Daniel Berkhout

Mr. Daniel Berkhout

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Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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11 July 2018 in Neonatology
Verified
Journal Article
Open access
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DBDaniel Berkhout
Daniel Berkhout
PKPatrick Klaassen
Patrick Klaassen
HNHendrik J. Niemarkt
Hendrik J. Niemarkt
WBWillem P. de Boode
Willem P. de Boode
VCVeerle Cossey
Veerle Cossey
TMTim G.J. de Meij
Tim G.J. de Meij
Background: The identification of independent clinical risk factors for necrotizing enterocolitis (NEC) may contribute to early selection of infants at risk, allowing for the development of targeted strategies aimed at the prevention of NEC. Objective: The objective of this study was to identify independent risk factors contributing to the development of NEC in a large multicenter cohort. Methods: This prospective cohort study was performed in 9 neonatal intensive care units. Infants born at a gestational age ≤30 weeks were included. Demographic and clinical data were collected daily until day 28 postnatally. Factors predictive of the development of NEC were identified using univariate and multivariable analyses in a 1: 5 matched case-control cohort. Results: In total, 843 infants (56 NEC cases) were included in this study. In the case-control cohort, univariate analysis identified sepsis prior to the onset of NEC and formula feeding to be associated with an increased risk of developing NEC, whereas the administration of antibiotics directly postpartum was inversely associated with NEC. In a multivariable logistic regression model, enteral feeding type and the number of days parenterally fed remained statistically significantly associated with NEC, whereas the administration of antibiotics directly after birth was associated with a lower risk of developing NEC. Conclusions: Formula feeding and prolonged (duration of) parenteral feeding were associated with an increased risk of NEC. Contrary to expectations, the initiation of treatment with antibiotics within 24 h after birth was inversely associated with NEC.

21 June 2018 in Clinical Infectious Diseases
Verified
Journal Article
Closed access
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DBDaniel Berkhout
Daniel Berkhout
BKBritt J van Keulen
Britt J van Keulen
HNHendrik J Niemarkt
Hendrik J Niemarkt
JBJet R Bessem
Jet R Bessem
WBWillem P de Boode
Willem P de Boode
TMTim G J de Meij
Tim G J de Meij
The intestinal microbiota has increasingly been considered to play a role in the etiology of late-onset sepsis (LOS). We hypothesize that early alterations in fecal volatile organic compounds (VOCs), reflecting intestinal microbiota composition and function, allow for discrimination between infants developing LOS and controls in a preclinical stage. In 9 neonatal intensive care units in the Netherlands and Belgium, fecal samples of preterm infants born at a gestational age ≤30 weeks were collected daily, up to the postnatal age of 28 days. Fecal VOC were measured by high-field asymmetric waveform ion mobility spectrometry (FAIMS). VOC profiles of LOS infants, up to 3 days prior to clinical LOS onset, were compared with profiles from matched controls. In total, 843 preterm born infants (gestational age ≤30 weeks) were included. From 127 LOS cases and 127 matched controls, fecal samples were analyzed by means of FAIMS. Fecal VOCs allowed for preclinical discrimination between LOS and control infants. Focusing on individual pathogens, fecal VOCs differed significantly between LOS cases and controls at all predefined time points. Highest accuracy rates were obtained for sepsis caused by Escherichia coli, followed by sepsis caused by Staphylococcus aureus and Staphylococcus epidermidis. Fecal VOC analysis allowed for preclinical discrimination between infants developing LOS and matched controls. Early detection of LOS may provide clinicians a window of opportunity for timely initiation of individualized therapeutic strategies aimed at prevention of sepsis, possibly improving LOS-related morbidity and mortality.

23 November 2016 in Sensors
Verified
Journal Article
Open access
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DBDaniel Berkhout
Daniel Berkhout
MBMarc A. Benninga
Marc A. Benninga
RSRuby M. Van Stein
Ruby M. Van Stein
PBPaul Brinkman
Paul Brinkman
HNHendrik Niemarkt
Hendrik Niemarkt
TMTim G. J. De Meij
Tim G. J. De Meij
Prior to implementation of volatile organic compound (VOC) analysis in clinical practice, substantial challenges, including methodological, biological and analytical difficulties are faced. The aim of this study was to evaluate the influence of several sampling conditions and environmental factors on fecal VOC profiles, analyzed by an electronic nose (eNose). Effects of fecal sample mass, water content, duration of storage at room temperature, fecal sample temperature, number of freeze–thaw cycles and effect of sampling method (rectal swabs vs. fecal samples) on VOC profiles were assessed by analysis of totally 725 fecal samples by means of an eNose (Cyranose320®). Furthermore, fecal VOC profiles of totally 1285 fecal samples from 71 infants born at three different hospitals were compared to assess the influence of center of origin on VOC outcome. We observed that all analyzed variables significantly influenced fecal VOC composition. It was feasible to capture a VOC profile using rectal swabs, although this differed significantly from fecal VOC profiles of similar subjects. In addition, 1285 fecal VOC-profiles could significantly be discriminated based on center of birth. In conclusion, standardization of methodology is necessary before fecal VOC analysis can live up to its potential as diagnostic tool in clinical practice.

1 December 2016 in Journal of Pediatric Gastroenterology and Nutrition
Verified
Journal Article
Closed access
MBMartin Buijck
Martin Buijck
DBDaniel Berkhout
Daniel Berkhout
EGEvelien F.J. de Groot
Evelien F.J. de Groot
MBMarc Alexander Benninga
Marc Alexander Benninga
MSMarc P.C. van der Schee
Marc P.C. van der Schee
TMTim G.J. de Meij
Tim G.J. de Meij

23 July 2018 in Chemosensors
Verified
Journal Article
Open access
PDF file
SHSofia El Manouni el Hassani
Sofia El Manouni el Hassani
DBDaniel Berkhout
Daniel Berkhout
SBSofie Bosch
Sofie Bosch
MBMarc A. Benninga
Marc A. Benninga
NBNanne De Boer
Nanne De Boer
TMTim G. J. De Meij
Tim G. J. De Meij
Increasing interest is noticed in the potential of volatile organic compound (VOC) analysis as non-invasive diagnostic biomarker in clinical medical practice. The spectrum of VOCs, originating from (patho)physiological metabolic processes in the human body and detectable in bodily excrements, such as exhaled breath, urine and feces, harbors a magnificent source of information. Thus far, the majority of studies have focused on VOC analysis in exhaled breath, aiming at identification of disease-specific VOC profiles. Recently, an increasing number of studies have evaluated the usability of VOC present in the headspace of feces in the diagnostic work-up of a wide range of gastrointestinal diseases. Promising results have been demonstrated particularly in those diseases in which microbiota alterations are considered to play a significant etiological role, such as colorectal carcinoma, inflammatory bowel disease, irritable bowel syndrome, celiac disease and infectious bowel diseases. In addition, fecal VOC analysis seems to have potential as a diagnostic biomarker for extra-intestinal diseases, including bronchopulmonary dysplasia and sepsis. Different methods for VOC analysis have been used in medical studies, such as gas-chromatography mass spectrometry, selected-ion flow tube-mass spectrometry, ion-mobility spectrometry, and electronic nose devices. In this review, the available literature on the potential of fecal VOCs as diagnostic biomarker, including an overview of relevant VOC detection techniques, is discussed. In addition, future hurdles, which need to be taken prior to implementation of VOC analysis in daily clinical practice, are outlined.

6 February 2020 in The Pediatric Infectious Disease Journal
Verified
Journal Article
Closed access
DBDaniel Berkhout
Daniel Berkhout
HNHendrik J. Niemarkt
Hendrik J. Niemarkt
PAPeter Andriessen
Peter Andriessen
DVDaniel C. Vijlbrief
Daniel C. Vijlbrief
MBMarije K. Bomers
Marije K. Bomers
TMTim G.J. de Meij
Tim G.J. de Meij
Background: Late onset sepsis (LOS) in preterm infants is preceded by fecal volatile organic compound (VOC) alterations, suggesting an etiologic role of gut microbiota in LOS rather than being primarily caused by central venous catheters (CVC). To increase our knowledge about the involvement of the gut microbiota in LOS, we analyzed fecal samples from septic infants without a CVC. Methods: In this prospective multicenter study, fecal samples were collected daily from all infants born at ≤30 weeks gestation. Fecal VOC profiles up to 3 days prior to sepsis onset from infants with non-catheter–related LOS were compared with profiles from non-septic controls by means of High-Field Asymmetric Waveform Ion Mobility Spectrometry. Results: In total, 104 fecal samples were analyzed. Fecal VOC profiles allowed for discrimination between non-catheter–related LOS cases (n = 24) and matched controls (n = 25). Discriminative accuracy increased after focusing on center of origin (area under the curve, sensitivity, specificity; 0.95, 100%, 83%) and after focusing on LOS cases caused by Staphylococcus epidermidis (0.95, 100%, 78%), the most cultured pathogen (n = 11). Conclusions: Fecal VOC profiles of preterm LOS infants without a CVC differed from matched controls underlining the increasing notion that aberrations in gut microbiota composition and activity may play a role in LOS etiology.