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Aldewereld Z, Horvat C, Clermont G. Pediatric Sepsis Phenotype in a Single-Center Cohort Covering 2010-2020: Evolution in Day 1-Day 3 Trajectory and Potential Prognostic Value. Pediatr Crit Care Med 2025:00130478-990000000-00448. [PMID: 40019317 DOI: 10.1097/pcc.0000000000003708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
OBJECTIVES To examine the utility of day 3 sepsis phenotype classifications compared with day 1 and whether these could be reliably identified using routine clinical data on day 1. DESIGN Retrospective cohort study of pediatric patients managed 2010-2014 and 2018-2020. SETTING Academic children's hospital. PATIENTS One thousand eight hundred twenty-eight children (1 mo to 18 yr old) admitted to the PICU with suspected infection who received a minimum of 7 days of systemic antibiotics. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Subjects showed significant evolution of phenotype from day 1 to day 3, with 31.7-60.9% remaining the same type. Outcomes were worst in those classifying as type D on day 3, with mortality as high as 16.6% in those that were classified as type D on both days 1 and 3, as well as 11.3% in those initially classified as type C (a lower mortality type) on day 1 but type D on day 3. Accurate statistical prediction of day 3 types using multinomial logistic regression and random forest and day 1 data was poor, despite attempts to improve performance. CONCLUSIONS In our retrospective cohort of patients with sepsis, we identified significant evolution in phenotype over the first 3 days of illness. Day 3 phenotypes may provide more accurate statistical prediction of outcomes, but identification of day 3 phenotypes using data available early in the course of illness is challenging. New methods will likely be required to improve performance in this area.
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Affiliation(s)
- Zachary Aldewereld
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Christopher Horvat
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
- Division of Health Informatics, Department of Pediatrics, University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Gilles Clermont
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
- Department of Mathematics, University of Pittsburgh, Pittsburgh, PA
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Esposito S, Mucci B, Alfieri E, Tinella A, Principi N. Advances and Challenges in Pediatric Sepsis Diagnosis: Integrating Early Warning Scores and Biomarkers for Improved Prognosis. Biomolecules 2025; 15:123. [PMID: 39858517 PMCID: PMC11764224 DOI: 10.3390/biom15010123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2024] [Revised: 12/19/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025] Open
Abstract
Identifying and managing pediatric sepsis is a major research focus, yet early detection and risk assessment remain challenging. In its early stages, sepsis symptoms often mimic those of mild infections or chronic conditions, complicating timely diagnosis. Although various early warning scores exist, their effectiveness is limited, particularly in prehospital settings where accurate, rapid assessment is crucial. This review examines the roles of clinical prediction tools and biomarkers in pediatric sepsis. Traditional biomarkers, like procalcitonin (PCT), have improved diagnostic accuracy but are insufficient alone, often resulting in overprescription of antibiotics or delayed treatment. Combining multiple biomarkers has shown promise for early screening, though this approach can be resource-intensive and less feasible outside hospitals. Predicting sepsis outcomes to tailor therapy remains underexplored. While serial measurements of traditional biomarkers offer some prognostic insight, their reliability is limited, with therapeutic decisions often relying on clinical judgment. Novel biomarkers, particularly those identifying early organ dysfunction, hold potential for improved prognostic accuracy, but significant barriers remain. Many are only available in hospitals, require further validation, or need specialized assays not commonly available, limiting broader clinical use. Further research is needed to establish reliable protocols and enhance the clinical applicability of these tools. Meanwhile, a multifaceted approach that combines clinical judgment with existing tools and biomarkers remains essential to optimize pediatric sepsis management, improving outcomes and minimizing risks.
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Affiliation(s)
- Susanna Esposito
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (B.M.); (E.A.); (A.T.)
| | - Benedetta Mucci
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (B.M.); (E.A.); (A.T.)
| | - Eleonora Alfieri
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (B.M.); (E.A.); (A.T.)
| | - Angela Tinella
- Pediatric Clinic, Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (B.M.); (E.A.); (A.T.)
| | - Nicola Principi
- (Previous)Università degli Studi di Milano, 20122 Milan, Italy;
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Zhang X, Shang N, Zhang D, Wu J, Guo S. The independent predictive value of admission serum ferritin concentration for prognosis in elderly patients with community-acquired pneumonia in the emergency department. Front Cell Infect Microbiol 2025; 14:1505207. [PMID: 39867344 PMCID: PMC11757291 DOI: 10.3389/fcimb.2024.1505207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 12/16/2024] [Indexed: 01/28/2025] Open
Abstract
Background Community-acquired pneumonia (CAP) poses a significant health threat to the elderly population, leading to high morbidity and mortality rates. Serum ferritin, a critical indicator of iron metabolism, plays a pivotal role in inflammation and immune regulation. Nevertheless, its specific prognostic relevance in elderly patients with CAP remains unclear. This study aimed to evaluate the predictive capacity of serum ferritin in determining the prognosis of elderly patients with CAP and to investigate its effectiveness when combined with the sequential organ failure assessment (SOFA) or CURB-65 (confusion, uremia, respiratory rate, blood pressure, aged ≥65 years) scores. Methods This retrospective cohort study included 451 elderly patients (aged ≥65 years) diagnosed with CAP according to established criteria. Serum ferritin concentrations were measured upon admission and various prognostic indicators such as 28-day mortality, mechanical ventilation requirement, and vasopressor administration were analyzed in conjunction with white blood count (WBC), C-reactive protein (CRP), procalcitonin (PCT), lactate (Lac), SOFA scores, and CURB-65 scores. The independent predictive value of ferritin was assessed through receiver operating characteristic (ROC) curve analysis and multivariate logistic regression. Results Among the 451 patients, 99 (22%) died within 28 days. The area under the curve (AUC) of serum ferritin for predicting 28-day mortality was 0.75 (95%CI: 0.695-0.805). Ferritin outperformed WBC, CRP, and PCT in predictive performance, and its performance was comparable to Lac. When combined with SOFA or CURB-65 scores, the AUC of ferritin for predicting 28-day mortality increased to 0.84 and 0.847, respectively (P<0.001). Moreover, the AUC of ferritin for predicting vasopressor administration was 0.707, which increased to 0.864 and 0.822 when combined with SOFA or CURB-65 scores, respectively (P<0.001). Ferritin could predict mechanical ventilation requirement with an AUC of 0.618, but it was not an independent risk factor, and its predictive ability was not significantly different from other indicators. Conclusion Admission serum ferritin is an independent predictor for the prognosis of elderly patients with CAP, and it exhibits a strong ability to predict the 28-day mortality and vasopressor administration. The combination of ferritin with SOFA and CURB-65 scores significantly improves the prognostic predictive potency.
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Affiliation(s)
- Xiangqun Zhang
- Emergency Medicine Clinical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Clinical Center for Medicine in Acute Infection, Capital Medical University, Beijing, China
| | - Na Shang
- Emergency Medicine Clinical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Clinical Center for Medicine in Acute Infection, Capital Medical University, Beijing, China
| | - Da Zhang
- Emergency Medicine Clinical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Clinical Center for Medicine in Acute Infection, Capital Medical University, Beijing, China
| | - Junyuan Wu
- Emergency Medicine Clinical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Clinical Center for Medicine in Acute Infection, Capital Medical University, Beijing, China
| | - Shubin Guo
- Emergency Medicine Clinical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Clinical Center for Medicine in Acute Infection, Capital Medical University, Beijing, China
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4
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Tasker RC. Editor's Choice Articles for November. Pediatr Crit Care Med 2024; 25:985-987. [PMID: 39495705 DOI: 10.1097/pcc.0000000000003629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2024]
Affiliation(s)
- Robert C Tasker
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
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5
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Bottari G, Paionni E, Fegatelli DA, Murciano M, Rosati F, Ferrigno F, Pisani M, Cristaldi S, Musolino A, Borrelli G, Bochicchio C, Romani L, De Luca M, Agosta M, Lancella L, Villani A, Vestri A, Atti MCD, Perno CF, Porzio O, Raponi M, Cecchetti C. Pancreatic Stone Protein in the Diagnosis of Sepsis in Children Admitted to High-Dependency Care: A Single-Center Prospective Cohort Study. Pediatr Crit Care Med 2024; 25:937-946. [PMID: 39023339 DOI: 10.1097/pcc.0000000000003565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
OBJECTIVES Blood level of pancreatic stone protein (PSP) is a promising biomarker of sepsis both in adults and children. The aim of our study was to investigate the diagnostic accuracy of PSP in children with suspected sepsis and to compare diagnostic performance with other sepsis biomarkers approved for clinical use, that is, procalcitonin (PCT) and C-reactive protein (CRP). DESIGN Prospective study. SETTING PICU and pediatric emergency department. INTERVENTION Blood levels of PSP were measured using a nanofluidic point-of-care immunoassay (abioSCOPE, Abionic SA, Switzerland) within 24 hours of admission. MEASUREMENTS AND MAIN RESULTS We studied 99 children aged between older than 1 month and younger than 18 years with signs and symptoms of systemic inflammatory response syndrome (irrespective of associated organ dysfunction). The prevalence of sepsis was 35 of 99 (35.4%). Patients with sepsis had higher PSP levels ( p < 0.001) than patients with systemic inflammation of noninfectious cause. In this analysis, the optimal cutoff for the diagnosis of sepsis using PSP was 123 ng/mL, which resulted in a sensitivity of 0.63 (95% CI, 0.43-0.80), specificity of 0.89 (95% CI, 0.77-0.95). The PSP test area under the receiver operating characteristic curve (AUROC) was 0.82 (95% CI, 0.73-0.91) and, by comparison, procalcitonin and CRP AUROC were 0.70 (95% CI, 0.58-0.82) and 0.72 (95% CI, 0.60-0.84), respectively. Overall, the pretest to posttest probability of sepsis with a positive test changed from 0.35 to 0.73. CONCLUSIONS In this single-center prospective pediatric cohort, admitted to the high intensive care and to the PICU, our findings suggested the potential use of PSP as a sepsis biomarker. However, because of the clinical diagnostic uncertainty with a positive result, further investigation is needed particularly in combination with other biomarkers.
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Affiliation(s)
- Gabriella Bottari
- Pediatric Intensive Care, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Emanuel Paionni
- Clinical Analysis Laboratory, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Danilo Alunni Fegatelli
- Department of Life Sciences, Health and Helath Professions, LInk Campus University of Rome, Rome, Italy
| | - Manuel Murciano
- Emergency Department, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Francesco Rosati
- Emergency Department, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
- School of Pediatrics University of "Tor Vergata," Rome, Italy
| | - Federica Ferrigno
- Emergency Department, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
- School of Pediatrics University of "Tor Vergata," Rome, Italy
| | - Mara Pisani
- Emergency Department, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | | | - Annamaria Musolino
- Emergency Department, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Giorgia Borrelli
- Pediatric Intensive Care, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Chiara Bochicchio
- Pediatric Intensive Care, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Lorenza Romani
- Infectious Diseases Unit, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Maia De Luca
- Infectious Diseases Unit, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Marilena Agosta
- Department of Microbiology and Immunology Diagnosis, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Laura Lancella
- Infectious Diseases Unit, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | - Alberto Villani
- General Pediatric and Infectious Disease Unit, Pediatric Emergency Medicine, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Annarita Vestri
- Department of Public Helath and Infectious Disease, Sapienza University of Rome, Rome, Italy
| | - Marta Ciofi Degli Atti
- Clinical Pathways and Epidemiology Unit Medical Direction, Bambino Gesù Children's Hospital, IRCSS, Rome Italy
| | - Carlo F Perno
- Department of Microbiology and Immunology Diagnosis, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Ottavia Porzio
- Clinical Analysis Laboratory, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
| | | | - Corrado Cecchetti
- Pediatric Intensive Care, Bambino Gesù Children's Hospital, IRCSS, Rome, Italy
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Lungu N, Jura AMC, Popescu DE, Horhat FG, Manea AM, Boia M. Understanding the Difficulties in Diagnosing Neonatal Sepsis: Assessing the Role of Sepsis Biomarkers. J Crit Care Med (Targu Mures) 2024; 10:316-328. [PMID: 39829727 PMCID: PMC11740700 DOI: 10.2478/jccm-2024-0039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 09/10/2024] [Indexed: 01/22/2025] Open
Abstract
Background Neonatal sepsis is a serious condition with high rates of morbidity and mortality, caused by the rapid growth of microorganisms that trigger a systemic reaction. Symptoms can range from mild to severe presentations. The causative microorganism is usually transmitted from mothers, especially from the urogenital tract, or can originate from the community or hospital. Methods Our retrospective study assessed 121 newborns, including both preterm and term infants, divided into three groups within the first 28 days of life: early-onset sepsis (35), late-onset sepsis (39), and a control group (47). Blood samples and cultures were obtained upon admission or at the onset of sepsis (at 24 and 72 hours). The study aimed to evaluate the limitations of commonly used biomarkers and new markers such as lactate dehydrogenase and ferritin in more accurately diagnosing neonatal sepsis. Results Our study revealed a significant difference between the initial and final measures of lactate dehydrogenase (LDH) and ferritin in the early-onset sepsis (EOS) and late-onset sepsis (LOS) groups. Conclusion Ferritin and LDH may serve as potential markers associated with systemic response and sepsis in cases of both early and late-onset sepsis. Monitoring these biomarkers can aid in the timely detection and management of sepsis, potentially improving patient outcomes.
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Affiliation(s)
- Nicoleta Lungu
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy, Timișoara, Romania
| | | | - Daniela-Eugenia Popescu
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy, Timișoara, Romania
| | - Florin George Horhat
- Multidisciplinary Research Center on Antimicrobial Resistance (MULTI-REZ), Microbiology Department, “Victor Babes” University of Medicine and Pharmacy, Timișoara, Romania
| | - Aniko Maria Manea
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy, Timișoara, Romania
| | - Marioara Boia
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy, Timișoara, Romania
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Atreya MR, Bennett TD, Geva A, Faustino EVS, Rogerson CM, Lutfi R, Cvijanovich NZ, Bigham MT, Nowak J, Schwarz AJ, Baines T, Haileselassie B, Thomas NJ, Luo Y, Sanchez-Pinto LN. Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med 2024; 25:512-517. [PMID: 38465952 PMCID: PMC11153020 DOI: 10.1097/pcc.0000000000003499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
OBJECTIVES Identification of children with sepsis-associated multiple organ dysfunction syndrome (MODS) at risk for poor outcomes remains a challenge. We sought to the determine reproducibility of the data-driven "persistent hypoxemia, encephalopathy, and shock" (PHES) phenotype and determine its association with inflammatory and endothelial biomarkers, as well as biomarker-based pediatric risk strata. DESIGN We retrained and validated a random forest classifier using organ dysfunction subscores in the 2012-2018 electronic health record (EHR) dataset used to derive the PHES phenotype. We used this classifier to assign phenotype membership in a test set consisting of prospectively (2003-2023) enrolled pediatric septic shock patients. We compared profiles of the PERSEVERE family of biomarkers among those with and without the PHES phenotype and determined the association with established biomarker-based mortality and MODS risk strata. SETTING Twenty-five PICUs across the United States. PATIENTS EHR data from 15,246 critically ill patients with sepsis-associated MODS split into derivation and validation sets and 1,270 pediatric septic shock patients in the test set of whom 615 had complete biomarker data. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The area under the receiver operator characteristic curve of the modified classifier to predict PHES phenotype membership was 0.91 (95% CI, 0.90-0.92) in the EHR validation set. In the test set, PHES phenotype membership was associated with both increased adjusted odds of complicated course (adjusted odds ratio [aOR] 4.1; 95% CI, 3.2-5.4) and 28-day mortality (aOR of 4.8; 95% CI, 3.11-7.25) after controlling for age, severity of illness, and immunocompromised status. Patients belonging to the PHES phenotype were characterized by greater degree of systemic inflammation and endothelial activation, and were more likely to be stratified as high risk based on PERSEVERE biomarkers predictive of death and persistent MODS. CONCLUSIONS The PHES trajectory-based phenotype is reproducible, independently associated with poor clinical outcomes, and overlapped with higher risk strata based on prospectively validated biomarker approaches.
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Affiliation(s)
- Mihir R Atreya
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, Cincinnati, OH
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Tellen D Bennett
- Departments of Pediatrics and Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO
| | - Alon Geva
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA
| | | | - Colin M Rogerson
- Department of Pediatrics, Riley Hospital for Children, Indianapolis, IN
| | - Riad Lutfi
- Department of Pediatrics, Riley Hospital for Children, Indianapolis, IN
| | | | | | - Jeffrey Nowak
- Department of Pediatrics, Children's Hospital and Clinics of Minnesota, Minneapolis, MN
| | - Adam J Schwarz
- Department of Pediatrics, University of Calfornia Irvine School of Medicine, Orange, CA
| | - Torrey Baines
- Department of Pediatrics, Shands Children's Hospital, University of Florida Health, Gainesville, FL
| | | | - Neal J Thomas
- Department of Pediatrics, Penn State Hershey Children's Hospital, Hershey, PA
| | - Yuan Luo
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Health and Biomedical Informatics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - L Nelson Sanchez-Pinto
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Health and Biomedical Informatics, Northwestern University Feinberg School of Medicine, Chicago, IL
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Zhang J, Zhao Q, Liu S, Yuan N, Hu Z. Clinical predictive value of the CRP-albumin-lymphocyte index for prognosis of critically ill patients with sepsis in intensive care unit: a retrospective single-center observational study. Front Public Health 2024; 12:1395134. [PMID: 38841671 PMCID: PMC11150768 DOI: 10.3389/fpubh.2024.1395134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 05/06/2024] [Indexed: 06/07/2024] Open
Abstract
Background Sepsis is a complex syndrome characterized by physiological, pathological, and biochemical abnormalities caused by infection. Its development is influenced by factors such as inflammation, nutrition, and immune status. Therefore, we combined C-reactive protein (CRP), albumin, and lymphocyte, which could reflect above status, to be the CRP-albumin-lymphocyte (CALLY) index, and investigated its association with clinical prognosis of critically ill patients with sepsis. Methods This retrospective observational study enrolled critically ill patients with sepsis who had an initial CRP, albumin, and lymphocyte data on the first day of ICU admission. All data were obtained from the Affiliated Hospital of Jiangsu University. The patients were divided into quartiles (Q1-Q4) based on their CALLY index. The outcomes included 30-/60-day mortality and acute kidney injury (AKI) occurrence. The association between the CALLY index and these clinical outcomes in critically ill patients with sepsis was evaluated using Cox proportional hazards and logistic regression analysis. Results A total of 1,123 patients (63.0% male) were included in the study. The 30-day and 60-day mortality rates were found to be 28.1 and 33.4%, respectively, while the incidence of AKI was 45.6%. Kaplan-Meier analysis revealed a significant association between higher CALLY index and lower risk of 30-day and 60-day mortality (log-rank p < 0.001). Multivariate Cox proportional hazards analysis indicated that the CALLY index was independently associated with 30-day mortality [HR (95%CI): 0.965 (0.935-0.997); p = 0.030] and 60-day mortality [HR (95%CI): 0.969 (0.941-0.997); p = 0.032]. Additionally, the multivariate logistic regression model showed that the CALLY index served as an independent risk predictor for AKI occurrence [OR (95%CI): 0.982 (0.962-0.998); p = 0.033]. Conclusion The findings of this study indicated a significant association between the CALLY index and both 30-day and 60-day mortality, as well as the occurrence of AKI, in critically ill patients with sepsis. These findings suggested that the CALLY index may be a valuable tool in identifying sepsis patients who were at high risk for unfavorable outcomes.
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Affiliation(s)
- Jinhui Zhang
- Department of Critical Care Medicine, The Affiliated Hospital, Jiangsu University, Zhenjiang, Jiangsu, China
| | | | | | | | - Zhenkui Hu
- Department of Critical Care Medicine, The Affiliated Hospital, Jiangsu University, Zhenjiang, Jiangsu, China
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9
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Li L, Guo R, Zou Y, Wang X, Wang Y, Zhang S, Wang H, Jin X, Zhang N. Construction and Validation of a Nomogram Model to Predict the Severity of Mycoplasma pneumoniae Pneumonia in Children. J Inflamm Res 2024; 17:1183-1191. [PMID: 38410419 PMCID: PMC10895981 DOI: 10.2147/jir.s447569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 01/23/2024] [Indexed: 02/28/2024] Open
Abstract
Background This study aimed to develop a nomogram model for early prediction of the severe Mycoplasma pneumoniae pneumonia (MPP) in children. Methods A retrospective analysis was conducted on children with MPP, classifying them into severe and general MPP groups. The risk factors for severe MPP were identified using Logistic Stepwise Regression Analysis, followed by Multivariate Regression Analysis to construct the nomogram model. The model's discrimination was evaluated using a receiver operating characteristic curve, its calibration with a calibration curve, and the results were visualized using the Hosmer-Lemeshow goodness-of-fit test. Results Univariate analysis revealed that age, duration of fever, length of hospital-stay, decreased sounds of breathing, respiratory rate, hypokalemia, and incidence of co-infection were significantly different between severe and general MPP. Significant differences (p < 0.05) were also observed in C-reactive protein, procalcitonin, peripheral blood lymphocyte count, neutrophil-to-lymphocyte ratio, ferritin, lactate dehydrogenase, alanine aminotransferase, interleukin-6, immunoglobulin A, and CD4+ T cells between the two groups. Logistic Stepwise Regression Analysis showed that age, decreased sounds of breathing, respiratory rate, duration of fever (OR = 1.131; 95% CI: 1.060-1.207), length of hospital-stay (OR = 1.415; 95% CI: 1.287-1.555), incidence of co-infection (OR = 1.480; 95% CI: 1.001-2.189), ferritin level (OR = 1.003; 95% CI: 1.001-1.006), and LDH level (OR = 1.003; 95% CI: 1.001-1.005) were identified as risk factors for the development of severe MPP (p < 0.05 in all). The above factors were applied in constructing a nomogram model that was subsequently tested with 0.862 of the area under the ROC curve. Conclusion Age, decreased sound of breathing, respiratory rate, duration of fever, length of hospital-stay, co-infection with other pathogen(s), ferritin level, and LDH level were the significant contributors for the establishment of a nomogram model to predict the severity of MPP in children.
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Affiliation(s)
- Li Li
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Run Guo
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Yingxue Zou
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Xu Wang
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Yifan Wang
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Shiying Zhang
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Huihua Wang
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Xingnan Jin
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
| | - Ning Zhang
- Department of Pulmonology, Tianjin Children’s Hospital (Children’s Hospital, Tianjin University) Machang Compus, Tianjin, People’s Republic of China
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Zhang H, Wu D, Wang Y, Shi Y, Shao Y, Zeng F, Spencer CB, Ortoga L, Wu D, Miao C. Ferritin-mediated neutrophil extracellular traps formation and cytokine storm via macrophage scavenger receptor in sepsis-associated lung injury. Cell Commun Signal 2024; 22:97. [PMID: 38308264 PMCID: PMC10837893 DOI: 10.1186/s12964-023-01440-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 12/12/2023] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND Sepsis is a severe systemic inflammatory disorder manifested by a dysregulated immune response to infection and multi-organ failure. Numerous studies have shown that elevated ferritin levels exist as an essential feature during sepsis and are able to suggest patients' prognoses. At the same time, the specific mechanism of ferritin-induced inflammatory injury remains unclear. METHODS Hyper-ferritin state during inflammation was performed by injecting ferritin into a mouse model and demonstrated that injection of ferritin could induce a systemic inflammatory response and increase neutrophil extracellular trap (NET) formation.Padi4-/-, Elane-/- and Cybb-/- mice were used for the NETs formation experiment. Western blot, immunofluorescence, ELISA, and flow cytometry examined the changes in NETs, inflammation, and related signaling pathways. RESULTS Ferritin induces NET formation in a peptidylarginine deiminase 4 (PAD4), neutrophil elastase (NE), and reactive oxygen species (ROS)-dependent manner, thereby exacerbating the inflammatory response. Mechanistically, ferritin induces the expression of neutrophil macrophage scavenger receptor (MSR), which promotes the formation of NETs. Clinically, high levels of ferritin in patients with severe sepsis correlate with NETs-mediated cytokines storm and are proportional to the severity of sepsis-induced lung injury. CONCLUSIONS In conclusion, we demonstrated that hyper-ferritin can induce systemic inflammation and increase NET formation in an MSR-dependent manner. This process relies on PAD4, NE, and ROS, further aggravating acute lung injury. In the clinic, high serum ferritin levels are associated with elevated NETs and worse lung injury, which suggests a poor prognosis for patients with sepsis. Our study indicated that targeting NETs or MSR could be a potential treatment to alleviate lung damage and systemic inflammation during sepsis. Video Abstract.
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Affiliation(s)
- Hao Zhang
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China.
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China.
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China.
| | - Dan Wu
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yanghanzhao Wang
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuxin Shi
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuwen Shao
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Fu Zeng
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Charles B Spencer
- Department of Cardiac surgery, The Ohio State University, Columbus, USA
| | - Lilibeth Ortoga
- Department of Biomedical Engineering, The Ohio State University, Columbus, USA
| | - Dehua Wu
- Department of Anesthesiology, Shanghai Songjiang District Central Hospital, Shanghai, China.
| | - Changhong Miao
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180# Feng-Lin Road, Shanghai, 200032, China.
- Shanghai Key Laboratory of Perioperative Stress and Protection, Shanghai, China.
- Department of Anesthesiology, Shanghai Medical College, Fudan University, Shanghai, China.
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11
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Sanchez-Pinto LN, Bennett TD, Stroup EK, Luo Y, Atreya M, Bubeck Wardenburg J, Chong G, Geva A, Faustino EVS, Farris RW, Hall MW, Rogerson C, Shah SS, Weiss SL, Khemani RG. Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med 2023; 24:795-806. [PMID: 37272946 PMCID: PMC10540758 DOI: 10.1097/pcc.0000000000003292] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVES Untangling the heterogeneity of sepsis in children and identifying clinically relevant phenotypes could lead to the development of targeted therapies. Our aim was to analyze the organ dysfunction trajectories of children with sepsis-associated multiple organ dysfunction syndrome (MODS) to identify reproducible and clinically relevant sepsis phenotypes and determine if they are associated with heterogeneity of treatment effect (HTE) to common therapies. DESIGN Multicenter observational cohort study. SETTING Thirteen PICUs in the United States. PATIENTS Patients admitted with suspected infections to the PICU between 2012 and 2018. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We used subgraph-augmented nonnegative matrix factorization to identify candidate trajectory-based phenotypes based on the type, severity, and progression of organ dysfunction in the first 72 hours. We analyzed the candidate phenotypes to determine reproducibility as well as prognostic, therapeutic, and biological relevance. Overall, 38,732 children had suspected infection, of which 15,246 (39.4%) had sepsis-associated MODS with an in-hospital mortality of 10.1%. We identified an organ dysfunction trajectory-based phenotype (which we termed persistent hypoxemia, encephalopathy, and shock) that was highly reproducible, had features of systemic inflammation and coagulopathy, and was independently associated with higher mortality. In a propensity score-matched analysis, patients with persistent hypoxemia, encephalopathy, and shock phenotype appeared to have HTE and benefit from adjuvant therapy with hydrocortisone and albumin. When compared with other high-risk clinical syndromes, the persistent hypoxemia, encephalopathy, and shock phenotype only overlapped with 50%-60% of patients with septic shock, moderate-to-severe pediatric acute respiratory distress syndrome, or those in the top tier of organ dysfunction burden, suggesting that it represents a nonsynonymous clinical phenotype of sepsis-associated MODS. CONCLUSIONS We derived and validated the persistent hypoxemia, encephalopathy, and shock phenotype, which is highly reproducible, clinically relevant, and associated with HTE to common adjuvant therapies in children with sepsis.
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Affiliation(s)
- L Nelson Sanchez-Pinto
- Department of Pediatrics, Northwestern University Feinberg School of Medicine and Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Tellen D Bennett
- Departments of Biomedical Informatics and Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Emily K Stroup
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Yuan Luo
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Mihir Atreya
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | | | - Grace Chong
- Department of Pediatrics, University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Alon Geva
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA
- Department of Anaesthesia, Harvard Medical School, Boston, MA
| | | | - Reid W Farris
- Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA
| | - Mark W Hall
- Department of Pediatrics, The Ohio State University and Nationwide Children's Hospital, Columbus, OH
| | - Colin Rogerson
- Department of Pediatrics, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Sareen S Shah
- Department of Pediatrics, Cohen Children's Medical Center, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New Hyde Park, NY
| | - Scott L Weiss
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Robinder G Khemani
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Los Angeles, Los Angeles, CA
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12
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Balcarcel D, Fitzgerald JC, Alcamo AM. Unmasking Critical Illness: Using Machine Learning and Biomarkers to See What Lies Beneath. Pediatr Crit Care Med 2023; 24:869-871. [PMID: 38107599 PMCID: PMC10723798 DOI: 10.1097/pcc.0000000000003314] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Affiliation(s)
- Daniel Balcarcel
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Julie C. Fitzgerald
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Alicia M. Alcamo
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Pediatric Sepsis Program, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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13
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Tasker RC. Editor's Choice Articles for October. Pediatr Crit Care Med 2023; 24:791-794. [PMID: 38412367 DOI: 10.1097/pcc.0000000000003353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Affiliation(s)
- Robert C Tasker
- orcid.org/0000-0003-3647-8113
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
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14
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Jiang X, Zhang C, Pan Y, Cheng X, Zhang W. Effects of C-reactive protein trajectories of critically ill patients with sepsis on in-hospital mortality rate. Sci Rep 2023; 13:15223. [PMID: 37709919 PMCID: PMC10502021 DOI: 10.1038/s41598-023-42352-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/08/2023] [Indexed: 09/16/2023] Open
Abstract
Sepsis, a life-threatening condition caused by an inflammatory response to systemic infection, results in a significant social burden and healthcare costs. This study aimed to investigate the relationship between the C-reactive protein (CRP) trajectories of patients with sepsis in the intensive care unit (ICU) and the in-hospital mortality rate. We reviewed 1464 patients with sepsis treated in the ICU of Dongyang People's Hospital from 2010 to 2020 and used latent growth mixture modeling to divide the patients into four classes according to CRP trajectory (intermediate, gradually increasing, persistently high, and persistently low CRP levels). We found that patients with intermediate and persistently high CRP levels had the lowest (18.1%) and highest (32.6%) in-hospital mortality rates, respectively. Multiple logistic regression analysis showed that patients with persistently high (odds ratio [OR] = 2.19, 95% confidence interval [CI] = 1.55-3.11) and persistently low (OR = 1.41, 95% CI = 1.03-1.94) CRP levels had a higher risk of in-hospital mortality than patients with intermediate CRP levels. In conclusion, in-hospital mortality rates among patients with sepsis differ according to the CRP trajectory, with patients with intermediate CRP levels having the lowest mortality rate. Further research on the underlying mechanisms is warranted.
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Affiliation(s)
- Xuandong Jiang
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China.
| | - Chenlu Zhang
- School of Public Health, The University of Hong Kong, Hong Kong, SAR, China
| | - Yuting Pan
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
| | - Xuping Cheng
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
| | - Weimin Zhang
- Intensive Care Unit, Affiliated Dongyang Hospital of Wenzhou Medical University, No. 60 Wuning West Road, Jinhua, Dongyang, Zhejiang, People's Republic of China
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15
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Abstract
The September 2023 issue and this year has already proven to be important for improving our understanding of pediatric acute respiratory distress syndrome (PARDS); Pediatric Critical Care Medicine (PCCM) has published 16 articles so far. Therefore, my three Editor's Choice articles this month highlight yet more PCCM material about PARDS by covering the use of noninvasive ventilation (NIV), the trajectory in cytokine profile during illness, and a new look at lung mechanics. The PCCM Connections for Readers give us the opportunity to focus on some clinical biomarkers of severity and mortality risk during critical illness.
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Affiliation(s)
- Robert C Tasker
- orcid.org/0000-0003-3647-8113
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
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16
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Tasker RC. Editor's Choice Articles for July. Pediatr Crit Care Med 2023; 24:537-540. [PMID: 37409895 DOI: 10.1097/pcc.0000000000003302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Abstract
This is another excellent issue of Pediatric Critical Care Medicine (PCCM) for July; congratulations to our authors and many thanks to all reviewers. This month, my Editor's Choice articles cover three topics: clinical pathophysiology in pediatric patients supported using extracorporeal membrane oxygenation (ECMO); unplanned extubation of endotracheal tubes in pediatric cardiac ICU (CICU) patients; and sepsis biomarkers in the low-middle income (LMIC) resource setting. The PCCM Connections for Readers focuses on a novel pediatric theme in lung mechanics physiology, i.e., mechanical power in pediatric acute respiratory distress syndrome (PARDS).
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Affiliation(s)
- Robert C Tasker
- orcid.org/0000-0003-3647-8113
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Selwyn College, Cambridge University, Cambridge, United Kingdom
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17
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Carrol ED, Ranjit S, Menon K, Bennett TD, Sanchez-Pinto LN, Zimmerman JJ, Souza DC, Sorce LR, Randolph AG, Ishimine P, Flauzino de Oliveira C, Lodha R, Harmon L, Watson RS, Schlapbach LJ, Kissoon N, Argent AC. Operationalizing Appropriate Sepsis Definitions in Children Worldwide: Considerations for the Pediatric Sepsis Definition Taskforce. Pediatr Crit Care Med 2023; 24:e263-e271. [PMID: 37097029 PMCID: PMC10226471 DOI: 10.1097/pcc.0000000000003263] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
Sepsis is a leading cause of global mortality in children, yet definitions for pediatric sepsis are outdated and lack global applicability and validity. In adults, the Sepsis-3 Definition Taskforce queried databases from high-income countries to develop and validate the criteria. The merit of this definition has been widely acknowledged; however, important considerations about less-resourced and more diverse settings pose challenges to its use globally. To improve applicability and relevance globally, the Pediatric Sepsis Definition Taskforce sought to develop a conceptual framework and rationale of the critical aspects and context-specific factors that must be considered for the optimal operationalization of future pediatric sepsis definitions. It is important to address challenges in developing a set of pediatric sepsis criteria which capture manifestations of illnesses with vastly different etiologies and underlying mechanisms. Ideal criteria need to be unambiguous, and capable of adapting to the different contexts in which children with suspected infections are present around the globe. Additionally, criteria need to facilitate early recognition and timely escalation of treatment to prevent progression and limit life-threatening organ dysfunction. To address these challenges, locally adaptable solutions are required, which permit individualized care based on available resources and the pretest probability of sepsis. This should facilitate affordable diagnostics which support risk stratification and prediction of likely treatment responses, and solutions for locally relevant outcome measures. For this purpose, global collaborative databases need to be established, using minimum variable datasets from routinely collected data. In summary, a "Think globally, act locally" approach is required.
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Affiliation(s)
- Enitan D Carrol
- Department of Clinical Infection, Microbiology and Immunology, University of Liverpool Institute of Infection, Veterinary and Ecological Sciences, Liverpool, United Kingdom
| | | | - Kusum Menon
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - Tellen D Bennett
- Departments of Biomedical Informatics and Pediatrics (Critical Care Medicine), University of Colorado School of Medicine, and Children's Hospital Colorado, Aurora, CO
| | - L Nelson Sanchez-Pinto
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jerry J Zimmerman
- Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA
| | - Daniela C Souza
- Hospital Universitário da Universidade de São Paulo and Hospital Sírio Libanês, São Paulo, Brazil
| | - Lauren R Sorce
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Adrienne G Randolph
- Department of Anesthesiology, Critical Care Medicine and Pain Medicine, Boston Children's Hospital, Boston, MA
- Department of Anesthesia and Pediatrics, Harvard Medical School, Boston, MA
| | - Paul Ishimine
- Departments of Emergency Medicine and Pediatrics, University of California, San Diego School of Medicine, La Jolla, CA
| | | | - Rakesh Lodha
- All India Institute of Medical Sciences, New Delhi, India
| | - Lori Harmon
- Society of Critical Care Medicine, Chicago, IL
| | - R Scott Watson
- Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA
| | - Luregn J Schlapbach
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, Zurich, Switzerland
- Child Health Research Centre, The University of Queensland, Brisbane, Australia
| | - Niranjan Kissoon
- Department of Pediatrics and Emergency Medicine, British Columbia Women and Children's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Andrew C Argent
- Department of Paediatrics and Child Health, University of Cape Town, Cape Town, South Africa
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18
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Mendenhall E, Hogan MB, Nudelman M, Preston DL, Weese H, Muckleroy G, Needens J, Addicott K, Haas JD, Roybal A, Miller D, Cottrell J, Massey C, Govindaswami B. Examination of cord blood at birth in women with SARS-CoV-2 exposure and/or vaccination during pregnancy and relationship to fetal complete blood count, cortisol, ferritin, vitamin D, and CRP. Front Pediatr 2023; 11:1092561. [PMID: 37009290 PMCID: PMC10060546 DOI: 10.3389/fped.2023.1092561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/27/2023] [Indexed: 04/04/2023] Open
Abstract
Background SARS-CoV-2 is known to manifest a robust innate immune response. However, little is known about inflammatory influences from maternal SARS-CoV-2 infection or maternal mRNA vaccination upon the fetus. In addition, it is unknown if Vitamin D deficiency influences fetal homeostasis or if an anti-inflammatory mechanism to the development of possible innate cytokines or acute phase reactants by the maternal/fetal dyad, in the form of cortisol elevations, occur. In addition, effects on Complete Blood Count (CBC) are not known. Objective To evaluate the neonatal acute phase reactants and anti-inflammatory responses after maternal SARS-CoV-2 disease or mRNA vaccination. Methods Samples and medical records reviews from mother/baby dyads (n = 97) were collected consecutively, and were categorized into 4 groups; no SARS-CoV-2 or vaccination exposure (Control), Vaccinated mothers, maternal SARS-CoV-2 disease positive/IgG titer positive fetal blood, and maternal SARS-CoV-2 positive/IgG titer negative fetal blood. SARS-CoV-2 IgG/IgM/IgA titers, CBC, CRP, ferritin, cortisol, and Vitamin D were obtained to examine the possible development of an innate immune response and possible anti-inflammatory response. Student's t-test, Wilcoxon rank-sum, and Chi-squared with Bonferroni corrections were used to compare groups. Multiple imputations were performed for missing data. Results Cortisol was higher in babies of both mothers who were vaccinated (p = 0.001) and SARS-CoV-2 positive/IgG positive (p = 0.009) as compared to the control group suggesting an attempt to maintain homeostasis in these groups. Measurements of ferritin, CRP, and vitamin D did not reach statistical significance. CBC showed no variation, except for the mean platelet volume (MPV), which was elevated in babies whose mothers were vaccinated (p = 0.003) and SARS-CoV-2 positive/IgG positive (p = 0.007) as compared to the control group. Conclusion Acute phase reactant elevations were not noted in our neonates. Vitamin D levels were unchanged from homeostatic levels. Cord blood at birth, showed Cortisol and MPV higher in vaccinated and SARS-CoV-2 IgG positive mother/baby dyads as compared to the Control group, indicating that possible anti-inflammatory response was generated. The implication of possible inflammatory events and subsequent cortisol and/or MPV elevation effects upon the fetus after SARS-CoV-2 disease or vaccination is unknown and merits further investigation.
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Affiliation(s)
- Eric Mendenhall
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
- Correspondence: Eric Mendenhall
| | - Mary Beth Hogan
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Matthew Nudelman
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Deborah L. Preston
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Hayley Weese
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Garrett Muckleroy
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Jordan Needens
- Department of Obstetrics and Gynecology, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Katherine Addicott
- Department of Obstetrics and Gynecology, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Jessica Dailey Haas
- Department of Neonatology, Hoops Family Children’s Hospital at Cabell Huntington Hospital, Huntington, WV, United States
| | - Ashlee Roybal
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Dustin Miller
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Jesse Cottrell
- Department of Obstetrics and Gynecology, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
| | - Cynthia Massey
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
- Department of Neonatology, Hoops Family Children’s Hospital at Cabell Huntington Hospital, Huntington, WV, United States
| | - Balaji Govindaswami
- Department of Pediatrics, Marshall University, Joan C Edwards School of Medicine, Huntington, WV, United States
- Department of Neonatology, Hoops Family Children’s Hospital at Cabell Huntington Hospital, Huntington, WV, United States
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