Publications by authors named "Matthijs De Hoog"

Objectives: To determine if a priori standardization of outcome hemostatic definitions alone was adequate to enable useful comparison between two cohorts of pediatric extracorporeal membrane oxygenation (ECMO) patients, managed according to local practice and protocol.

Design: Comparison of two separate prospective cohort studies performed at different centers with standardized outcome definitions agreed upon a priori.

Setting: General and cardiac PICUs at the Royal Children's Hospital (RCH) in Melbourne, Australia, and the Sophia Children's Hospital (SCH) in Rotterdam, The Netherlands.

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This study aimed to develop an open-source algorithm for the pressure-reactivity index (PRx) to monitor cerebral autoregulation (CA) in pediatric severe traumatic brain injury (sTBI) and compared derived optimal cerebral perfusion pressure (CPPopt) with real-time CPP in relation to long-term outcome. Retrospective study in children (< 18 years) with sTBI admitted to the pediatric intensive care unit (PICU) for intracranial pressure (ICP) monitoring between 2016 and 2023. ICP was analyzed on an insult basis and correlated with outcome.

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Article Synopsis
  • - This study focused on analyzing the relationship between cumulative exposures of oxygen (PaO) and carbon dioxide (PaCO) in children who had a return of circulation after cardiac arrest, looking specifically at their survival rates and neurological outcomes within 24 hours post-event.
  • - Data were collected from pediatric resuscitation sites and included children aged 1 day to 17 years, with a total of 292 participants. The study excluded cases with congenital cyanotic heart disease.
  • - Results showed that while 57% of the children survived to discharge and 48% had favorable neurological outcomes, the cumulative PaO and PaCO exposure was not significantly related to these outcomes; only 24% and 58% of patients adhered to AHA
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  • The study explored the potential of supervised machine learning applied to ECG data for real-time sleep monitoring in pediatric intensive care, which is currently not available.
  • Researchers analyzed polysomnography recordings from 90 non-critically ill children, developing various machine learning models to classify sleep states based on derived features from the ECG data.
  • Results showed that the models achieved moderate to good accuracy, especially in classifying two and three sleep states, with the XGBoost model performing best overall, highlighting the method's promise for bedside use.
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Background: The implementation of the approved respiratory syncytial virus (RSV) preventive interventions in immunisation programmes is advancing rapidly. Insight into healthcare costs of RSV-related paediatric intensive care unit (PICU) admissions is lacking, but of great importance to evaluate the impact of implementation. Therefore, this study aimed to determine the total annual RSV-related paediatric intensive care healthcare costs in the Netherlands.

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Objectives: Healthcare grapples with staff shortages and rising burnout rates for medical students, residents and specialists. To prioritise both their well-being and the delivery of high-quality patient care, it becomes imperative to deepen our understanding of physicians' developmental aims and needs. Our first aim is, therefore, to gain comprehensive insights into the specific developmental aims physicians prioritise by examining the coaching goals they set at the beginning of coaching.

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  • Bleeding and thrombotic complications are prevalent in ECMO patients, impacting mortality and morbidity; this study compares complication rates before and after a change in anticoagulation monitoring protocol.
  • A retrospective cohort study involved 250 adult ECMO patients, analyzing demographics, ECMO data, and coagulation tests to evaluate the effectiveness of the aPTT guided and multimodal protocols.
  • Results showed that complication rates were similar between the two protocols, and surgical interventions significantly increased the risk of both bleeding and thrombotic issues.
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Aim: Investigate long-term outcome in paediatric submersion-related cardiac arrests (CA).

Methods: Children (age one day-17 years) were included if admitted to the Erasmus MC Sophia Children's Hospital, after drowning with CA, between 2002 and 2019. Primary outcome was survival with favourable neurological outcome, defined as a Paediatric Cerebral Performance Category (PCPC) score of 1-3 at longest available follow-up.

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Aims: Whether and when glomerular filtration rate (GFR) in preterms catches up with term peers is unknown. This study aims to develop a GFR maturation model for (pre)term-born individuals from birth to 18 years of age. Secondarily, the function is applied to data of different renally excreted drugs.

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Background: The respiratory microbiome has been associated with the etiology and disease course of asthma.

Objective: We sought to assess the nasopharyngeal microbiota in children with a severe asthma exacerbation and their associations with medication, air quality, and viral infection.

Methods: A cross-sectional study was performed among children aged 2 to 18 years admitted to the medium care unit (MCU; n = 84) or intensive care unit (ICU; n = 78) with an asthma exacerbation.

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Background: Extracorporeal membrane oxygenation (ECMO) is used in children with cardiopulmonary failure. While the majority of ECMO centers use unfractionated heparin, other anticoagulants, including factor XI and factor XII inhibitors are emerging, which may prove suitable for ECMO patients. However, before these anticoagulants can be applied in these patients, baseline data of FXI and FXII changes need to be acquired.

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Background: Medical students' demand for career coaching is growing. However, little is known about what type of career coach they prefer. Using the Warmth-Competence Framework, we investigated if and why medical students prefer physician coaches compared to career psychologist coaches.

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Article Synopsis
  • The study aims to create a straightforward index for sleep classification using electroencephalography data to address sleep disruption in pediatric intensive care units where real-time monitoring is unavailable.! -
  • A retrospective analysis was performed at Erasmus MC Sophia Children's Hospital on polysomnography recordings from non-critically ill children between 2017 and 2021, evaluating sleep patterns across various age groups and frequency bands.! -
  • The results indicated a strong performance of the developed sleep index, particularly with a gamma to delta power ratio, achieving balanced accuracy rates of up to 0.92 for two-state classifications in different age categories, suggesting it could facilitate automated sleep monitoring for children aged 6 months to 18 years.!
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Objectives: To examine the characteristics of long-stay patients (LSPs) admitted to a PICU and to investigate discharge characteristics of medical complexity among discharged LSP.

Design: We performed a retrospective cohort study where clinical data were collected on all children admitted to our PICU between July 1, 2017, and January 1, 2020.

Setting: A single-center study based at Erasmus MC Sophia Children's Hospital, a level III interdisciplinary PICU in The Netherlands, providing all pediatric and surgical subspecialties.

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Background: Extracorporeal membrane oxygenation (ECMO) provides cardiopulmonary support for children with severe cardiac and/or pulmonary failure. The incidence of bleeding complications during ECMO support is high. Acquired von Willebrand disease (AVWD) might contribute to the development of bleeding complications.

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Background And Objectives: To provide support to parents of critically ill children, it is important that physicians adequately respond to parents' emotions. In this study, we investigated emotions expressed by parents, physicians' responses to these expressions, and parents' emotions after the physicians' responses in conversations in which crucial decisions regarding the child's life-sustaining treatment had to be made.

Methods: Forty-nine audio-recorded conversations between parents of 12 critically ill children and physicians working in the neonatal and pediatric intensive care units of 3 Dutch university medical centers were coded and analyzed by using a qualitative inductive approach.

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Article Synopsis
  • * The Delphi study included 45 professionals who suggested 12 new outcomes, leading to four core outcomes: disease management, child’s quality of life, family impact, and parent self-efficacy.
  • * Establishing an evidence-informed COS aims to enhance the quality and consistency of research reporting, paving the way for better transition outcomes for CMC and their families.
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  • The study focused on understanding the pharmacokinetics (PK) of pentobarbital, a medication often given to critically ill children with severe neurological conditions, using a population-based modeling approach.
  • A one-compartment model was developed based on data from 36 patients and validated with a separate group of 9, revealing that kidney function and inflammation significantly affect drug clearance.
  • The findings suggest that current dosing might lead to toxic levels in patients with elevated creatinine and C-reactive protein, highlighting the need for adjusted dosing strategies and further studies to improve safety and efficacy in this vulnerable population.
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A neonate with pulmonary hypertension was supported with extracorporeal membrane oxygenation (ECMO). During ECMO support, the patient developed Enterococcus faecalis bacteremia, treated with targeted antibiotics. Despite the maximum dose of antibiotics, routine blood cultures remained positive throughout the ECMO treatment.

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Background: Physicians increasingly show symptoms of burnout due to the high job demands they face, posing a risk for the quality and safety of care. Job and personal resources as well as support interventions may function as protective factors when demands are high, specifically in times of crisis such as the COVID-19 pandemic. Based on the Job Demands-Resources theory, this longitudinal study investigated how monthly fluctuations in job demands and job and personal resources relate to exhaustion and work engagement and how support interventions are associated with these outcomes over time.

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  • A study assessed neurocognitive, psychosocial, and quality of life outcomes in children with Multisystem Inflammatory Syndrome in Children (MIS-C) 3-6 months after their admission to pediatric intensive care units (PICUs) in the Netherlands.
  • Of the 69 children with MIS-C, many showed normal general intelligence but exhibited significant deficits in visual memory, attention, and planning, as well as increased emotional and behavioral issues compared to pre-COVID population norms.
  • The findings indicate that while children with MIS-C have normal intelligence post-hospitalization, they are at risk for various cognitive and emotional challenges, including a notable prevalence of symptoms related to posttraumatic stress disorder (PTSD).
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Objectives: Many medical students experience career decision-making stress in the final phase of training. Yet, the factors that induce or reduce career decision-making stress and how progression in their clerkships relates to these factors are unknown. This knowledge gap limits the possibilities for medical schools to develop and implement interventions targeting students' career decision-making stress.

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Neuroprognostication in severe traumatic brain injury (sTBI) is challenging and occurs in critical care settings to determine withdrawal of life-sustaining therapies (WLST). However, formal pediatric sTBI neuroprognostication guidelines are lacking, brain death criteria vary, and dilemmas regarding WLST persist, which lead to institutional differences. We studied WLST practice and outcome in pediatric sTBI to provide insight into WLST-associated factors and survivor recovery trajectory ≥1 year post-sTBI.

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Many drugs are still prescribed off-label to the pediatric population. Although off-label drug use not supported by high level of evidence is potentially harmful, a comprehensive overview of the quality of the evidence pertaining off-label drug use in children is lacking. The Dutch Pediatric Formulary (DPF) provides best evidence-based dosing guidelines for drugs used in children.

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