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1.
Nat Immunol ; 24(12): 2121-2134, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37945821

ABSTRACT

The T cell antigen receptor (TCR) contains ten immunoreceptor tyrosine-based activation motif (ITAM) signaling sequences distributed within six CD3 subunits; however, the reason for such structural complexity and multiplicity is unclear. Here we evaluated the effect of inactivating the three CD3ζ chain ITAMs on TCR signaling and T cell effector responses using a conditional 'switch' mouse model. Unexpectedly, we found that T cells expressing TCRs containing inactivated (non-signaling) CD3ζ ITAMs (6F-CD3ζ) exhibited reduced ability to discriminate between low- and high-affinity ligands, resulting in enhanced signaling and cytokine responses to low-affinity ligands because of a previously undetected inhibitory function of CD3ζ ITAMs. Also, 6F-CD3ζ TCRs were refractory to antagonism, as predicted by a new in silico adaptive kinetic proofreading model that revises the role of ITAM multiplicity in TCR signaling. Finally, T cells expressing 6F-CD3ζ displayed enhanced cytolytic activity against solid tumors expressing low-affinity ligands, identifying a new counterintuitive approach to TCR-mediated cancer immunotherapy.


Subject(s)
Immunoreceptor Tyrosine-Based Activation Motif , Receptors, Antigen, T-Cell , Animals , Mice , CD3 Complex , Ligands , Peptides , T-Lymphocytes
2.
Nat Immunol ; 20(10): 1381-1392, 2019 10.
Article in English | MEDLINE | ID: mdl-31451788

ABSTRACT

Proliferation is tightly regulated during T cell development, and is limited to immature CD4-CD8- thymocytes. The major proliferative event is initiated at the 'ß-selection' stage following successful rearrangement of Tcrß, and is triggered by and dependent on concurrent signaling by Notch and the pre-T cell receptor (TCR); however, it is unclear how these signals cooperate to promote cell proliferation. Here, we found that ß-selection-associated proliferation required the combined activity of two Skp-cullin-F-box (SCF) ubiquitin ligase complexes that included as substrate recognition subunits the F-box proteins Fbxl1 or Fbxl12. Both SCF complexes targeted the cyclin-dependent kinase inhibitor Cdkn1b for polyubiquitination and proteasomal degradation. We found that Notch signals induced the transcription of Fbxl1, whereas pre-TCR signals induced the transcription of Fbxl12. Thus, concurrent Notch and pre-TCR signaling induced the expression of two genes, Fbxl1 and Fbxl12, whose products functioned identically but additively to promote degradation of Cdkn1b, cell cycle progression, and proliferation of ß-selected thymocytes.


Subject(s)
F-Box Proteins/metabolism , Receptors, Antigen, T-Cell, alpha-beta/metabolism , Receptors, Notch/metabolism , SKP Cullin F-Box Protein Ligases/metabolism , T-Lymphocytes/physiology , Thymocytes/physiology , Animals , Cell Differentiation , Cell Proliferation , Clonal Selection, Antigen-Mediated , Cyclin-Dependent Kinase Inhibitor p27/metabolism , F-Box Proteins/genetics , Gene Expression Regulation , Genes, T-Cell Receptor beta , Mice , Mice, Inbred C57BL , Receptor Cross-Talk , Signal Transduction
4.
Nat Immunol ; 18(4): 433-441, 2017 04.
Article in English | MEDLINE | ID: mdl-28250424

ABSTRACT

THEMIS, a T cell-specific protein with high expression in CD4+CD8+ thymocytes, has a crucial role in positive selection and T cell development. THEMIS lacks defined catalytic domains but contains two tandem repeats of a distinctive module of unknown function (CABIT). Here we found that THEMIS directly regulated the catalytic activity of the tyrosine phosphatase SHP-1. This action was mediated by the CABIT modules, which bound to the phosphatase domain of SHP-1 and promoted or stabilized oxidation of SHP-1's catalytic cysteine residue, which inhibited the tyrosine-phosphatase activity of SHP-1. Deletion of SHP-1 alleviated the developmental block in Themis-/- thymocytes. Thus, THEMIS facilitates thymocyte positive selection by enhancing the T cell antigen receptor signaling response to low-affinity ligands.


Subject(s)
Clonal Selection, Antigen-Mediated/immunology , Intracellular Signaling Peptides and Proteins/metabolism , Protein Tyrosine Phosphatase, Non-Receptor Type 6/metabolism , Receptors, Antigen, T-Cell/metabolism , Signal Transduction , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Animals , Cell Differentiation/genetics , Cell Differentiation/immunology , Cell Line , Gene Deletion , Humans , Intracellular Signaling Peptides and Proteins/genetics , Mice , Mice, Knockout , Oxidation-Reduction , Protein Binding , Protein Interaction Domains and Motifs , Protein Tyrosine Phosphatase, Non-Receptor Type 6/antagonists & inhibitors , Protein Tyrosine Phosphatase, Non-Receptor Type 6/chemistry , Protein Tyrosine Phosphatase, Non-Receptor Type 6/genetics , Reactive Oxygen Species/metabolism , T-Lymphocytes/cytology , Thymocytes/cytology , Thymocytes/immunology , Thymocytes/metabolism
5.
J Cell Mol Med ; 28(12): e18404, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38888489

ABSTRACT

In patients with nasopharyngeal carcinoma (NPC), the alteration of immune responses in peripheral blood remains unclear. In this study, we established an immune cell profile for patients with NPC and used flow cytometry and machine learning (ML) to identify the characteristics of this profile. After isolation of circulating leukocytes, the proportions of 104 immune cell subsets were compared between NPC group and the healthy control group (HC). Data obtained from the immune cell profile were subjected to ML training to differentiate between the immune cell profiles of the NPC and HC groups. We observed that subjects in the NPC group presented higher proportions of T cells, memory B cells, short-lived plasma cells, IgG-positive B cells, regulatory T cells, MHC II+ T cells, CTLA4+ T cells and PD-1+ T cells than subjects in the HC group, indicating weaker and compromised cellular and humoral immune responses. ML revealed that monocytes, PD-1+ CD4 T cells, memory B cells, CTLA4+ CD4 Treg cells and PD-1+ CD8 T cells were strongly contributed to the difference in immune cell profiles between the NPC and HC groups. This alteration can be fundamental in developing novel immunotherapies for NPC.


Subject(s)
Flow Cytometry , Machine Learning , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms , Humans , Nasopharyngeal Carcinoma/immunology , Nasopharyngeal Carcinoma/pathology , Flow Cytometry/methods , Male , Female , Middle Aged , Nasopharyngeal Neoplasms/immunology , Nasopharyngeal Neoplasms/pathology , Adult , Programmed Cell Death 1 Receptor/metabolism , CD8-Positive T-Lymphocytes/immunology , Case-Control Studies , Aged
6.
Crit Care Med ; 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38920618

ABSTRACT

OBJECTIVES: Despite the recommendation for lung-protective mechanical ventilation (LPMV) in pediatric acute respiratory distress syndrome (PARDS), there is a lack of robust supporting data and variable adherence in clinical practice. This study evaluates the impact of an LPMV protocol vs. standard care and adherence to LPMV elements on mortality. We hypothesized that LPMV strategies deployed as a pragmatic protocol reduces mortality in PARDS. DESIGN: Multicenter prospective before-and-after comparison design study. SETTING: Twenty-one PICUs. PATIENTS: Patients fulfilled the Pediatric Acute Lung Injury Consensus Conference 2015 definition of PARDS and were on invasive mechanical ventilation. INTERVENTIONS: The LPMV protocol included a limit on peak inspiratory pressure (PIP), delta/driving pressure (DP), tidal volume, positive end-expiratory pressure (PEEP) to Fio2 combinations of the low PEEP acute respiratory distress syndrome network table, permissive hypercarbia, and conservative oxygen targets. MEASUREMENTS AND MAIN RESULTS: There were 285 of 693 (41·1%) and 408 of 693 (58·9%) patients treated with and without the LPMV protocol, respectively. Median age and oxygenation index was 1.5 years (0.4-5.3 yr) and 10.9 years (7.0-18.6 yr), respectively. There was no difference in 60-day mortality between LPMV and non-LPMV protocol groups (65/285 [22.8%] vs. 115/406 [28.3%]; p = 0.104). However, total adherence score did improve in the LPMV compared to non-LPMV group (57.1 [40.0-66.7] vs. 47.6 [31.0-58.3]; p < 0·001). After adjusting for confounders, adherence to LPMV strategies (adjusted hazard ratio, 0.98; 95% CI, 0.97-0.99; p = 0.004) but not the LPMV protocol itself was associated with a reduced risk of 60-day mortality. Adherence to PIP, DP, and PEEP/Fio2 combinations were associated with reduced mortality. CONCLUSIONS: Adherence to LPMV elements over the first week of PARDS was associated with reduced mortality. Future work is needed to improve implementation of LPMV in order to improve adherence.

8.
BMC Cancer ; 24(1): 136, 2024 Jan 26.
Article in English | MEDLINE | ID: mdl-38279092

ABSTRACT

BACKGROUND: Despite the utilization of immune checkpoint inhibitors (ICIs) in treating numerous types of cancers being approved, their efficacy in tumor control in the clinic is not satisfactory. Since adoptive cell therapy (ACT) can alter the tumor microenvironment, we hypothesized that ACT potentially synergized with ICI in tumor control and examined this hypothesis via a murine allograft model. METHODS: Female C57BL/6 mice were stimulated with interleukin 15 and granulocyte monocyte-colony stimulating factor, followed by collecting their bone marrow cells for murine NKDC cultivation. Then, female C57BL/6 mice, inoculated with lymphoma cancer cell line E.G7-OVA, were administrated with murine NKDC cells, murine anti-program cell death ligand-1 antibody (α-mPD-L1), or both for 28 days. After 28 days of treatment, mice were sacrificed whose inoculated tumors, spleen, sentinel lymph nodes, and peripheral blood were collected to measure tumor size, lymphocyte infiltration, and change of immune cell profile. RESULTS: Combined treatment of NKDCs with α-mPD-L1 exhibited significantly stronger tumor control efficacy than treatment of NKDCs or α-mPD-L1 alone. NKDCs/α-mPD-L1 combination increased migration of dendritic cells, CD4, CD8 T cells, and activated CD8 T cells to the tumor-bedding site, and promoted endogenous tumor-specific cytotoxic T-cell response. CONCLUSION: The current study confirmed our hypothesis that combining NKDC ACT with ICI therapy can potentiate tumor control efficacy by manipulating the tumor microenvironment. This study provided a novel circumstance on tumor immunotherapy.


Subject(s)
B7-H1 Antigen , Neoplasms , Female , Mice , Animals , B7-H1 Antigen/metabolism , Mice, Inbred C57BL , Killer Cells, Natural , Dendritic Cells , Allografts/metabolism , Tumor Microenvironment , Cell Line, Tumor
9.
BMC Cancer ; 24(1): 395, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38549061

ABSTRACT

BACKGROUND: Although immune cell therapy has long been used for treating solid cancer, its efficacy remains limited. Interferon (IFN)-producing killer dendritic cells (IKDCs) exhibit cytotoxicity and present antigens to relevant cells; thus, they can selectively induce tumor-associated antigen (TAA)-specific CD8 T cells and may be useful in cancer treatment. Various protocols have been used to amplify human IKDCs from peripheral sources, but the complexity of the process has prevented their widespread clinical application. Additionally, the induction of TAA-specific CD8 T cells through the adoptive transfer of IKDCs to immunocompromised patients with cancer may be insufficient. Therefore, we developed a method for generating an immune cell-based regimen, Phyduxon-T, comprising a human IKDC counterpart (Phyduxon) and expanded TAA-specific CD8 T cells. METHODS: Peripheral blood mononuclear cells from ovarian cancer patients were cultured with human interleukin (hIL)-15, hIL-12, and hIL-18 to generate Phyduxon-T. Then, its phenotype, cytotoxicity, and antigen-presenting function were evaluated through flow cytometry using specific monoclonal antibodies. RESULTS: Phyduxon exhibited the characteristics of both natural killer and dendritic cells. This regimen also exhibited cytotoxicity against primary ovarian cancer cells and presented TAAs, thereby inducing TAA-specific CD8 T cells, as evidenced by the expression of 4-1BB and IFN-γ. Notably, the Phyduxon-T manufacturing protocol effectively expanded IFN-γ-producing 4-1BB+ TAA-specific CD8 T cells from peripheral sources; these cells exhibited cytotoxic activities against ovarian cancer cells. CONCLUSIONS: Phyduxon-T, which is a combination of natural killer cells, dendritic cells, and TAA-specific CD8 T cells, may enhance the efficacy of cancer immunotherapy.


Subject(s)
Ovarian Neoplasms , T-Lymphocytes, Cytotoxic , Female , Humans , Interferons/metabolism , Interferon-gamma/metabolism , Leukocytes, Mononuclear/metabolism , Killer Cells, Natural/metabolism , CD8-Positive T-Lymphocytes/metabolism , Antigens, Neoplasm , Ovarian Neoplasms/metabolism , Dendritic Cells
10.
BMC Cancer ; 24(1): 980, 2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39118069

ABSTRACT

BACKGROUND: Lytic Epstein-Barr virus (EBV) infection plays a major role in the pathogenesis of nasopharyngeal carcinoma (NPC). For patients with recurrent or metastatic NPC and resistant to conventional therapies, adoptive cell therapy using EBV-specific cytotoxic T cells (EBV-CTLs) is a promising option. However, the long production period (around 3 to 4 weeks) and low EBV-CTL purity (approximately 40% of total CD8 T cells) in the cell product limits the application of EBV-CTLs in clinics. Thus, this study aimed to establish a protocol for the rapid production of EBV-CTLs. METHODS: By culturing peripheral blood mononuclear cells (PBMCs) from EBV-seropositive donors with EBV-specific peptides and interleukin (IL)-2, IL-15, and interferon α (IFN-α) for 9 days, we identified that IL-15 can enhance IL-2-mediated CTL activation and significantly increase the yield of CTLs. RESULTS: When IFN-α was used in IL-2/IL-15-mediated CTL production from days 0 to 6, the productivity of EBV-CTLs and EBV-specific cytotoxicity significantly were reinforced relative to EBV-CTLs from IL-2/IL-15 treatment. Additionally, IFN-α-induced production improvement of virus-specific CTLs was not only the case for EBV-CTLs but also for cytomegalovirus-specific CTLs. CONCLUSION: We established a novel protocol to rapidly expand highly pure EBV-CTLs from PBMCs, which can produce EBV-CTLs in 9 days and does not require feeder cells during cultivation.


Subject(s)
Herpesvirus 4, Human , T-Lymphocytes, Cytotoxic , Humans , T-Lymphocytes, Cytotoxic/immunology , Herpesvirus 4, Human/immunology , Epstein-Barr Virus Infections/immunology , Epstein-Barr Virus Infections/virology , Interleukin-2/metabolism , Interleukin-2/pharmacology , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/virology , Interleukin-15/metabolism , Interferon-alpha/metabolism , Cytotoxicity, Immunologic , Nasopharyngeal Carcinoma/virology , Nasopharyngeal Carcinoma/immunology , Nasopharyngeal Carcinoma/pathology , Nasopharyngeal Neoplasms/immunology , Nasopharyngeal Neoplasms/virology , Nasopharyngeal Neoplasms/pathology , Lymphocyte Activation/immunology , Immunotherapy, Adoptive/methods
11.
Article in English | MEDLINE | ID: mdl-39177431

ABSTRACT

OBJECTIVES: Mortality from pneumonia is three times higher in Asia compared with industrialized countries. We aimed to determine the epidemiology, microbiology, and outcome of severe pneumonia in PICUs across the Pediatric Acute and Critical Care Medicine Asian Network (PACCMAN). DESIGN: Prospective multicenter observational study from June 2020 to September 2022. SETTING: Fifteen PICUs in PACCMAN. PATIENTS: All children younger than 18 years old diagnosed with pneumonia and admitted to the PICU. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Clinical, microbiologic, and outcome data were recorded. The primary outcome was PICU mortality. Univariate and multivariable logistic regression was performed to investigate associations between PICU mortality and explanatory risk factors on presentation to the PICU. Among patients screened, 846 of 11,778 PICU patients (7.2%) with a median age of 1.2 years (interquartile range, 0.4-3.7 yr) had pneumonia. Respiratory syncytial virus was detected in 111 of 846 cases (13.1%). The most common bacteria were Staphylococcus species (71/846 [8.4%]) followed by Pseudomonas species (60/846 [7.1%]). Second-generation cephalosporins (322/846 [38.1%]) were the most common broad-spectrum antibiotics prescribed, followed by carbapenems (174/846 [20.6%]). Invasive mechanical ventilation and noninvasive respiratory support was provided in 438 of 846 (51.8%) and 500 of 846 (59.1%) patients, respectively. PICU mortality was 65 of 846 (7.7%). In the multivariable logistic regression model, age (adjusted odds ratio [aOR], 1.08; 95% CI, 1.00-1.16), Pediatric Index of Mortality 3 score (aOR, 1.03; 95% CI, 1.02-1.05), and drowsiness (aOR, 2.73; 95% CI, 1.24-6.00) were associated with greater odds of mortality. CONCLUSIONS: In the PACCMAN contributing PICUs, pneumonia is a frequent cause for admission (7%) and is associated with a greater odds of mortality.

12.
Pediatr Crit Care Med ; 25(2): 147-158, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-37909825

ABSTRACT

OBJECTIVES: Extremes of patient body mass index are associated with difficult intubation and increased morbidity in adults. We aimed to determine the association between being underweight or obese with adverse airway outcomes, including adverse tracheal intubation (TI)-associated events (TIAEs) and/or severe peri-intubation hypoxemia (pulse oximetry oxygen saturation < 80%) in critically ill children. DESIGN/SETTING: Retrospective cohort using the National Emergency Airway for Children registry dataset of 2013-2020. PATIENTS: Critically ill children, 0 to 17 years old, undergoing TI in PICUs. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Registry data from 24,342 patients who underwent TI between 2013 and 2020 were analyzed. Patients were categorized using the Centers for Disease Control and Prevention weight-for-age chart: normal weight (5th-84th percentile) 57.1%, underweight (< 5th percentile) 27.5%, overweight (85th to < 95th percentile) 7.2%, and obese (≥ 95th percentile) 8.2%. Underweight was most common in infants (34%); obesity was most common in children older than 8 years old (15.1%). Underweight patients more often had oxygenation and ventilation failure (34.0%, 36.2%, respectively) as the indication for TI and a history of difficult airway (16.7%). Apneic oxygenation was used more often in overweight and obese patients (19.1%, 19.6%) than in underweight or normal weight patients (14.1%, 17.1%; p < 0.001). TIAEs and/or hypoxemia occurred more often in underweight (27.1%) and obese (24.3%) patients ( p < 0.001). TI in underweight children was associated with greater odds of adverse airway outcome compared with normal weight children after adjusting for potential confounders (underweight: adjusted odds ratio [aOR], 1.09; 95% CI, 1.01-1.18; p = 0.016). Both underweight and obesity were associated with hypoxemia after adjusting for covariates and site clustering (underweight: aOR, 1.11; 95% CI, 1.02-1.21; p = 0.01 and obesity: aOR, 1.22; 95% CI, 1.07-1.39; p = 0.002). CONCLUSIONS: In underweight and obese children compared with normal weight children, procedures around the timing of TI are associated with greater odds of adverse airway events.


Subject(s)
Critical Illness , Pediatric Obesity , Infant , Child , Humans , Infant, Newborn , Child, Preschool , Adolescent , Retrospective Studies , Overweight/etiology , Pediatric Obesity/complications , Pediatric Obesity/epidemiology , Thinness/complications , Thinness/epidemiology , Intubation, Intratracheal/adverse effects , Intubation, Intratracheal/methods , Hypoxia/epidemiology , Hypoxia/etiology , Registries
13.
BMC Pediatr ; 24(1): 505, 2024 Aug 07.
Article in English | MEDLINE | ID: mdl-39112966

ABSTRACT

INTRODUCTION: Sepsis is associated with neurocognitive impairment among preterm neonates but less is known about term neonates with sepsis. This systematic review and meta-analysis aims to provide an update of neurocognitive outcomes including cognitive delay, visual impairment, auditory impairment, and cerebral palsy, among neonates with sepsis. METHODS: We performed a systematic review of PubMed, Embase, CENTRAL and Web of Science for eligible studies published between January 2011 and March 2023. We included case-control, cohort studies and cross-sectional studies. Case reports and articles not in English language were excluded. Using the adjusted estimates, we performed random effects model meta-analysis to evaluate the risk of developing neurocognitive impairment among neonates with sepsis. RESULTS: Of 7,909 studies, 24 studies (n = 121,645) were included. Majority of studies were conducted in the United States (n = 7, 29.2%), and all studies were performed among neonates. 17 (70.8%) studies provided follow-up till 30 months. Sepsis was associated with increased risk of cognitive delay [adjusted odds ratio, aOR 1.14 (95% CI: 1.01-1.28)], visual impairment [aOR 2.57 (95%CI: 1.14- 5.82)], hearing impairment [aOR 1.70 (95% CI: 1.02-2.81)] and cerebral palsy [aOR 2.48 (95% CI: 1.03-5.99)]. CONCLUSION: Neonates surviving sepsis are at a higher risk of poorer neurodevelopment. Current evidence is limited by significant heterogeneity across studies, lack of data related to long-term neurodevelopmental outcomes and term infants.


Subject(s)
Neonatal Sepsis , Humans , Infant, Newborn , Neonatal Sepsis/complications , Cerebral Palsy/complications , Vision Disorders/etiology
14.
Acta Neurochir (Wien) ; 166(1): 82, 2024 Feb 14.
Article in English | MEDLINE | ID: mdl-38353785

ABSTRACT

PURPOSE: We aimed to investigate the association between initial dysnatremia (hyponatremia and hypernatremia) and in-hospital mortality, as well as between initial dysnatremia and functional outcomes, among children with traumatic brain injury (TBI). METHOD: We performed a multicenter observational study among 26 pediatric intensive care units from January 2014 to August 2022. We recruited children with TBI under 18 years of age who presented to participating sites within 24 h of injury. We compared demographics and clinical characteristics between children with initial hyponatremia and eu-natremia and between those with initial hypernatremia and eu-natremia. We defined poor functional outcome as a discharge Pediatric Cerebral Performance Category (PCPC) score of moderate, severe disability, coma, and death, or an increase of at least 2 categories from baseline. We performed multivariable logistic regression for mortality and poor PCPC outcome. RESULTS: Among 648 children, 84 (13.0%) and 42 (6.5%) presented with hyponatremia and hypernatremia, respectively. We observed fewer 14-day ventilation-free days between those with initial hyponatremia [7.0 (interquartile range (IQR) = 0.0-11.0)] and initial hypernatremia [0.0 (IQR = 0.0-10.0)], compared to eu-natremia [9.0 (IQR = 4.0-12.0); p = 0.006 and p < 0.001]. We observed fewer 14-day ICU-free days between those with initial hyponatremia [3.0 (IQR = 0.0-9.0)] and initial hypernatremia [0.0 (IQR = 0.0-3.0)], compared to eu-natremia [7.0 (IQR = 0.0-11.0); p = 0.006 and p < 0.001]. After adjusting for age, severity, and sex, presenting hyponatremia was associated with in-hospital mortality [adjusted odds ratio (aOR) = 2.47, 95% confidence interval (CI) = 1.31-4.66, p = 0.005] and poor outcome (aOR = 1.67, 95% CI = 1.01-2.76, p = 0.045). After adjustment, initial hypernatremia was associated with mortality (aOR = 5.91, 95% CI = 2.85-12.25, p < 0.001) and poor outcome (aOR = 3.00, 95% CI = 1.50-5.98, p = 0.002). CONCLUSION: Among children with TBI, presenting dysnatremia was associated with in-hospital mortality and poor functional outcome, particularly hypernatremia. Future research should investigate longitudinal sodium measurements in pediatric TBI and their association with clinical outcomes.


Subject(s)
Brain Injuries, Traumatic , Hypernatremia , Hyponatremia , Humans , Child , Adolescent , Hypernatremia/diagnosis , Brain Injuries, Traumatic/complications , Brain Injuries, Traumatic/diagnosis , Brain Injuries, Traumatic/therapy , Coma , Hospital Mortality
15.
Neurocrit Care ; 40(1): 205-214, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37160847

ABSTRACT

BACKGROUND: Ketamine has traditionally been avoided for tracheal intubations (TIs) in patients with acute neurological conditions. We evaluate its current usage pattern in these patients and any associated adverse events. METHODS: We conducted a retrospective observational cohort study of critically ill children undergoing TI for neurological indications in 53 international pediatric intensive care units and emergency departments. We screened all intubations from 2014 to 2020 entered into the multicenter National Emergency Airway Registry for Children (NEAR4KIDS) registry database. Patients were included if they were under the age of 18 years and underwent TI for a primary neurological indication. Usage patterns and reported periprocedural composite adverse outcomes (hypoxemia < 80%, hypotension/hypertension, cardiac arrest, and dysrhythmia) were noted. RESULTS: Of 21,562 TIs, 2,073 (9.6%) were performed for a primary neurological indication, including 190 for traumatic brain injury/trauma. Patients received ketamine in 495 TIs (23.9%), which increased from 10% in 2014 to 41% in 2020 (p < 0.001). Ketamine use was associated with a coindication of respiratory failure, difficult airway history, and use of vagolytic agents, apneic oxygenation, and video laryngoscopy. Composite adverse outcomes were reported in 289 (13.9%) Tis and were more common in the ketamine group (17.0% vs. 13.0%, p = 0.026). After adjusting for location, patient age and codiagnoses, the presence of respiratory failure and shock, difficult airway history, provider demographics, intubating device, and the use of apneic oxygenation, vagolytic agents, and neuromuscular blockade, ketamine use was not significantly associated with increased composite adverse outcomes (adjusted odds ratio 1.34, 95% confidence interval CI 0.99-1.81, p = 0.057). This paucity of association remained even when only neurotrauma intubations were considered (10.6% vs. 7.7%, p = 0.528). CONCLUSIONS: This retrospective cohort study did not demonstrate an association between procedural ketamine use and increased risk of peri-intubation hypoxemia and hemodynamic instability in patients intubated for neurological indications.


Subject(s)
Ketamine , Respiratory Insufficiency , Child , Humans , Adolescent , Retrospective Studies , Ketamine/adverse effects , Critical Illness/therapy , Intubation, Intratracheal/adverse effects , Hypoxia , Respiratory Insufficiency/etiology
16.
BMC Med Inform Decis Mak ; 24(1): 242, 2024 Sep 02.
Article in English | MEDLINE | ID: mdl-39223567

ABSTRACT

BACKGROUND: Modeling patient data, particularly electronic health records (EHR), is one of the major focuses of machine learning studies in healthcare, as these records provide clinicians with valuable information that can potentially assist them in disease diagnosis and decision-making. METHODS: In this study, we present a multi-level graph-based framework called MedMGF, which models both patient medical profiles extracted from EHR data and their relationship network of health profiles in a single architecture. The medical profiles consist of several layers of data embedding derived from interval records obtained during hospitalization, and the patient-patient network is created by measuring the similarities between these profiles. We also propose a modification to the Focal Loss (FL) function to improve classification performance in imbalanced datasets without the need to imputate the data. MedMGF's performance was evaluated against several Graphical Convolutional Network (GCN) baseline models implemented with Binary Cross Entropy (BCE), FL, class balancing parameter α , and Synthetic Minority Oversampling Technique (SMOTE). RESULTS: Our proposed framework achieved high classification performance (AUC: 0.8098, ACC: 0.7503, SEN: 0.8750, SPE: 0.7445, NPV: 0.9923, PPV: 0.1367) on an extreme imbalanced pediatric sepsis dataset (n=3,014, imbalance ratio of 0.047). It yielded a classification improvement of 3.81% for AUC, 15% for SEN compared to the baseline GCN+ α FL (AUC: 0.7717, ACC: 0.8144, SEN: 0.7250, SPE: 0.8185, PPV: 0.1559, NPV: 0.9847), and an improvement of 5.88% in AUC and 22.5% compared to GCN+FL+SMOTE (AUC: 0.7510, ACC: 0.8431, SEN: 0.6500, SPE: 0.8520, PPV: 0.1688, NPV: 0.9814). It also showed a classification improvement of 3.86% for AUC, 15% for SEN compared to the baseline GCN+ α BCE (AUC: 0.7712, ACC: 0.8133, SEN: 0.7250, SPE: 0.8173, PPV: 0.1551, NPV: 0.9847), and an improvement of 14.33% in AUC and 27.5% in comparison to GCN+BCE+SMOTE (AUC: 0.6665, ACC: 0.7271, SEN: 0.6000, SPE: 0.7329, PPV: 0.0941, NPV: 0.9754). CONCLUSION: When compared to all baseline models, MedMGF achieved the highest SEN and AUC results, demonstrating the potential for several healthcare applications.


Subject(s)
Electronic Health Records , Humans , Machine Learning
17.
J Adv Nurs ; 2024 Jun 24.
Article in English | MEDLINE | ID: mdl-38922972

ABSTRACT

AIM: To explore the experiences and support needs of parents in the first 6 months after paediatric critical care. DESIGN: Longitudinal qualitative design. METHODS: Sequential semi-structured qualitative interviews were conducted with a sample of 28 parents in succession at 1 month and at 6 months (n = 22) after their child's discharge from paediatric critical care using purposive sampling. Data were analysed using the adapted five-stage framework analysis. RESULTS: Data were developed into eight synthesized themes, three domains and an overarching theme: Regaining Normalcy. Families of children requiring medical treatment at 6 months showed signs of adaption to daily care routines. The two domains were Parental Emotional Health and Parental Social Health. Parental Transitional Health, a third domain, was added to the Post Intensive Care Syndrome-paediatric framework. Parents were forward-looking and discussed emotional health, relating to current caregiving issues. Emotional attention was related to present challenges and concerns about current health and possible readmission to the hospital. In terms of Parental Social Health, families isolated themselves for infection control while remaining connected with families using chat applications. Parents were selective to whom they allowed access to their lives. The impact of parental transitional health was evident and emphasized the daily challenges associated with integration back to home life. Flexible work arrangements allowed working parents to support caregiving needs in the first 6 months after discharge. CONCLUSION: In the first 6 months after paediatric critical illness, most families reported having moved past the experiences while having provoking memories of the admission period. Parents viewed the point of normalcy as child returned to school or when all medications were discontinued. Extension of transitional support can facilitate discharge experiences between paediatric critical care and normalcy. The findings highlight the importance of understanding the medium- and longer-term impact of paediatric critical care. IMPACT: What problem did the study address? ○ Limited understanding of long-term parental experiences and support needs after PICU discharge. What were the main findings? ○ Most families regained normalcy when child returns to school or when medications were discontinued. Some families continued to show signs of adaptations at 6 months after PICU discharge. Where and on whom did the research have an impact? ○ The research has an impact on improving the understanding of long-term parental experiences and support needs after PICU discharge, informing clinical practice, guiding policy development and shaping parental support programs. REPORTING METHOD: We reported this study using the COREQ guidelines. PATIENT OR PUBLIC CONTRIBUTION: Prior to confirming the interview guide, three parents of critically ill children actively participated by reviewing and providing feedback on its content. They provided suggestions to refine the wording and ensure clarity to enhance the participants' understanding. By including the perspectives of these parents, we aimed to improve the overall quality and relevance of the interview guide.

18.
Crit Care Med ; 51(9): 1111-1123, 2023 09 01.
Article in English | MEDLINE | ID: mdl-37341529

ABSTRACT

The Society of Critical Care Medicine (SCCM) Reviewer Academy seeks to train and establish a community of trusted, reliable, and skilled peer reviewers with diverse backgrounds and interests to promote high-quality reviews for each of the SCCM journals. Goals of the Academy include building accessible resources to highlight qualities of excellent manuscript reviews; educating and mentoring a diverse group of healthcare professionals; and establishing and upholding standards for insightful and informative reviews. This manuscript will map the mission of the Reviewer Academy with a succinct summary of the importance of peer review, process of reviewing a manuscript, and the expected ethical standards of reviewers. We will equip readers to target concise, thoughtful feedback as peer reviewers, advance their understanding of the editorial process and inspire readers to integrate medical journalism into diverse professional careers.


Subject(s)
Mentoring , Peer Review , Humans , Health Personnel , Mentors , Peer Group , Peer Review, Research , Societies, Medical
19.
Nat Immunol ; 12(2): 129-36, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21186366

ABSTRACT

The nuclear adaptor Ldb1 functions as a core component of multiprotein transcription complexes that regulate differentiation in diverse cell types. In the hematopoietic lineage, Ldb1 forms a complex with the non-DNA-binding adaptor Lmo2 and the transcription factors E2A, Scl and GATA-1 (or GATA-2). Here we demonstrate a critical and continuous requirement for Ldb1 in the maintenance of both fetal and adult mouse hematopoietic stem cells (HSCs). Deletion of Ldb1 in hematopoietic progenitors resulted in the downregulation of many transcripts required for HSC maintenance. Genome-wide profiling by chromatin immunoprecipitation followed by sequencing (ChIP-Seq) identified Ldb1 complex-binding sites at highly conserved regions in the promoters of genes involved in HSC maintenance. Our results identify a central role for Ldb1 in regulating the transcriptional program responsible for the maintenance of HSCs.


Subject(s)
Adult Stem Cells/metabolism , DNA-Binding Proteins/metabolism , Embryonic Stem Cells/metabolism , Fetal Development , Hematopoietic Stem Cells/metabolism , Adoptive Transfer , Adult Stem Cells/cytology , Adult Stem Cells/immunology , Adult Stem Cells/transplantation , Animals , Cell Differentiation/genetics , Cell Differentiation/immunology , Cell Survival/genetics , Cell Survival/immunology , Cells, Cultured , DNA-Binding Proteins/genetics , DNA-Binding Proteins/immunology , Embryonic Stem Cells/cytology , Embryonic Stem Cells/immunology , Embryonic Stem Cells/transplantation , Female , Fetal Development/genetics , Fetal Development/immunology , Gene Expression Regulation, Developmental/immunology , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/immunology , High-Throughput Nucleotide Sequencing , LIM Domain Proteins , Mice , Mice, Knockout , Mice, Transgenic , Pregnancy , Protein Binding , Regulatory Elements, Transcriptional/genetics , Regulatory Elements, Transcriptional/immunology , Transcriptional Activation/genetics , Transcriptional Activation/immunology
20.
Am J Obstet Gynecol ; 2023 Oct 25.
Article in English | MEDLINE | ID: mdl-37890649

ABSTRACT

BACKGROUND: The difference in the incidence of early-onset sepsis caused by group B streptococcus among term neonates whose mothers received first-line vs second-line intrapartum prophylaxis is poorly described. OBJECTIVE: This study aimed to compare the incidence of group B streptococcus early-onset sepsis among term neonates born to mothers who receive first-line, second-line, or no intrapartum antibiotics and to describe the short-term and survival outcomes of neonates who developed group B streptococcus early-onset sepsis stratified by maternal antepartum prophylaxis. STUDY DESIGN: This was a retrospective review of electronic medical records. We queried the Pediatrix Medical Group Clinical Data Warehouse to evaluate the outcomes of term neonates born to group B streptococcus positive mothers between 2003 and 2020 and compared the incidence and outcomes of neonates with group B streptococcus early-onset sepsis whose mothers received first-line vs second-line or no intrapartum prophylaxis. RESULTS: Among the 496,180 neonates, 104,196 (21%) were born to mothers who were group B streptococcus positive. Of 97,983 mothers who were group B streptococcus positive with adequate prenatal antibiotic documentation, 49,234 (50%), 12,679 (13%), and 36,070 (37%) received first-line, second-line, and no intrapartum prophylaxis, respectively. The incidence of group B streptococcus early-onset sepsis among all neonates with maternal group B streptococcus carriage was 0.22% (231/104,196). Neonates whose mothers received second-line intrapartum antibiotics and no antibiotics had a higher risk for group B streptococcus early-onset sepsis infection than those whose mothers received first-line intrapartum antibiotics (adjusted odds ratio, 4.12; 95% confidence interval, 2.66-6.38 and adjusted odds ratio, 3.80; 95% confidence interval, 2.66-5.44, respectively). There was no statistically significant difference in the risk for group B streptococcus early-onset sepsis among neonates born to mothers who received second-line vs no antibiotics (adjusted odds ratio, 0.92; 95% confidence interval, 0.64-1.33). CONCLUSION: Neonates exposed to second-line maternal group B streptococcus prophylaxis had an increased risk for group B streptococcus early-onset sepsis when compared with those exposed to first-line maternal group B streptococcus prophylaxis. There was no statistically significant difference in group B streptococcus early-onset sepsis incidence between second-line antibiotic prophylaxis and no antibiotics in mothers with group B streptococcus carriage.

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