Publications by authors named "Ludo Mahieu"

Article Synopsis
  • Developed an AI software system to predict late-onset sepsis (LOS) and necrotizing enterocolitis (NEC) in premature infants in the NICU using continuous monitoring data.
  • The study used an XGBoost machine learning algorithm on a dataset of 865 preterm infants, achieving a sensitivity of 69% for all episodes and 81% for severe cases, significantly reducing the time to diagnosis.
  • The AI model's predictions can support clinicians' early detection efforts, indicating potential clinical and socioeconomic benefits, with further studies needed to understand the combined impact of AI and clinical expertise on patient outcomes.
View Article and Find Full Text PDF

Different pathophysiological pathways (endotypes), leading to very preterm birth may result in distinct clinical phenotypes of bronchopulmonary dysplasia (BPD). is a unique player in the pathogenesis of BPD. The interaction between factors inherent to (virulence, bacterial load, duration of exposure), and to the host (immune response, infection clearance, degree of prematurity, respiratory support, concomitant infections) may contribute to BPD development in a variable manner.

View Article and Find Full Text PDF

Introduction: Maternal antibody interference of the infant's humoral immune responses raises some concern to the strategy of maternal Tdap (tetanus, diphtheria, acellular pertussis [aP]) vaccination. This study assessed the impact of maternal Tdap antibodies on the infant's pertussis-specific T lymphocyte responses following infant vaccination with an aP containing vaccine, in a term and preterm born cohort.

Methods: Heparin samples (±0.

View Article and Find Full Text PDF

Background: In 2006, a consensus was made on management and follow up of children with congenital cytomegalovirus infection (cCMV) in Flanders, Belgium. Since 2007 systematic registration of those children was initiated. In this report, focus is on the perinatal data of our population.

View Article and Find Full Text PDF

Whether or not cranial ultrasound (crUS) and cerebral magnetic resonance imaging (MRI) have both a place in the assessment of children with congenital cytomegalovirus infection (cCMV) remains a topic of discussion between research groups. Literature suggests that MRI is indicated only in children with abnormal crUS.In Flanders, Belgium, combined crUS and MRI was performed on 639 children with cCMV, referred for diagnostic assessment.

View Article and Find Full Text PDF

Background: Limited data exist on the impact of maternal tetanus, diphtheria, acellular pertussis (Tdap) vaccination for preterm born infants. We report its effect at birth and on antibody-mediated immune responses to a DTaP-IPV-HB-PRP~T vaccine in preterm compared with term infants.

Methods: Women delivering at term or prematurely were either vaccinated with a Tdap vaccine (Boostrix; GSK) during pregnancy or not vaccinated in the last 5 years.

View Article and Find Full Text PDF

Background: Enrichment of breast milk (BM) with immunoglobulin (Ig) A and IgG through maternal vaccination could help infants combat targeted pathogens. However, evidence on this effect after preterm delivery is lacking. In this study, we investigated the total and anti-pertussis toxin (anti-PT)-specific IgA and IgG production in BM after term and preterm delivery in the presence of maternal Tdap (tetanus, diphtheria, acellular pertussis) vaccination.

View Article and Find Full Text PDF
Article Synopsis
  • Bronchopulmonary dysplasia (BPD) is a lung condition that often affects babies born early, and doctors want to use new methods to better understand it.
  • The study looked at 37 teens who were born preterm: some had BPD and some didn't. They were tested on their lung function and had special scans called FRI and CT.
  • Results showed that teens with BPD had more trouble breathing and air trapping in their lungs compared to those without BPD, suggesting that FRI might help doctors see problems in the lungs better than traditional methods.
View Article and Find Full Text PDF

Objective: We investigated the association between maternal cervicovaginal cultures, its antibiotic treatment, and neonatal outcome.

Study Design: This retrospective cohort study enrolled 480 neonates born prior to 32 weeks' gestation. They were divided into groups according to maternal cervicovaginal culture results.

View Article and Find Full Text PDF

In general, the removal of peripherally inserted central venous catheters (PICC) in neonates by gentle traction is easy. In our case, the removal of a 28G PICC in a term neonate was impossible by manual traction even with force. Previously described non-invasive interventions using a stylet were not successful because it was not possible to pass the stylet along the catheter hub of the narrow 28G PICC.

View Article and Find Full Text PDF

Hemodynamic support in neonatal intensive care is directed at maintaining cardiovascular wellbeing. At present, monitoring of vital signs plays an essential role in augmenting care in a reactive manner. By applying machine learning techniques, a model can be trained to learn patterns in time series data, allowing the detection of adverse outcomes before they become clinically apparent.

View Article and Find Full Text PDF

To evaluate the potential of dried blood spots (DBS) as a congenital cytomegalovirus (cCMV) testing specimen, the laboratory diagnostic accuracy of polymerase chain reaction (PCR) on DBS was compared to viral urine cultures from neonates suspected for cCMV. Two different extraction methods (EasyMAG, bioMérieux versus Qiagen) and 2 real-time PCR protocols (in-house versus Argene) were compared. We were able to collect both DBS and urine samples in 6 Belgian neonatal units from 276 neonates suspected for cCMV registered in CMVREG (an online neonatal registry system).

View Article and Find Full Text PDF

Unlabelled: Due to potential lethality of healthcare-associated sepsis (HAS), a low threshold for blood culturing and antimicrobial therapy (ABT) initiation is accepted. We assessed variability in the trigger for blood culturing between three neonatal intensive care units. A multicenter prospective cohort study was conducted.

View Article and Find Full Text PDF

Unlabelled: Healthcare-associated sepsis (HAS) is a life-threatening complication in neonatal intensive care. Research into the impact of HAS on mortality adjusted for comorbidities is however limited. We conducted a historical cohort study to evaluate impact of HAS on mortality stratified by birth weight and risk factors for mortality in the HAS cohort.

View Article and Find Full Text PDF

We present a case of a preterm infant of 28 weeks' gestation with unique cutaneous lesions characteristic of a congenital herpes simplex virus (HSV) type 1 infection. The infant was prematurely delivered due to intractable labour. The mother had no history or clinical signs of genital infection before or during pregnancy.

View Article and Find Full Text PDF

Background And Objectives: Blood culture is the gold standard to diagnose bloodstream infection but is usually time-consuming. Prediction models aim to facilitate early preliminary diagnosis and treatment. We systematically reviewed prediction models for health care-associated bloodstream infection (HABSI) in neonates, identified superior models, and pooled clinical predictors.

View Article and Find Full Text PDF

Blood sampling for laboratory testing is a major cause of iatrogenic blood loss and anemia in neonatal intensive care unit [NICU] patients. The objective of the study was to assess whether the implementation of a multi-parameter Point of Care Test [POCT] (Roche, Cobas b221) analyzer affected blood loss for central laboratory testing and need for red blood cell transfusion in our NICU. This was a retrospective observational cohort study in a NICU with comparison of two serial cohorts of 2 years each.

View Article and Find Full Text PDF

The aim of this study was to determine the time to positivity (TTP) of neonatal blood cultures, to investigate differences between early onset versus late-onset sepsis, and non-proven versus proven sepsis, and to examine differences in TTP by organism type using a retrospective observational study at the Neonatal Intensive Care Unit, Antwerp University Hospital, Belgium. The subjects were 1828 neonates with suspected sepsis who were treated with antimicrobials for at least 3 days. The TTP was recorded for all episodes of suspected sepsis in an approximately 6.

View Article and Find Full Text PDF

Objectives: To determine the role of perinatally acquired Candida colonization to invasive Candida infection (candidemia) and to assess risk factors associated with Candida colonization and candidemia in neonatal intensive care unit patients.

Design: Retrospective case-control study.

Setting: Neonatal intensive care unit of a teaching hospital.

View Article and Find Full Text PDF

Objective: Diagnosis of neonatal catheter-related bloodstream infection (CRBSI) is currently based on isolation of identical bacterial species from bloodstream and catheter tip cultures. This requires removal of the catheter followed by the insertion of a new catheter. The objective of this study was to investigate whether differential time to positivity (DTP) of blood cultures drawn from paired peripheral vein and central vascular catheter is useful for diagnosing neonatal CRBSI, avoiding removal of the catheter.

View Article and Find Full Text PDF

We investigated the relation between perinatal endotracheal colonization, the associated cytokine response and respiratory outcome in ventilated preterm neonates. Between September 1999 and March 2002, a cohort of 141 neonates with a gestational age <31 weeks requiring ventilation directly after birth, were followed prospectively. All were admitted to the Neonatal Intensive Care Unit, University Hospital of Antwerp, Belgium.

View Article and Find Full Text PDF

Objective: The objective of this study is to look for evidence based or scientific guidelines for selection of newborns with congenital cytomegalovirus (CMV) infection that might benefit from treatment with ganciclovir.

Materials And Methods: A literature search was conducted involving the MEDLINE database and the Cochrane Collaboration Library. Abstracts were reviewed to select pertinent articles dealing with ganciclovir therapy in neonates.

View Article and Find Full Text PDF

Objective: To determine the association of antibacterial interleukin (IL)-12 p 70 levels as well as the pathogen-induced proinflammatory cytokine response in tracheal aspirate (TA) to respiratory failure and mortality among ventilated preterm infants.

Design: A prospective observational clinical cohort study with measurements of cytokine levels and microbial cultures of TA from ventilated preterm neonates. Interleukin (IL)-1 beta, IL-8, IL-6, IL-10, IL-12 p 70, and tumor necrosis factor (TNF)-alpha were measured in TA within 2 hrs of birth, and comorbidity characteristics were recorded prospectively.

View Article and Find Full Text PDF

The possible association between mediators of inflammation such as cytokines and perinatal colonization of the respiratory tract remains unclear. This prospective cohort study evaluated endotracheal colonization in 141 ventilated preterm infants at birth. The relation with cytokine response in the airways and C-reactive protein (CRP) in umbilical blood was investigated.

View Article and Find Full Text PDF

Unlabelled: We studied the effect of the use of antenatal steroid treatment on the incidence of nosocomial bloodstream infections (NBSI). All episodes of culture proven NBSI occurring after 96 h of hospitalisation were identified retrospectively during a 10-year period (1991-2001). Throughout the study period, the use of antenatal steroids, demographic characteristics and morbidity of the patients were recorded prospectively.

View Article and Find Full Text PDF