and Asian had worse hospital outcomes, including prolonged hospital and PICU length of stay, increased time on mechanical ventilation, and a higher risk of mortality. Full article
(This article belongs to the Special Issue Infant and Early Childhood Nutrition)
10 pages, 545 KB  
Article
Clinical Value of Tocilizumab in Reducing Mortality in Refractory Septic Shock in Children with Hematologic and Non-Hematologic Diseases
by En-Pei Lee, Jainn-Jim Lin, Shih-Hsiang Chen, Oi-Wa Chan, Ya-Ting Su, Man-Ru Hsiao, Shao-Hsuan Hsia and Han-Ping Wu
Cells 2025, 14(6), 441; https://doi.org/10.3390/cells14060441 - 16 Mar 2025
Cited by 3 | Viewed by 1925
Abstract
Background: Pediatric sepsis remains the main cause of morbidity and mortality among children. Interleukin (IL)-6 is usually produced after infection, and elevated IL-6 levels may cause multisystemic damage. This study aimed to evaluate the effect of tocilizumab, an IL-6 receptor antibody, on children [...] Read more.
Background: Pediatric sepsis remains the main cause of morbidity and mortality among children. Interleukin (IL)-6 is usually produced after infection, and elevated IL-6 levels may cause multisystemic damage. This study aimed to evaluate the effect of tocilizumab, an IL-6 receptor antibody, on children with septic shock. Methods: We conducted a retrospective cohort study of children diagnosed with septic shock and admitted to the pediatric intensive care unit (PICU) between 2018 and 2024. Tocilizumab was administered within 24 h to patients with high IL-6 levels who developed refractory septic shock. Outcomes, including 28-day mortality, morbidity, length of PICU stay, and shock duration, were analyzed between septic children with different etiologies and differed treatments. Results: Fifty-four children with refractory septic shock were included. Patients treated with tocilizumab (n = 21) showed improved outcomes compared to those without tocilizumab (n = 33), including shorter PICU stays and lower mortality rates (14.2% vs. 54.5%, p = 0.03). Subgroup analysis revealed that in the non-hematologic group, tocilizumab-treated patients had a 0% mortality rate compared to 50% in untreated patients (p = 0.006). In the hematologic group, tocilizumab-treated patients exhibited a 27.2% mortality rate compared to 61.5% in untreated patients (p = 0.09). Trends in IL-6 levels (D1 to D7) were significantly higher in non-survivors compared to survivors and in patients with hematological malignancies compared to those without. No adverse events, including secondary infections or long-term liver impairment, were observed. Conclusions: Tocilizumab appears to mitigate systemic inflammation and improve outcomes in children with refractory septic shock and elevated IL-6 levels. Further prospective studies are warranted to confirm these findings and establish treatment guidelines. Full article
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11 pages, 585 KB  
Article
Acute Kidney Injury in Critically Ill Children: Prevalence, Progression, Recovery Mortality, and Impact of Severity
by Mohammed Naeem, Seham Alarishi, Fatmah Othman, Mohammed Alfurayh and Hamad Alkhalaf
J. Clin. Med. 2025, 14(3), 886; https://doi.org/10.3390/jcm14030886 - 29 Jan 2025
Cited by 3 | Viewed by 2260
Abstract
Introduction: Acute kidney injury (AKI) among the pediatric population is considered a risk factor for mortality and morbidities during pediatric intensive care unit (PICU) admission. The association between AKI and increased mortality risk and length of stay (LOS) is still inconclusive. This [...] Read more.
Introduction: Acute kidney injury (AKI) among the pediatric population is considered a risk factor for mortality and morbidities during pediatric intensive care unit (PICU) admission. The association between AKI and increased mortality risk and length of stay (LOS) is still inconclusive. This retrospective cohort study aimed to evaluate the impact of AKI severity upon critical management and clinical parameters with an evaluation of severity progression among AKI patients admitted to the PICU at a tertiary care hospital. Methods: AKI, defined with the Kidney Disease Improving Global Outcomes (KDIGO) classification, was determined based on serum creatinine and urine output with respect to the patient’s baseline value. The following outcomes were examined: mortality, mechanical ventilation use, use of non-invasive ventilation, recovery at discharge, and LOS in the hospital and PICU stratified by type of AKI upon admission. Medical records of the 165 included patients were reviewed for clinical data and study outcomes. Results: The median age of the patients was 7 years (IQR 1.5–10 years), and 58% were boys; 78 (47.2%) had stage 1 AKI, 49 (29.71%) had stage 2 AKI, and 38 (23%) had stage 3 AKI at admission. The mortality rate was 26%. The median LOS in the PICU was statistically significant between AKI stages, with a higher median LOS among patients with AKI stage 3 at admission. Using the maximum KDIGO stage, there was no association between AKI and mortality (adjusted OR 1.91, 95% CI 0.05), whereas for the mechanical ventilation outcome, the adjusted OR was 1.84 (95% CI 0.42–8.1). Conclusions: The severity of AKI is not associated solely with mortality and clinical outcomes as the numbers of comorbidities and organ failures contribute to mortality. However, improving awareness of AKI and understanding the disease progression course would reduce acute and long-term morbidity and mortality. Full article
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16 pages, 746 KB  
Article
Bronchiolitis Severity Affects Blood Count and Inflammatory Marker Levels: A Real-Life Experience
by Antonella Gambadauro, Salvatore Mollica, Emanuela Rosa, Federica Xerra, Alessandra Li Pomi, Mariella Valenzise, Maria Francesca Messina, Agata Vitale, Eloisa Gitto, Malgorzata Wasniewska, Giuseppina Zirilli and Sara Manti
Viruses 2025, 17(1), 77; https://doi.org/10.3390/v17010077 - 9 Jan 2025
Cited by 2 | Viewed by 3083
Abstract
Background: Bronchiolitis is the most common cause of lower respiratory tract infection (LRTI) in the first year of life. We analyzed the association between complete blood count (CBC), c-reactive protein (CRP), and novel inflammatory indexes (NLR, PLR, MLR, ELR, LMR, NPR, LPR, LNR, [...] Read more.
Background: Bronchiolitis is the most common cause of lower respiratory tract infection (LRTI) in the first year of life. We analyzed the association between complete blood count (CBC), c-reactive protein (CRP), and novel inflammatory indexes (NLR, PLR, MLR, ELR, LMR, NPR, LPR, LNR, PNR, SII, SIRI) in predicting bronchiolitis severity at hospital admission. Methods: We retrospectively collected data from 95 infants hospitalized for bronchiolitis in a third-level hospital during three epidemic seasons. Five outcomes of severity were analyzed: BRAS; pediatric intensive care unit (PICU) admission; ventilatory support; intravenous (IV) rehydration; and length of stay (LOS). Results: Lower age and weight at admission were statistically associated with four of the five severity outcomes. Prolonged LOS (≥6 days) was associated with high values of total white blood cells, lymphocytes, and eosinophils. Only three inflammatory indexes (PLR, MLR, and PNR) showed a significant association with one outcome (prolonged LOS). A new index (RBC/AiW/1000) was statistically associated with each severity outcome for a value > 350. Conclusions: We proposed a comprehensive analysis of the association between CBC, CRP, and novel inflammatory indexes and bronchiolitis severity. RBC/AiW/1000 could represent a future predictive marker of disease severity at hospital admission in infants with bronchiolitis. Full article
(This article belongs to the Section Human Virology and Viral Diseases)
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11 pages, 1098 KB  
Article
Pediatric Intensive Care Unit Length of Stay Prediction by Machine Learning
by Hammad A. Ganatra, Samir Q. Latifi and Orkun Baloglu
Bioengineering 2024, 11(10), 962; https://doi.org/10.3390/bioengineering11100962 - 26 Sep 2024
Cited by 5 | Viewed by 3033
Abstract
Purpose: To develop and validate machine learning models for predicting the length of stay (LOS) in the Pediatric Intensive Care Unit (PICU) using data from the Virtual Pediatric Systems (VPS) database. Methods: A retrospective study was conducted utilizing machine learning (ML) [...] Read more.
Purpose: To develop and validate machine learning models for predicting the length of stay (LOS) in the Pediatric Intensive Care Unit (PICU) using data from the Virtual Pediatric Systems (VPS) database. Methods: A retrospective study was conducted utilizing machine learning (ML) algorithms to analyze and predict PICU LOS based on historical patient data from the VPS database. The study included data from over 100 North American PICUs spanning the years 2015–2020. After excluding entries with missing variables and those indicating recovery from cardiac surgery, the dataset comprised 123,354 patient encounters. Various ML models, including Support Vector Machine, Stochastic Gradient Descent Classifier, K-Nearest Neighbors, Decision Tree, Gradient Boosting, CatBoost, and Recurrent Neural Networks (RNNs), were evaluated for their accuracy in predicting PICU LOS at thresholds of 24 h, 36 h, 48 h, 72 h, 5 days, and 7 days. Results: Gradient Boosting, CatBoost, and RNN models demonstrated the highest accuracy, particularly at the 36 h and 48 h thresholds, with accuracy rates between 70 and 73%. These results far outperform traditional statistical and existing prediction methods that report accuracy of only around 50%, which is effectively unusable in the practical setting. These models also exhibited balanced performance between sensitivity (up to 74%) and specificity (up to 82%) at these thresholds. Conclusions: ML models, particularly Gradient Boosting, CatBoost, and RNNs, show moderate effectiveness in predicting PICU LOS with accuracy slightly over 70%, outperforming previously reported human predictions. This suggests potential utility in enhancing resource and staffing management in PICUs. However, further improvements through training on specialized databases can potentially achieve better accuracy and clinical applicability. Full article
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12 pages, 272 KB  
Article
Clinical and Laboratory Parameters Associated with PICU Admission in Children with Multisystem Inflammatory Syndrome Associated with COVID-19 (MIS-C)
by Maria-Myrto Dourdouna, Evdoxia Mpourazani, Elizabeth-Barbara Tatsi, Chrysanthi Tsirogianni, Charikleia Barbaressou, Nick Dessypris and Athanasios Michos
J. Pers. Med. 2024, 14(9), 1011; https://doi.org/10.3390/jpm14091011 - 23 Sep 2024
Cited by 2 | Viewed by 1728
Abstract
Background/Objectives: Multisystem Inflammatory Syndrome in children (MIS-C) is a rare but severe post-infectious complication of COVID-19 that often requires admission to the Pediatric Intensive Care Unit (PICU). The present study aimed to compare the demographic, clinical, and laboratory characteristics of children diagnosed with [...] Read more.
Background/Objectives: Multisystem Inflammatory Syndrome in children (MIS-C) is a rare but severe post-infectious complication of COVID-19 that often requires admission to the Pediatric Intensive Care Unit (PICU). The present study aimed to compare the demographic, clinical, and laboratory characteristics of children diagnosed with MIS-C who were admitted to the PICU and those who did not require PICU admission. Methods: Children diagnosed with MIS-C from September 2020 to April 2023 were included in this case-control study. Demographic, clinical, and laboratory data were collected from medical records. Results: Fifty children with MIS-C were included in the study [median (IQR) age: 7.5 (4.3, 11.4) years, 28/50 (56%) males]. Twenty-two (22/50, 44%) children required admission to the PICU. In the multivariate regression analysis, hepatic (OR: 12.89, 95%CI: 1.35–123.41, p-value = 0.03) and cardiological involvement (OR: 34.55, 95%CI: 2.2–541.91, p-value = 0.01) were significantly associated with hospitalization at the PICU. Regarding the laboratory and imaging parameters during the first 48 h from admission, D-dimer levels higher than 4 μg/mL and decreased Left Ventricular Ejection Fraction (LVEF) were associated with an increased risk of PICU admission (OR: 7.95, 95%CI: 1.48–42.78, p-value = 0.02 and OR = 1.28, 95%CI: 1.07–1.53, p-value = 0.01). Children who were admitted to the PICU were more likely to develop complications during their hospitalization (10/22, 45.5% vs. 3/28, 10.7%, p-value = 0.005) and were hospitalized for more days than children in the pediatric ward (median length of stay (IQR): 20 (15, 28) days vs. 8.5 (6, 14) days, p-value < 0.001). Conclusions: The findings of this study indicate that cardiovascular and hepatic involvement and increased D-dimer levels in children with MIS-C might be associated with admission to the PICU. Full article
(This article belongs to the Special Issue Personalized Medicine for COVID-19)
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13 pages, 1490 KB  
Article
Analysis of a Cohort of 165 Pediatric Patients with Human Bocavirus Infection and Comparison between Mono-Infection and Respiratory Co-Infections: A Retrospective Study
by Alice Caporizzi, Federica Ravidà, Sara Barneschi, Maria Moriondo, Francesco Nieddu, Silvia Boscia, Mariangela Stinco, Silvia Ricci and Sandra Trapani
Pathogens 2024, 13(1), 55; https://doi.org/10.3390/pathogens13010055 - 6 Jan 2024
Cited by 15 | Viewed by 3440
Abstract
Introduction: Human Bocavirus (HBoV) is mainly associated with respiratory tract infections. However, its role as respiratory pathogen is not fully understood for a high co-infection rate in symptomatic patients and a significant HBoV detection rate in asymptomatic subjects. This study aimed to describe [...] Read more.
Introduction: Human Bocavirus (HBoV) is mainly associated with respiratory tract infections. However, its role as respiratory pathogen is not fully understood for a high co-infection rate in symptomatic patients and a significant HBoV detection rate in asymptomatic subjects. This study aimed to describe a large cohort of children with HBoV infection and to compare HBoV mono-infection and co-infections. Methods: We retrospectively reviewed data from 165 children admitted to Meyer Children’s Hospital IRCCS from March 2022 to March 2023 with the diagnosis of HBoV infection, detected using Reverse Transcription qPCR from nasal swabs. Thereafter, we compared patients with HBoV mono-infection (Group A) and those with HBoV co-infections (Group B) in terms of disease severity, established by the length of stay (LOS), the requirement of Pediatric Intensive Care Unit (PICU), and advanced respiratory support (ARS). Results: The median age was 1.5 years; 80% of patients presented with respiratory symptoms. The discharge rate from the emergency department (ED) within 24 h was 42.4%. Most cases (57.6%) were hospitalized, and 7.3% were admitted to PICU due to respiratory failure. Group A comprised 69 patients, and Group B 96 children (95% viral co-infections, 2% bacterial, 3% viral and bacterial). Group A and Group B were similar in hospitalization rate but differed significantly in LOS (median 3 vs. 5 days) and requirement of PICU admission (0 vs. 12 patients, p < 0.001). Patients with a respiratory disease history (17.5%) showed significantly longer LOS and more necessity of inhaled bronchodilator therapy. Conclusions: HBoV should be considered a relevant respiratory pathogen especially in viral co-infections. Patients with HBoV co-infections have a higher risk of necessitating advanced respiratory support with more PICU admission and longer LOS; a previous respiratory disease puts them at a higher risk of longer hospitalization. Full article
(This article belongs to the Section Viral Pathogens)
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11 pages, 1058 KB  
Article
Melatonin Use in Pediatric Intensive Care Units: A Single-Center Experience
by Jessica L. Jacobson, Joanna Tylka, Savannah Glazer, Yanyu Zhang, Rosario Cosme, Jean M. Silvestri and Pallavi P. Patwari
Med. Sci. 2023, 11(3), 55; https://doi.org/10.3390/medsci11030055 - 28 Aug 2023
Cited by 2 | Viewed by 4294
Abstract
Growing evidence indicates that altered melatonin secretion during critical illness may influence the quality and quantity of sleep, delirium, and overall recovery. However, limited data exist regarding the use of melatonin in pediatric critical illness. Data were reviewed over a 5-year period at [...] Read more.
Growing evidence indicates that altered melatonin secretion during critical illness may influence the quality and quantity of sleep, delirium, and overall recovery. However, limited data exist regarding the use of melatonin in pediatric critical illness. Data were reviewed over a 5-year period at a tertiary pediatric intensive care unit for pediatric patients (ages 0–18 years) who were prescribed melatonin with the aim of identifying the frequency of and indications for use. Data collection included the hospital day of initiation, the dose, the frequency, the duration of use, and the length of stay. The results demonstrate that melatonin was infrequently prescribed (6.0% of patients admitted; n = 182) and that the majority of patients received melatonin as continuation of home medication (46%; n = 83 of 182). This group had significantly earlier melatonin use (0.9 ± 2.3 day of hospitalization; p < 0.0001) and significantly reduced lengths of stay compared to the other groups (mean LOS 7.2 ± 9.3 days; p < 0.0001). Frequently, clear documentation of indication for melatonin use was absent (20%; n = 37). In conclusion, given that melatonin is infrequently used within a tertiary PICU with the most common indication as the continuation of home medication, and often without clear documentation for indication, this presents an opportunity to emphasize a more attentive and strategic approach regarding melatonin use in the PICU population. Full article
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