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Lin N, Lv M, Li S, Xiang Y, Li J, Xu H. A nomogram for predicting postoperative delirium in pediatric patients following cardiopulmonary bypass: A prospective observational study. Intensive Crit Care Nurs 2024; 83:103717. [PMID: 38692080 DOI: 10.1016/j.iccn.2024.103717] [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: 10/14/2023] [Revised: 04/17/2024] [Accepted: 04/26/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVES To create a nomogram for early delirium detection in pediatric patients following cardiopulmonary bypass. RESEARCH METHODOLOGY/DESIGN This prospective, observational study was conducted in the Cardiac Intensive Care Unit at a Children's Hospital, enrolling 501 pediatric patients from February 2022 to January 2023. Perioperative data were systematically collected through the hospital information system. Postoperative delirium was assessed using the Cornell Assessment of Pediatric Delirium (CAPD). For model development, Least Absolute Shrinkage and Selection Operator (LASSO) regression was employed to identify the most relevant predictors. These selected predictors were then incorporated into a multivariable logistic regression model to construct the predictive nomogram. The performance of the model was evaluated by Harrell's concordance index, receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis. External validity of the model was confirmed through the C-index and calibration plots. RESULTS Five independent predictors were identified: age, SpO2 levels, lymphocyte count, diuretic use, and midazolam administration, integrated into a predictive nomogram. This nomogram demonstrated strong predictive capacity (AUC 0.816, concordance index 0.815) with good model fit (Hosmer-Lemeshow test p = 0.826) and high accuracy. Decision curve analysis showed a significant net benefit, and external validation confirmed the nomogram's reliability. CONCLUSIONS The study successfully developed a precise and effective nomogram for identifying pediatric patients at high risk of post-cardiopulmonary bypass delirium, incorporating age, SpO2 levels, lymphocyte counts, diuretic use, and midazolam medication. IMPLICATIONS FOR CLINICAL PRACTICE This nomogram aids early delirium detection and prevention in critically ill children, improving clinical decisions and treatment optimization. It enables precise monitoring and tailored medication strategies, significantly contributes to reducing the incidence of delirium, thereby enhancing the overall quality of patient care.
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Affiliation(s)
- Nan Lin
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China
| | - Meng Lv
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China
| | - Shujun Li
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China
| | - Yujun Xiang
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China
| | - Jiahuan Li
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China
| | - Hongzhen Xu
- Nursing Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, Zhejiang, China.
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Glass S, Klein MJ, Derrington S, Kamerkar A. Caregiver Satisfaction with Medical Providers' Communication: Comparison Between Spanish-Speaking Caregivers with Limited English Proficiency (LEP) and Caregivers Who Are English-Proficient (EP). J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02029-6. [PMID: 38809467 DOI: 10.1007/s40615-024-02029-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 04/18/2024] [Accepted: 05/12/2024] [Indexed: 05/30/2024]
Abstract
OBJECTIVES Barriers to communication have been observed with patients and families who prefer a language other than English for medical conversations, referred to as individuals with limited English proficiency (LEP). We used the pediatric Family Satisfaction with ICU 24R (FS-ICU) survey to assess communication satisfaction for English-proficient (EP) and Spanish-speaking LEP caregivers. We added additional questions related to attendance at morning rounds, frequency of provider updates, interpreter use, and general satisfaction with communication. METHODS This was a single-center, prospective, observational cohort study in the pediatric intensive care unit (PICU) and cardiothoracic intensive care unit (CICU) of a tertiary, academic, free-standing children's hospital. Caregivers of children < 18 years old admitted for at least 48 h to the PICU or CICU between June and September 2022 were eligible for enrollment. MEASUREMENTS AND MAIN RESULTS 24 LEP and 74 EP caregivers completed the survey questions. The LEP group had lower household income and education levels and higher incidence of public insurance. FS-ICU scores for both LEP and EP caregivers suggested high satisfaction, without significant difference between the groups. However, qualitative analysis revealed dissatisfaction for LEP caregivers related to information, inclusion, and language barriers. EP caregivers had more positive references to information and emotional connection but indicated dissatisfaction around consistency and responsiveness. 18% of LEP caregivers reported regularly attending rounds, versus 67% of the EP group (p value < .001). 39% of LEP versus 52% of EP caregivers reported multiple daily updates, although the difference was not statistically significant. 29% of LEP respondents reported nonfluent MD/NPs using an interpreter never, rarely, or some of the time. CONCLUSIONS There was no difference in satisfaction scores between LEP and EP caregivers. LEP caregivers had lower socioeconomic status based on public insurance and reported income and education level. Qualitative data allowed more nuanced understanding of communication satisfaction, which correlated with LEP caregivers' reported lower attendance at morning rounds, inconsistent interpreter use, and a trend toward less frequent provider updates.
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Affiliation(s)
- Susan Glass
- Division of Pediatric Critical Care Medicine, Children's Hospital New Orleans, 200 Henry Clay Ave, New Orleans, LA, 70118, USA.
- LSU School of Medicine, Louisiana State University, New Orleans, LA, USA.
| | - Margaret J Klein
- Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Sabrina Derrington
- Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Asavari Kamerkar
- Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Lin SR, Wu JH, Liu YC, Chiu PH, Chang TH, Wu ET, Chou CC, Chang LY, Lai FP. Machine learning models to evaluate mortality in pediatric patients with pneumonia in the intensive care unit. Pediatr Pulmonol 2024; 59:1256-1265. [PMID: 38353353 DOI: 10.1002/ppul.26897] [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] [Received: 08/09/2023] [Revised: 12/28/2023] [Accepted: 01/24/2024] [Indexed: 04/30/2024]
Abstract
OBJECTIVES This study aimed to predict mortality in children with pneumonia who were admitted to the intensive care unit (ICU) to aid decision-making. STUDY DESIGN Retrospective cohort study conducted at a single tertiary hospital. PATIENTS This study included children who were admitted to the pediatric ICU at the National Taiwan University Hospital between 2010 and 2019 due to pneumonia. METHODOLOGY Two prediction models were developed using tree-structured machine learning algorithms. The primary outcomes were ICU mortality and 24-h ICU mortality. A total of 33 features, including demographics, underlying diseases, vital signs, and laboratory data, were collected from the electronic health records. The machine learning models were constructed using the development data set, and performance matrices were computed using the holdout test data set. RESULTS A total of 1231 ICU admissions of children with pneumonia were included in the final cohort. The area under the receiver operating characteristic curves (AUROCs) of the ICU mortality model and 24-h ICU mortality models was 0.80 (95% confidence interval [CI], 0.69-0.91) and 0.92 (95% CI, 0.86-0.92), respectively. Based on feature importance, the model developed in this study tended to predict increased mortality for the subsequent 24 h if a reduction in the blood pressure, peripheral capillary oxygen saturation (SpO2), or higher partial pressure of carbon dioxide (PCO2) were observed. CONCLUSIONS This study demonstrated that the machine learning models for predicting ICU mortality and 24-h ICU mortality in children with pneumonia have the potential to support decision-making, especially in resource-limited settings.
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Affiliation(s)
- Siang-Rong Lin
- Institute of Applied Mechanics, National Taiwan University, Taipei City, Taiwan
| | - Jeng-Hung Wu
- Department of Pediatrics, National Taiwan University Hospital, Taipei City, Taiwan
| | - Yun-Chung Liu
- Department of Pediatrics, National Taiwan University Hospital, Taipei City, Taiwan
| | - Pei-Hsin Chiu
- Institute of Applied Mechanics, National Taiwan University, Taipei City, Taiwan
| | - Tu-Hsuan Chang
- Department of Pediatrics, Chi-Mei Medical Center, Tainan City, Taiwan
| | - En-Ting Wu
- Department of Pediatrics, National Taiwan University Hospital, Taipei City, Taiwan
| | - Chia-Ching Chou
- Institute of Applied Mechanics, National Taiwan University, Taipei City, Taiwan
| | - Luan-Yin Chang
- Department of Pediatrics, National Taiwan University Hospital, Taipei City, Taiwan
| | - Fei-Pei Lai
- Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei City, Taiwan
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei City, Taiwan
- Department of Electrical Engineering, National Taiwan University, Taipei City, Taiwan
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McGalliard R, Muhamadali H, AlMasoud N, Haldenby S, Romero-Soriano V, Allman E, Xu Y, Roberts AP, Paterson S, Carrol ED, Goodacre R. Bacterial discrimination by Fourier transform infrared spectroscopy, MALDI-mass spectrometry and whole-genome sequencing. Future Microbiol 2024. [PMID: 38652264 DOI: 10.2217/fmb-2024-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024] Open
Abstract
Aim: Proof-of-concept study, highlighting the clinical diagnostic ability of FT-IR compared with MALDI-TOF MS, combined with WGS. Materials & methods: 104 pathogenic isolates of Neisseria meningitidis, Streptococcus pneumoniae, Streptococcus pyogenes and Staphylococcus aureus were analyzed. Results: Overall prediction accuracy was 99.6% in FT-IR and 95.8% in MALDI-TOF-MS. Analysis of N. meningitidis serogroups was superior in FT-IR compared with MALDI-TOF-MS. Phylogenetic relationship of S. pyogenes was similar by FT-IR and WGS, but not S. aureus or S. pneumoniae. Clinical severity was associated with the zinc ABC transporter and DNA repair genes in S. pneumoniae and cell wall proteins (biofilm formation, antibiotic and complement permeability) in S. aureus via WGS. Conclusion: FT-IR warrants further clinical evaluation as a promising diagnostic tool.
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Affiliation(s)
- Rachel McGalliard
- Department of Clinical Infection, Microbiology & Immunology, University of Liverpool Institute of Infection, Veterinary & Ecological Sciences, Ronald Ross Building, 8 West Derby Street, Liverpool, UK
- Department of Infectious Diseases, Alder Hey Children's NHS Foundation Trust, Eaton Road, Liverpool, UK
| | - Howbeer Muhamadali
- School of Chemistry, Manchester Institute of Biotechnology, University of Manchester, Manchester, UK
- center for Metabolomics Research, Department of Biochemistry, Cell & Systems Biology, Institute of Systems, Molecular & Integrative Biology, University of Liverpool, Biosciences Building, Crown Street, Liverpool, UK
| | - Najla AlMasoud
- College of Science, Princess Nourah Bint Abdulrahman University, Department of Chemistry, Riyadh, 11671, Saudi Arabia
| | - Sam Haldenby
- center for Genomic Research, University of Liverpool, Mersey Bio Building, Crown Street, Liverpool, UK
| | - Valeria Romero-Soriano
- center for Genomic Research, University of Liverpool, Mersey Bio Building, Crown Street, Liverpool, UK
| | - Ellie Allman
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Yun Xu
- School of Chemistry, Manchester Institute of Biotechnology, University of Manchester, Manchester, UK
- center for Metabolomics Research, Department of Biochemistry, Cell & Systems Biology, Institute of Systems, Molecular & Integrative Biology, University of Liverpool, Biosciences Building, Crown Street, Liverpool, UK
| | - Adam P Roberts
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Steve Paterson
- center for Genomic Research, University of Liverpool, Mersey Bio Building, Crown Street, Liverpool, UK
| | - Enitan D Carrol
- Department of Clinical Infection, Microbiology & Immunology, University of Liverpool Institute of Infection, Veterinary & Ecological Sciences, Ronald Ross Building, 8 West Derby Street, Liverpool, UK
- Department of Infectious Diseases, Alder Hey Children's NHS Foundation Trust, Eaton Road, Liverpool, UK
| | - Royston Goodacre
- School of Chemistry, Manchester Institute of Biotechnology, University of Manchester, Manchester, UK
- center for Metabolomics Research, Department of Biochemistry, Cell & Systems Biology, Institute of Systems, Molecular & Integrative Biology, University of Liverpool, Biosciences Building, Crown Street, Liverpool, UK
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Asif H, McNeer JL, Ghanayem NS, Cursio JF, Kane JM. First-Line Respiratory Support for Children With Hematologic Malignancy and Acute Respiratory Failure. Crit Care Explor 2024; 6:e1076. [PMID: 38601458 PMCID: PMC11005899 DOI: 10.1097/cce.0000000000001076] [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] [Indexed: 04/12/2024] Open
Abstract
OBJECTIVES To characterize trends in noninvasive ventilation (NIV) and invasive mechanical ventilation (IMV) use over time in children with hematologic malignancy admitted to the PICU with acute respiratory failure (ARF), and to identify risk factors associated with NIV failure requiring transition to IMV. DESIGN Retrospective cohort analysis using the Virtual Pediatric Systems (VPS, LLC) between January 1, 2010 and December 31, 2019. SETTING One hundred thirteen North American PICUs participating in VPS. PATIENTS Two thousand four hundred eighty children 0-21 years old with hematologic malignancy admitted to participating PICUs for ARF requiring respiratory support. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS There were 3013 total encounters, of which 868 (28.8%) received first-line NIV alone (NIV only), 1544 (51.2%) received first-line IMV (IMV only), and 601 (19.9%) required IMV after a failed NIV trial (NIV failure). From 2010 to 2019, the NIV only group increased from 9.6% to 43.1% and the IMV only group decreased from 80.1% to 34.2% (p < 0.001). The NIV failure group had the highest mortality compared with NIV only and IMV only (36.6% vs. 8.1%, vs. 30.5%, p < 0.001). However, risk-of-mortality (ROM) was highest in the IMV only group compared with NIV only and NIV failure (median Pediatric Risk of Mortality III ROM 8.1% vs. 2.8% vs. 5.5%, p < 0.001). NIV failure patients also had the longest median PICU length of stay compared with the other two study groups (15.2 d vs. 6.1 and 9.0 d, p < 0.001). Higher age was associated with significantly decreased odds of NIV failure, and diagnosis of non-Hodgkin lymphoma was associated with significantly increased odds of NIV failure compared with acute lymphoid leukemia. CONCLUSIONS For children with hematologic malignancy admitted to the PICU with ARF, NIV has replaced IMV as the most common initial therapy. NIV failure rate remains high with high-observed mortality despite lower PICU admission ROM.
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Affiliation(s)
- Hassaan Asif
- Pritzker School of Medicine, University of Chicago, Chicago, IL
| | - Jennifer L McNeer
- Department of Pediatrics, Section of Pediatric Hematology/Oncology, University of Utah, Primary Children's Hospital, Salt Lake City, UT
| | - Nancy S Ghanayem
- Department of Pediatrics, Section of Pediatric Critical Care Medicine, University of Chicago, Comer Children's Hospital, Chicago, IL
| | - John F Cursio
- Department of Public Health Sciences, University of Chicago, Chicago, IL
| | - Jason M Kane
- Department of Pediatrics, Section of Pediatric Critical Care Medicine, University of Chicago, Comer Children's Hospital, Chicago, IL
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Rogerson CM, White BR, Smith M, Hogan AH, Abu-Sultaneh S, Carroll CL, Shein SL. Institutional Variability in Respiratory Support Use for Pediatric Critical Asthma: A Multicenter Retrospective Study. Ann Am Thorac Soc 2024; 21:612-619. [PMID: 38241011 PMCID: PMC10995549 DOI: 10.1513/annalsats.202309-807oc] [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: 09/15/2023] [Accepted: 01/18/2024] [Indexed: 04/04/2024] Open
Abstract
Rationale: Over 20,000 children are hospitalized in the United States for asthma every year. Although initial treatment guidelines are well established, there is a lack of high-quality evidence regarding the optimal respiratory support devices for these patients.Objectives: The objective of this study was to evaluate institutional and temporal variability in the use of respiratory support modalities for pediatric critical asthma.Methods: We conducted a retrospective cohort study using data from the Virtual Pediatrics Systems database. Our study population included children older than 2 years old admitted to a VPS contributing pediatric intensive care unit from January 2012 to December 2021 with a primary diagnosis of asthma or status asthmaticus. We evaluated the percentage of encounters using a high-flow nasal cannula (HFNC), continuous positive airway pressure (CPAP), noninvasive bilevel positive pressure ventilation (NIV), and invasive mechanical ventilation (IMV) for all institutions, then divided institutions into quintiles based on the volume of patients. We created logistic regression models to determine the influence of institutional volume and year of admission on respiratory support modality use. We also conducted time-series analyses using Kendall's tau.Results: Our population included 77,115 patient encounters from 163 separate institutions. Institutional use of respiratory modalities had significant variation in HFNC (28.3%, interquartile range [IQR], 11.0-49.0%; P < 0.01), CPAP (1.4%; IQR, 0.3-4.3%; P < 0.01), NIV (8.6%; IQR, 3.5-16.1%; P < 0.01), and IMV (5.1%; IQR, 3.1-8.2%; P < 0.01). Increased institutional patient volume was associated with significantly increased use of NIV (odds ratio [OR], 1.33; 1.29-1.36; P < 0.01) and CPAP (OR, 1.20; 1.15-1.25; P < 0.01), and significantly decreased use of HFNC (OR, 0.80; 0.79-0.81; P < 0.01) and IMV (OR, 0.82; 0.79-0.86; P < 0.01). Time was also associated with a significant increase in the use of HFNC (11.0-52.3%; P < 0.01), CPAP (1.6-5.4%; P < 0.01), and NIV (3.7-21.2%; P < 0.01), whereas there was no significant change in IMV use (6.1-4.0%; P = 0.11).Conclusions: Higher-volume centers are using noninvasive positive pressure ventilation more frequently for pediatric critical asthma and lower frequencies of HFNC and IMV. Treatment with HFNC, CPAP, and NIV for this population is increasing in the last decade.
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Affiliation(s)
- Colin M. Rogerson
- Division of Pediatric Critical Care Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Benjamin R. White
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah
| | - Michele Smith
- Division of Critical Care Medicine, University of Rochester Medical Center, Rochester, New York
| | - Alexander H. Hogan
- Division of Hospital Medicine, Connecticut Children’s Medical Center, Hartford, Connecticut
| | - Samer Abu-Sultaneh
- Division of Pediatric Critical Care Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Christopher L. Carroll
- Department of Pediatrics, Wolfson Children’s, University of Florida, Jacksonville, Florida; and
| | - Steven L. Shein
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children’s Hospital, Cleveland, Ohio
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Olfat M, Hosseinzadeh R, Sharifzadeh M, Hassani SA, Goudarzi M, Mohammadpour M. Infant Intensive Care Unit: Is it Time to Change? Indian J Pediatr 2024:10.1007/s12098-024-05032-1. [PMID: 38358405 DOI: 10.1007/s12098-024-05032-1] [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: 08/04/2023] [Accepted: 01/09/2024] [Indexed: 02/16/2024]
Abstract
OBJECTIVES To assess the effect of the Infant intensive care unit (InICU), a specialized unit for critically ill infants established in 2016 in authors' hospital, on infant mortality and compare the outcome with the current Pediatric intensive care units (PICU). METHODS In this retrospective cross-sectional study, two groups were defined; the first included expired patients aged 1 mo to 2 y admitted to PICU before the establishment of the InICU (the PICU group). The second included age-matched expired patients admitted to the InICU (the InICU group). Data were recorded using a questionnaire. RESULTS The authors found that the age, sex, underlying diseases, the leading cause of admission to the ICU, time of death, hospital and ICU length of stay, and the pediatric index of mortality 2 (PIM 2) score were same between the two groups. The incidence of mortality in the PICU group was 10.66 in 1000 person-month. This value was 6.37 for the InICU group (P-value <0.001). The relative risk of mortality of patients admitted to the PICU group compared to the InICU group was 1.67 (P-value <0.001). CONCLUSIONS Establishment of age specific InICU for infants may be beneficial in reducing infant mortality.
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Affiliation(s)
- Mehrnaz Olfat
- Children's Medical Center, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
- Division of Pediatric Intensive Care, Department of Pediatrics, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | | | - Meisam Sharifzadeh
- Children's Medical Center, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
- Division of Pediatric Intensive Care, Department of Pediatrics, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Abbas Hassani
- Children's Medical Center, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
- Division of Pediatric Intensive Care, Department of Pediatrics, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehrdad Goudarzi
- Children's Medical Center, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
- Department of Anesthesiology, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Mohammadpour
- Children's Medical Center, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran.
- Division of Pediatric Intensive Care, Department of Pediatrics, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran.
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Tager JB, Hinojosa JT, LiaBraaten BM, Balistreri KA, Aniciete D, Charleston E, Frader JE, White DB, Clayman ML, Sorce LR, Davies WH, Rothschild CB, Michelson KN. Challenges of Families of Patients Hospitalized in the PICU: A Preplanned Secondary Analysis From the Navigate Dataset. Pediatr Crit Care Med 2024; 25:128-138. [PMID: 37889100 PMCID: PMC10840810 DOI: 10.1097/pcc.0000000000003385] [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: 10/28/2023]
Abstract
OBJECTIVES To describe challenges experienced by parents of children hospitalized in the PICU during PICU admission as reported by family navigators. DESIGN A preplanned secondary analysis of open-response data coded via inductive qualitative approach from the Navigate randomized controlled trial (RCT) dataset (ID NCT02333396). SETTING Two university-affiliated PICUs in the Midwestern United States as part of an RCT. PATIENTS Two hundred twenty-four parents of 190 PICU patients. INTERVENTIONS In 2015-2017, trained family navigators assessed and addressed parent needs, offered weekly family meetings, and provided post-PICU discharge parent check-ins as part of a study investigating the effectiveness of a communication support intervention ("PICU Supports"). MEASUREMENTS AND MAIN RESULTS We analyzed qualitative data recorded by family navigators weekly across 338 encounters. Navigators described families' "biggest challenge," "communication challenges," and ways the team could better support the family. We used an inductive qualitative coding approach and a modified member-checking exercise. The most common difficulties included home life , hospitalization , and diagnosis distress (45.2%, 29.0%, and 17.2% of families, respectively). Navigators often identified that parents had co-occurring challenges. Communication was identified as a "biggest challenge" for 8% of families. Communication challenges included lack of information, team communication , and communication quality (7.0%, 4.8%, and 4.8% of families, respectively). Suggestions for improving care included better medical communication, listening, rapport, and resources. CONCLUSIONS This study describes families' experiences and challenges assessed throughout the PICU stay. Family navigators reported families frequently experience stressors both internal and external to the hospital environment, and communication challenges between families and providers may be additional sources of distress. Further research should develop and assess interventions aimed at improving provider-family communication and reducing stressors outside the hospitalization itself, such as home life difficulties.
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Affiliation(s)
- Julia B Tager
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI
| | - Jessica T Hinojosa
- Department of Psychology, Southern Illinois University-Carbondale, Carbondale, IL
| | - Brynn M LiaBraaten
- Department of Anesthesiology, Medical College of Wisconsin & Jane B. Pettit Pain and Headache Center, Children's Wisconsin, Milwaukee, WI
| | | | | | - Elizabeth Charleston
- Department of Psychology, DePaul University, Chicago, IL
- Division of Child Abuse Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Joel E Frader
- Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Douglas B White
- Program on Ethics and Decision Making in Critical Illness, CRISMA Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Marla L Clayman
- Department of Veterans Affairs, Center for Healthcare Organization and Implementation Research, Bedford, MA
- Department of Population and Quantitative Health Sciences, UMass Chan School of Medicine, Worcester, MA
| | - Lauren R Sorce
- Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Nursing, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - W Hobart Davies
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI
| | - Charles B Rothschild
- Division of Critical Care Medicine, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
| | - Kelly N Michelson
- Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
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Hayakawa K, Uchino S, Endo H, Hasegawa K, Kiyota K. Impact of missing values on the ability of the acute physiology and chronic health evaluation III and Japan risk of death models to predict mortality. J Crit Care 2024; 79:154432. [PMID: 37742518 DOI: 10.1016/j.jcrc.2023.154432] [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: 03/18/2023] [Revised: 09/10/2023] [Accepted: 09/11/2023] [Indexed: 09/26/2023]
Abstract
PURPOSE This study assessed model performance of the Acute Physiology and Chronic Health Evaluation (APACHE) III and Japan Risk of Death (JROD) when degraded by the number and category of missing variables. We also examined the impact of missing data on predicted mortality for facilities with missing physiological variables. METHODS We obtained data from the Japanese Intensive care PAtient Database (JIPAD). We calculated observed and predicted mortality rates using the APACHE III and JROD and the standardized mortality ratio (SMR) by the number and category of missing variables. Smoothed spline curves were calculated for the SMR to the missing proportion of the facility. RESULTS A total of 61,357 patients from 57 ICUs were included between April 2015 and March 2019. The APACHE III and JROD SMRs increased as the number of missing values increased. The SMR in the APACHE III model was elevated in facilities with a larger proportion of missing in each of the APS categories, arterial blood gas, albumin, glucose, and bilirubin. Facilities with a high proportion of missing albumin data preserved their SMRs in only the JROD model. CONCLUSION An increased number of missing physiological variables resulted in falsely low predicted mortality rates and high SMRs.
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Affiliation(s)
- Katsura Hayakawa
- Department of Intensive Care Medicine, Toranomon Hospital, 2-2-2 Toranomon, Minato-ku, Tokyo 105-8470, Japan; Department of Emergency and Critical Care Medicine, Saitama Red Cross Hospital, 1-5 Shintoshin, Chu-o-ku, Saitama 330-8553, Japan.
| | - Shigehiko Uchino
- Department of Anesthesiology and Intensive Care, Saitama Medical Center, Jichi Medical University, 1-847 Amanuma-cho, Omiya-ku, Saitama 330-0834, Japan
| | - Hideki Endo
- Department of Healthcare Quality Assessment, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8655, Japan
| | - Kazuki Hasegawa
- Department of Emergency and Critical Care Medicine, Saitama Red Cross Hospital, 1-5 Shintoshin, Chu-o-ku, Saitama 330-8553, Japan
| | - Kazuya Kiyota
- Department of Emergency and Critical Care Medicine, Saitama Red Cross Hospital, 1-5 Shintoshin, Chu-o-ku, Saitama 330-8553, Japan
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10
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Nascimento MS, Zólio BA, Vale LAPA, Silva PADL, Souza TS, Gonçalves LHR, Fascina LP, do Prado C. ROX index as a predictor of failure of high-flow nasal cannula in infants with bronchiolitis. Sci Rep 2024; 14:389. [PMID: 38172405 PMCID: PMC10764845 DOI: 10.1038/s41598-024-51214-4] [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: 04/18/2023] [Accepted: 01/02/2024] [Indexed: 01/05/2024] Open
Abstract
High-flow nasal cannula (HFNC) is a relatively recent therapy that has been used to treat respiratory failure. Until now, the criterion for failure requiring escalation to other forms of ventilatory support has remained unclear. This study evaluated how the ROX index predicts the success or failure of HFNC in infants with bronchiolitis. A prospective, observational, multicenter study was conducted in 2 pediatric ICUs. The data were collected at 7 moments. Patients were categorized into failure and success groups according to HFNC. A total of 102 infants were included, 18(17.6%) of whom failed HFNC therapy. For the ROX index, significant differences were observed between the failure 5.8(95%CI 4.7-7.1) and success 7.7(95%CI 7.2-8.2) groups (p = 0.005) at the 12 h evaluation. According to the analysis of the performance of the ROX index, the AUC at 12 h was 0.716(95%CI 0.591-0.842; p = 0.016). The best cutoff range for the ROX index at 12 h was 6.50-7.18, with a sensitivity of 42% and a specificity of 66% at the cutoff of 6.50, and a sensitivity of 92% and a specificity of 54% at the cutoff of 7.18. We concluded that the ROX index could be effective at predicting the failure of HFNC therapy in infants with bronchiolitis beginning at 12 h after installation.
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Affiliation(s)
- Milena Siciliano Nascimento
- Departamento de Práticas Assistenciais, Hospital Israelita Albert Einstein, Avenue Albert Einstein, 627-701, São Paulo, SP, 05651-901, Brazil.
| | - Bianca Agostini Zólio
- Departamento Materno-Infantil, Vila Santa Catarina Municipal Hospital, São Paulo, Brazil
| | | | | | - Thereza Silva Souza
- Departamento Materno-Infantil, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Linus Pauling Fascina
- Departamento Materno-Infantil, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Cristiane do Prado
- Departamento Materno-Infantil, Hospital Israelita Albert Einstein, São Paulo, Brazil
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11
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de Sonnaville ESV, Vermeule J, Oostra K, Knoester H, van Woensel JBM, Allouch SB, Oosterlaan J, Kӧnigs M. Predicting long-term neurocognitive outcome after pediatric intensive care unit admission for bronchiolitis-preliminary exploration of the potential of machine learning. Eur J Pediatr 2024; 183:471-482. [PMID: 37930398 PMCID: PMC10857960 DOI: 10.1007/s00431-023-05307-3] [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] [Received: 03/01/2023] [Revised: 09/29/2023] [Accepted: 10/24/2023] [Indexed: 11/07/2023]
Abstract
PURPOSE For successful prevention and intervention, it is important to unravel the complex constellation of factors that affect neurocognitive functioning after pediatric intensive care unit (PICU) admission. This study aims (1) to elucidate the potential relevance of patient and PICU-related characteristics for long-term adverse neurocognitive outcome after PICU admission for bronchiolitis, and (2) to perform a preliminary exploration of the potential of machine learning as compared to linear regression to improve neurocognitive outcome prediction in a relatively small sample of children after PICU admission. METHODS This cross-sectional observational study investigated 65 children aged 6-12 years with previous PICU admission for bronchiolitis (age ≤ 1 year). They were compared to demographically comparable healthy peers (n = 76) on neurocognitive functioning. Patient and PICU-related characteristics used for the prediction models were as follows: demographic characteristics, perinatal and disease parameters, laboratory results, and intervention characteristics, including hourly validated mechanical ventilation parameters. Neurocognitive outcome was measured by intelligence and computerized neurocognitive testing. Prediction models were developed for each of the neurocognitive outcomes using Regression Trees, k-Nearest Neighbors, and conventional linear regression analysis. RESULTS The patient group had lower intelligence than the control group (p < .001, d = -0.59) and poorer performance in neurocognitive functions, i.e., speed and attention (p = .03, d = -0.41) and verbal memory (p < .001, d = -0.60). Lower intelligence was predicted by lower birth weight and lower socioeconomic status (R2 = 25.9%). Poorer performance on the speed and attention domain was predicted by younger age at follow-up (R2 = 53.5%). Poorer verbal memory was predicted by lower birth weight, younger age at follow-up, and greater exposure to acidotic events (R2 = 50.6%). The machine learning models did not reveal added value in terms of model performance as compared to linear regression. CONCLUSION The findings of this study suggest that in children with previous PICU admission for bronchiolitis, (1) lower birth weight, younger age at follow-up, and lower socioeconomic status are associated with poorer neurocognitive outcome; and (2) greater exposure to acidotic events during PICU admission is associated with poorer verbal memory outcome. The findings of this study provide no evidence for the added value of machine learning models as compared to linear regression analysis in the prediction of long-term neurocognitive outcome in a relatively small sample of children. WHAT IS KNOWN • Adverse neurocognitive outcomes are described in PICU survivors, which are known to interfere with development in other major domains of functioning, such as mental health, academic achievement, and socioeconomic success, highlighting neurocognition as an important outcome after PICU admission. • Machine learning is a rapidly growing field of artificial intelligence that is increasingly applied in health care settings, with great potential to capture the complexity of outcome prediction. WHAT IS NEW • This study shows that lower birth weight, lower socioeconomic status, and greater exposure to acidotic events during PICU admission for bronchiolitis are associated with poorer long-term neurocognitive outcome after PICU admission. Results provide no evidence for the added value of machine learning models in a relatively small sample of children. • As bronchiolitis seldom manifests neurologically, the relation between acidotic events and neurocognitive outcome may reflect either potentially harmful effects of acidosis itself or related processes such as hypercapnia or hypoxic and/or ischemic events during PICU admission. This study further highlights the importance of structured follow-up to monitor long-term outcome of children after PICU admission.
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Affiliation(s)
- Eleonore S V de Sonnaville
- Department of Pediatric Intensive Care, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
- Emma Children's Hospital Amsterdam UMC Follow Me program & Emma Neuroscience Group, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
- Amsterdam Reproduction and Development research institute, Amsterdam, The Netherlands.
| | - Jacob Vermeule
- University of Amsterdam, Informatics Institute, Science Park 904, Amsterdam, The Netherlands
| | - Kjeld Oostra
- University of Amsterdam, Informatics Institute, Science Park 904, Amsterdam, The Netherlands
| | - Hennie Knoester
- Department of Pediatric Intensive Care, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development research institute, Amsterdam, The Netherlands
| | - Job B M van Woensel
- Department of Pediatric Intensive Care, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development research institute, Amsterdam, The Netherlands
| | - Somaya Ben Allouch
- University of Amsterdam, Informatics Institute, Science Park 904, Amsterdam, The Netherlands
| | - Jaap Oosterlaan
- Emma Children's Hospital Amsterdam UMC Follow Me program & Emma Neuroscience Group, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development research institute, Amsterdam, The Netherlands
| | - Marsh Kӧnigs
- Emma Children's Hospital Amsterdam UMC Follow Me program & Emma Neuroscience Group, Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Reproduction and Development research institute, Amsterdam, The Netherlands
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12
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Duval C, Porcheret F, Toulouse J, Alexandre M, Roulland C, Viallard ML, Brossier D. Withholding life support for children with severe neurological impairment: Prevalence and predictive factors prior to admission in the PICU. Arch Pediatr 2024; 31:66-71. [PMID: 37989656 DOI: 10.1016/j.arcped.2023.09.014] [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: 12/29/2022] [Revised: 05/17/2023] [Accepted: 09/30/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND Our study aimed to evaluate the prevalence and predictive factors of withholding life support for children suffering from severe neurological impairment before admission to the pediatric intensive care unit (PICU). METHOD Children under 18 years of age with severe neurological impairment, who were hospitalized between January 2006 and December 2016, were included in this retrospective study. They were allocated to a withholding group or a control group, depending on whether life support was withheld or not, before admission to the PICU. RESULTS Overall, 119 patients were included. At admission to the PICU, the rate of withholding life support was 10 % (n = 12). Predictive factors were: (1) a previous stay in the PICU (n = 11; 92 %, p<0.01, odds ratio [OR]: 14 [2-635], p = 0.001); (2) the need for respiratory support (n = 5; 42 %, p = 0.01, OR: 6 [1-27], p = 0.01); (3) the need for feeding support (n = 10; 83 %, p = 0.01, OR: 10 [2-100], p = 0.001); and (4) a higher functional status score (FSS: 16 [12.5-19] vs. 10 [8-13], p<0.01). CONCLUSION The withholding of life support for children suffering from severe neurological impairment appeared limited in our pediatric department. The main predictor was at least one admission to the PICU, which raised the question of the pediatrician's role in the decision to withhold life support.
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Affiliation(s)
- Christophe Duval
- CH Monod, Neonatal Intensive Care Unit, Le Havre, F-76620, France
| | | | - Joseph Toulouse
- CHU de Lyon, Pediatric Neurology Unit, Bron, F-69677, France
| | | | | | - Marcel-Louis Viallard
- Necker Children's University, Neonate & Pediatric Palliative Medicine Team, Paris, F-75015, France
| | - David Brossier
- CHU de Caen, Pediatric Intensive Care Unit, Caen, F-14000, France; CHU de Caen, Pediatric department, Caen, F-14000, France; Université Caen Normandie, medical school, Caen, F-14000, France; Univ. Lille, CHU Lille, ULR 2694 - METRICS : Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France.
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Wehrenberg K, Mitchell M, Zembles T, Yan K, Zhang L, Thompson N. Antibiotic treatment duration for culture-negative sepsis in the pediatric intensive care unit. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2023; 3:e249. [PMID: 38156219 PMCID: PMC10753480 DOI: 10.1017/ash.2023.502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 10/25/2023] [Accepted: 11/03/2023] [Indexed: 12/30/2023]
Abstract
Objective Sepsis remains a leading cause of morbidity and mortality in children. There is very limited guidance for sepsis treatment when cultures remain negative. This study sought to determine the effectiveness of short versus long course of antibiotics when treating culture-negative sepsis and assess for subsequent multidrug-resistant organism (MDRO) acquisition. Design Retrospective cohort study. Setting Quaternary academic children's hospital. Patients Pediatric intensive care unit (ICU) patients with culture-negative sepsis receiving a minimum of 72 hours of antibiotics. Methods Patients found to have culture-negative sepsis from January 2017 to May 2020 were divided into two groups: short and long course of antibiotics. Various demographic and laboratory results were collected for each subject as available. Primary outcomes included mortality and lengths of stay. The secondary outcome was subsequent acquisition of a new MDRO. Results Eighty-six patients were treated for culture-negative sepsis with 43 patients in both the short- (< or = 7 days) and long-course (>7 days) treatment cohorts. Patients who received a short course of antibiotics had a lower overall mortality than those who received a long course (9.3% vs 25.6% p = 0.047), but there was no difference in 30-day mortality (p > 0.99). Patients in the short-course group had a shorter hospital length of stay (22 vs 30 days p = 0.018). New MDROs were found in 10% of all patients. Conclusions Treatment of culture-negative sepsis with short-course antibiotics was not associated with worse outcomes in ICU patients. These findings warrant further investigation with a larger, prospective, multi-center study.
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Affiliation(s)
- Kelsey Wehrenberg
- Section of Critical Care, Department of Pediatrics, University of Florida, Gainesville, FL, USA
- Section of Critical Care, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Michelle Mitchell
- Section of Infectious Diseases, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Tracy Zembles
- Department of Enterprise Safety, Children’s Wisconsin, Milwaukee, WI, USA
| | - Ke Yan
- Section of Quantitative Health Sciences, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Liyun Zhang
- Section of Quantitative Health Sciences, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Nathan Thompson
- Section of Critical Care, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
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14
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Namachivayam SP, Butt W, Brizard C, Millar J, Thompson J, Walker SP, Cheung MMH. Potential benefits of prenatal diagnosis of TGA in Australia may be outweighed by the adverse effects of earlier delivery: likely causation and potential solutions. Arch Dis Child 2023; 109:16-22. [PMID: 37751944 DOI: 10.1136/archdischild-2022-324861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 09/10/2023] [Indexed: 09/28/2023]
Abstract
OBJECTIVE Prenatal diagnosis of transposition of great arteries (TGA) is expected to improve postoperative outcomes after neonatal arterial switch operation (ASO); however, published reports give conflicting results. We aimed to determine the association between prenatal diagnosis and early postoperative outcomes after neonatal ASO. METHODS Cohort study involving 243 newborns who underwent ASO (70% prenatally diagnosed) between 2010 and 2019. Multivariable regression was used to determine the association between prenatal diagnosis and (a) birth characteristics and (b) postoperative outcomes. RESULTS Gestational age and birthweight centile were lower and small-for-gestational-age more common (11.8% vs 1.4%) in those diagnosed prenatally. Among births which followed labour induction or prelabour caesarean, prenatal diagnosis was associated with earlier gestation at birth (mean (SD), 38.5 (1.6) vs 39.2 (1.4), p=0.01). Among births which followed spontaneous labour, prenatal diagnosis was associated with earlier gestation at labour onset (38.2 (1.8) vs 39.2 (1.4), p=0.01). Prenatal diagnosis was associated with longer postoperative mechanical ventilation (incidence rate ratio 1.74, 95% CI 1.37 to 2.21), intensive care (1.70, 1.31 to 2.21) and hospital length of stay (1.37, 1.14 to 1.66) after ASO. Gestational age mediated up to 60% of the effect of prenatal diagnosis on postoperative outcomes. CONCLUSION Among newborns undergoing ASO for TGA, prenatal diagnosis is associated with poorer early postoperative outcomes. In addition to minimising iatrogenic factors (such as planned births) resulting in earlier births, evaluation of other dynamics following a prenatal diagnosis which may result in poor fetal growth and earlier onset of spontaneous labour is important.
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Affiliation(s)
- Siva P Namachivayam
- Cardiac Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Department of Paediatrics, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Warwick Butt
- Cardiac Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Department of Paediatrics, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Christian Brizard
- Department of Paediatrics, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- Department of Cardiac Surgery, Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
| | - Johnny Millar
- Cardiac Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Critical Care, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Department of Paediatrics, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Jenny Thompson
- Cardiac Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Susan P Walker
- Department of Obstetrics and Gynaecology, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Mercy Perinatal, Mercy Hospital for Women, Melbourne, Victoria, Australia
| | - Michael M H Cheung
- Department of Paediatrics, The University of Melbourne-Parkville Campus, Melbourne, Victoria, Australia
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria, Australia
- Department of Cardiology, Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
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15
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Brizard CP, Elwood NJ, Kowalski R, Horton SB, Jones BO, Hutchinson D, Zannino D, Sheridan BJ, Butt W, Cheung MMH, Pepe S. Safety and feasibility of adjunct autologous cord blood stem cell therapy during the Norwood heart operation. J Thorac Cardiovasc Surg 2023; 166:1746-1755. [PMID: 37527726 DOI: 10.1016/j.jtcvs.2023.07.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/27/2023] [Accepted: 07/25/2023] [Indexed: 08/03/2023]
Abstract
BACKGROUND We conducted this phase I, open-label safety and feasibility trial of autologous cord blood (CB) stem cell (CBSC) therapy via a novel blood cardioplegia-based intracoronary infusion technique during the Norwood procedure in neonates with an antenatal diagnosis of hypoplastic left heart syndrome (HLHS). CBSC therapy may support early cardiac remodeling with enhancement of right ventricle (RV) function during the critical interstage period. METHODS Clinical grade CB mononucleated cells (CBMNCs) were processed to NetCord-FACT International Standards. To maximize yield, CBSCs were not isolated from CBMNCs. CBMNCs were stored at 4 °C (no cryopreservation) for use within 3 days and delivered after each cardioplegia dose (4 × 15 mL). RESULTS Of 16 patients with antenatal diagnosis, 13 were recruited; of these 13 patients, 3 were not treated due to placental abruption (n = 1) or conditions delaying the Norwood for >4 days (n = 2) and 10 received 644.9 ± 134 × 106 CBMNCs, representing 1.5 ± 1.1 × 106 (CD34+) CBSCs. Interstage mortality was 30% (n = 3; on days 7, 25, and 62). None of the 36 serious adverse events (53% linked to 3 deaths) were related to CBMNC therapy. Cardiac magnetic resonance imaging before stage 2 (n = 5) found an RV mass index comparable to that in an exact-matched historical cohort (n = 22), with a mean RV ejection fraction of 66.2 ± 4.5% and mean indexed stroke volume of 47.4 ± 6.2 mL/m2 versus 53.5 ± 11.6% and 37.2 ± 10.3 mL/m2, respectively. All 7 survivors completed stage 2 and are alive with normal RV function (6 with ≤mild and 1 with moderate tricuspid regurgitation). CONCLUSIONS This trial demonstrated that autologous CBMNCs delivered in large numbers without prior cryopreservation via a novel intracoronary infusion technique at cardioplegic arrest during Norwood palliation on days 2 to 3 of life is feasible and safe.
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Affiliation(s)
- Christian P Brizard
- Department of Cardiac Surgery, Royal Children's Hospital, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia.
| | - Ngaire J Elwood
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia
| | - Remi Kowalski
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Cardiology, Royal Children's Hospital, Melbourne, Australia
| | - Stephen B Horton
- Department of Cardiac Surgery, Royal Children's Hospital, Melbourne, Australia; Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia
| | - Bryn O Jones
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Cardiology, Royal Children's Hospital, Melbourne, Australia
| | - Darren Hutchinson
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Cardiology, Royal Children's Hospital, Melbourne, Australia
| | - Diana Zannino
- Murdoch Children's Research Institute, Melbourne, Australia
| | - Bennett J Sheridan
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Cardiology, Royal Children's Hospital, Melbourne, Australia; Department of Paediatric Intensive Care, Royal Children's Hospital, Melbourne, Australia
| | - Warwick Butt
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Paediatric Intensive Care, Royal Children's Hospital, Melbourne, Australia
| | - Michael M H Cheung
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia; Department of Cardiology, Royal Children's Hospital, Melbourne, Australia
| | - Salvatore Pepe
- Murdoch Children's Research Institute, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia.
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16
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Tjoeng YL, Olsen J, Friedland-Little JM, Chan T. Association Between Race/Ethnicity and Severity of Illness in Pediatric Cardiomyopathy and Myocarditis. Pediatr Cardiol 2023; 44:1788-1799. [PMID: 37329452 DOI: 10.1007/s00246-023-03203-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 05/30/2023] [Indexed: 06/19/2023]
Abstract
INTRODUCTION Previous reports demonstrate racial/ethnic differences in survival for children hospitalized with cardiomyopathy and myocarditis. The impact of illness severity, a potential mechanism for disparities, has not been explored. METHODS Using the Virtual Pediatric Systems (VPS, LLC), we identified patients ≤ 18 years old admitted to the intensive care unit (ICU) for cardiomyopathy/myocarditis. Multivariate regression models were used to evaluate the association between race/ethnicity and Pediatric Risk of Mortality (PRISM 3). Multivariate logistic and competing risk regression was used to examine the relationship between race/ethnicity and mortality, CPR, and ECMO. RESULTS Black patients had higher PRISM 3 scores on first admission (𝛽 = 2.02, 95% CI: 0.15, 3.90). There was no difference in survival across race/ethnicity over multiple hospitalizations. Black patients were less likely to receive a heart transplant (SHR = 0.65, 95% CI: 0.45-0.92). Black and unreported race/ethnicity had higher odds of CPR on first admission (OR = 1.64, 95% CI: 1.01-2.45; OR = 2.12, 95% CI: 1.11-4.08, respectively). CONCLUSION Black patients have higher severity of illness on first admission to the ICU, which may reflect differences in access to care. Black patients are less likely to receive a heart transplant. Additionally, Black patients and those with unreported race/ethnicity had higher odds of CPR, which was not mediated by severity of illness, suggesting variations in care may persist after admission.
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Affiliation(s)
- Yuen Lie Tjoeng
- Seattle Children's Hospital, Division of Pediatric Critical Care, University of Washington, 4800 Sand Point Way NE M/S RC2.820, Seattle, WA, 98105, USA.
| | - Jillian Olsen
- Boston Children's Hospital, Division of Critical Care Medicine, Harvard Medical School, Boston, Massachusetts), USA
| | - Joshua M Friedland-Little
- Seattle Children's Hospital, Division of Pediatric Cardiology, University of Washington, Seattle, Washington), USA
| | - Titus Chan
- Seattle Children's Hospital, Division of Pediatric Critical Care, University of Washington, 4800 Sand Point Way NE M/S RC2.820, Seattle, WA, 98105, USA
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17
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Ribeiro de Souza ALC, Piovezani A, Ventura JC, Penido MGMG, Bresolin NL, Moreno YMF. Nutritional and clinical factors associated with acute kidney injury development in critically ill children. J Nephrol 2023; 36:2601-2611. [PMID: 37921951 DOI: 10.1007/s40620-023-01787-6] [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: 04/22/2023] [Accepted: 09/07/2023] [Indexed: 11/05/2023]
Abstract
BACKGROUND Acute kidney injury (AKI) is common in the pediatric intensive care unit (ICU) and is associated with poorer clinical outcomes. There is scarce data to support an association between nutritional status and nutrient delivery in critically ill pediatric patients. Therefore, the present study aimed to identify the nutritional and clinical factors associated with the development of AKI during pediatric ICU stay. METHODS This prospective study included critically ill pediatric patients aged < 15 years who were admitted to the medical and surgical pediatric ICU. Clinical, laboratory, nutritional status, nutritional therapy parameters, and AKI data were recorded. Adjusted logistic regression was applied and expressed as odds ratio (OR) and 95% confidence interval (95%CI). P-value < 0.05 was considered significant. RESULTS We enrolled 108 patients with a median age of 9 months (interquartile range/IQR 2.4-62.5), and 43.5% developed AKI. Sepsis/septic shock (OR 8.00; 95% CI 2.06-32.51, p = 0.003), higher severity of illness (OR 1.89; 95% CI 1.24-2.90, p = 0.003), hypoalbuminemia (OR 4.11; 95% CI 1.61-10.46, p = 0.006), edema (OR 3.42, 95% CI 1.10-10.67, p = 0.034), fluid overload (OR 3.52, 95% CI 1.56-7.96, p = 0.003), need for mechanical ventilation (OR 3.62, 95% CI 1.45-9.04, p = 0.006) and adequate protein intake (OR 0.79, 95% CI 0.63-1.00, p = 0.048) were associated with development of AKI. CONCLUSIONS Hypoalbuminemia, need for mechanical ventilation, fluid overload, severity of illness, sepsis/septic shock, and edema were risk factors for AKI in pediatric ICU. Furthermore, adequate protein intake is associated with AKI during pediatric ICU stay, making it important to implement nutritional assessment and nutritional therapy protocols for critically ill pediatric patients.
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Affiliation(s)
| | - Alberto Piovezani
- Joana de Gusmão Children's Hospital, Florianópolis, Santa Catarina, Brazil
| | - Julia Carvalho Ventura
- Federal University of Santa Catarina, Graduate Program in Nutrition, Florianópolis, Santa Catarina, Brazil
| | - Maria Goretti Moreira Guimarães Penido
- Santa Casa de Belo Horizonte Hospital - Pediatric Nephrology Unit, Nephrology Center, Belo Horizonte, Minas Gerais, Brazil.
- Federal University of Minas Gerais , Pediatric Nephrology Unit, Belo Horizonte, Minas Gerais, Brazil.
| | | | - Yara Maria Franco Moreno
- Federal University of Santa Catarina, Graduate Program in Nutrition, Florianópolis, Santa Catarina, Brazil
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18
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Miranda M, Ray S, Boot E, Inwald D, Meena D, Kumar R, Davies P, Rivero-Bosch M, Sturgess P, Weeks C, Holliday K, Cuevas-Asturias S, Donnelly P, Elsaoudi A, Lillie J, Nadel S, Tibby S, Mitting R. Variation in Early Pediatric Intensive Care Management Strategies and Duration of Invasive Mechanical Ventilation for Acute Viral Bronchiolitis in the United Kingdom: A Retrospective Multicenter Cohort Study. Pediatr Crit Care Med 2023; 24:1010-1021. [PMID: 37493464 DOI: 10.1097/pcc.0000000000003333] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
OBJECTIVES Management of mechanically ventilated patients with bronchiolitis is not standardized and duration of mechanical ventilation has been shown to vary widely between centers. The aim of this study was to examine practice in a large number of U.K. PICUs with a view to identify if early management choices relating to fluid prescription, sedative agent use, and endotracheal tube (ETT) placement were associated with differences in duration of invasive mechanical ventilation (IMV). DESIGN Retrospective multicenter cohort study. Primary outcome was duration of IMV. A hierarchical gamma generalized linear model was used to test for associations between practice variables (sedative and neuromuscular blocking agents, route of endotracheal intubation at 24 hr and fluid balance at 48 hr) and duration of IMV after adjustment for known confounders. SETTING Thirteen U.K. PICUs. Duration of 2 months between November and December 2019. PATIENTS Three hundred fifty infants receiving IMV for bronchiolitis. Excluded were patients receiving long-term ventilation, extracorporeal life support, or who died before separation from IMV. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS After adjustment for confounders, several variables were associated with an increase in the geometric mean duration of IMV (expressed as a percentage) including: nasal ETT use, 16% (95% CI, 1-32%); neuromuscular blockade use, 39% (95% CI, 21-61%); and fluid balance at 48 hr, 13% per 100 mL/kg positive fluid balance (95% CI, -1% to 28%). The association of sedative use varied with class of agent. The use of an alpha-2 agonist alone was associated with a reduction in duration of IMV by 19% in relation to no sedative agent (95% CI, -31 to -5%), whereas benzodiazepine uses alone or with alpha-2 agonist in combination were similar to using neither agent. CONCLUSIONS Early management strategies for bronchiolitis were associated with the duration of IMV across U.K. centers after adjustment for confounders. Future work should prospectively assess the impact of fluid restriction, route of endotracheal intubation, and alpha-2 agonist use on duration of IMV in infants with bronchiolitis, with the aim of reducing seasonal bed pressure.
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Affiliation(s)
- Mariana Miranda
- Pediatric Intensive Care Unit, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Samiran Ray
- Pediatric Intensive Care Unit, Great Ormond Street Hospital for Children, London, United Kingdom
- Infection, Immunity and Inflammation Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Elizabeth Boot
- Pediatric Intensive Care Unit, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - David Inwald
- Pediatric Intensive Care Unit, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Daleep Meena
- Pediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Ramesh Kumar
- Pediatric Intensive Care Unit, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Patrick Davies
- Pediatric Intensive Care Unit, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Maria Rivero-Bosch
- Pediatric Intensive Care Unit, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
| | - Philippa Sturgess
- Pediatric Intensive Care Unit, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Charlotte Weeks
- Pediatric Intensive Care Unit, University Hospital Southampton NHS Foundation Trust, Southampton, Hampshire, United Kingdom
| | - Kathryn Holliday
- Pediatric Intensive Care Unit, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, United Kingdom
| | - Sofia Cuevas-Asturias
- Pediatric Intensive Care Unit, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, United Kingdom
| | - Peter Donnelly
- Pediatric Intensive Care Unit, The Royal Hospital For Children, NHS Greater Glasgow and Clyde, Glasgow, United Kingdom
| | - Ahmed Elsaoudi
- Pediatric Intensive Care Unit, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Jon Lillie
- Pediatric Intensive Care Unit, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Simon Nadel
- Pediatric Intensive Care Unit, Imperial College Healthcare NHS Trust, London, United Kingdom
- Centre for Paediatrics and Child Health, Imperial College, London, United Kingdom
| | - Shane Tibby
- Pediatric Intensive Care Unit, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Rebecca Mitting
- Pediatric Intensive Care Unit, Imperial College Healthcare NHS Trust, London, United Kingdom
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19
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Wu J, Su C, Jiang J, Mao Y. The potential role of serum lipoprotein in children with sepsis. Medicine (Baltimore) 2023; 102:e36311. [PMID: 38050211 PMCID: PMC10695531 DOI: 10.1097/md.0000000000036311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 11/03/2023] [Indexed: 12/06/2023] Open
Abstract
To determine whether serum lipoprotein is correlated with sepsis on the day of admission and help with early warning, identification, and intervention for sepsis. This retrospective study involved all children admitted to our pediatric intensive care unit from January 2021 to June 2023. Clinical data of involved patients were collected via inquiring databases of our hospital. The Pediatric Risk of Mortality and Pediatric Index of Mortality II scores were calculated, multivariate analysis was conducted to evaluate the independence of the association between serum lipoprotein and the risk of sepsis on the day of admission. This study involved 88 children (48 with sepsis, 40 non-sepsis). The sepsis group had a lower level of high-density lipoprotein (HDL), total cholesterol, and low-density lipoprotein (LDL). The CRP, white blood cell, and procalcitonin (PCT) were considerably higher than the non-sepsis group. After adjusting for covariates, logistic regression analysis suggested that the CRP, PCT, HDL, Pediatric Risk of Mortality score, Pediatric Index of Mortality II score and LDL were independent risk factors for sepsis. Moreover, the AUC of CRP, PCT, HDL, and LDL were 0.58, 0.76, 0.82, and 0.86, respectively. Our results may indicate that serum lipoprotein is correlated with sepsis on the day of admission and may help with early warning, identification, and intervention for sepsis.
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Affiliation(s)
- Jiabo Wu
- Department of Pediatrics, Linping Branch of the Second Affiliated Hospital of Zhejiang University, Hangzhou, China
| | - Chang Su
- Department of Pediatrics, Linping Branch of the Second Affiliated Hospital of Zhejiang University, Hangzhou, China
| | - Junsheng Jiang
- Department of Pediatrics, Linping Branch of the Second Affiliated Hospital of Zhejiang University, Hangzhou, China
| | - Yueyan Mao
- Department of Pediatrics, Linping Branch of the Second Affiliated Hospital of Zhejiang University, Hangzhou, China
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20
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Lampin ME, Duhamel A, Béhal H, Leteurtre S, Leclerc F, Recher M. Patient Characteristics and Severity Trajectories in a Pediatric Intermediate Care Unit. Indian J Pediatr 2023:10.1007/s12098-023-04902-4. [PMID: 37971648 DOI: 10.1007/s12098-023-04902-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 10/11/2023] [Indexed: 11/19/2023]
Abstract
OBJECTIVES To describe the characteristics of patients admitted to Pediatric Intermediate Care Units (PImCU) and to assess their illness severity trajectories. METHODS This prospective, observational, multicentre cohort study was conducted in seven French PImCUs between September 2012 and January 2014. All consecutive patients aged under 18 were included. The severity of illness was evaluated through the Paediatric Advanced Warning Score (PAWS), measured every 8 h for each patient. A latent class mixed model was used to identify severity trajectory classes. RESULTS A total of 2868 patients were included. The median [interquartile range] age was 29 [5-103] mo and the median length of stay was 1 [1-3] d. The primary indication for admission was respiratory (44%). Almost 3% of the patients were subsequently transferred to a pediatric intensive care unit. Three severity trajectory classes were identified. In one class, comprising the largest proportion of patients, the PAWS was low on admission and did not change markedly over time. In this class, patients were older and had a shorter length of stay. The other two classes were characterized by a higher PAWS on admission and rapid or slow improvement. These patients were more severely ill, mostly due to respiratory failure. CONCLUSIONS A large proportion of patients had a stable profile and no signs of severity which suggests that the stay in PImCU was not indicated but a part of these patients have remained stable perhaps because of the advanced monitoring and intensive nursing in these units. CLINICAL TRIAL REGISTRATION The study was registered with ClinicalTrials.gov Protocol, Identifier: NCT02304341, ClinicalTrials.gov .
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Affiliation(s)
- Marie E Lampin
- Pediatric Critical Care Unit, University Hospital of Lille, Lille, F-59000, France.
- University of Lille, University Hospital of Lille, ULR 2694 - METRICS: Assessment of Health Technologies and Medical Practices, Lille, F-59000, France.
| | - Alain Duhamel
- University of Lille, University Hospital of Lille, ULR 2694 - METRICS: Assessment of Health Technologies and Medical Practices, Lille, F-59000, France
| | - Hélène Béhal
- University of Lille, University Hospital of Lille, ULR 2694 - METRICS: Assessment of Health Technologies and Medical Practices, Lille, F-59000, France
| | - Stephane Leteurtre
- Pediatric Critical Care Unit, University Hospital of Lille, Lille, F-59000, France
- University of Lille, University Hospital of Lille, ULR 2694 - METRICS: Assessment of Health Technologies and Medical Practices, Lille, F-59000, France
| | - Francis Leclerc
- Pediatric Critical Care Unit, University Hospital of Lille, Lille, F-59000, France
| | - Morgan Recher
- Pediatric Critical Care Unit, University Hospital of Lille, Lille, F-59000, France
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21
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Raina R, Nada A, Shah R, Aly H, Kadatane S, Abitbol C, Aggarwal M, Koyner J, Neyra J, Sethi SK. Artificial intelligence in early detection and prediction of pediatric/neonatal acute kidney injury: current status and future directions. Pediatr Nephrol 2023:10.1007/s00467-023-06191-7. [PMID: 37889281 DOI: 10.1007/s00467-023-06191-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/27/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023]
Abstract
Acute kidney injury (AKI) has a significant impact on the short-term and long-term clinical outcomes of pediatric and neonatal patients, and it is imperative in these populations to mitigate the pathways leading to AKI and be prepared for early diagnosis and treatment intervention of established AKI. Recently, artificial intelligence (AI) has provided more advent predictive models for early detection/prediction of AKI utilizing machine learning (ML). By providing strong detail and evidence from risk scores and electronic alerts, this review outlines a comprehensive and holistic insight into the current state of AI in AKI in pediatric/neonatal patients. In the pediatric population, AI models including XGBoost, logistic regression, support vector machines, decision trees, naïve Bayes, and risk stratification scores (Renal Angina Index (RAI), Nephrotoxic Injury Negated by Just-in-time Action (NINJA)) have shown success in predicting AKI using variables like serum creatinine, urine output, and electronic health record (EHR) alerts. Similarly, in the neonatal population, using the "Baby NINJA" model showed a decrease in nephrotoxic medication exposure by 42%, the rate of AKI by 78%, and the number of days with AKI by 68%. Furthermore, the "STARZ" risk stratification AI model showed a predictive ability of AKI within 7 days of NICU admission of AUC 0.93 and AUC of 0.96 in the validation and derivation cohorts, respectively. Many studies have reported the superiority of using biomarkers to predict AKI in pediatric patients and neonates as well. Future directions include the application of AI along with biomarkers (NGAL, CysC, OPN, IL-18, B2M, etc.) in a Labelbox configuration to create a more robust and accurate model for predicting and detecting pediatric/neonatal AKI.
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Affiliation(s)
- Rupesh Raina
- Akron Nephrology Associates/Cleveland Clinic Akron General Medical Center, Akron, OH, USA.
- Department of Nephrology, Akron Children's Hospital, Akron, OH, USA.
- Department of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA.
| | - Arwa Nada
- Le Bonheur Children's Hospital & St. Jude Research Hospital, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - Raghav Shah
- Akron Nephrology Associates/Cleveland Clinic Akron General Medical Center, Akron, OH, USA
- Department of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA
| | - Hany Aly
- Department of Neonatology, Cleveland Clinic Children's, Cleveland, OH, USA
| | - Saurav Kadatane
- Department of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA
| | - Carolyn Abitbol
- Department of Pediatrics, Division of Pediatric Nephrology, University of Miami Miller School of Medicine/Holtz Children's Hospital, Miami, FL, USA
| | - Mihika Aggarwal
- Paediatric Nephrology & Paediatric Kidney Transplantation, Kidney and Urology Institute, Medanta, The Medicity Hospital, Gurgaon, India
| | - Jay Koyner
- Section of Nephrology, Department of Medicine, University of Chicago, Pritzker School of Medicine, Chicago, IL, USA
| | - Javier Neyra
- Department of Medicine, Division of Nephrology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sidharth Kumar Sethi
- Paediatric Nephrology & Paediatric Kidney Transplantation, Kidney and Urology Institute, Medanta, The Medicity Hospital, Gurgaon, India
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22
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Stephens K, Miller JL, Harkin M, Neely SB, Haws L, Johnson PN. Effect of Phytonadione on Correction of Coagulopathy in Pediatric Patients With Septic Shock. J Pediatr Pharmacol Ther 2023; 28:423-429. [PMID: 38130503 PMCID: PMC10731929 DOI: 10.5863/1551-6776-28.5.423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 09/13/2022] [Indexed: 12/23/2023]
Abstract
OBJECTIVES The purpose of this study was to evaluate phytonadione in children with septic shock with disseminated intravascular coagulopathy (DIC). The primary objective was to identify the number of patients with an international normalized ratio (INR), defined as ≤1.2, following phytonadione. Secondary objectives were to compare patients who achieved a normalized INR versus those with INR >1.2 and to determine factors associated with a normalized INR. METHODS A retrospective study of children <18 years of age receiving phytonadione from October 1, 2013, to August 31, 2020, with a diagnosis of septic shock, were included. Data collection included demographics, phytonadione regimen, INR values, Pediatric Index of Mortality 2 (PIM2) and Pediatric Risk of Mortality III (PRISM III) scores, fresh frozen plasma (FFP) and cryoprecipitate use. A logistic regression model and generalized linear model were used to explore factors associated with a normalized INR and evaluate phytonadione dosing. RESULTS Data for initial phytonadione course for 156 patients were evaluated. Sixty-six (42.3%) patients had a normalized INR. Most patients (n = 145; 92.9%) received ≤3 phytonadione doses, with the largest reduction in INR occurring after the second dose. In the logistic regression model, baseline INR, FFP, cryoprecipitate, vasopressors, PIM2, PRISM III, or cumulative phytonadione dose were not associated with achieving a normalized INR. CONCLUSIONS Less than half of patients achieved a normalized INR. The median cumulative dose of phytonadione and receipt of FFP or cryoprecipitate was not associated with an increased odds of a normalized INR. Future studies are needed to further explore phytonadione use in children with sepsis-induced coagulopathy.
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Affiliation(s)
- Katy Stephens
- Department of Pharmacy (KS, MH), Oklahoma Children’s Hospital at OU Health, Oklahoma City, OK
| | - Jamie L. Miller
- Department of Pharmacy: Clinical and Administrative Sciences (JLM, SBN, PNJ), College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Maura Harkin
- Department of Pharmacy (KS, MH), Oklahoma Children’s Hospital at OU Health, Oklahoma City, OK
| | - Stephen B. Neely
- Department of Pharmacy: Clinical and Administrative Sciences (JLM, SBN, PNJ), College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Laura Haws
- Department of Pediatrics (LH), College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Peter N. Johnson
- Department of Pharmacy: Clinical and Administrative Sciences (JLM, SBN, PNJ), College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, OK
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23
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Rambaud J, Broman LM, Chevret S, Visconti F, Leger PL, Guner Y, Butragueño-Laiseca L, Piloquet JE, Di Nardo M. Association between pediatric intensive care mortality and mechanical ventilation settings during extracorporeal membrane oxygenation for pediatric acute respiratory distress syndrome. Eur J Pediatr 2023; 182:4487-4497. [PMID: 37491617 DOI: 10.1007/s00431-023-05119-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/11/2023] [Accepted: 07/15/2023] [Indexed: 07/27/2023]
Abstract
The main objective of this study was to describe the current mechanical ventilation (MV) settings during extracorporeal membrane oxygenation (ECMO) for pediatric acute respiratory distress syndrome (P-ARDS) in six European centers. This is a retrospective observational cohort study performed in six European centers from January 2009 to December 2019. Children > 1 month to 18 years supported with ECMO for refractory P-ARDS were included. Collected data were as follows: patients' pre-ECMO medical condition, pre-ECMO adjunctive therapies for P-ARDS, pre-ECMO and during ECMO MV settings on day (D) 1, D3, D7, and D14 of ECMO, use of adjunctive therapies during ECMO, duration of ECMO, pediatric intensive care unit length of stay, and survival. A total of 255 patients with P-ARDS were included. The multivariate analysis showed that PEEP on D1 (OR = 1.13, 95% CI [1.03-1.24], p = 0.01); D3 (OR = 1.17, 95% CI [1.06-1.29], p = 0.001); and D14 (OR = 1.21, 95% CI [1.05-1.43], p = 0.02) and DP on D7 were significantly associated with higher odds of mortality (OR = 0.82, 95% CI [0.71-0.92], p = 0.001). Moreover, DP on D1 above 15 cmH2O (OR 2.23, 95% CI (1.09-4.71), p = 0.03) and native lung FiO2 above 60% on D14 (OR 10.36, 95% CI (1.51-116.15), p = 0.03) were significantly associated with higher odds of mortality. Conclusion: MV settings during ECMO for P-ARDS varied among centers; however, use of high PEEP levels during ECMO was associated with higher odds of mortality as well as a DP above 15 cmH2O and a native lung FiO2 above 60% on D14 of ECMO. What is Known: • Invasive ventilation settings are well defined for pediatric acute respiratory distress syndrome; however, once the children required an extracorporeal respiratory support, there is no recommendation how to set the mechanical ventilator. • Impact of invasive ventilator during extracorporeal respiratory support ad only been during the first days of this support but the effects of these settings later in the assistance are not described. What is New: • It seems to be essential to early decrease FiO2 on native lung once the ECMO flow allows an efficient oxygenation. • Tight control to limit the driving pressure at 15 cmH20 during ECMO run seems to be associated with better survival rate.
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Affiliation(s)
- Jerome Rambaud
- Pediatric and Neonatal Intensive Care Unit, Armand-Trousseau Hospital, Sorbonne University, Paris, France.
| | - Lars M Broman
- ECMO Centre Karolinska, Karolinska University Hospital, Stockholm, Sweden
| | | | - Federico Visconti
- Anaesthesia and Intensive Care, Padova University Hospital, Padua, Italy
| | - Pierre-Louis Leger
- Pediatric and Neonatal Intensive Care Unit, Armand-Trousseau Hospital, Sorbonne University, Paris, France
| | - Yigit Guner
- Division of Pediatric Surgery, Children's Hospital of Orange County, Orange, CA, USA
| | - Laura Butragueño-Laiseca
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Jean-Eudes Piloquet
- Pediatric and Neonatal Intensive Care Unit, Nantes Universitary Hospital, Nantes, France
| | - Matteo Di Nardo
- Pediatric Intensive Care Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
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24
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Wraight TI, Namachivayam SP, Maiden MJ, Erickson SJ, Oberender F, Singh P, Gard J, Ganeshalingham A, Millar J. Trends in Childhood Oncology Admissions to ICUs in Australia and New Zealand. Pediatr Crit Care Med 2023; 24:e487-e497. [PMID: 37133322 DOI: 10.1097/pcc.0000000000003268] [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: 05/04/2023]
Abstract
OBJECTIVES There are few robust, national-level reports of contemporary trends in pediatric oncology admissions, resource use, and mortality. We aimed to describe national-level data on trends in intensive care admissions, interventions, and survival for children with cancer. DESIGN Cohort study using a binational pediatric intensive care registry. SETTING Australia and New Zealand. PATIENTS Patients younger than 16 years, admitted to an ICU in Australia or New Zealand with an oncology diagnosis between January 1, 2003, and December 31, 2018. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We examined trends in oncology admissions, ICU interventions, and both crude and risk-adjusted patient-level mortality. Eight thousand four hundred ninety admissions were identified for 5,747 patients, accounting for 5.8% of PICU admissions. Absolute and population-indexed oncology admissions increased from 2003 to 2018, and median length of stay increased from 23.2 hours (interquartile range [IQR], 16.8-62 hr) to 38.8 hours (IQR, 20.9-81.1 hr) ( p < 0.001). Three hundred fifty-seven of 5,747 patients died (6.2%). There was a 45% reduction in risk-adjusted ICU mortality, which reduced from 3.3% (95% CI, 2.1-4.4) in 2003-2004 to 1.8% (95% CI, 1.1-2.5%) in 2017-2018 ( p trend = 0.02). The greatest reduction in mortality seen in hematological cancers and in nonelective admissions. Mechanical ventilation rates were unchanged from 2003 to 2018, while the use of high-flow nasal prong oxygen increased (incidence rate ratio, 2.43; 95% CI, 1.61-3.67 per 2 yr). CONCLUSIONS In Australian and New Zealand PICUs, pediatric oncology admissions are increasing steadily and such admissions are staying longer, representing a considerable proportion of ICU activity. The mortality of children with cancer who are admitted to ICU is low and falling.
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Affiliation(s)
- Tracey I Wraight
- Intensive Care Unit, Royal Children's Hospital, Melbourne, VIC, Australia
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Siva P Namachivayam
- Intensive Care Unit, Royal Children's Hospital, Melbourne, VIC, Australia
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
- Intensive Care Unit, Barwon Health, Geelong, VIC, Australia
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- Discipline of Acute Care Medicine, University of Adelaide, Adelaide, SA, Australia
- Paediatric Critical Care, Perth Children's Hospital, Perth, WA, Australia
- Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, VIC, Australia
- Department of Paediatrics, School of Clinical Sciences, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, Sydney Children's Hospital, Randwick, NSW, Australia
- University of New South Wales, Sydney, NSW, Australia
- Clinical Haematology Department, The Royal Children's Hospital, Melbourne, VIC, Australia
- Monash Simulation, Monash Health, Clayton, VIC, Australia
- Department of Medicine, Monash University, Melbourne, VIC, Australia
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
- Centre for Outcome and Resource Evaluation, Australian and New Zealand Intensive Care Society, Melbourne, VIC, Australia
| | - Matthew J Maiden
- Intensive Care Unit, Royal Children's Hospital, Melbourne, VIC, Australia
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
- Intensive Care Unit, Barwon Health, Geelong, VIC, Australia
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- Discipline of Acute Care Medicine, University of Adelaide, Adelaide, SA, Australia
- Paediatric Critical Care, Perth Children's Hospital, Perth, WA, Australia
- Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, VIC, Australia
- Department of Paediatrics, School of Clinical Sciences, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, Sydney Children's Hospital, Randwick, NSW, Australia
- University of New South Wales, Sydney, NSW, Australia
- Clinical Haematology Department, The Royal Children's Hospital, Melbourne, VIC, Australia
- Monash Simulation, Monash Health, Clayton, VIC, Australia
- Department of Medicine, Monash University, Melbourne, VIC, Australia
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
- Centre for Outcome and Resource Evaluation, Australian and New Zealand Intensive Care Society, Melbourne, VIC, Australia
| | - Simon J Erickson
- Paediatric Critical Care, Perth Children's Hospital, Perth, WA, Australia
| | - Felix Oberender
- Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, VIC, Australia
- Department of Paediatrics, School of Clinical Sciences, Monash University, Melbourne, VIC, Australia
| | - Puneet Singh
- Intensive Care Unit, Sydney Children's Hospital, Randwick, NSW, Australia
- University of New South Wales, Sydney, NSW, Australia
| | - Jye Gard
- Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | | | - Johnny Millar
- Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
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25
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Rambaud J, Sajedi M, Al Omar S, Chomtom M, Sauthier M, De Montigny S, Jouvet P. Clinical Decision Support System to Detect the Occurrence of Ventilator-Associated Pneumonia in Pediatric Intensive Care. Diagnostics (Basel) 2023; 13:2983. [PMID: 37761350 PMCID: PMC10528404 DOI: 10.3390/diagnostics13182983] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 09/15/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
OBJECTIVES Ventilator-associated pneumonia (VAP) is a severe care-related disease. The Centers for Disease Control defined the diagnosis criteria; however, the pediatric criteria are mainly subjective and retrospective. Clinical decision support systems have recently been developed in healthcare to help the physician to be more accurate for the early detection of severe pathology. We aimed at developing a predictive model to provide early diagnosis of VAP at the bedside in a pediatric intensive care unit (PICU). METHODS We performed a retrospective single-center study at a tertiary-care pediatric teaching hospital. All patients treated by invasive mechanical ventilation between September 2013 and October 2019 were included. Data were collected in the PICU electronic medical record and high-resolution research database. Development of the clinical decision support was then performed using open-access R software (Version 3.6.1®). MEASUREMENTS AND MAIN RESULTS In total, 2077 children were mechanically ventilated. We identified 827 episodes with almost 48 h of mechanical invasive ventilation and 77 patients who suffered from at least one VAP event. We split our database at the patient level in a training set of 461 patients free of VAP and 45 patients with VAP and in a testing set of 199 patients free of VAP and 20 patients with VAP. The Imbalanced Random Forest model was considered as the best fit with an area under the ROC curve from fitting the Imbalanced Random Forest model on the testing set being 0.82 (95% CI: (0.71, 0.93)). An optimal threshold of 0.41 gave a sensitivity of 79.7% and a specificity of 72.7%, with a positive predictive value (PPV) of 9% and a negative predictive value of 99%, and with an accuracy of 79.5% (95% CI: (0.77, 0.82)). CONCLUSIONS Using machine learning, we developed a clinical predictive algorithm based on clinical data stored prospectively in a database. The next step will be to implement the algorithm in PICUs to provide early, automatic detection of ventilator-associated pneumonia.
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Affiliation(s)
- Jerome Rambaud
- Pediatric Intensive Care Unit, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (P.J.)
- Pediatric and Neonatal Intensive Care Unit, Armand-Trousseau Hospital, Sorbonne University, 75012 Paris, France
| | - Masoumeh Sajedi
- Research Center, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (S.A.O.); (S.D.M.)
| | - Sally Al Omar
- Research Center, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (S.A.O.); (S.D.M.)
| | - Maryline Chomtom
- Pediatric Intensive Care Unit, Caen University Hospital, 14000 Caen, France;
| | - Michael Sauthier
- Pediatric Intensive Care Unit, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (P.J.)
| | - Simon De Montigny
- Research Center, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (S.A.O.); (S.D.M.)
- School of Public Health, Montréal University, Montreal, QC H2X 3E4, Canada
| | - Philippe Jouvet
- Pediatric Intensive Care Unit, Sainte-Justine Hospital, Montreal, QC H3T 1C5, Canada; (M.S.); (P.J.)
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López J, Sánchez C, Fernández SN, González R, Solana MJ, Urbano J, López-Herce J. Development and validation of a clinical score for early diagnosis of constipation in critically ill children. Sci Rep 2023; 13:14822. [PMID: 37684310 PMCID: PMC10491593 DOI: 10.1038/s41598-023-41674-5] [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: 04/12/2023] [Accepted: 08/30/2023] [Indexed: 09/10/2023] Open
Abstract
Constipation affects almost 50% of critically ill pediatric patients and is related to their morbidity and mortality. However, little attention is paid to it and it is diagnosed late and when there are already complications. The objective of this study is to develop and validate a score to identify critically ill children with high risk of constipation 48 h after admission. A single center two phase-study was carried out; the first one (retrospective observational study) to develop the score and the second one to validate it in another prospective observational study. Children between 15 days of life and 18 years old admitted to the PICU for more than 3 days were included. Demographic and clinical data during the first 48 h after PICU admission were collected. Univariate and multivariate analysis and ROC curves were used to develop and validate the score. Data from 145 patients (62.8% boys) with a mean age of 34.9 ± 7.3 months were used to develop the score. Independent factors identified to develop the score were: weight > 7 kg, admission to PICU after surgery, need of vasoconstrictors, doses of fentanyl ≥ 2 mcg/kg/h, and initiation of enteral nutrition later than 48 h after admission. Two cut-off values were identified to set low constipation risk (< 5.7 points) and high constipation risk (> 6.2 points). This score was validated in 124 patients showing a sensibility of 63.2%, specificity of 95.5% and a positive/negative predictive values (P/NPV) of 100% and 82.1% respectively to identify constipated patients. This is the first score to identify high constipation risk in critically ill children. This score is easy to apply, and internal validation has shown a PPV of 100%.
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Affiliation(s)
- J López
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain.
| | - C Sánchez
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain
- Pediatric Gastroenterology Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Madrid, Spain
| | - S N Fernández
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain
| | - R González
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain
| | - M J Solana
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain
| | - J Urbano
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain
| | - J López-Herce
- Pediatric Intensive Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Primary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network (RICORS) RD21/0012/0011 of Instituto de Salud Carlos III, Complutense University of Madrid, Spain. C/ Dr Castelo 47, 28009, Madrid, Spain.
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López J, Barba MG, Fernández SN, Solana MJ, Urbano J, Sánchez C, López-Herce J. Protocol for treatment of constipation with polyethylene glycol 3350 plus electrolytes in critically ill children. An Pediatr (Barc) 2023; 99:176-184. [PMID: 37640660 DOI: 10.1016/j.anpede.2023.05.009] [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: 02/23/2023] [Accepted: 05/02/2023] [Indexed: 08/31/2023] Open
Abstract
INTRODUCTION AND OBJECTIVES No studies have analysed the effectiveness of treatment for constipation in critically ill children. The aim of this study was to assess the implementation, efficacy and safety of a treatment protocol using polyethylene glycol 3350 with electrolytes (PEG 3350 + E) for constipation in critically ill children. METHODS We conducted a single-centre prospective study in children admitted to the paediatric intensive care unit for a minimum of 72 h and who developed constipation. Children with previous gastrointestinal disorders or diseases were excluded. The patients were treated with rectal enemas or with the oral PEG 3350 + E protocol at the discretion of the treating physician. We compared clinical and demographic variables as well as adverse events (diarrhoea, abdominal distension and electrolyte imbalances). RESULTS The sample included 56 patients with a mean age of 48.2 ± 11.9 months, of who 55.4% were male. Forty-four patients (78.6%) were treated with PEG 3350 + E and 12 (21.4%) with rectal enemas. The proportion of patients that responded well to treatment was greater in the PEG 3350 + E group (79.5%) compared to the enema group (58.3%), but the difference was not statistically significant (P = .151). There were no significant differences between the groups in any of the adverse effects. Treatment with PEG 3350 + E was more effective in children aged less than 2 years (100%) compared to older children (100% vs 65.4%; P < .01), with no significant differences in the development of adverse events. CONCLUSIONS The PEG 3350 + E treatment protocol for constipation in critically ill children was effective and associated with few adverse events, even in children aged less than 2 years.
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Affiliation(s)
- Jorge López
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network, Redes de Investigación Cooperativa Orientadas a Resultados en Salud [RICORS]) (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain.
| | - María G Barba
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Montepríncipe, Madrid, Spain
| | - Sarah N Fernández
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network, Redes de Investigación Cooperativa Orientadas a Resultados en Salud [RICORS]) (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain
| | - María J Solana
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network, Redes de Investigación Cooperativa Orientadas a Resultados en Salud [RICORS]) (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain
| | - Javier Urbano
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network, Redes de Investigación Cooperativa Orientadas a Resultados en Salud [RICORS]) (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain
| | - César Sánchez
- Unidad de Gastroenterología Infantil, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, RICORS (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain
| | - Jesús López-Herce
- Unidad de Cuidados Intensivos Pediátricos, Hospital Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Development Origin Network, Redes de Investigación Cooperativa Orientadas a Resultados en Salud [RICORS]) (RD21/0012/0011), Instituto de Salud Carlos III, Universidad Complutense de Madrid, Madrid, Spain
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Leite HP, Medina R, Junior EL, Konstantyner T. Troponin I as an Independent Biomarker of Outcome in Children with Systemic Inflammatory Response. J Pediatr Intensive Care 2023; 12:203-209. [PMID: 37565020 PMCID: PMC10411187 DOI: 10.1055/s-0041-1731432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 05/17/2021] [Indexed: 10/21/2022] Open
Abstract
Cardiac troponin-I (cTnI) is a biomarker of myocardial injury with implications for clinical outcomes. May other contributing factors that could affect outcomes have not been uniformly considered in pediatric studies. We hypothesized that there is an association between admission serum cTnI and outcomes in critically ill children taking into account the magnitude of the acute systemic inflammatory response syndrome (SIRS), serum lactate concentrations, and nutritional status. Second, we tested for potential factors associated with elevated serum cTnI. This was a prospective cohort study in 104 children (median age: 21.3 months) consecutively admitted to a pediatric intensive care unit (PICU) of a teaching hospital with SIRS and without previous chronic diseases. Primary outcome variables were PICU-free days, ventilator-free days, and 30-day mortality. Exposure variables were serum cTnI concentration on admission, revised pediatric index of mortality (PIM2), pediatric logistic organ dysfunction (PELOD-2), hypotensive shock, C-reactive protein, procalcitonin, and serum lactate on admission, and malnutrition. Elevated cTnI (>0.01 μg/L) was observed in 24% of patients, which was associated with the reduction of ventilator-free days (β coefficient = - 4.97; 95% confidence interval [CI]: -8.03; -1.91) and PICU-free days (β coefficient = - 5.76; 95% CI: -8.97; -2.55). All patients who died had elevated serum cTnI. The increase of 0.1 μg/L in cTnI concentration resulted in an elevation of 2 points in the oxygenation index (β coefficient = 2.0; 95% CI: 1.22; 2.78, p < 0.001). The PIM2 score, hypotensive shock in the first 24 hours, and serum lactate were independently associated with elevated cTnI on admission. We conclude that elevated serum cTnI on admission is independently associated with adverse outcomes in children with SIRS and without associated chronic diseases.
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Affiliation(s)
- Heitor P. Leite
- Discipline of Nutrition and Metabolism, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Rodrigo Medina
- Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Emilio L. Junior
- Discipline of Nutrition and Metabolism, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Tulio Konstantyner
- Discipline of Nutrition and Metabolism, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil
- Department of Pediatrics, Hospital Geral de Itapecerica da Serra—HGIS, Itapecerica da Serra, São Paulo, Brazil
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Agulnik A, Muniz-Talavera H, Pham LTD, Chen Y, Carrillo AK, Cárdenas-Aguirre A, Gonzalez Ruiz A, Garza M, Conde Morelos Zaragoza TM, Soberanis Vasquez DJ, Méndez-Aceituno A, Acuña-Aguirre C, Alfonso-Carreras Y, Alvarez Arellano SY, Andrade Sarmiento LA, Batista R, Blasco Arriaga EE, Calderon P, Chavez Rios M, Costa ME, Díaz-Coronado R, Fing Soto EA, Gómez García WC, Herrera Almanza M, Juarez Tobías MS, León López EM, López Facundo NA, Martinez Soria RA, Miller K, Miralda Méndez ST, Mora Robles LN, Negroe Ocampo NDC, Noriega Acuña B, Osuna Garcia A, Pérez Alvarado CM, Pérez Fermin CK, Pineda Urquilla EE, Portilla Figueroa CA, Ríos Lopez LE, Rivera Mijares J, Soto Chávez V, Suarez Soto JI, Teixeira Costa J, Tejocote Romero I, Villanueva Hoyos EE, Villegas Pacheco M, Devidas M, Rodriguez-Galindo C. Effect of paediatric early warning systems (PEWS) implementation on clinical deterioration event mortality among children with cancer in resource-limited hospitals in Latin America: a prospective, multicentre cohort study. Lancet Oncol 2023; 24:978-988. [PMID: 37433316 PMCID: PMC10727097 DOI: 10.1016/s1470-2045(23)00285-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 05/23/2023] [Accepted: 06/08/2023] [Indexed: 07/13/2023]
Abstract
BACKGROUND Paediatric early warning systems (PEWS) aid in the early identification of clinical deterioration events in children admitted to hospital. We aimed to investigate the effect of PEWS implementation on mortality due to clinical deterioration in children with cancer in 32 resource-limited hospitals across Latin America. METHODS Proyecto Escala de Valoración de Alerta Temprana (Proyecto EVAT) is a quality improvement collaborative to implement PEWS in hospitals providing childhood cancer care. In this prospective, multicentre cohort study, centres joining Proyecto EVAT and completing PEWS implementation between April 1, 2017, and May 31, 2021, prospectively tracked clinical deterioration events and monthly inpatient-days in children admitted to hospital with cancer. De-identified registry data reported between April 17, 2017, and Nov 30, 2021, from all hospitals were included in analyses; children with limitations on escalation of care were excluded. The primary outcome was clinical deterioration event mortality. Incidence rate ratios (IRRs) were used to compare clinical deterioration event mortality before and after PEWS implementation; multivariable analyses assessed the correlation between clinical deterioration event mortality and centre characteristics. FINDINGS Between April 1, 2017, and May 31, 2021, 32 paediatric oncology centres from 11 countries in Latin America successfully implemented PEWS through Proyecto EVAT; these centres documented 2020 clinical deterioration events in 1651 patients over 556 400 inpatient-days. Overall clinical deterioration event mortality was 32·9% (664 of 2020 events). The median age of patients with clinical deterioration events was 8·5 years (IQR 3·9-13·2), and 1095 (54·2%) of 2020 clinical deterioration events were reported in male patients; data on race or ethnicity were not collected. Data were reported per centre for a median of 12 months (IQR 10-13) before PEWS implementation and 18 months (16-18) after PEWS implementation. The mortality rate due to a clinical deterioration event was 1·33 events per 1000 patient-days before PEWS implementation and 1·09 events per 1000 patient-days after PEWS implementation (IRR 0·82 [95% CI 0·69-0·97]; p=0·021). In the multivariable analysis of centre characteristics, higher clinical deterioration event mortality rates before PEWS implementation (IRR 1·32 [95% CI 1·22-1·43]; p<0·0001), being a teaching hospital (1·18 [1·09-1·27]; p<0·0001), not having a separate paediatric haematology-oncology unit (1·38 [1·21-1·57]; p<0·0001), and having fewer PEWS omissions (0·95 [0·92-0·99]; p=0·0091) were associated with a greater reduction in clinical deterioration event mortality after PEWS implementation; no association was found with country income level (IRR 0·86 [95% CI 0·68-1·09]; p=0·22) or clinical deterioration event rates before PEWS implementation (1·04 [0·97-1·12]; p=0·29). INTERPRETATION PEWS implementation was associated with reduced clinical deterioration event mortality in paediatric patients with cancer across 32 resource-limited hospitals in Latin America. These data support the use of PEWS as an effective evidence-based intervention to reduce disparities in global survival for children with cancer. FUNDING American Lebanese Syrian Associated Charities, US National Institutes of Health, and Conquer Cancer Foundation. TRANSLATIONS For the Spanish and Portuguese translations of the abstract see Supplementary Materials section.
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Affiliation(s)
- Asya Agulnik
- St Jude Children's Research Hospital, Memphis, TN, USA.
| | | | - Linh T D Pham
- St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yichen Chen
- St Jude Children's Research Hospital, Memphis, TN, USA
| | | | | | | | - Marcela Garza
- St Jude Children's Research Hospital, Memphis, TN, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Kenia Miller
- Hospital del Niño "Jose Renan Esquivel", Panama, Panama
| | | | | | | | | | | | | | | | | | | | | | | | | | - Jorge Iván Suarez Soto
- Hospital del Niño. Sistema integral para el Desarrollo de la Familia (DIF), Pachuca, Mexico
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Kedarnath M, Alexander EC, Deep A. Safety and efficacy of continuous renal replacement therapy for children less than 10 kg using standard adult machines. Eur J Pediatr 2023; 182:3619-3629. [PMID: 37233776 PMCID: PMC10460307 DOI: 10.1007/s00431-023-05007-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/25/2023] [Accepted: 04/27/2023] [Indexed: 05/27/2023]
Abstract
Continuous Renal Replacement Therapy (CRRT) machines are used off-label in patients less than 20 kg. Infant and neonates-dedicated CRRT machines are making their way into current practice, but these machines are available only in select centres. This study assesses the safety and efficacy of CRRT using adult CRRT machines in children ≤ 10 kg and to determines the factors affecting the circuit life in these children. DESIGN Retrospective cohort study of children ≤ 10 kg who received CRRT (January 2010-January 2018) at a PICU in a tertiary care centre in London, UK. Primary diagnosis, markers for illness severity, CRRT characteristics, length of PICU admission and survival to PICU discharge were collected. Descriptive analysis compared survivors and non-survivors. A subgroup analysis compared children ≤ 5 kg to children 5-10 kg. Fifty-one patients ≤ 10 kg received 10,328 h of CRRT, with median weight of 5 kg. 52.94% survived to hospital discharge. Median circuit life was 44 h (IQR 24-68). Bleeding episodes occurred with 6.7% of sessions and hypotension for 11.9%. Analysis of efficacy showed a reduction in fluid overload at 48 h (P = 0.0002) and serum creatinine at 24 and 48 h (P = 0.001). Blood priming was deemed to be safe as serum potassium decreased at 4 h (P = 0.005); there was no significant change in serum calcium. Survivors had a lower PIM2 score at PICU admission (P < 0.001) and had longer PICU length of stay (P < 0.001). Conclusion: Pending neonatal and infant dedicated CRRT machines, CRRT can be safely and effectively applied to children weighing ≤ 10 kg using adult-sized CRRT machines. WHAT IS KNOWN • Continuous Renal Replacement Therapy can be used for a variety of renal and non-renal indications to improve outcomes for children in the paediatric intensive care unit. These include, persistent oliguria, fluid overload, hyperkalaemia, metabolic acidosis, hyperlactatemia, hyperammonaemia, and hepatic encephalopathy. • Young children ≤ 10 kg are most often treated using standard adult machines, off-label. This potentially places them at risk of side effects due to high extracorporeal circuit volumes, relatively higher blood flows, and difficulty in achieving vascular access. WHAT IS NEW • This study found that standard adult machines were effective in reducing fluid overload and creatinine in children ≤ 10 kg. This study also assessed safety of blood priming in this group and found no evidence of an acute fall in haemoglobin or calcium, and a fall in serum potassium by a median of 0.3 mmol/L. The frequency of bleeding episodes was 6.7%, and hypotension requiring vasopressors or fluid resuscitation occurred with 11.9% of treatment sessions. • These findings suggest that adult CRRT machines are sufficiently safe and efficacious for routine use in PICU for children ≤ 10 kg and suggest that further research is undertaken, regarding the routine rollout of dedicated machines.
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Affiliation(s)
- Manju Kedarnath
- Paediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Emma C Alexander
- Paediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Akash Deep
- Paediatric Intensive Care Unit, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK.
- Department of Women and Children's Health, School of Life Course Sciences, King's College London, London, UK.
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Lenz KB, Nishisaki A, Lindell RB, Yehya N, Laverriere EK, Bruins BB, Napolitano N, Traynor DM, Rowan CM, Fitzgerald JC. Peri-Intubation Adverse Events in the Critically Ill Child After Hematopoietic Cell Transplant. Pediatr Crit Care Med 2023; 24:584-593. [PMID: 37098779 PMCID: PMC10330041 DOI: 10.1097/pcc.0000000000003243] [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: 04/27/2023]
Abstract
OBJECTIVES Mechanically ventilated children post-hematopoietic cell transplant (HCT) have increased morbidity and mortality compared with other mechanically ventilated critically ill children. Tracheal intubation-associated adverse events (TIAEs) and peri-intubation hypoxemia universally portend worse outcomes. We investigated whether adverse peri-intubation associated events occur at increased frequency in patients with HCT compared with non-HCT oncologic or other PICU patients and therefore might contribute to increased mortality. DESIGN Retrospective cohort between 2014 and 2019. SETTING Single-center academic noncardiac PICU. PATIENTS Critically ill children who underwent tracheal intubation (TI). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Data from the local airway management quality improvement databases and Virtual Pediatric Systems were merged. These data were supplemented with a retrospective chart review for HCT-related data, including HCT indication, transplant-related comorbidity status, and patient condition at the time of TI procedure. The primary outcome was defined as the composite of hemodynamic TIAE (hypo/hypertension, arrhythmia, cardiac arrest) and/or peri-intubation hypoxemia (oxygen saturation < 80%) events. One thousand nine hundred thirty-one encounters underwent TI, of which 92 (4.8%) were post-HCT, while 319 (16.5%) had history of malignancy without HCT, and 1,520 (78.7%) had neither HCT nor malignancy. Children post-HCT were older more often had respiratory failure as an indication for intubation, use of catecholamine infusions peri-intubation, and use of noninvasive ventilation prior to intubation. Hemodynamic TIAE or peri-intubation hypoxemia were not different across three groups (HCT 16%, non-HCT with malignancy 10%, other 15). After adjusting for age, difficult airway feature, provider type, device, apneic oxygenation use, and indication for intubation, we did not identify an association between HCT status and the adverse TI outcome (odds ratio, 1.32 for HCT status vs other; 95% CI, 0.72-2.41; p = 0.37). CONCLUSIONS In this single-center study, we did not identify an association between HCT status and hemodynamic TIAE or peri-intubation hypoxemia during TI.
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Affiliation(s)
- Kyle B. Lenz
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Akira Nishisaki
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Robert B. Lindell
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Nadir Yehya
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Elizabeth K. Laverriere
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of General Anesthesiology, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Benjamin B. Bruins
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of General Anesthesiology, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Natalie Napolitano
- Respiratory Therapy Department, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Danielle M. Traynor
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Courtney M. Rowan
- Division of Critical Care Medicine, Department of Pediatrics, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Julie C. Fitzgerald
- Division of Critical Care, Department of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Amirjani S, Ahmadizadeh N, Behzad A, Dadashi-Noshahr Y, Vahdat Shariatpanahi Z. Undernutrition and 60-day mortality in critically ill children with respiratory failure: a prospective cohort study. BMC Pediatr 2023; 23:271. [PMID: 37248480 DOI: 10.1186/s12887-023-04087-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/23/2023] [Indexed: 05/31/2023] Open
Abstract
BACKGROUND To determine whether undernutrition affects 60-day mortality in pediatric acute respiratory failure. METHODS Subjects with acute respiratory failure aged between two months and 13 years were included in the study. The Z-scores were calculated on admission and children were categorized into two groups of undernutrition and normal nutrition. The nutritional intake of the children was measured daily. The outcome was 60-day mortality. RESULTS A total of 126 patients met the inclusion criteria; 41% were undernourished based on the Z-score of BMI and weight for height, 50% based on the Z-score of height and length for age and 45% based on the Z-score of weight for age. Overall, the 60-day mortality rate was 27.8%. The Cox regression analysis adjusted with PIM2, age and gender, showed that undernutrition has a significant relationship with 60-day mortality based on the weight for age Z-score (HR = 2.33; CI: 1.175-4.638). In addition, undernutrition has a significant relationship with 60-day mortality based on the BMI for age (HR = 3.04; CI:1.070-8.639) and weight for height (HR = 2.62; CI: 1.605-6.658) Z-scores. The mean calorie and protein intake of 72% of the children was less than 80% of their calorie needs. The time to start feeding in 63% of the children was more than 48 h. There was no relationship between the time of starting nutrition and nutritional intake during PICU admission and mortality. CONCLUSION Undernutrition is prevalent in mechanically ventilated children in the PICU and may be associated with 60-day mortality.
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Affiliation(s)
- Sina Amirjani
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Narjes Ahmadizadeh
- Department of Critical care, Mofid children's hospital, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Azita Behzad
- Department of Critical care, Mofid children's hospital, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Yasaman Dadashi-Noshahr
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Vahdat Shariatpanahi
- Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
- , Address: Farahzadi Blvd., Shahrak Qods, 1981619573, Baran, Tehran, West Arghavan, PO Box: 19395-4741, Iran.
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Martinez EE, Melvin P, Callif C, Turner AD, Hamilton S, Mehta NM. Postpyloric vs gastric enteral nutrition in critically ill children: A single-center retrospective cohort study. JPEN J Parenter Enteral Nutr 2023; 47:494-500. [PMID: 36722708 PMCID: PMC10464611 DOI: 10.1002/jpen.2482] [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: 10/07/2022] [Revised: 12/30/2022] [Accepted: 01/27/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND We aimed to describe enteral nutrition (EN) delivery in patients receiving postpyloric EN (PPEN) vs gastric EN (GEN). METHODS Single-center retrospective study including patients aged <21 years admitted to an intensive care unit in a pediatric quaternary care hospital for ≧48 h who received PPEN or GEN as a first approach, as guided by a nutrition algorithm. PPEN patients were 1:1 propensity score matched to GEN patients on demographics, clinical characteristics, and disease severity. Days to EN initiation from admission, percentage of EN adequacy (delivered EN volume/prescribed EN volume) on days 1-3 and 7 after EN initiation, and time to achieving 60% of prescribed EN volume were compared between the two groups using Wilcoxon Mann-Whitney tests and a Cox proportional hazards model. Data are presented as median (IQR1, IQR3). RESULTS Forty-six PPEN and 46 GEN patients were matched. Median time to EN initiation was 3.25 (2, 6.8) days for PPEN and 4.15 (1.5, 7.1) days for GEN (P = 0.6). Percentage of EN adequacy was greater for PPEN than GEN patients (day 1 PPEN 59.4% [18.8, 87.5] vs GEN 21.1% [7.8, 62.8], day 2 PPEN 54.3% [16.7, 95.8] vs GEN 24% [5.4, 56.7], day 3 PPEN 65.4% [14.7, 100] vs GEN 16% [0, 64.6], day 7 PPEN 77.8% [11.1, 100] vs GEN 13.8% [0, 74.5]; P < 0.05). PPEN patients had greater likelihood of achieving 60% of their prescribed EN volume than GEN patients (hazard ratio 1.84, 95% CI 1.07-3.15; P = 0.028). CONCLUSION PPEN was associated with greater EN delivery compared with GEN.
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Affiliation(s)
- Enid E Martinez
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Perioperative and Critical Care, Center for Outcomes Research & Evaluation (PC-CORE), Boston Children’s Hospital, Boston MA
| | - Patrice Melvin
- Office of Health Equity and Inclusion, Boston Children’s Hospital, Boston, MA
| | - Charles Callif
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA
| | - Ashley D Turner
- Department of Medicine, Boston Children’s Hospital, Boston, MA
| | - Susan Hamilton
- Department of General Surgery, Boston Children’s Hospital, Boston, MA
| | - Nilesh M Mehta
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Perioperative and Critical Care, Center for Outcomes Research & Evaluation (PC-CORE), Boston Children’s Hospital, Boston MA
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Lin JC, Srivastava A, Malone S, Jennison S, Simino M, Traube C, LaRose K, Kawai Y, Neu L, Kudchadkar S, Wieczorek B, Hajnik K, Kordik CM, Kumar VK, Aghamohammadi S, Arteaga GM, Smith HAB, Spentzas T, Orman A, Landman BM, Valdivia H, Browne H, Fang T, Zimmerman JJ. Caring for Critically Ill Children With the ICU Liberation Bundle (ABCDEF): Results of the Pediatric Collaborative. Pediatr Crit Care Med 2023:00130478-990000000-00194. [PMID: 37125798 DOI: 10.1097/pcc.0000000000003262] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
OBJECTIVES Assess clinical outcomes following PICU Liberation ABCDEF Bundle utilization. DESIGN Prospective, multicenter, cohort study. SETTING Eight academic PICUs. PATIENTS Children greater than 2 months with expected PICU stay greater than 2 days and need for mechanical ventilation (MV). INTERVENTIONS ABCDEF Bundle implementation. MEASUREMENT AND MAIN RESULTS Over an 11-month period (3-mo baseline, 8-mo implementation), Bundle utilization was measured for 622 patients totaling 5,017 PICU days. Risk of mortality was quantified for 532 patients (4,275 PICU days) for correlation between Bundle utilization and MV duration, PICU length of stay (LOS), delirium incidence, and mortality. Utilization was analyzed as subject-specific (entire PICU stay) and day-specific (single PICU day). Median overall subject-specific utilization increased from 50% during the 3-month baseline to 63.9% during the last four implementation months (p < 0.001). Subject-specific utilization for elements A and C did not change; utilization improved for B (0-12.5%; p = 0.007), D (22.2-61.1%; p < 0.001), E (17.7-50%; p = 0.003), and F (50-79.2%; p = 0.001). We observed no association between Bundle utilization and MV duration, PICU LOS, or delirium incidence. In contrast, on adjusted analysis, every 10% increase in subject-specific utilization correlated with mortality odds ratio (OR) reduction of 34%, p < 0.001; every 10% increase in day-specific utilization correlated with a mortality OR reduction of 1.4% (p = 0.006). CONCLUSIONS ABCDEF Bundle is applicable to children. Although enhanced Bundle utilization correlated with decreased mortality, increased utilization did not correlate with duration of MV, PICU LOS, or delirium incidence. Additional research in the domains of comparative effectiveness, implementation science, and human factors engineering is required to understand this clinical inconsistency and optimize PICU Liberation concept integration into clinical practice.
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Affiliation(s)
- John C Lin
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Washington University School of Medicine, St. Louis, MO
| | - Avantika Srivastava
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA
| | - Sara Malone
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Washington University School of Medicine, St. Louis, MO
| | | | | | - Chani Traube
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Weill-Cornell Medical College, New York, NY
| | - Kimberly LaRose
- Komansky Children's Hospital Family Advisory Council, New York Presbyterian Weill-Cornell Medical Center, New York, NY
| | - Yu Kawai
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Critical Care, Mayo Clinic, Rochester, MN
| | - Lori Neu
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Critical Care, Mayo Clinic, Rochester, MN
| | - Sapna Kudchadkar
- Department of Anesthesiology & Critical Medicine and Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Beth Wieczorek
- Department of Anesthesiology & Critical Medicine and Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | | | - Sara Aghamohammadi
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, UC Davis Children's Hospital, University of California at Davis School of Medicine, Sacramento, CA
| | - Grace M Arteaga
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Critical Care, Mayo Clinic, Rochester, MN
| | - Heidi A B Smith
- Department of Anesthesiology and Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Thomas Spentzas
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, LeBonheur Children's Hospital, University of Tennessee, Memphis, TN
| | | | | | | | | | | | - Jerry J Zimmerman
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA
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See P, Bonacorsi S, Toumazi A, Doit C, Naudin J, Chomton M, Le Bourgeois F, Caseris M, Mariani-Kurkdjian P, Poncelet G, Geslain G, Dauger S, Levy M. Factors linked to Staphylococcus aureus healthcare-associated infections among pediatric intensive care unit colonized patients. Arch Pediatr 2023; 30:153-157. [PMID: 36822930 DOI: 10.1016/j.arcped.2023.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 10/20/2022] [Accepted: 01/29/2023] [Indexed: 02/23/2023]
Abstract
BACKGROUND Staphylococcus aureus (SA) is one of the main pathogens responsible for healthcare-associated infection (HCAI) in pediatrics. The aim of this study was to describe the prevalence of SA-HCAI among colonized patients and the factors associated with it in the pediatric intensive care unit (PICU). METHODS We designed a 6-year retrospective cohort study of a PICU in a French university children's hospital including all children admitted to the PICU from January 1, 2011, to December 31, 2016, who had SA colonization on PICU admission. For each patient, the past medical history and the hospitalization data were collected. HCAIs related to SA were verified according to the criteria of the United States Centers for Disease Control and Prevention. RESULTS Among all patients colonized with SA (n = 1381, 26%), 105 (8%) had methicillin-resistant SA carriage and 41 (3%) developed an HCAI caused by SA. The main HCAIs were ventilator-associated pneumonia (51%) and central line-associated bloodstream infections (27%). Patients developing HCAI caused by SA had a significantly longer length of hospital stay and a higher mortality rate than the rest of the population. Using a multivariate logistic regression model, the presence of mechanical ventilation, the implementation of a surgical procedure during the PICU stay, and the onset of at least one episode of anemia during the PICU stay were significantly associated with the occurrence of HCAI due to SA. CONCLUSION HCAIs linked to SA carriage are rare but severe. Mechanical ventilation, surgery during the PICU stay, and anemia are factors associated with SA-HCAI.
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Affiliation(s)
- Perrine See
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Stéphane Bonacorsi
- Microbiology Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Artemis Toumazi
- Unit of Clinical Epidemiology, Inserm U1123 and CIC-EC 1426, Robert Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Catherine Doit
- Microbiology Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Jérôme Naudin
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Maryline Chomton
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Fleur Le Bourgeois
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Marion Caseris
- Paediatric Infectious Disease Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Patricia Mariani-Kurkdjian
- Microbiology Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Géraldine Poncelet
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Guillaume Geslain
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Stéphane Dauger
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Michael Levy
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France.
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Tadphale SD, Luckett PM, Quigley RP, Dhar AV, Gollhofer DK, Modem V. Fluid Removal in Children on Continuous Renal Replacement Therapy Improves Organ Dysfunction Score. J Pediatr Intensive Care 2023. [DOI: 10.1055/s-0043-1764499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023] Open
Abstract
AbstractThe objective is to assess impact of fluid removal on improvement in organ function in children who received continuous renal replacement therapy (CRRT) for management of acute kidney injury and/or fluid overload (FO). A retrospective review of eligible patients admitted to a tertiary level intensive care unit over a 3-year period was performed. Improvement in nonrenal organ function, the primary outcome, was defined as decrease in nonrenal component of Pediatric Logistic Organ Dysfunction (PELOD) score on day 3 of CRRT. The cohort was categorized into Group 1 (improvement) and Group 2 (no improvement or worsening) in nonrenal PELOD score. Multivariable logistic regression analysis was performed to identify independent predictors. A higher PELOD score at CRRT initiation (odds ratio [OR]: 1.11, 95% confidence interval [CI]: 1.05, 1.18, p < 0.001), belonging to infant-age group (OR: 4.53, 95% CI: 4.40, 5.13, p = 0.02) and greater fluid removal during initial 3 days of CRRT (OR: 1.05, 95% CI: 1.01, 1.10, p = 0.01) were associated with an improvement in nonrenal PELOD score at day 3 of CRRT. FO at CRRT initiation (OR: 0.66, 95% CI: 0.46, 0.93, p = 0.02) and having an underlying oncologic diagnosis (OR: 0.28, 95% CI: 0.09, 0.85, p = 0.03) were associated with worsening of nonrenal PELOD score at day 3 of CRRT. Careful consideration of certain modifiable patient and/or fluid removal kinetic factors may have an impact on outcomes.
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Affiliation(s)
- Sachin D. Tadphale
- Division of Pediatric Cardiology & Critical Care Medicine, UTHSC, Memphis, Tennessee, United States
| | - Peter M. Luckett
- Division of Pediatric Critical Care Medicine, UTSW, Dallas, Texas, United States
| | | | - Archana V. Dhar
- Division of Pediatric Critical Care Medicine, UTSW, Dallas, Texas, United States
| | - Diane K. Gollhofer
- Division of Critical Care Services, Children's Health-Dallas, Dallas, Texas, United States
| | - Vinai Modem
- Pediatric Intensive Care Unit, Cook Children's Medical Center, Fort Worth, Texas, United States
- Department of Pediatrics, TCU and UNTHSC School of Medicine, Fort Worth, Texas, United States
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Comparative Analysis of Intensive Care Prognosis Scoring Systems and Acute Kidney Injury Scores (AKIN and pRIFLE) in Critically Ill Children. CHILDREN 2023; 10:children10030484. [PMID: 36980042 PMCID: PMC10047852 DOI: 10.3390/children10030484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/23/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023]
Abstract
The development of AKI (acute kidney injury) in critically ill patients in pediatric intensive care units (PICUs) is one of the most important factors affecting mortality. There are scoring modalities used to predict mortality in PICUs. We compared the AKIN (Acute Kidney Injury Network) and pRIFLE (pediatric risk, injury, failure, loss, and end stage) AKI classifications and PICU scoring modalities in this study. Methods: A total of 716 children, whose serum creatinine levels were within the normal limits at the time of admission to the PICU between January 2018 and December 2020, were included. Along with the demographic and clinical variables, AKIN and pRIFLE classifications were recorded at the most advanced stage of AKI. Along with the PIM-2, PRISM III, and PELOD-2 scores, the highest value of the pSOFA score was recorded. Results: According to the pRIFLE and AKIN classifications, 62 (8.7%) patients developed kidney injury, which had a statistically significant effect on mortality. The occurrence of renal injury was found to be statistically strongly and significantly correlated with high PRISM III, PELOD-2, and pSOFA scores. When the stages of kidney injury according to the AKIN criteria were compared with the PRISM III, PELOD 2, and pSOFA scores, a significant difference was found between the patients who did not develop AKI and those who developed stage 1, stage 2, and stage 3 kidney injury. For the PRISM III, PELOD 2, and pSOFA scores, there were no significant differences between the stages according to the AKIN criteria. A substantial difference was discovered between the patients who did not develop AKI and those who were in the risk, injury, and failure plus loss stages according to the pRIFLE criteria. According to the PIM-2 ratio and pRIFLE criteria, there was a statistically significant difference between patients in the injury and failure plus loss stages and those who did not develop AKI. Conclusions: Our study is the first pediatric study to show a substantial correlation between the variables associated with the PICU scoring modalities in critically ill children with AKI. Identifying the risk factors for the development of AKI and planning antimicrobial regimens for patients with favorable prognoses at the time of PICU admission could lower mortality rates.
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Secombe P, Millar J, Litton E, Chavan S, Hensman T, Hart GK, Slater A, Herkes R, Huckson S, Pilcher DV. Thirty years of ANZICS CORE: A clinical quality success story. CRIT CARE RESUSC 2023; 25:43-46. [PMID: 37876992 PMCID: PMC10581273 DOI: 10.1016/j.ccrj.2023.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Abstract
In 2023, the Australian and New Zealand Intensive Care Society (ANZICS) Registry run by the Centre for Outcomes and Resources Evaluation (CORE) turns 30 years old. It began with the Adult Patient Database, the Australian and New Zealand Paediatric Intensive Care Registry, and the Critical Care Resources Registry, and it now includes Central Line Associated Bloodstream Infections Registry, the Extra-Corporeal Membrane Oxygenation Database, and the Critical Health Resources Information System. The ANZICS Registry provides comparative case-mix reports, risk-adjusted clinical outcomes, process measures, and quality of care indicators to over 200 intensive care units describing more than 200 000 adult and paediatric admissions annually. The ANZICS CORE outlier management program has been a major contributor to the improved patient outcomes and provided significant cost savings to the healthcare sector. Over 200 peer-reviewed papers have been published using ANZICS Registry data. The ANZICS Registry was a vital source of information during the COVID-19 pandemic. Upcoming developments include reporting of long-term survival and patient-reported outcome and experience measures.
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Affiliation(s)
- Paul Secombe
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
- Department of Intensive Care, Alice Springs Hospital, Northern Territory 0870, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Victoria, 3004, Australia
| | - Johnny Millar
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
- Department of Intensive Care, Royal Children's Hospital, Parkville, Victoria, 3052, Australia
| | - Edward Litton
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
- Department of Intensive Care, Fiona Stanley Hospital, Western Australia, Australia
- School of Medicine, University of Western Australia, Crawley, 6009, Perth, Western Australia, Australia
| | - Shaila Chavan
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
| | - Tamishta Hensman
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
- Department of Intensive Care, Guy's and St. Thomas' NHS Foundation Trust, London, United Kingdom
| | - Graeme K. Hart
- Austin Health, Heidelberg, Victoria, Australia
- Centre for Digital Transformation of Health, University of Melbourne, Parkville, Victoria, Australia
| | - Anthony Slater
- Department of Paediatric Intensive Care Medicine, Queensland Children's Hospital, South Brisbane, Queensland, 4010, Australia
| | - Robert Herkes
- Ramsay Health, Westbourne Str, St. Leonards, New South Wales, 2065, Australia
| | - Sue Huckson
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
| | - David V. Pilcher
- The Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcome and Resource Evaluation, High Street, Prahran, Victoria 3004, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Victoria, 3004, Australia
- Department of Intensive Care, Alfred Health, Commercial Road, Prahran, Victoria 3004, Australia
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Saleh NY, Aboelghar HM, Garib MI, Rizk MS, Mahmoud AA. Pediatric sepsis diagnostic and prognostic biomarkers: pancreatic stone protein, copeptin, and apolipoprotein A-V. Pediatr Res 2023:10.1038/s41390-023-02499-0. [PMID: 36755189 PMCID: PMC10382317 DOI: 10.1038/s41390-023-02499-0] [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] [Received: 03/21/2022] [Revised: 11/21/2022] [Accepted: 12/27/2022] [Indexed: 02/10/2023]
Abstract
BACKGROUND We assessed serum concentrations of pancreatic stone protein (PSP), copeptin, and apolipoprotein A-V (APOA5) biomarkers for the diagnosis and prognosis of pediatric sepsis, a condition associated with high mortality. METHODS This prospective study included 180 children admitted to the Pediatric Intensive Care Unit and 100 healthy controls at Menoufia University Hospital. Pediatric Risk of Mortality (PRISM), Pediatric Index of Mortality-2 (PIM2), and Pediatric Sequential Organ Failure Assessment (pSOFA) scores were calculated. Serum PSP, copeptin and APOA5 were measured once within 24 h of admission. RESULTS PSP, copeptin, and APOA5 were significantly higher in the patients than in the controls (p < 0.001). PSP and copeptin were increased among children who required mechanical ventilation (MV), had multiple organ dysfunctions, and were non-survivors, but APOA5 was decreased in those children. Logistic regression analyses showed that high pSOFA, high PSP and copeptin, low APOA5, and use of MV were associated with mortality. The receiver operating characteristic revealed that the area under the curve (AUC) for APOA5, copeptin, and PSP (0.965, 0.960, and 0.868, respectively) demonstrated high sensitivity (96%, 94%, and 80%) for sepsis diagnosis. The AUC values for PSP, copeptin, and APOA5 were 0.709, 0.705, and 0.571, respectively, with sensitivities of 74%, 58%, and 58% for mortality prediction. CONCLUSIONS PSP, copeptin, and APOA5 are promising diagnostic biomarkers for pediatric sepsis but inadequate predictors of mortality. IMPACT Apolipoprotein A-V (APOA5), copeptin, and pancreatic stone protein (PSP) are acute-phase proteins with diagnostic value in evaluating critically ill pediatric patients with sepsis and detecting sepsis severity. PSP and copeptin had the power to discriminate non-survivors from survivors. APOA5 was less powerful than the other biomarkers in discriminating between survivors and non-survivors.
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Affiliation(s)
- Nagwan Y Saleh
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Shebin Elkom, Egypt.
| | - Hesham M Aboelghar
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Shebin Elkom, Egypt
| | - Mohamed I Garib
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Shebin Elkom, Egypt
| | - Mohammed S Rizk
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Menoufia University, Shebin Elkom, Egypt
| | - Asmaa A Mahmoud
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Shebin Elkom, Egypt
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Boeddha NP, Atkins L, de Groot R, Driessen G, Hazelzet J, Zenz W, Carrol ED, Anderson ST, Martinon-Torres F, Agyeman PKA, Galassini R, Herberg J, Levin M, Schlapbach LJ, Emonts M. Group A streptococcal disease in paediatric inpatients: a European perspective. Eur J Pediatr 2023; 182:697-706. [PMID: 36449079 PMCID: PMC9709363 DOI: 10.1007/s00431-022-04718-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/13/2022] [Accepted: 11/14/2022] [Indexed: 12/05/2022]
Abstract
Group A streptococcal (GAS) disease shows increasing incidence worldwide. We characterised children admitted with GAS infection to European hospitals and studied risk factors for severity and disability. This is a prospective, multicentre, cohort study (embedded in EUCLIDS and the Swiss Pediatric Sepsis Study) including 320 children, aged 1 month to 18 years, admitted with GAS infection to 41 hospitals in 6 European countries from 2012 to 2016. Demographic, clinical, microbiological and outcome data were collected. A total of 195 (61%) patients had sepsis. Two hundred thirty-six (74%) patients had GAS detected from a normally sterile site. The most common infection sites were the lower respiratory tract (LRTI) (22%), skin and soft tissue (SSTI) (23%) and bone and joint (19%). Compared to patients not admitted to PICU, patients admitted to PICU more commonly had LRTI (39 vs 8%), infection without a focus (22 vs 8%) and intracranial infection (9 vs 3%); less commonly had SSTI and bone and joint infections (p < 0.001); and were younger (median 40 (IQR 21-83) vs 56 (IQR 36-85) months, p = 0.01). Six PICU patients (2%) died. Sequelae at discharge from hospital were largely limited to patients admitted to PICU (29 vs 3%, p < 0.001; 12% overall) and included neurodisability, amputation, skin grafts, hearing loss and need for surgery. More patients were recruited in winter and spring (p < 0.001). CONCLUSION In an era of observed marked reduction in vaccine-preventable infections, GAS infection requiring hospital admission is still associated with significant severe disease in younger children, and short- and long-term morbidity. Further advances are required in the prevention and early recognition of GAS disease. WHAT IS KNOWN • Despite temporal and geographical variability, there is an increase of incidence of infection with group A streptococci. However, data on the epidemiology of group A streptococcal infections in European children is limited. WHAT IS NEW • In a large, prospective cohort of children with community-acquired bacterial infection requiring hospitalisation in Europe, GAS was the most frequent pathogen, with 12% disability at discharge, and 2% mortality in patients with GAS infection. • In children with GAS sepsis, IVIG was used in only 4.6% of patients and clindamycin in 29% of patients.
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Affiliation(s)
- Navin P Boeddha
- Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
- Department of Pediatrics, Maasstad Hospital, Rotterdam, the Netherlands
| | - Lucy Atkins
- Paediatric Immunology, Infectious Diseases & Allergy Dept., Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, RVI, Clinical Resources Building, Queen Victoria Road, Newcastle Upon Tyne, NE1 4LP, UK
| | - Ronald de Groot
- Division of Pediatric Infectious Diseases and Immunology and Laboratory of Infectious Diseases, Department of Pediatrics, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, the Netherlands
| | - Gertjan Driessen
- Department of Pediatrics, Erasmus MC-Sophia Children's Hospital, Rotterdam, the Netherlands
- Department of Paediatrics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Jan Hazelzet
- Department of Public Health, Erasmus MC, Rotterdam, the Netherlands
| | - Werner Zenz
- Department of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Enitan D Carrol
- Institute of Infection, Veterinary and Ecological Sciences Global Health, University of Liverpool, Liverpool, UK
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | | | - Federico Martinon-Torres
- Translational Pediatrics and Infectious Diseases Section, Pediatrics Department, Santiago de Compostela, Spain
| | - Philipp K A Agyeman
- Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Rachel Galassini
- Section of Paediatrics Division of Infectious Disease, Imperial College of London, London, UK
| | - Jethro Herberg
- Section of Paediatrics Division of Infectious Disease, Imperial College of London, London, UK
| | - Michael Levin
- Section of Paediatrics Division of Infectious Disease, Imperial College of London, London, UK
| | - Luregn J Schlapbach
- Neonatal and Pediatric Intensive Care Unit, University Children`s Hospital Zürich and Children`s Research Center, Zurich, Switzerland
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases & Allergy Dept., Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, RVI, Clinical Resources Building, Queen Victoria Road, Newcastle Upon Tyne, NE1 4LP, UK.
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK.
- NIHR Newcastle Biomedical Research Centre Based at Newcastle Upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle Upon Tyne, UK.
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Bitencourt VN, Crestani F, Peuckert MZ, Andrades GRH, Krauzer JRM, Cintra CDC, Cunha MLDR, Eckert GU, Girardi L, Santos IS, Garcia PCR. Net Promoter Score (NPS) as a tool to assess parental satisfaction in pediatric intensive care units. J Pediatr (Rio J) 2023; 99:296-301. [PMID: 36720434 DOI: 10.1016/j.jped.2022.11.013] [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: 06/30/2022] [Revised: 11/23/2022] [Accepted: 11/24/2022] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVE To verify the performance of the Net Promoter Score (NPS) as a tool to assess parental satisfaction in pediatric intensive care units (PICUs). METHODS The authors conducted an observational cross-sectional multicenter study in the PICUs of 5 hospitals in Brazil. Eligible participants were all parents or legal guardians of PICU-admitted children, aged 18 years or over. The NPS was administered together with the EMpowerment of PArents in THe Intensive Care (EMPATHIC-30), used as the gold standard, and a sociodemographic questionnaire. For analysis, the results were dichotomized into values greater than or equal to the median of the tests. The associations between the 2 tools were evaluated and the distribution of their results was compared. RESULTS The parents or legal guardians of 78 PICU-admitted children were interviewed. Of the respondents, 85% were women and 62% were in a private hospital. The median NPS was 10 (IQR, 10-10), and the median EMPATHIC-30 score was 5.7 (IQR, 5.4-5.9). Compared with the gold standard, the NPS had a sensitivity of 100% at all cutoff points, except at cutoff 10, where the sensitivity was slightly lower (97.5%). As for specificity, NPS performance was poorer, with values ranging from 0% (NPS ≥ 5) to 47.4% (NPS = 10). CONCLUSIONS NPS proved to be a sensitive tool to assess parental satisfaction, but with poor ability to identify dissatisfied users in the sample.
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Affiliation(s)
- Victoria Noremberg Bitencourt
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil.
| | - Francielly Crestani
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil
| | - Marina Zanette Peuckert
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil
| | - Gabriela Rupp Hanzen Andrades
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil
| | | | | | | | | | - Leandra Girardi
- Hospital Materno Infantil Presidente Vargas, Porto Alegre, RS, Brazil
| | - Iná S Santos
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil
| | - Pedro Celiny Ramos Garcia
- Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Programa de Pós-Graduação em Pediatria e Saúde da Criança da Escola de Medicina, Porto Alegre, RS, Brazil; Hospital São Lucas da PUCRS, Porto Alegre, RS, Brazil
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van Dijk T, van Benthum MV, Maas-van Schaaijk NM, van Zwol A. Health-related quality of life 6 months after pediatric intensive care unit admission for bronchiolitis: a prospective single-center cohort study. Eur J Pediatr 2023; 182:403-409. [PMID: 36374303 PMCID: PMC9660186 DOI: 10.1007/s00431-022-04700-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/26/2022] [Accepted: 11/06/2022] [Indexed: 11/16/2022]
Abstract
UNLABELLED Health-Related Quality of Life (HRQoL) after Pediatric Intensive Care Unit (PICU) admission is considered a valuable outcome measure. Yet, data on HRQoL after PICU admission are scarce and often collected in heterogeneous patient groups. The current study aimed to evaluate HRQoL in children with bronchiolitis 6 months after PICU admission, which represents a homogenous patient group. This study was conducted at the Radboud University Medical Centre in the Netherlands. Children admitted to the PICU between November 2019 and April 2020 were eligible. HRQoL was assessed with the "TNO-AZL Preschool children Quality of Life" (TAPQOL) questionnaire and compared to Dutch normative data. Lower scores represent worse HRQoL. HRQoL was assessed in 34 children (response rate 81%), mean age at assessment was 7.6 months (SD 2.5 months), and median length of stay was 5 days (range 1-17). Parents reported significant lower scores on stomach problems (p < 0.001; d = 0.8) and lung problems (p < 0.001; d = 1.2) and significant higher scores on appetite (p < 0.001; d = 0.6) and problem behavior (p < 0.001; d = 0.5) compared to normative data. Effect sizes were moderate to large. CONCLUSION Significant differences in several HRQoL domains were found after PICU admission for bronchiolitis compared to normative data. Whereas the domains lung and stomach problems showed significantly impaired scores, most domains revealed HRQoL levels comparable with healthy peers. This study may contribute to the optimization of HRQoL PICU outcomes by highlighting specific HRQoL domains to focus on at admission and during follow-up. WHAT IS KNOWN • With the decline in PICU mortality, HRQoL became an important outcome measure. Yet, the currently limited number of studies on HRQoL outcomes often involve heterogeneous patient groups. • Bronchiolitis is one of the most frequent reasons for PICU admission, and although a significant part of children admitted for bronchiolitis has a medical history, compared with other reasons for PICU admission, this patient group is relatively homogeneous in terms of age, disease course, and treatment. WHAT IS NEW • In the present study, six months after PICU admission for bronchiolitis, children scored differently on multiple HRQoL domains compared to healthy peers. • Significantly impaired HRQoL scores were reported on lung and stomach problems in comparison to normative data.
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Affiliation(s)
- Tessel van Dijk
- Department of Pediatric Intensive Care, Radboud University Medical Centre, Nijmegen, Netherlands.
| | - Milou V. van Benthum
- grid.10417.330000 0004 0444 9382Department of Pediatric Intensive Care, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Nienke M. Maas-van Schaaijk
- grid.10417.330000 0004 0444 9382Department of Medical Psychology, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Annelies van Zwol
- grid.10417.330000 0004 0444 9382Department of Pediatric Intensive Care, Radboud University Medical Centre, Nijmegen, Netherlands
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Verlaat CW, Zegers M, Klein R, van Waardenburg D, Kuiper JW, Riedijk M, Kneyber M, Timmers B, van Heerde M, Hazelzet JA, van der Hoeven J, Lemson J. Adverse Events in Pediatric Critical Care Nonsurvivors With a Low Predicted Mortality Risk: A Multicenter Case Control Study. Pediatr Crit Care Med 2023; 24:4-16. [PMID: 36521013 PMCID: PMC9799043 DOI: 10.1097/pcc.0000000000003103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Some patients with a low predicted mortality risk in the PICU die. The contribution of adverse events to mortality in this group is unknown. The aim of this study was to estimate the occurrence of adverse events in low-risk nonsurvivors (LN), compared with low-risk survivors (LS) and high-risk PICU survivors and nonsurvivors, and the contribution of adverse events to mortality. DESIGN Case control study. Admissions were selected from the national Dutch PICU registry, containing 53,789 PICU admissions between 2006 and 2017, in seven PICUs. PICU admissions were stratified into four groups, based on mortality risk (low/high) and outcome (death/survival). Random samples were selected from the four groups. Cases were "LN." Control groups were as follows: "LS," "high-risk nonsurvivors" (HN), and "high-risk survivors" (HS). Adverse events were identified using the validated trigger tool method. SETTING Patient chart review study. PATIENTS Children admitted to the PICU with either a low predicted mortality risk (< 1%) or high predicted mortality risk (≥ 30%). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS In total, 419 patients were included (102 LN, 107 LS, 104 HN, and 106 HS). LN had more complex chronic conditions (93.1%) than LS (72.9%; p < 0.01), HN (49.0%; p < 0.001), and HS (48.1%; p < 0.001). The occurrence of adverse events in LN (76.5%) was higher than in LS (13.1%) and HN (47.1%) ( p < 0.001). The most frequent adverse events in LN were hospital-acquired infections and drug/fluid-related adverse events. LN suffered from more severe adverse events compared with LS and HS ( p < 0.001). In 30.4% of LN, an adverse event contributed to death. In 8.8%, this adverse event was considered preventable. CONCLUSIONS Significant and preventable adverse events were found in low-risk PICU nonsurvivors. 76.5% of LN had one or more adverse events. In 30.4% of LN, an adverse event contributed to mortality.
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Affiliation(s)
- Carin W Verlaat
- Department of Intensive Care, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marieke Zegers
- Department of Intensive Care, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Richard Klein
- Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Dick van Waardenburg
- Department of Pediatric Intensive Care, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Jan Willem Kuiper
- Department of Pediatric Intensive Care, Erasmus University Medical Center - Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Maaike Riedijk
- Department of Pediatric Intensive Care, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Martin Kneyber
- Department of Pediatric Intensive Care, University Medical Center Groningen, Groningen, The Netherlands
| | - Brigitte Timmers
- Department of Pediatric Intensive Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marc van Heerde
- Department of Pediatric Intensive Care, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Jan A Hazelzet
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | - Joris Lemson
- Department of Intensive Care, Radboud University Medical Center, Nijmegen, The Netherlands
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Spear MB, Miller K, Press C, Ruzas C, LaVelle J, Mourani PM, Bennett TD, Maddux AB. Unplanned Admissions, Emergency Department Visits, and Epilepsy After Critical Neurological Illness Requiring Prolonged Mechanical Ventilation in Children. Neurohospitalist 2023; 13:31-39. [PMID: 36531841 PMCID: PMC9755613 DOI: 10.1177/19418744221123628] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
Background and Purpose Long-term outcomes after pediatric neurocritical illness are poorly characterized. This study aims to characterize the frequency and risk factors for post-discharge unplanned health resource use in a pediatric neurocritical care population using insurance claims data. Methods Retrospective cohort study evaluating children who survived a hospitalization for an acute neurologic illness or injury requiring mechanical ventilation for >72 hours and had insurance eligibility in Colorado's All Payers Claims database. Insurance claims identified unplanned readmissions and emergency department [ED] visits during the post-discharge year. For patients without pre-existing epilepsy/seizures, we evaluated for post-ICU epilepsy identified by claim(s) for a maintenance anti-seizure medication during months 6-12 post-discharge. Multivariable logistic regression identified factors associated with each outcome. Results 101 children, median age 3.7 years (interquartile range (IQR) .4-11.9), admitted for trauma (57%), hypoxic-ischemic injury (17%) and seizures (15%). During the post-discharge year, 4 (4%) patients died, 26 (26%) were readmitted, and 48 (48%) had an ED visit. Having a pre-existing complex chronic condition was independently associated with readmission and emergency department visit. Admission for trauma was protective against readmission. Of those without pre-existing seizures (n = 86), 25 (29%) developed post-ICU epilepsy. Acute seizures during admission and prolonged ICU stays were independently associated with post-ICU epilepsy. Conclusions Survivors of pediatric neurocritical illness are at risk of unplanned healthcare use and post-ICU epilepsy. Critical illness risk factors including prolonged ICU stay and acute seizures may identify cohorts for targeted follow up or interventions to prevent unplanned healthcare use and post-ICU epilepsy.
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Affiliation(s)
- Matthew B. Spear
- Department of Pediatrics, University of Texas at Austin Dell Medical School, Austin, TX, USA
| | - Kristen Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Craig Press
- Department of Pediatrics, Division of Neurology, University of Pennsylvania School of Medicine and Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher Ruzas
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - Jaime LaVelle
- Pediatrics, Children’s Hospital Colorado, Aurora, CO, USA
| | - Peter M. Mourani
- Department of Pediatrics, Section of Critical Care, University of Arkansas for Medical Sciences and Arkansas Children’s, Little Rock, AR, USA
| | - Tellen D. Bennett
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
- Department of Pediatrics, Section of Informatics and Data Science, Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, CO, USA
| | - Aline B. Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
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Glomerular filtration rate in critically ill neonates and children: creatinine-based estimations versus iohexol-based measurements. Pediatr Nephrol 2023; 38:1087-1097. [PMID: 35916956 PMCID: PMC9925555 DOI: 10.1007/s00467-022-05651-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 05/11/2022] [Accepted: 06/01/2022] [Indexed: 01/29/2023]
Abstract
BACKGROUND Acute kidney injury (AKI) and augmented renal clearance (ARC), both alterations of the glomerular filtration rate (GFR), are prevalent in critically ill children and neonates. AKI and ARC prevalence estimates are based on estimation of GFR (eGFR) using serum creatinine (SCr), which is known to be inaccurate. We aimed to test our hypothesis that AKI prevalence will be higher and ARC prevalence will be lower in critically ill children when using iohexol-based measured GFR (mGFR), rather than using eGFR. Additionally, we aimed to investigate the performance of different SCr-based eGFR methods. METHODS In this single-center prospective study, critically ill term-born neonates and children were included. mGFR was calculated using a plasma disappearance curve after parenteral administration of iohexol. AKI diagnosis was based on the KDIGO criteria, SCr-based eGFR, and creatinine clearance (CrCL). Differences between eGFR and mGFR were determined using Wilcoxon signed-rank tests and by calculating bias and accuracy (percentage of eGFR values within 30% of mGFR values). RESULTS One hundred five children, including 43 neonates, were included. AKI prevalence was higher based on mGFR (48%), than with KDIGO or eGFR (11-40%). ARC prevalence was lower with mGFR (24%) compared to eGFR (38-51%). eGFR equations significantly overestimated mGFR (60-71 versus 41 ml/min/1.73 m2, p < 0.001-0.002). Accuracy was highest with eGFR equations based on age- and sex-dependent equations (up to 59%). CONCLUSION Iohexol-based AKI prevalence was higher and ARC prevalence lower compared to standard SCr-based eGFR methods. Age- and sex-dependent equations for eGFR (eGFR-Smeets for neonates and eGFR-Pierce for children) best approached measured GFR and should preferably be used to optimize diagnosis of AKI and ARC in this population. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Zhang XP, Feng YX, Li Y, Lu GY, Zhou XY, Wei CZ, Gui XY, Yang KY, Qiu T, Zhou JY, Yao H, Zhang G, Zhang WQ, Hu YH, Wu H, Chen SY, Ji Y. Performance of the PRISM I, PIM2, PELOD-2 and PRISM IV scoring systems in western China: a multicenter prospective study. World J Pediatr 2022; 18:818-824. [PMID: 36100796 DOI: 10.1007/s12519-022-00603-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 07/25/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND The aim of this study was to evaluate the performance of the four scoring tools in predicting mortality in pediatric intensive care units (PICUs) in western China. METHODS This was a multicenter, prospective, cohort study conducted in six PICUs in western China. The performances of the scoring systems were evaluated based on both discrimination and calibration. Discrimination was assessed by calculating the area under the receiver operating characteristic curve (AUC) for each model. Calibration was measured across defined groups based on mortality risk using the Hosmer-Lemeshow goodness-of-fit test. RESULTS A total of 2034 patients were included in this study, of whom 127 (6.2%) died. For the entire cohort, AUCs for Pediatric Risk of Mortality Score (PRISM) I, Pediatric Index of Mortality 2 (PIM2), Pediatric Logistic Organ Dysfunction Score-2 (PELOD-2) and PRISM IV were 0.88 [95% confidence interval (CI) 0.85-0.92], 0.84 (95% CI 0.80-0.88), 0.80 (95% CI 0.75-0.85), and 0.91 (95% CI 0.88-0.94), respectively. The Hosmer-Lemeshow goodness-of-fit Chi-square value was 12.71 (P = 0.12) for PRISM I, 4.70 (P = 0.79) for PIM2, 205.98 (P < 0.001) for PELOD-2, and 7.50 (P = 0.48) for PRISM IV [degree of freedom (df) = 8]. The standardized mortality ratios obtained with the PRISM I, PIM2, PELOD-2, and PRISM IV models were 0.87 (95% CI, 0.75-1.01), 0.97 (95% CI, 0.85-1.12), 1.74 (95% CI, 1.58-1.92), and 1.05 (95% CI, 0.92-1.21), respectively. CONCLUSIONS PRISM IV performed best and can be used as a prediction tool in PICUs in Western China. However, PRISM IV needs to be further validated in NICUs.
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Affiliation(s)
- Xue-Peng Zhang
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.,Department of Critical Care Medicine, Mianyang Central Hospital, University of Electronic Science and Technology of China, Mianyang, 621000, China
| | - Yun-Xia Feng
- Department of Nephrology, Mianyang Central Hospital, University of Electronic Science and Technology of China, Mianyang, 621000, China
| | - Yang Li
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Guo-Yan Lu
- Department of Pediatric Critical Care Medicine, West China Women's and Children's Hospital, Sichuan University, Chengdu, 610041, China
| | - Xin-Yue Zhou
- Department of Pediatric Critical Care Medicine, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, 610041, China
| | - Can-Zheng Wei
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xi-Ying Gui
- Department of Critical Care Medicine, People's Hospital of Tibet Autonomous Region, Lhasa, 850000, China
| | - Kai-Ying Yang
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Tong Qiu
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Jiang-Yuan Zhou
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Hua Yao
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Geng Zhang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Wen-Qi Zhang
- Department of Anesthesiology, the Affiliated Hospital of Guizhou Medical University, Guiyang, 550001, China
| | - Yu-Hang Hu
- Department of Pediatric Critical Care Medicine, Sichuan Provincial Maternity and Child Health Care Hospital, Chengdu, 610041, China
| | - Hong Wu
- Department of Critical Care Medicine, People's Hospital of Tibet Autonomous Region, Lhasa, 850000, China
| | - Si-Yuan Chen
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.
| | - Yi Ji
- Department of Pediatric Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China.
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Abstract
OBJECTIVES We aimed to describe the variation of hemostasis proteins in children with bacterial infections due to different pathogens ( Neisseria meningitidis, Streptococcus pneumoniae, Staphylococcus aureus , and group A streptococcus [GAS]) and to study hemostasis proteins in relation to mortality. DESIGN Preplanned analysis in prospective cohort study. SETTING Hospitals in five European countries (Austria, The Netherlands, Spain, Switzerland, and the United Kingdom). PATIENTS Admitted children (2012-2016) with community-acquired infections due to meningococci ( n = 83), pneumococci ( n = 64), S. aureus (n = 50), and GAS ( n = 44) with available serum samples collected less than 48 hours after admission. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Fibronectin, plasminogen activator inhibitor type 1 (PAI-1), thrombomodulin, and a disintegrin and metalloproteinase with a thrombospondin type 1 motif, member 13 (ADAMTS-13) were measured in serum in 2019-2020. Additionally, von Willebrand factor, protein C, protein S, and factor IX were measured in citrate plasma available from a subset of patients. Outcome measures included in-hospital mortality and disease severity (need for ventilation/inotropes, Pediatric Index of Mortality score).Of 241 children, 21 (8.7%) died and 177 (73.5%) were admitted to PICU. Mortality rate was similar for the pathogen groups. Levels of fibronectin and thrombomodulin differed for the different pathogens ( p < 0.05). Fibronectin levels were lower in GAS infections than in S. pneumoniae and S. aureus infections but did not differ from meningococcal infections. Thrombomodulin levels in meningococcal infections were higher than in S. aureus and pneumococcal infections. Overall, the area under the curve for mortality was 0.81 (95% CI, 0.70-0.92) for thrombomodulin and 0.78 (95% CI, 0.69-0.88) for ADAMTS-13. The association of each hemostasis protein did not vary across pathogens for any of the outcome measures. CONCLUSIONS Hemostatic disturbances in childhood bacterial infections are not limited to meningococcal sepsis but occur with a comparable severity across nonmeningococcal infections. High thrombomodulin and high ADAMTS-13 had good discriminative ability for mortality. Our results emphasize the importance of hemostatic disturbances in meningococcal and nonmeningococcal pediatric bacterial infections.
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Rupp Hanzen Andrades G, Abud Drumond Costa C, Crestani F, Tedesco Tonial C, Fiori H, Santos IS, Celiny Ramos Garcia P. Association of nutritional status with clinical outcomes of critically ill pediatric patients with complex chronic conditions. Clin Nutr 2022; 41:2786-2791. [PMID: 36379176 DOI: 10.1016/j.clnu.2022.10.019] [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: 04/07/2022] [Revised: 10/27/2022] [Accepted: 10/28/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND & AIMS There is a high prevalence of children with complex chronic conditions (CCCs) in pediatric intensive care units (PICUs). However, information on the nutritional status (NS) of this specific population is limited. This study aimed to evaluate the NS of critically ill pediatric patients with CCCs and to relate it to clinical outcomes. METHODS A retrospective cohort study of children admitted to a PICU over a 4-year period. We classified NS according to body mass index-for-age (BMI/A) and height-for-age (H/A) z-scores, using the World Health Organization (WHO) growth curves as a reference. We recorded the presence of CCC according to the definition proposed by Feudtner et al. Severity on admission was measured using the Pediatric Index of Mortality 2 (PIM2). We assessed the following outcomes: mortality, multiple organ dysfunction syndrome during PICU stay, and PICU length of stay (LOS). RESULTS We included 1753 children in the study. Presence of CCC accounted for 49.8% (873) of the sample. Among children with CCCs, 61.7% (539) had appropriate weight, 19.8% (173) were underweight, and 18.4% (161) were overweight. H/A was considered inadequate in 32.2% (281) of patients with CCCs, a higher rate than in those without CCCs (25.3%; 132) (p < 0.001). Regarding outcomes, underweight children had more organ dysfunctions and prolonged LOS. The association only remained for prolonged LOS when adjusting for confounders. Although underweight children had a higher PIM2-predicted risk of mortality, there was no significant difference in actual mortality between the three NS groups (p = 0.200). CONCLUSIONS The rates of nutritional inadequacies in patients with CCCs were high. Underweight was independently associated with prolonged LOS in children with CCC.
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Affiliation(s)
- Gabriela Rupp Hanzen Andrades
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
| | - Caroline Abud Drumond Costa
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
| | - Francielly Crestani
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
| | - Cristian Tedesco Tonial
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
| | - Humberto Fiori
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
| | - Ina S Santos
- Post-graduate Program in Epidemiology, Federal University of Pelotas, Rua Marechal Deodoro, 1160, 3(o) Andar, Pelotas, 96020-220 - RS, Brazil.
| | - Pedro Celiny Ramos Garcia
- Post Graduate Program in Pediatrics and Child Health of PUCRS - Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil; Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga, 6681 - Partenon, Porto Alegre, 90619-900 - RS, Brazil.
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Tainski de Azevedo AL, Tedesco Tonial C, Andrades GRH, Abud Drumond Costa C, Crestani F, Rodrigues Lessa A, Bruno F, Carvalho P, Eckert G, Piva J, Celiny Ramos Garcia P. New-onset refractory status epilepticus (NORSE) in paediatric patients: causes, characteristics and outcomes. BMJ Neurol Open 2022; 4:e000314. [DOI: 10.1136/bmjno-2022-000314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 08/28/2022] [Indexed: 12/15/2022] Open
Abstract
BackgroundNew-onset refractory status epilepticus (NORSE) refers to patients without a previous history of seizures who have refractory status epilepticus for at least 72 hours without an identified aetiology. Despite the severe neurological sequelae of NORSE, little is known about this condition in paediatric patients.ObjectiveTo describe the profile of paediatric patients with NORSE, the profile of seizures, possible causes attributed to this condition, treatments offered to patients and the outcomes at discharge from the paediatric intensive care unit (PICU).MethodsThis retrospective, multicentre, descriptive study (case series) was conducted in the PICUs of three tertiary hospitals. We reviewed the medical records of all patients aged 0–16 years admitted to the participating PICUs between December 2013 and December 2017 with refractory status epilepticus, without a previous history of seizures or neurological disease.ResultsFifteen patients (2.4%) had NORSE. The median age of patients was 62.3 (IQR 26.2–75.4) months. All patients experienced prodromes before progressing to refractory status epilepticus. Twelve patients (80%) had fever up to 24 hours before seizures. NORSE was classified as cryptogenic in 66% of patients. Twelve patients were treated with complementary therapies, in addition to anticonvulsants. There was no standardisation in the treatment of patients. The overall mortality rate was 20%.ConclusionsNORSE is associated with high morbidity and mortality, without an identified aetiology in most cases and with a wide range of proposed therapies.
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de Almeida CB, Leite HP, Lopes Junior E, Konstantyner T, Franco MDCP. Erythrocyte and plasma selenium in children with acute inflammatory response. J Trace Elem Med Biol 2022; 74:127068. [PMID: 36162157 DOI: 10.1016/j.jtemb.2022.127068] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 08/20/2022] [Accepted: 09/08/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Plasma selenium may not reflect selenium status in critically ill patients because it transiently decreases inversely with the magnitude of the systemic inflammatory response. The decision to supplement selenium should ideally be based on laboratory measurements that reliably reflect selenium status. We hypothesized that erythrocyte selenium, unlike plasma selenium, is not affected by the systemic inflammatory response in critically ill children. METHODS In a prospective study of 109 critically ill children, plasma and erythrocyte selenium concentrations were evaluated on admission, and plasma selenoprotein P was evaluated on days 1, 2, and 3 of the ICU stay. The main outcome was the effect of systemic inflammation on the erythrocyte and plasma selenium concentrations. The magnitude of the systemic inflammatory response was measured using serum C-reactive protein (CRP) and procalcitonin levels. The covariates were age, sex, anthropometric nutritional status, diagnosis of severe sepsis/septic shock, and clinical severity on admission. Multiple linear regression and generalized estimating equations were used for statistical analysis. RESULTS Erythrocyte selenium levels were not influenced by the magnitude of the inflammatory response or by the patient's clinical severity. Procalcitonin (β coefficient=-0.99; 95%CI: -1.64; -0.34, p = 0.003) and clinical severity (β coefficient= -11.13; 95%CI: -21.6; -0.63), p = 0.038) on admission were associated with decreased plasma selenium concentrations. Erythrocyte selenium was associated with selenoprotein P in the first three days of ICU stay (β coefficient=0.32; 95%CI: 0.20; 0.44, p < 0.001). CONCLUSION Unlike plasma selenium, erythrocyte selenium does not change in children with an acute systemic inflammatory response and is associated with selenoprotein P concentrations. Erythrocyte selenium is probably a more reliable marker than plasma selenium for evaluating the selenium status in critically ill children.
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Affiliation(s)
- Cláudia Bezerra de Almeida
- Discipline of Pediatric Nutrition, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil.
| | - Heitor Pons Leite
- Discipline of Pediatric Nutrition, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil.
| | - Emilio Lopes Junior
- Discipline of Pediatric Nutrition, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil.
| | - Tulio Konstantyner
- Discipline of Pediatric Nutrition, Department of Pediatrics, Universidade Federal de São Paulo, São Paulo, Brazil.
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