2.Application of the artificial intelligence-rapid whole-genome sequencing diagnostic system in the neonatal/pediatric intensive care unit.
Chinese Journal of Contemporary Pediatrics 2021;23(5):433-437
Pediatric patients in the neonatal intensive care unit (NICU) and the pediatric intensive care unit (PICU) have a high incidence rate of genetic diseases, and early rapid etiological diagnosis and targeted interventions can help to reduce mortality or improve prognosis. Whole-genome sequencing covers more comprehensive information including point mutation, copy number, and structural and rearrangement variations in the intron region and has become one of the powerful diagnostic tools for genetic diseases. Sequencing data require highly professional judgment and interpretation and are returned for clinical application after several weeks, which cannot meet the need for the diagnosis and treatment of genetic diseases in children. This article introduces the clinical application of rapid whole-genome sequencing in the NICU/PICU and briefly describes related techniques of artificial intelligence-rapid whole-genome sequencing diagnostic system, a rapid high-throughput automated platform for the diagnosis of genetic diseases. The diagnostic system introduces artificial intelligence into the processing of data after whole-genome sequencing and can solve the problems of long time and professional interpretation required for routine genome sequencing and provide a rapid diagnostic regimen for critically ill children suspected of genetic diseases within 24 hours, and therefore, it holds promise for clinical application.
Artificial Intelligence
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Child
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Critical Illness
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Humans
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Infant, Newborn
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Intensive Care Units, Neonatal
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Intensive Care Units, Pediatric
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Whole Genome Sequencing
3.Effectiveness of daily Chlorhexidine bathing in reducing healthcare associated infections in the Pediatric Intensive Care Unit of a tertiary government hospital
Abigail C. Rivera ; Anna Lisa T. Ong-Lim ; Ma. Liza Antoinette M. Gonzales
Pediatric Infectious Disease Society of the Philippines Journal 2019;20(1):15-23
Introduction:
Healthcare-associated infections (HCAIs) are a common complication of prolonged hospital stay, leading to increased morbidity and mortality. This study
aims to determine the effectiveness of daily chlorhexidine bathing in reducing HCAIs in the pediatric intensive care unit (PICU).
Methodology:
This is a randomized controlled, observer-blinded study conducted over a 6-month period. Included were 2 months to 18-year-old patients admitted to the PICU, randomly assigned to daily bathing with 2% chlorhexidine or to the standard practice of bathing with plain soap and water. Primary outcome was the incidence of HCAI in each group.
Results:
A total of 50 patients were enrolled in the study. Overall incidence of HCAI was lower in the chlorhexidine group compared to the control group (12% versus 36%, RR=0.33, 95% CI 0.10 – 1.09, p=0.047). Incidence density rate was lower in the chlorhexidine group (5.91 versus 21.03 infections per 1000 person-days, p=0.049). Ventilator-associated pneumonia and bloodstream infections were lower in the chlorhexidine group, but results were not statistically significant. There were no significant differences in mortality rates and length of hospital stay. One adverse event of transient rash occurred in the chlorhexidine group.
Conclusion
Daily chlorhexidine bathing may be more effective in reducing HCAIs in the PICU compared to standard care.
Chlorhexidine
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Intensive Care Units, Pediatric
4.Clinical characteristics and mortality risk prediction in critically ill children in Malaysian Borneo.
Indra GANESAN ; Terrence THOMAS ; Fon En NG ; Thian Lian SOO
Singapore medical journal 2014;55(5):261-265
INTRODUCTIONMortality risk prediction scores are important for benchmarking quality of care in paediatric intensive care units (PICUs). We aimed to benchmark PICU outcomes at our hospital against the Pediatric Index of Mortality 2 (PIM2) mortality risk prediction score, and evaluate differences in diagnosis on admission and outcomes between Malaysian and immigrant children.
METHODSWe prospectively collected demographic and clinical data on paediatric medical patients admitted to the PICU of Sabah Women's and Children's Hospital in Kota Kinabalu, Sabah, Malaysia. The PIM2 risk score for mortality was tabulated.
RESULTSOf the 131 patients who met the inclusion criteria, data was available for 115 patients. The mean age of the patients was 2.6 ± 3.8 years, with 79% of the cohort aged less than five years. Patients were mainly of Kadazan (38%) and Bajau (30%) descent, and 26% of patients were non-citizens. Leading diagnoses on admission were respiratory (37%), neurological (18%) and infectious (17%) disorders. Out of the 29 patients who died, 23 (79%) were Malaysians and the main mortality diagnostic categories were respiratory disorder (22%), septicaemia (22%), haemato-oncological disease (17%) and neurological disorder (13%). Calculated standardised mortality ratios (SMRs) were not significantly > 1 for any patient category for variables such as age and admission diagnosis. However, infants less than two years old with comorbidities were significantly worse (SMR 2.61, 95% confidence interval 1.02-6.66).
CONCLUSIONThe patient profile at our centre was similar to that reported from other PICUs in Asia. The PIM2 score is a useful mortality risk prediction model for our population.
Adolescent ; Borneo ; Child ; Child, Preschool ; Comorbidity ; Critical Care ; methods ; Critical Illness ; mortality ; Female ; Humans ; Infant ; Intensive Care Units, Neonatal ; Intensive Care Units, Pediatric ; Malaysia ; Male ; Mortality ; Prospective Studies ; Quality of Health Care ; Risk Assessment ; Severity of Illness Index
5.Effectiveness of ultraviolet C-light in eliminating microbial pathogens from stethoscopes used in the Neonatal Intensive Care Unit of East Avenue Medical Center
Glendie Patricia Bakilan-Gallardo ; Ma. Theresa Policarpio
Journal of the Philippine Medical Association 2023;102(1):43-57
Background:
Instruments used to examine infected patients may be contaminated by disease- causing microorganisms during contact. If these instruments are not sterilized properly prior to being used on other patients, pathogen transfer may occur via this route. Stethoscopes are the most commonly used equipment by healthcare providers. Microbes and viruses may be transmitted from one patient to another and from healthcare worker to patient via stethoscope membranes.
Objective:
To determine the effectiveness of ultraviolet c-light in eliminating microbial pathogens from stethoscopes used in the Neonatal Intensive Care Unit of East Avenue Medical Center.
Methodology:
This is a two-arm, double blind, randomized controlled trial. The minimum sample size computed for this study was 26 stethoscopes. Thirteen (13) stethoscopes each were randomly allocated to Ultraviolet C (Group A) and standard of care (Group B) groups.
Data Analysis:
Summary statistics were reported in tables as means, standard deviations, percentages and frequencies min-max for quantitative discrete outcome measures or percentages for qualitativemeasures.
Results:
The predominant microbial pathogens colonized in the stethoscopes were different species of Coagulase Negative Staphylococcus (CONS) namely: Staphylococcus Heamolyticus (34.62%), Staphyloccocus Epidermidis (26.92%) and Staphylococcus Hominis (19.23%). Both UVC light and standard of care were equally effective in decreasing the CFUS on the stethoscopes. There was no significant difference in the post-test colony-forming units (CFUs) between the two groups (t = .594, p >.05).
Conclusion
UVC light sterilization is comparative to the standard of care in eliminating microbial pathogens. It works faster and is more reliable, durable and cost-effective. It is recommended as an alternative method for decontaminating stethoscopes used at the EAMC-NICU due to its numerous advantages.Keywords: ultraviolet c light, neonatal intensive care unit, stethoscope
Intensive Care Units, Neonatal
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Stethoscopes
6.Work Stress, Turnover Intention and Burnout among Nurses in Neonatal Intensive Care Units.
Journal of Korean Academy of Nursing Administration 2011;17(1):115-126
PURPOSE: This study was done to identify differences in work environment, work stress, turnover intention and burnout and investigate the relationship among these variables in nurses in Korean Neonatal Intensive Care Units. METHODS: Participants were 242 nurses working in 13 general hospitals. Burnout was measured by the Maslach Burnout Inventory (MBI), work stress with the instrument by Gu & Kim (1994), and turnover intention with the scale by Kim & Lee (2001). Size of the NICU, nurse to patient ratio, and communication satisfaction were included in work environment. Data were analyzed using Pearson correlation coefficients and multiple regression analysis with SPSS WIN program. RESULTS: The mean score for work stress in NICU nurses was 3.43 points, for burnout, 2.72 points, and for turnover intention, 4.64 points. Burnout and turnover intention level of participants were moderate-high. Work stress, communication dissatisfaction with physician, and clinical career accounted for 33% of variance in burnout. Significant differences were found between size of NICU and staffing related to environmental characteristics in turnover intention and burnout. CONCLUSIONS: Results indicate that effective communication with coworkers and institutional support for appropriate staffing according to number of beds will help to prevent work stress, burnout, and ultimately, nurses' resignations.
Hospitals, General
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Humans
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Infant, Newborn
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Intensive Care Units
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Intensive Care Units, Neonatal
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Intensive Care, Neonatal
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Intention
9.Outcome and risk factors of pediatric hemato-oncology patients admitted in pediatric intensive care unit.
Bo Eun KIM ; Eun Ju HA ; Keun Wook BAE ; Seonguk KIM ; Ho Joon IM ; Jong Jin SEO ; Seong Jong PARK
Korean Journal of Pediatrics 2009;52(10):1153-1160
PURPOSE: To evaluate the risk factors for mortality and prognostic factors in pediatric hemato-oncology patients admitted to the pediatric intensive care unit (PICU). METHODS: We retrospectively reviewed the medical records of pediatric hemato-oncology patients admitted at the PICU of the Asan Medical Center between September 2005 and July 2008. Patients admitted at the PICU for perioperative or terminal care were excluded. RESULTS: Total 88 patients were analyzed. Overall ICU mortality rate was 34.1%. Mean age at PICU admission was 7.0+/-5.7 years and mean duration of PICU stay was 18.1+/-22.2 days. Hematologic diseases contributed to 77.3% of all the primary diagnoses, and the primary cause of admission was respiratory failure (39.8%). The factors related to increased mortality were C-reactive protein level (P<0.01), ventilation or dialysis requirement (P<0.01), and hematopoietic stem cell transplantation (P<0.05). In all, 3 scoring systems were investigated [Number of Organ System Failures (OSF number), the Pediatric Risk of Mortality III (PRISM III) score, and the Sequential Organ Failure Assessment (SOFA) score]; higher score correlated with worse outcome (P<0.01). The Oncological Pediatric Risk of Mortality (O-PRISM) scores of the 21 patients who had received hematopoietic stem cell transplantation were higher among the non-survivors, but not statistically significant (P=0.203). CONCLUSION: The PRISM III and SOFA scores obtained within 24 hours of PICU admission were found to be useful as early mortality predictors. The highest OSF number during the PICU stay was closely related to poor outcome.
C-Reactive Protein
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Dialysis
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Hematologic Diseases
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Hematology
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Hematopoietic Stem Cell Transplantation
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Humans
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Critical Care
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Intensive Care Units
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Intensive Care Units, Pediatric
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Medical Oncology
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Medical Records
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Respiratory Insufficiency
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Retrospective Studies
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Risk Factors
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Shock, Septic
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Terminal Care
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Ventilation