142 results on '"Sven, Wellmann"'
Search Results
2. Incidence of neonatal respiratory morbidity after vaginal and caesarean delivery in the late-preterm and term period – a retrospective cohort study
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Julia Gromann, Isabella Mancino, Gwendolin Manegold-Brauer, Mark Adams, Sven Wellmann, and Tilo Burkhardt
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Medicine - Abstract
BACKGROUND: Respiratory distress syndrome is a leading cause of neonatal intensive care unit admissions for late preterm (34–36 weeks gestational age) and term infants (37–41 weeks). The risk for respiratory morbidity appears to increase after an elective caesarean delivery and might be reduced after antenatal corticosteroids. However, before considering antenatal corticosteroids for women at high risk of preterm birth after 34 weeks, the incidence of respiratory distress syndrome and the effect of delivery mode on this incidence requires further evaluation. Therefore, this study aimed to investigate the relationship between respiratory distress syndrome incidence and delivery mode in late preterm and term infants. METHODS: In this retrospective cohort study, the clinical databases of the University Hospitals of Zurich and Basel were queried regarding all live births between 34 + 0 and 41 + 6 weeks. Neonatal intensive care unit admissions due to respiratory distress syndrome were determined and analysed in regard to the following delivery modes: spontaneous vaginal, operative vaginal, elective caesarean, secondary caesarean and emergency caesarean. RESULTS: After excluding malformations (n = 889) and incomplete or inconclusive data (n = 383), 37,110 infants out of 38,382 were evaluated. Of these, 5.34% (n = 1980) were admitted to a neonatal intensive care unit for respiratory distress syndrome. Regardless of gestational age, respiratory distress syndrome in infants after spontaneous vaginal delivery was 2.92%; for operative vaginal delivery, it was 4.02%; after elective caesarean delivery it was 8.98%; following secondary caesarean delivery, it was 8.45%, and after an emergency caesarean it was 13.3%. The risk of respiratory distress syndrome was higher after an elective caesarean compared to spontaneous vaginal delivery, with an odds ratio (OR), adjusted for gestational age, of 2.31 (95% CI 1.49–3.56) at 34 weeks, OR 5.61 (95% CI 3.39–9.3) at 35 weeks, OR 1.5 (95% CI 0.95–2.38) at 36 weeks, OR 3.28 (95% CI 1.95–5.54) at 37 weeks and OR 2.51 (95% CI 1.65–3.81) at 38 weeks. At 39 weeks, there was no significant difference between the risk of respiratory distress syndrome after an elective caesarean vs. spontaneous vaginal delivery. Over the study period, gestational age at elective caesarean delivery remained stable at 39.3 ± 1.65 weeks. CONCLUSION: The incidence of respiratory distress syndrome following an elective caesarean is up to threefold higher in infants born with less than 39 weeks gestational age compared to those born by spontaneous vaginal delivery. Therefore — and whenever possible — an elective caesarean delivery should be planned after 38 completed weeks to minimise the risk of respiratory morbidity in neonates.
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- 2024
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3. Automatic Classification of General Movements in Newborns.
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Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, and Julia E. Vogt
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- 2024
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4. Validating the early phototherapy prediction tool across cohorts
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Imant Daunhawer, Kai Schumacher, Anna Badura, Julia E. Vogt, Holger Michel, and Sven Wellmann
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machine learning ,jaundice ,children ,baby ,prediction ,Pediatrics ,RJ1-570 - Abstract
BackgroundHyperbilirubinemia of the newborn infant is a common disease worldwide. However, recognized early and treated appropriately, it typically remains innocuous. We recently developed an early phototherapy prediction tool (EPPT) by means of machine learning (ML) utilizing just one bilirubin measurement and few clinical variables. The aim of this study is to test applicability and performance of the EPPT on a new patient cohort from a different population.Materials and methodsThis work is a retrospective study of prospectively recorded neonatal data from infants born in 2018 in an academic hospital, Regensburg, Germany, meeting the following inclusion criteria: born with 34 completed weeks of gestation or more, at least two total serum bilirubin (TSB) measurement prior to phototherapy. First, the original EPPT—an ensemble of a logistic regression and a random forest—was used in its freely accessible version and evaluated in terms of the area under the receiver operating characteristic curve (AUROC). Second, a new version of the EPPT model was re-trained on the data from the new cohort. Third, the predictive performance, variable importance, sensitivity and specificity were analyzed and compared across the original and re-trained models.ResultsIn total, 1,109 neonates were included with a median (IQR) gestational age of 38.4 (36.6–39.9) and a total of 3,940 bilirubin measurements prior to any phototherapy treatment, which was required in 154 neonates (13.9%). For the phototherapy treatment prediction, the original EPPT achieved a predictive performance of 84.6% AUROC on the new cohort. After re-training the model on a subset of the new dataset, 88.8% AUROC was achieved as evaluated by cross validation. The same five variables as for the original model were found to be most important for the prediction on the new cohort, namely gestational age at birth, birth weight, bilirubin to weight ratio, hours since birth, bilirubin value.DiscussionThe individual risk for treatment requirement in neonatal hyperbilirubinemia is robustly predictable in different patient cohorts with a previously developed ML tool (EPPT) demanding just one TSB value and only four clinical parameters. Further prospective validation studies are needed to develop an effective and safe clinical decision support system.
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- 2023
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5. Neurofilament Light Chain Concentration in Cerebrospinal Fluid in Children with Acute Nontraumatic Neurological Disorders
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Tobias Geis, Svena Gutzeit, Sigrid Disse, Jens Kuhle, Sotiris Fouzas, and Sven Wellmann
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neurofilament light chain NfL ,biomarker ,meningitis ,Bell’s facial palsy ,Lyme neuroborreliosis LNB ,child ,Pediatrics ,RJ1-570 - Abstract
(1) Introduction: This pilot study aimed to analyze neurofilament light chain levels in cerebrospinal fluid (cNfL) in a cohort of children with different acute nontraumatic neurological conditions. (2) Methods: This prospective observational cohort study consisted of 35 children aged 3 months to 17 years and was performed from November 2017 to December 2019. Patients’ clinical data were reviewed, and patients were assigned to the following groups: n = 10 (28.6%) meningitis, 5 (14.3%) Bell’s palsy, 7 (20.0%) febrile non-CNS infection, 3 (8.6%) complex febrile seizure, 4 (11.4%) idiopathic intracranial hypertension, and 6 (17.1%) others. cNfL levels were measured using a sensitive single-molecule array assay. (3) Results: The cNfL levels [median (range)] in children with meningitis were 120.5 pg/mL (58.1–205.4), in Bell’s palsy 88.6 pg/mL (48.8–144.5), in febrile non-CNS infection 103.9 pg/mL (60.1–210.8), in complex febrile seizure 56 pg/mL (53.2–58.3), and in idiopathic intracranial hypertension 97.1 pg/mL (60.1–124.6). Within the meningitis group, children with Lyme neuroborreliosis (LNB) had significantly higher cNfL concentrations (median 147.9 pg/mL; range 87.8–205.4 pg/mL) than children with enterovirus meningitis (72.5 pg/mL; 58.1–95.6 pg/mL; p = 0.048) and non-significantly higher cNfL levels when compared to Bell’s palsy (88.6 pg/mL; 48.8–144.5 pg/mL; p = 0.082). There was no correlation between cNfL levels and age. (4) Conclusions: Although the number of patients in this pilot study cohort is limited, higher cNfL levels in children with LNB compared to those with viral meningitis (significant) and Bell’s palsy (trend) may indicate the potential of cNfL as a biomarker in the differential diagnosis of pediatric meningitis and facial palsy.
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- 2024
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6. Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.
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Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, and Julia E. Vogt
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- 2022
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7. Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.
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Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, and Julia E. Vogt
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- 2022
8. Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis.
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Ricards Marcinkevics, Patricia Reis Wolfertstetter, Ugne Klimiene, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Ece Ozkan, Christian Knorr, and Julia E. Vogt
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- 2024
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9. Effect of QT interval-prolonging drugs taken in pregnancy on the neonatal QT interval
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Holger Michel, Antonia Potapow, Markus-Johann Dechant, Susanne Brandstetter, Sven Wellmann, Angela Köninger, Michael Melter, Christian Apfelbacher, Michael Kabesch, Stephan Gerling, and the KUNO-Kids study group
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acquired long QT ,neonate ,KUNO-Kids ,maternal medication ,ECG ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Introduction: Acquired QT interval prolongations due to drug side effects can result in detrimental arrhythmia. Maternal use of placenta-permeable drugs may lead to fetal exposure, thus leading to an increased risk of neonatal QT prolongation and arrhythmia.Objectives: This study aimed to evaluate the influence of maternal QT-prolonging medication on the neonatal QT interval.Methods: In the prospective KUNO-Kids health study, an ongoing population-based birth cohort, we classified maternal medications according to the known risk of QT interval prolongation. Effects on the neonatal QT interval were tested by linear regression analyses, correcting for perinatal confounders (birth weight, gestational age, birth mode, and age at ECG recording). Subgroup analyses were performed for selective serotonin reuptake inhibitors, proton pump inhibitors, and antihistamine dimenhydrinate. Logistic regression analysis was performed using a QTc of 450 ms as the cut-off value.Results: A total of 2,550 pregnant women received a total of 3,990 medications, of which 315 were known to increase the risk of QT prolongation, resulting in 105 (4.1%) neonates exposed in the last month of pregnancy. Overall, the mean age of the neonates at ECG was 1.9 days and the mean QTc (Bazett) was 414 ms. Univariate (regression coefficient −2.62, p = 0.288) and multivariate (regression coefficient −3.55, p = 0.146) regression analyses showed no significant effect of fetal medication exposure on the neonatal QT interval, neither in the overall nor in the subgroup analysis. Logistic regression analysis showed no association of exposure to maternal medication with an increased risk of neonatal QT interval prolongation (OR (odds ratio) 0.34, p = 0.14).Conclusion: The currently used maternal medication results in a relevant number of fetuses exposed to QT interval-prolonging drugs. In our cohort, exposure was found to have no effect on the neonatal QT interval.
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- 2023
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10. Editorial: Biomarkers of neonatal brain injury
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Sven Wellmann, Deirdre M. Murray, and Kasper Jacobsen Kyng
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biomarker ,neonatal brain injury ,hypoxic-ischemic encephalopathy (HIE) ,diagnostic tools ,prognostic indicators ,neonatal encephalopathy (NE) ,Pediatrics ,RJ1-570 - Published
- 2023
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11. The use of antenatal corticosteroids for fetal maturation: clinical practice guideline by the WAPM-World Association of Perinatal Medicine and the PMF-Perinatal Medicine Foundation
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Themistoklis Dagklis, Cihat Şen, Ioannis Tsakiridis, Cecilia Villalaín, Karel Allegaert, Sven Wellmann, Satoshi Kusuda, Bernat Serra, Manuel Sanchez Luna, Erasmo Huertas, Nicola Volpe, Rodrigo Ayala, Nelly Jekova, Amos Grunebaum, and Milan Stanojevic
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Pediatrics ,RJ1-570 ,Gynecology and obstetrics ,RG1-991 - Abstract
This practice guideline follows the mission of the World Association of Perinatal Medicine (WAPM) in collaboration with the Perinatal Medicine Foundation (PMF), bringing together groups and individuals throughout the world with the goal of improving the use of antenatal corticosteroids (ACS) for fetal maturation. In fact, this document provides further guidance for healthcare practitioners on the appropriate use of ACS with the aim to increase the timely administration and avoid unnecessary or excessive use. Therefore, it is not intended to establish a legal standard of care. This document is based on consensus among perinatal experts throughout the world and also serves as a guideline for use in clinical practice.
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- 2022
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12. Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis.
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Ricards Marcinkevics, Patricia Reis Wolfertstetter, Ugne Klimiene, Ece Ozkan, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Christian Knorr, and Julia E. Vogt
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- 2023
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13. Deep Conditional Gaussian Mixture Model for Constrained Clustering.
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Laura Manduchi, Kieran Chin-Cheong, Holger Michel, Sven Wellmann, and Julia E. Vogt
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- 2021
14. Learning Medical Risk Scores for Pediatric Appendicitis.
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Pedro Roig Aparicio, Ricards Marcinkevics, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, and Julia E. Vogt
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- 2021
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15. Macitentan attenuates cardiovascular remodelling in infant rats with chronic lung disease
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Philipp Baumann, Francesco Greco, Susanne Wiegert, Sven Wellmann, Giovanni Pellegrini, and Vincenzo Cannizzaro
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Chronic lung disease ,Endothelin receptor blockers ,Preterm ,Rats ,Infants ,Bronchopulmonary dysplasia ,Medicine - Abstract
Abstract Background Cardiovascular impairment contributes to increased mortality in preterm infants with chronic lung disease. Macitentan, an endothelin-1 receptor antagonist, has the potential to attenuate pulmonary and cardiovascular remodelling. Methods In a prospective randomized placebo-controlled intervention trial, Sprague–Dawley rats were exposed to 0.21 or 1.0 fraction of inspired oxygen (FiO2) for 19 postnatal days. Rats were treated via gavage with placebo or macitentan from days of life 5 to 19. Alveoli, pulmonary vessels, α-smooth muscle actin content in pulmonary arterioles, size of cardiomyocytes, right to left ventricular wall diameter ratio, and endothelin-1 plasma concentrations were assessed. Results FiO2 1.0 induced typical features of chronic lung disease with significant alveolar enlargement (p = 0.012), alveolar (p = 0.048) and pulmonary vessel rarefaction (p = 0.024), higher α-smooth muscle actin content in pulmonary arterioles (p = 0.009), higher right to left ventricular wall diameter ratio (p = 0.02), and larger cardiomyocyte cross-sectional area (p 0.05). Conclusion The endothelin-1 receptor antagonist macitentan attenuated cardiovascular remodelling in an infant rat model for preterm chronic lung disease. This study underscores the potential of macitentan to reduce cardiovascular morbidity in preterm infants with chronic lung disease.
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- 2022
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16. Neurofilament Light Chain serum levels after Hypoxia-Ischemia in a newborn piglet model
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Kasper Jacobsen Kyng, Sven Wellmann, Verena Lehnerer, Lærke Hjøllund Hansen, Jens Kuhle, and Tine Brink Henriksen
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NfL ,hypoxia-ischemia ,hypoxic-ischemic encephalopathy ,newborn brain injury ,biomarker ,animal model ,Pediatrics ,RJ1-570 - Abstract
AimNeurofilament light Chain (NfL) is a promising brain injury biomarker which may assist diagnosis and prognostication in hypoxic-ischemic encephalopathy (HIE). The aim of this study was to investigate serum NfL levels after hypoxia-ischemia (HI) in a newborn piglet model. Second, to characterize the influence of sex, weight, and treatment with remote ischemic postconditioning (RIPC) on NfL and the correlation between NfL, brain imaging and histologic brain injury.MethodsWe used serum from 48 newborn piglets of both sexes subjected to 45 min of global HI, and 4 sham piglets. Blood was collected pre-HI, 2 h post-HI and 72 h post-HI. NfL was measured by single-molecule array (Simoa™). We analysed the temporal profile of NfL after HI, and correlations between NfL, magnetic resonance spectroscopy brain Lac/NAA ratios and histologic brain injury 72 h after HI.ResultsMedian (IQR) NfL levels were: pre-HI: 66 pg/ml (45–87), 2 h post-HI: 105 pg/ml (77–140), and 72 h post-HI: 380 pg/ml (202–552). The increase in NfL after HI was statistically significant (p 330 pg/ml had a sensitivity of 89% (95% CI, 57%–99%) and a specificity of 52% (95% CI, 34%–69%) for predicting basal ganglia Lac/NAA ratio in the highest quartile. NfL 72 h post-HI > 445 pg/ml had a sensitivity of 90% (95% CI, 60%–99%) and a specificity of 74% (95% CI, 58%–86%) for predicting cortical brain histopathology injury in the highest quartile.ConclusionNfL increased after HI, with the largest values at 72 h post-HI. Early NfL was sensitive but not very specific, whereas NfL at 72 h was both highly sensitive and specific for exposure to moderate-severe HI in this model of HI-induced brain injury. This was supported by a moderate correlation of NfL at 72 h with brain Lac/NAA ratio and histopathology.
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- 2023
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17. Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care—Application to Neonatal Jaundice
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Gilbert Koch, Melanie Wilbaux, Severin Kasser, Kai Schumacher, Britta Steffens, Sven Wellmann, and Marc Pfister
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algorithm ,prediction ,jaundice ,hyperbilirubinemia ,mechanism-based modeling ,Therapeutics. Pharmacology ,RM1-950 - Abstract
The field of medicine is undergoing a fundamental change, transforming towards a modern data-driven patient-oriented approach. This paradigm shift also affects perinatal medicine as predictive algorithms and artificial intelligence are applied to enhance and individualize maternal, neonatal and perinatal care. Here, we introduce a pharmacometrics-based mathematical-statistical computer program (PMX-based algorithm) focusing on hyperbilirubinemia, a medical condition affecting half of all newborns. Independent datasets from two different centers consisting of total serum bilirubin measurements were utilized for model development (342 neonates, 1,478 bilirubin measurements) and validation (1,101 neonates, 3,081 bilirubin measurements), respectively. The mathematical-statistical structure of the PMX-based algorithm is a differential equation in the context of non-linear mixed effects modeling, together with Empirical Bayesian Estimation to predict bilirubin kinetics for a new patient. Several clinically relevant prediction scenarios were validated, i.e., prediction up to 24 h based on one bilirubin measurement, and prediction up to 48 h based on two bilirubin measurements. The PMX-based algorithm can be applied in two different clinical scenarios. First, bilirubin kinetics can be predicted up to 24 h based on one single bilirubin measurement with a median relative (absolute) prediction difference of 8.5% (median absolute prediction difference 17.4 μmol/l), and sensitivity and specificity of 95.7 and 96.3%, respectively. Second, bilirubin kinetics can be predicted up to 48 h based on two bilirubin measurements with a median relative (absolute) prediction difference of 9.2% (median absolute prediction difference 21.5 μmol/l), and sensitivity and specificity of 93.0 and 92.1%, respectively. In contrast to currently available nomogram-based static bilirubin stratification, the PMX-based algorithm presented here is a dynamic approach predicting individual bilirubin kinetics up to 48 h, an intelligent, predictive algorithm that can be incorporated in a clinical decision support tool. Such clinical decision support tools have the potential to benefit perinatal medicine facilitating personalized care of mothers and their born and unborn infants.
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- 2022
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18. Opinion Paper: Rationale for Supra-National Training in Neonatology
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Sven Wellmann, Manfred Künzel, Pascal Fentsch, Jean-Claude Fauchère, Heike Rabe, Tomasz Szczapa, Gabriel Dimitriou, Maximo Vento, and Charles C. Roehr
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education ,master degree ,physician ,neonate ,baby ,child ,Pediatrics ,RJ1-570 - Published
- 2022
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19. Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.
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Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, and Julia E. Vogt
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- 2022
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20. COVID-19 in 28-Week Triplets Caused by Intrauterine Transmission of SARS-CoV-2—Case Report
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Sigrid C. Disse, Tatiana Manuylova, Klaus Adam, Annette Lechler, Robert Zant, Karin Klingel, Christian Aepinus, Thomas Finkenzeller, Sven Wellmann, and Fritz Schneble
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vertical transmission ,case report ,triplets ,neonate ,SARS-CoV-2 ,preterm ,Pediatrics ,RJ1-570 - Abstract
Since the beginning of the COVID-19 pandemic, in-utero transmission of SARS-CoV-2 remains a rarity and only very few cases have been proven across the world. Here we depict the clinical, laboratory and radiologic findings of preterm triplets born at 28 6/7 weeks to a mother who contracted COVID-19 just 1 week before delivery. The triplets showed SARS-CoV-2 positivity right after birth, developed significant leukopenia and early-onset pulmonary interstitial emphysema. The most severely affected triplet I required 10 days of high-frequency oscillatory ventilation due to failure of conventional invasive ventilation, and circulatory support for 4 days. Despite a severe clinical course in two triplets (triplet I and II), clinical management without experimental, targeted antiviral drugs was successful. At discharge home, the triplets showed no signs of neurologic or pulmonary sequelae. Placental immunohistology with SARS-CoV-2 N-protein localized strongly to syncytiotrophoblast cells and, to a lesser extent, to fetal Hofbauer cells, proving intrauterine virus transmission. We discuss the role of maternal viremia as a potential risk factor for vertical transmission. To the best of our knowledge, our report presents the earliest unequivocally confirmed prenatal virus transmission in long-term surviving children, i.e., at the beginning of the third trimester.
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- 2021
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21. Apparent life-threatening events and brief resolved unexplained events: management of children at a Swiss tertiary care center
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Katrina S. Evers, Sven Wellmann, Birgit C. Donner, and Nicole Ritz
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Medicine - Abstract
AIMS OF THE STUDY: Apparent life threatening events (ALTEs) are highly stressful situations for the caregiver and commonly result in presentation of the child to an emergency department. As the events are usually brief and resolve in a short period of time, the entity is now called a brief resolved unexplained event (BRUE). Updated recommendations have been published in recent years on the management of BRUE, including a risk stratification to identify those at lower risk for subsequent events or severe underlying disorders. The aim of this study was to describe the epidemiology of ALTE and BRUE at our hospital and detail clinical practice of management in this population in a tertiary care children’s hospital in Switzerland. METHODS: We retrospectively analysed all cases of children with an ALTE or BRUE admitted to the University Children’s Hospital Basel between September 2009 and April 2018, identified using ICD-10GM coding. Electronic health records were used to extract data on diagnostic procedures, duration of admission and outcome. Infants with a lower-risk BRUE (defined as age >60 days and
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- 2021
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22. The use of antenatal corticosteroids for fetal maturation in COVID-19: clinical practice statement by WAPM-World Association of Perinatal Medicine and the PMF-Perinatal Medicine Foundation
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Themistoklis Dagklis, Cihat Şen, Ioannis Tsakiridis, Cecilia Villalaín, Karel Allegaert, Sven Wellmann, Satoshi Kusuda, Bernat Serra, Manuel Sanchez Luna, Erasmo Huertas, Nicola Volpe, Rodrigo Ayala, Nelly Jekova, Amos Grunebaum, and Milan Stanojevic
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Pediatrics ,RJ1-570 ,Gynecology and obstetrics ,RG1-991 - Abstract
This statement follows the mission of the World Association of Perinatal Medicine in collaboration with the Perinatal Medicine Foundation, bringing together groups and individuals throughout the world with the goal of improving the use of antenatal corticosteroids (ACS) for fetal maturation in Coronavirus Disease 2019 (COVID-19). Pregnant women with COVID-19 are at increased risk of hospitalization, admission to intensive care unit and mechanical ventilation compared to non-pregnant patients. Thus, obstetricians may face the dilemma of initiating maternal corticosteroid therapy for maternal indication while weighing its potential adverse effects on the fetus. As there is no evidence on the effect of betamethasone in pregnant women with COVID-19, dexamethasone should be preferably used for fetal maturation, if available. As a recommendation, for pregnant women with COVID-19 who are oxygen dependent or under mechanical ventilation and meet the criteria for ACS, the usual doses of dexamethasone should be administered, followed by oral prednisolone 40 mg OD or intravenous hydrocortisone 80 mg BD for up to 10 days.
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- 2022
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23. Impact of parturition on maternal cardiovascular and neuronal integrity in a high risk cohort – a prospective cohort study
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Katrina Suzanne Evers, Evelyn Annegret Huhn, Sotirios Fouzas, Christian Barro, Jens Kuhle, Urs Fisch, Luca Bernasconi, Olav Lapaire, and Sven Wellmann
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Parturition ,Brain ,Delivery ,Pregnancy ,Birth ,Surrogate marker ,Gynecology and obstetrics ,RG1-991 - Abstract
Abstract Background To better understand the profound multisystem changes in maternal physiology triggered by parturition, in particular in the underexplored neuronal system, by deploying a panel of pre- vs post-delivery maternal serum biomarkers, most notably the neuronal cytoskeleton constituent neurofilament light chain (NfL). This promising fluid biomarker is not only increasingly applied to investigate disease progression in numerous brain diseases, particularly in proteopathies, but also in detection of traumatic brain injury or monitoring neuroaxonal injury after ischemic stroke. Methods The study was nested within a prospective cohort study of pregnant women at risk of developing preeclampsia at the University Hospital of Basel. Paired ante- and postpartum levels of progesterone, soluble fms-like tyrosine kinase-1 (sFlt-1), placental growth factor (PlGF), mid-regional pro-atrial natriuretic peptide (MR-proANP), copeptin (CT-proAVP), and NfL were measured in 56 women with complete clinical data. Results Placental delivery significantly decreased all placental markers: progesterone 4.5-fold, PlGF 2.2-fold, and sFlt-1 1.7-fold. Copeptin and MR-proANP increased slightly (1.4- and 1.2-fold, respectively). Unexpectedly, NfL levels (median [interquartile range]) increased significantly post-partum: 49.4 (34.7–77.8) vs 27.7 (16.7–31.4) pg/ml (p
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- 2019
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24. RBM3 promotes neurogenesis in a niche-dependent manner via IMP2-IGF2 signaling pathway after hypoxic-ischemic brain injury
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Xinzhou Zhu, Jingyi Yan, Catherine Bregere, Andrea Zelmer, Tessa Goerne, Josef P. Kapfhammer, Raphael Guzman, and Sven Wellmann
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Science - Abstract
Therapeutic hypothermia is a potent tool in the treatment of neonatal hypoxic-ischemic (HI) injury, yet the underlying mechanisms remain unclear. Here, authors demonstrate how the RNA-binding motif protein RBM3, which is induced by mild cooling while global translation rate is slowed down, contributes substantially to neuroregeneration after adult HI injury, specifically in the subventricular zone and subgranular zone.
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- 2019
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25. Hyperoxia-induced lung structure–function relation, vessel rarefaction, and cardiac hypertrophy in an infant rat model
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Francesco Greco, Susanne Wiegert, Philipp Baumann, Sven Wellmann, Giovanni Pellegrini, and Vincenzo Cannizzaro
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Hyperoxia ,Bronchopulmonary dysplasia ,Animal model ,Respiratory system mechanics ,Forced oscillation technique ,Hysteresivity eta (η) ,Medicine - Abstract
Abstract Background Hyperoxia-induced bronchopulmonary dysplasia (BPD) models are essential for better understanding and impacting on long-term pulmonary, cardiovascular, and neurological sequelae of this chronic disease. Only few experimental studies have systematically compared structural alterations with lung function measurements. Methods In three separate and consecutive series, Sprague–Dawley infant rats were exposed from day of life (DOL) 1 to 19 to either room air (0.21; controls) or to fractions of inspired oxygen (FiO2) of 0.6, 0.8, and 1.0. Our primary outcome parameters were histopathologic analyses of heart, lungs, and respiratory system mechanics, assessed via image analysis tools and the forced oscillation technique, respectively. Results Exposure to FiO2 of 0.8 and 1.0 resulted in significantly lower body weights and elevated coefficients of lung tissue damping (G) and elastance (H) when compared with controls. Hysteresivity (η) was lower due to a more pronounced increase of H when compared with G. A positive structure–function relation was demonstrated between H and the lung parenchymal content of α-smooth muscle actin (α-SMA) under hyperoxic conditions. Moreover, histology and morphometric analyses revealed alveolar simplification, fewer pulmonary arterioles, increased α-SMA content in pulmonary vessels, and right heart hypertrophy following hyperoxia. Also, in comparison to controls, hyperoxia resulted in significantly lower plasma levels of vascular endothelial growth factor (VEGF). Lastly, rats in hyperoxia showed hyperactive and a more explorative behaviour. Conclusions Our in vivo infant rat model mimics clinical key features of BPD. To the best of our knowledge, this is the first BPD rat model demonstrating an association between lung structure and function. Moreover, we provide additional evidence that infant rats subjected to hyperoxia develop rarefaction of pulmonary vessels, augmented vascular α-SMA, and adaptive cardiac hypertrophy. Thus, our model provides a clinically relevant tool to further investigate diseases related to O2 toxicity and to evaluate novel pharmacological treatment strategies.
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- 2019
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26. Vasopressin but Not Oxytocin Responds to Birth Stress in Infants
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Sara Fill Malfertheiner, Evelyn Bataiosu-Zimmer, Holger Michel, Sotirios Fouzas, Luca Bernasconi, Christoph Bührer, and Sven Wellmann
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antidiuretic hormone ,copeptin ,oxytocin ,parturition ,children ,stress ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
ContextBirth triggers a large fetal neuroendocrine response, which is more pronounced in infants born vaginally than in those born by elective cesarean section (ECS). The two related peptides arginine vasopressin (AVP) and oxytocin (OT) play an essential role in peripheral and central stress adaptation and have a shared receptor mediating their function. Elevated cord blood levels of AVP and its surrogate marker copeptin, the C-terminal part of AVP prohormone, have been found after vaginal delivery (VD) as compared to ECS, while release of OT in response to birth is controversial. Moreover, AVP, copeptin and OT have not yet been measured simultaneously at birth.ObjectiveTo test the hypothesis that AVP but not OT levels are increased in infants arterial umbilical cord blood in response to birth stress and to characterize AVP secretion in direct comparison with plasma copeptin.MethodsIn a prospective single-center cross-sectional study, we recruited healthy women with a singleton pregnancy and more than 36 completed weeks of gestation delivering via VD or ECS (cesarean without prior uterine contractions or rupture of membranes). Arterial umbilical cord blood samples were collected directly after birth, centrifuged immediately and plasma samples were frozen. Concentrations of AVP and OT were determined by radioimmunoassay and that of copeptin by ultrasensitive immunofluorescence assay.ResultsA total of 53 arterial umbilical cord blood samples were collected, n = 29 from VD and n = 24 from ECS. Ten venous blood samples from pregnant women without stress were collected as controls. AVP and copeptin concentrations were significantly higher in the VD group than in the ECS group (both p < 0.001), median (range) AVP 4.78 (2.38–8.66) vs. 2.38 (1.79–3.88) (pmol/L), copeptin 1692 (72.1–4094) vs. 5.78 (3.14–17.97), respectively, (pmol/L). In contrast, there was no difference in OT concentrations (pmol/L) between VD and ECS, 6.00 (2.71–7.69) vs. 6.14 (4.26–9.93), respectively. AVP and copeptin concentrations were closely related (Rs = 0.700, p < 0.001) while OT did not show any correlation to either AVP or copeptin. In linear regression models, vaginal delivery and biochemical stress indicators, base deficit and pH, were independent predictors for both AVP and copeptin. OT was not linked to base deficit or pH.ConclusionVaginal birth causes a profound secretion of AVP and copeptin in infants. Whereas AVP indicates acute stress events, copeptin provides information on cumulative stress events over a longer period. In contrast, fetal OT is unaffected by birth stress. Thus, AVP signaling but not OT mediates birth stress response in infants. This unique hormonal activation in early life may impact neurobehavioral development in whole life.
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- 2021
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27. Using Machine Learning to Predict the Diagnosis, Management and Severity of Pediatric Appendicitis
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Ricards Marcinkevics, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, and Julia E. Vogt
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appendicitis ,pediatrics ,predictive medicine ,machine learning ,classification ,Pediatrics ,RJ1-570 - Abstract
Background: Given the absence of consolidated and standardized international guidelines for managing pediatric appendicitis and the few strictly data-driven studies in this specific, we investigated the use of machine learning (ML) classifiers for predicting the diagnosis, management and severity of appendicitis in children.Materials and Methods: Predictive models were developed and validated on a dataset acquired from 430 children and adolescents aged 0-18 years, based on a range of information encompassing history, clinical examination, laboratory parameters, and abdominal ultrasonography. Logistic regression, random forests, and gradient boosting machines were used for predicting the three target variables.Results: A random forest classifier achieved areas under the precision-recall curve of 0.94, 0.92, and 0.70, respectively, for the diagnosis, management, and severity of appendicitis. We identified smaller subsets of 6, 17, and 18 predictors for each of targets that sufficed to achieve the same performance as the model based on the full set of 38 variables. We used these findings to develop the user-friendly online Appendicitis Prediction Tool for children with suspected appendicitis.Discussion: This pilot study considered the most extensive set of predictor and target variables to date and is the first to simultaneously predict all three targets in children: diagnosis, management, and severity. Moreover, this study presents the first ML model for appendicitis that was deployed as an open access easy-to-use online tool.Conclusion: ML algorithms help to overcome the diagnostic and management challenges posed by appendicitis in children and pave the way toward a more personalized approach to medical decision-making. Further validation studies are needed to develop a finished clinical decision support system.
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- 2021
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28. Right ventricular function and vasoactive peptides for early prediction of bronchopulmonary dysplasia.
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Roland P Neumann, Sven M Schulzke, Christian Pohl, Sven Wellmann, Boris Metze, Ann-Katrin Burdensky, Vinzenz Boos, Payman Barikbin, Christoph Bührer, and Christoph Czernik
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Medicine ,Science - Abstract
BackgroundTo assess the prognostic value of early echocardiographic indices of right ventricular function and vasoactive peptides for prediction of bronchopulmonary dysplasia (BPD) or death in very preterm infants.MethodsProspective study involving 294 very preterm infants (median [IQR] gestational age 28.4 [26.4-30.4] weeks, birth weight 1065 [800-1380] g), of whom 57 developed BPD (oxygen supplementation at 36 weeks postmenstrual age) and 10 died. Tricuspid annular plane systolic excursion (TAPSE), right ventricular index of myocardial performance (RIMP), plasma concentrations of mid-regional pro-atrial natriuretic peptide (MR-proANP) and C-terminal pro-endothelin-1 (CT-proET1) were measured on day 7 of life.ResultsRIMP was significantly increased (median [IQR] 0.3 [0.23-0.38] vs 0.22 [0.15-0.29]), TAPSE decreased (median [IQR] 5.0 [5.0-6.0] vs 6.0 [5.4-7.0] mm), MR-proANP increased (median [IQR] 784 [540-936] vs 353 [247-625] pmol/L), and CT-proET1 increased (median [IQR] 249 [190-345] vs 199 [158-284] pmol/L) in infants who developed BPD or died, as compared to controls. All variables showed significant but weak correlations with each other (rS -0.182 to 0.359) and predicted BPD/death with similar accuracy (areas under receiver operator characteristic curves 0.62 to 0.77). Multiple regression revealed only RIMP and birth weight as independent predictors of BPD or death.ConclusionsVasoactive peptide concentrations and echocardiographic assessment employing standardized measures, notably RIMP, on day 7 of life are useful to identify preterm infants at increased risk for BPD or death.
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- 2021
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29. Serum Neurofilament Levels in Children With Febrile Seizures and in Controls
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Katrina S. Evers, Melanie Hügli, Sotirios Fouzas, Severin Kasser, Christian Pohl, Benjamin Stoecklin, Luca Bernasconi, Jens Kuhle, and Sven Wellmann
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neuronal biomarker ,convulsion ,epilepsy ,neurofilament ,paroxysmal ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
ObjectiveNeuroaxonal damage is reflected by serum neurofilament light chain (sNfL) values in a variety of acute and degenerative diseases of the brain. The aim of this study was to investigate the impact of febrile and epileptic seizures on sNfL, serum copeptin, and prolactin levels in children compared with children with febrile infections without convulsions.MethodsA prospective cross-sectional study was performed in children aging 6 months to 5 years presenting with fever (controls, n = 61), febrile seizures (FS, n = 78), or epileptic seizures (ES, n = 16) at our emergency department. sNfL, copeptin, and prolactin were measured within a few hours after the event in addition to standard clinical, neurophysiological, and laboratory assessment. All children were followed up for at least 1 year after presentation concerning recurrent seizures.ResultsSerum copeptin values were on average 4.1-fold higher in FS and 3.2-fold higher in ES compared with controls (both p < 0.01). Serum prolactin values were on average 1.3-fold higher in FS compared with controls ( p < 0.01) and without difference between ES and controls. There was no significant difference of mean sNfL values (95% CI) between all three groups, FS 21.7 pg/ml (19.6–23.9), ES 17.7 pg/ml (13.8–21.6), and controls 23.4 pg/ml (19.2–27.4). In multivariable analysis, age was the most important predictor of sNfL, followed by sex and C reactive protein. Neither the duration of seizures nor the time elapsed from seizure onset to blood sampling had an impact on sNfL. None of the three biomarkers were related to recurrent seizures.SignificanceSerum neurofilament light is not elevated during short recovery time after FS when compared with children presenting febrile infections without seizures. We demonstrate an age-dependent decrease of sNfL from early childhood until school age. In contrast to sNfL levels, copeptin and prolactin serum levels are elevated after FS.
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- 2020
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30. Ectopic Atrial Tachycardia in a 12-Month-Old Girl Treated With Ivabradine and Beta-Blocker, a Case Report
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Holger Michel, Frank Heißenhuber, Sven Wellmann, Michael Melter, and Stephan Gerling
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tachycardia ,atrial ,Ivabradine ,beta-blocker ,children ,case report ,Pediatrics ,RJ1-570 - Abstract
We report on a 12-month-old girl with an ectopic atrial tachycardia successfully treated with the combination of a beta blocking agent and Ivabradine that acts on cardiac pacemaker cells by selectively inhibiting the If channel. Standard therapy had failed to control the tachycardia before. No side effects attributable to Ivabradine were noticed. Due to its mechanism of action Ivabradine is a promising novel agent for the therapy of tachycardia due to increased automaticity. Reports on the use of Ivabradine in young children or infants are rare, but show promising results for congenital junctional ectopic tachycardia. This report adds the second case of ectopic atrial tachycardia in this age group and novel treatment with Ivabradine to the literature.
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- 2020
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31. Treated Cases of Retinopathy of Prematurity in Germany
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Pfeil, Johanna M., Barth, Teresa, Lagrèze, Wolf A., Lorenz, Birgit, Hufendiek, Karsten, Liegl, Raffael, Breuss, Helge, Bemme, Sebastian, Aisenbrey, Sabine, Glitz, Barbara, Süsskind, Daniela, Gabel-Pfisterer, Ameli, Skevas, Christos, Krohne, Tim U., Kakkassery, Vinodh, Bründer, Marie-Christine, Engelmann, Katrin, Guthoff, Rainer, Walter, Peter, Choritz, Lars, Stahl, Andreas, Michalewicz, Emilia, Baumgarten, Sabine, Lohmann, Tibor, Walter, Peter, Breuß, Helge, Retzlaff, Annekatrin, Bödemann, Melanie, Liegl, Marian, El Moussaoui, Laila, Aisenbrey, Sabine, Saßmannshausen, Marlene, Liegl, Raffael, Engelmann, Katrin, Goldammer, Imke, Fleischer, Ulrike, Ander, Annika, Tietz, Martin, Wienigk, Anja, Li, Jeany Q., Krohne, Tim U., Guthoff, Rainer, Khamees, Ala, Kaya, Sema, Höhn, Thomas, Lohmeier, Klaus, Franzel, Julia, Busik, Valentina, Mais, Christine, Bemme, Sebastian, Khattab, Mohammed, Lauermann, Peer, Meyer, Yulia, Dieks, Jana Katharina, Bründer, Marie-Christine, Grundel, Bastian, Grundel, Milena, Paul, Sebastian, Stahl, Andreas, Tayar, Allam, Heckmann, Matthias, Bahlmann, Hagen, Linnemann, Knud, Skevas, Christos, Hagenau, Felix, Spitzer, Martin, Herden, Jonas, Gröber, Thomas, Haar, Melanie, Mester, Nils, Brockmann, Dorothee, Tode, Jan, Hufendiek, Karsten, Framme, Carsten, Bohnhorst, Bettina, Böhne, Carolin, Peter, Corinna, Pirr, Sabine, Brosig, Anton, Gniesmer, Stefanie, Grisanti, Salvatore, Lüken, Sabine, Piria, Roya, Prasuhn, Michelle, Ranjbar, Mahdy, Rommel, Felix, Schiemenz, Christian, Kakkassery, Vinodh, Heckert, Anni, Choritz, Lars, Glitz, Barbara, Eter, Nicole, Falkenau, Silvia, Gabel-Pfisterer, Ameli, Lindenberg, Ann-Sophie, Mathias, Altmann, Barth, Teresa, Benedikt, Blüml, Isabel, Oberacher-Velten, Patrick, Peters, Herbert, Jägle, Horst, Helbig, Stephan, Döring, Anette, Keller-Wackerbauer, Jochen, Kittel, Holger, Michel, Hugo, Segerer, Sven, Wellmann, Süsskind, Daniela, Partsch, Michael, Völker, Michael, and Hagemann, Ulrike
- Abstract
To analyze changes in demographic parameters and retreatment patterns over a 10-year period in a clinical routine setting of infants with retinopathy of prematurity (ROP) requiring treatment documented in the German Retina.net ROP registry.
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- 2024
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32. The RNA-Binding Protein RBM3 Promotes Neural Stem Cell (NSC) Proliferation Under Hypoxia
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Jingyi Yan, Tessa Goerne, Andrea Zelmer, Raphael Guzman, Josef P. Kapfhammer, Sven Wellmann, and Xinzhou Zhu
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RBM3 ,CIRP ,oxygen ,neural stem cell ,cell cycle ,Biology (General) ,QH301-705.5 - Abstract
Neural stem cells (NSCs) reside physiologically in a hypoxic niche to maintain self-renewal and multipotency. Whereas mild hypoxia is known to promote NSC proliferation, severe hypoxia in pathological conditions exerts the reverse effect. The multi-functional RNA-binding protein RBM3 is abundant in NSCs and can be regulated by hypoxic exposure. Although RBM3 has been shown to accelerate cell growth in many cell types, whether and how it affects NSC proliferation in hypoxic environment remains largely unknown. In this study, we tested how RBM3 regulates cell proliferation under hypoxia in C17.2 mouse NSC cell line and in primary mouse NSCs from both the forebrain of postnatal day 0 (P0) mice and the subgranular zone (SGZ) of adult mice. Our results demonstrated that RBM3 expression was highly sensitive to hypoxia, and NSCs were arrested in G0/G1 phase by 5, 2.5, and 1% O2 treatment. When we overexpressed RBM3, hypoxia-induced cell cycle arrest in G0/G1 phase was relieved and more cell transit into S phase was observed. Furthermore, cell viability under hypoxia was also increased by RBM3. In contrast, in RBM3-depleted primary NSCs, less BrdU-incorporated cells were detected, indicating exacerbated cell cycle arrest in G1 to S phase transition. Instead, overexpressed RBM3 significantly increased proliferation ratio in primary NSCs. Our findings indicate RBM3 as a potential target to maintain the proliferation capacity of NSCs under hypoxia, which can be important in NSC-based therapies of acute brain injury and chronic neurodegenerative diseases.
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- 2019
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33. Increased von Willebrand factor parameters in children with febrile seizures.
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Astrid Pechmann, Sven Wellmann, Benjamin Stoecklin, Marcus Krüger, and Barbara Zieger
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Medicine ,Science - Abstract
IntroductionPrimary blood coagulation and wound sealing are orchestrated by von Willebrand factor (VWF), a large multimeric glycoprotein. Upon release of arginine vasopressin (AVP), VWF containing high molecular weight multimers is secreted. By measuring copeptin, the C-terminal part of the AVP prohormone, we recently found strongly increased AVP levels in children with febrile seizures (FS) as compared to children with fever but without seizures. It is unknown if increased AVP levels in FS are of any biological function. Therefore, our a priori hypothesis was that children with FS have increased VWF parameters in parallel with higher AVP levels.MethodsWe conducted a prospective, cross-sectional study of children aged between 6 months and 5 years. Children that presented at our emergency department with fever or a recent FS (within four hours) were evaluated to be included to the study. We measured serum copeptin and VWF parameters, including analyses of VWF:Antigen (WVF:Ag), VWF:collagen binding activity (VWF:CB) and VWF multimers in children with FS, febrile infections without seizures and additionally, in a non-febrile control group.ResultsWe included 54 children in our study, 30 with FS, 10 in the febrile control group, and 14 in the non-febrile control group. Serum copeptin levels were significantly higher in children with FS (median [IQR] 24.73 pmol/l [13.65-68.65]) compared to the febrile control group (5.66 pmol/l [4.15-8.07], p = 0.002) and the non-febrile control group (4.78 pmol/l [3.33-5.3], pConclusionsOur results suggest that increased secretion of AVP in children with FS is associated with higher plasma levels of VWF parameters. Especially VWF:CB may serve as additional biomarker in the diagnosis of FS.
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- 2019
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34. Neurofilament Light Chain: Blood Biomarker of Neonatal Neuronal Injury
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Antoinette Depoorter, Roland P. Neumann, Christian Barro, Urs Fisch, Peter Weber, Jens Kuhle, and Sven Wellmann
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cerebral injury ,neuropathology ,biomarker ,infant ,parturition ,prematurity ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Neurofilament light chain (NfL) is a highly promising biomarker of neuroaxonal injury that has mainly been studied in adult neurodegenerative disease. Its involvement in neonatal disease remains largely unknown. Our aim was to establish NfL plasma concentrations in preterm and term infants in the first week of life.Methods: Plasma NfL was measured by single molecule array immunoassay in two neonatal cohorts: cohort 1 contained 203 term and preterm infants, median gestational age (GA) 37.9 weeks (interquartile range [IQR] 31.9–39.4), in whom venous and arterial umbilical cord blood was sampled at birth and venous blood at day of life (DOL) 3; cohort 2 contained 98 preterm infants, median GA 29.3 weeks (IQR 26.9–30.6), in whom venous blood was sampled at DOL 7.Results: Median NfL concentrations in venous blood increased significantly from birth (18.2 pg/mL [IQR 12.8–30.8, cohort 1]) to DOL 3 (50.9 pg/mL [41.3–100, cohort 1]) and DOL 7 (126 pg/mL [78.8–225, cohort 2]) (p < 0.001). In both cohorts NfL correlated inversely with birth weight (BW, Spearman's rho −0.403, p < 0.001, cohort 1; R −0.525, p < 0.001, cohort 2) and GA (R −0.271, p < 0.001, cohort 1; R −0.487, p < 0.001, cohort 2). Additional significant correlations were found for maternal age at delivery, preeclampsia, delivery mode, 5-min Apgar, duration of oxygen supplementation, sepsis, and brain damage (intraventricular hemorrhage or periventricular leukomalacia). Multivariable logistic regression analysis identified the independent predictors of NfL in cohort 1 as BW (beta = −0.297, p = 0.003), delivery mode (beta = 0.237, p = 0.001) and preeclampsia (beta = 0.183, p = 0.022) and in cohort 2 as BW (beta = −0.385, p = 0.001) and brain damage (beta = 0.222, p = 0.015).Conclusion: Neonatal NfL levels correlate inversely with maturity and BW, increase during the first days of life, and relate to brain injury factors such as intraventricular hemorrhage and periventricular leukomalacia, and also to vaginal delivery.
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- 2018
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35. Symptomatic Congenital Cytomegalovirus Infection in Children of Seropositive Women
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Ines Mack, Marie-Anne Burckhardt, Ulrich Heininger, Friederike Prüfer, Sven Schulzke, and Sven Wellmann
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cytomegalovirus infections ,pregnancy ,hearing loss ,calcification ,blueberry muffin ,magnetic resonance imaging ,Pediatrics ,RJ1-570 - Abstract
Cytomegalovirus (CMV) is the most frequent congenital virus infection worldwide. The risk of congenital CMV (cCMV) transmission is highest in seronegative women who acquire primary CMV infection during pregnancy. A growing body of evidence indicates that secondary CMV infections in pregnant women with preconceptual immunity (either through reactivation of latent virus or re-infection with a new strain of CMV) contribute to a much greater proportion of symptomatic cCMV than was previously thought. Here, we describe a case of symptomatic cCMV infection in the newborn of a woman with proven immunity prior to pregnancy. Diagnosis was confirmed by CMV PCR from amniotic fluid and fetal MR imaging. The newborn presented with typical cCMV symptoms including jaundice, hepatosplenomegaly, cholestasis, petechiae, small head circumference, and sensorineural hearing loss, the most common neurologic sequela. CMV was detected in infant blood and urine by PCR, and intravenous ganciclovir was initiated and continued orally for 6 weeks totally. Apart from persisting right-sided deafness, the child exhibited normal neurological development up through the last follow-up at 4.5 years. To date, the most effective strategy to prevent vertical CMV transmission is hygiene counseling for women of childbearing age, which, in our case, and in concordance with recent literature, applies to seronegative, as well as seropositive, women. Once an expecting mother shows seroconversion or signs of an active CMV infection, there are no established procedures to reduce the risk of transmission, or therapeutic options for the fetus with signs of infection. After birth, symptomatic infants can be treated with ganciclovir to inhibit viral replication and improve hearing ability and neurodevelopmental outcome. A comprehensive review of the literature, including our case study, reveals the most current and significant diagnostic and treatment options available. In conclusion, the triad of maternal hygiene counseling, postnatal hearing screening of all newborns, followed by CMV PCR in symptomatic infants, and antiviral therapy of infants with symptomatic cCMV provides an outline of best practice to reduce the burden of CMV transmission sequelae.
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- 2017
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36. Stem-cell therapy in neonates - an option?
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Sven Wellmann
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Pediatrics, Perinatology and Child Health ,Obstetrics and Gynecology - Abstract
Within the fast-growing field of regenerative medicine stem-cell therapy is well established in various hematologic and immunologic diseases and has received a recent substantial boost from the introduction of gene editing and gene transfer technologies. In neonates, for example, regenerative medicine may benefit those with congenital or acquired disease due to prematurity or perinatal hypoxia-ischemia. We compare and contrast the two main approaches – autologous vs. allogeneic – and summarize the recent advances and applications of interventional stem-cell research in perinatally acquired disorders such as intraventricular hemorrhage, hypoxia-ischemia and stroke. After discussing stem-cell sources and routes of administration, we conclude by highlighting the key opportunities and obstacles in this exciting field.
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- 2022
37. Serum neurofilament light chain (sNfL) values in a large cross-sectional population of children with asymptomatic to moderate COVID-19
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Tobias, Geis, Susanne, Brandstetter, Antoaneta A, Toncheva, Otto, Laub, Georg, Leipold, Ralf, Wagner, Michael, Kabesch, Severin, Kasser, Jens, Kuhle, Sven, Wellmann, and Stephan, Gerling
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Adult ,0301 basic medicine ,medicine.medical_specialty ,Neurology ,Population ,610 Medizin ,Intermediate Filaments ,Neurofilament ,Asymptomatic ,03 medical and health sciences ,0302 clinical medicine ,Neurofilament Proteins ,Internal medicine ,Humans ,Medicine ,Child ,education ,Children ,ddc:610 ,education.field_of_study ,Original Communication ,biology ,medicine.diagnostic_test ,SARS-CoV-2 ,business.industry ,COVID-19 ,Brain ,COVID-19, Children, Brain, Neurology, Neurofilament ,Systemic Inflammatory Response Syndrome ,Cross-Sectional Studies ,030104 developmental biology ,Immunoassay ,Cohort ,biology.protein ,Population study ,Biomarker (medicine) ,Neurology (clinical) ,medicine.symptom ,Antibody ,business ,030217 neurology & neurosurgery - Abstract
Background Serum neurofilament light chain (sNfL) is an established biomarker of neuro-axonal damage in multiple neurological disorders. Raised sNfL levels have been reported in adults infected with pandemic coronavirus disease 2019 (COVID-19). Levels in children infected with COVID-19 have not as yet been reported. Objective To evaluate whether sNfL is elevated in children contracting COVID-19. Methods Between May 22 and July 22, 2020, a network of outpatient pediatricians in Bavaria, Germany, the Coronavirus antibody screening in children from Bavaria study network (CoKiBa), recruited healthy children into a cross-sectional study from two sources: an ongoing prevention program for 1–14 years, and referrals of 1–17 years consulting a pediatrician for possible infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We determined sNfL levels by single molecule array immunoassay and SARS-CoV-2 antibody status by two independent quantitative methods. Results Of the 2652 included children, 148 (5.6%) were SARS-CoV-2 antibody positive with asymptomatic to moderate COVID-19 infection. Neurological symptoms—headache, dizziness, muscle aches, or loss of smell and taste—were present in 47/148 cases (31.8%). Mean sNfL levels were 5.5 pg/ml (SD 2.9) in the total cohort, 5.1 (SD 2.1) pg/ml in the children with SARS-CoV-2 antibodies, and 5.5 (SD 3.0) pg/ml in those without. Multivariate regression analysis revealed age—but neither antibody status, antibody levels, nor clinical severity—as an independent predictor of sNfL. Follow-up of children with pediatric multisystem inflammatory syndrome (n = 14) showed no association with sNfL. Conclusions In this population study, children with asymptomatic to moderate COVID-19 showed no neurochemical evidence of neuronal damage.
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- 2021
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38. Mesenchymal stem cell therapy in perinatal arterial ischemic stroke: systematic review of preclinical studies
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Verena Lehnerer, Anna Roidl, Olga Romantsik, Raphael Guzman, Sven Wellmann, and Matteo Bruschettini
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Pediatrics, Perinatology and Child Health - Abstract
Background Perinatal arterial ischemic stroke (PAIS) is a neurologic disorder leading to long-term complications. Mesenchymal stem cells (MSCs) have emerged as a novel therapeutic agent. This systematic review aims to determine the effects of stem cell-based interventions for the treatment of PAIS in preclinical studies. Methods We included all controlled studies on MSCs in neonatal animals with PAIS. Functional outcome was the primary outcome. The literature search was performed in February 2021. Results In the 20 included studies, MSCs were most frequently delivered via intracerebral injection (n = 9), 3 days after the induction of PAIS (n = 8), at a dose ranging from 5 × 104 to 5 × 106 cells. The meta-analysis showed an improvement on the cylinder rearing test (MD: −10.62; 95% CI: −14.38 to −6.86) and on the water maze test (MD: 1.31 MD; 95% CI: 0.80 to 1.81) in animals treated with MSCs compared to the control group animals. Conclusion MSCs appear to improve sensorimotor and cognitive performance in PAIS-injured animals; however, the certainty of the evidence is low. Registration of the protocol of preclinical studies, appropriate sample size calculation, rigorous randomization, and reporting of the data on animal sex and survival are warranted. PROSPERO registration number: CRD42021239642. Impact This is the first systematic review and meta-analysis of preclinical studies investigating the effects of MSCs in an experimental model of PAIS. MSCs appear to improve sensorimotor and cognitive performance in PAIS-injured neonatal animals. The certainty of the evidence is low due to high or unclear risk of bias in most domains.
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- 2022
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39. Early life serum neurofilament dynamics predict neurodevelopmental outcome of preterm infants
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Birgit Pimpel, Jens Kuhle, Annalisa Hauck, Andrew Atkinson, Katharina Goeral, Renate Fuiko, Katrin Klebermass-Schrehof, Monika Olischar, Michael Wagner, David Leppert, Angelika Berger, and Sven Wellmann
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Pediatrics ,medicine.medical_specialty ,Adolescent ,Neurodevelopment ,610 Medizin ,Intermediate Filaments ,Neurofilament ,Logistic regression ,Bayley Scales of Infant Development ,03 medical and health sciences ,Brain damage ,0302 clinical medicine ,Cerebrospinal fluid ,Interquartile range ,Neurofilament Proteins ,030225 pediatrics ,medicine ,Humans ,Prospective Studies ,Children ,ddc:610 ,Original Communication ,business.industry ,Cerebral infarction ,Infant, Newborn ,Biomarker ,medicine.disease ,Hydrocephalus ,Neurofilament · Brain damage · Neurodevelopment · Children · Biomarker ,Intraventricular hemorrhage ,Neurology ,Gestation ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Biomarkers ,Infant, Premature - Abstract
Background and purpose To determine whether neurofilament light chain (NfL), a promising serum and cerebrospinal fluid (CSF) biomarker of neuroaxonal damage, predicts functional outcome in preterm infants with neonatal brain injury. Methods Our prospective observational study used a sensitive single-molecule array assay to measure serum and CSF NfL concentrations in preterm infants with moderate to severe peri/intraventricular hemorrhage (PIVH). We determined temporal serum and CSF NfL profiles from the initial diagnosis of PIVH until term-equivalent age and their association with clinical and neurodevelopmental outcome until 2 years of age assessed by Bayley Scales of Infant Development (3rd edition). We fitted univariate and multivariate logistic regression models to determine risk factors for poor motor and cognitive development. Results The study included 48 infants born at n = 25)-but not post-hemorrhagic hydrocephalus requiring external ventricular drainage (n = 29) nor any other impairment-was independently associated with sNfL. Multivariate logistic regression models identified sNfL as an independent predictor of poor motor outcome or death at 1 and 2 years. Conclusions Serum neurofilament light chain dynamics in the first weeks of life predict motor outcome in preterm infants with PIVH.
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- 2021
40. Improving Neonatal and Maternal Outcome by Inducing Mild Labor before Elective Cesarean Section: The Lacarus Randomized Controlled Trial
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Gwendolin Manegold-Brauer, Leonhard Schäffer, Tilo Burkhardt, Tina Fischer, Sven Wellmann, Sara Fill Malfertheiner, and Vincent D Gaertner
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medicine.medical_specialty ,Gestational Age ,Oxytocin ,law.invention ,Randomized controlled trial ,Pregnancy ,law ,Natural Birth ,Multicenter trial ,Clinical endpoint ,Humans ,Medicine ,Labor, Induced ,Fetus ,Cesarean Section ,Vaginal delivery ,business.industry ,Obstetrics ,Infant, Newborn ,Pediatrics, Perinatology and Child Health ,Gestation ,Female ,business ,Developmental Biology ,medicine.drug - Abstract
Background: Newborns delivered by elective cesarean section (CS) are at higher respiratory risk than those delivered vaginally or by CS proceeded by labor (secondary CS). The oxytocin challenge test (OCT) induces uterine contractions that trigger the release of fetal hormones regulating lung fluid clearance during transition from the uterine to an air-breathing environment. Objectives: The aim is to summarize current evidence and outline the Lacarus trial protocol. Methods: Literature review informed the design of a randomized placebo-controlled multicenter trial of OCT preceding elective CS in 1,450 women with a singleton pregnancy due for CS at >35 weeks gestation, without preceding contractions, rupture of the membranes, or antenatal steroids. OCT comprises the infusion of oxytocin 5 IU/500 mL Ringer lactate at a rate of 12 mL/h, doubling every 10 min until inducing 5 uterine contractions per 15-min interval. The primary endpoint is the occurrence of neonatal respiratory morbidity within 24 h after birth. Secondary endpoints include biochemical and physiological parameters of fetal and maternal well-being, such as breastfeeding rate and fetal plasma copeptin concentrations. Conclusion: This is the first trial to test the hypothesis that oxytocin-induced contractions before elective CS is a promising application of physiologic principles gleaned from natural birth to improve neonatal and maternal outcomes.
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- 2021
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41. Arginine vasopressin and copeptin in perinatology
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Katrina Suzanne Evers and Sven Wellmann
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Asphyxia ,Cesarean Section ,Pain ,stress ,Infant ,Newborn ,Pediatrics ,RJ1-570 - Abstract
Arginine vasopressin (AVP) plays a major role in the homeostasis of fluid balance, vascular tonus and the regulation of the endocrine stress response. The measurement of AVP levels is difficult due to its short half-life and laborious method of detection. Copeptin is a more stable peptide derived from the same precursor molecule, is released in an equimolar ratio to AVP and has a very similar response to osmotic, hemodynamic and stress-related stimuli. In fact, copeptin has been propagated as surrogate marker to indirectly determine circulating AVP concentrations in various conditions. Here, we present an overview of the current knowledge on AVP and copeptin in perinatology with a particular focus on the baby’s transition from placenta to lung breathing. We performed a systematic review of the literature on fetal stress hormone levels, including norepinephrine, cortisol, AVP and copeptin, in regard to birth stress. Finally, diagnostic and therapeutic options for copeptin measurement and AVP functions are discussed.
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- 2016
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42. Postnatal SARS‐CoV‐2 infection and immunological reaction: A prospective family cohort study
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Michael Kabesch, Sebastian Häusler, Heike Buntrock-Doepke, Julia Preßler, Andreas Ambrosch, Sven Wellmann, and Sara Fill Malfertheiner
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Adult ,Male ,2019-20 coronavirus outbreak ,Pediatrics ,medicine.medical_specialty ,Adolescent ,Coronavirus disease 2019 (COVID-19) ,viruses ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Immunology ,Antibodies, Viral ,Disease Outbreaks ,Infectious Disease Transmission, Professional-to-Patient ,Young Adult ,COVID-19 Testing ,Germany ,medicine ,Humans ,Immunology and Allergy ,Pediatrics, Perinatology, and Child Health ,Prospective Studies ,skin and connective tissue diseases ,Letters to the Editor ,Letter to the Editor ,Cross Infection ,biology ,SARS-CoV-2 ,business.industry ,fungi ,Infant, Newborn ,COVID-19 ,Outbreak ,respiratory tract diseases ,body regions ,Perinatal Care ,Pediatrics, Perinatology and Child Health ,biology.protein ,Puerperal Infection ,Female ,Antibody ,business ,Biomarkers ,Cohort study - Abstract
The coronavirus disease 2019 (COVID‐19) caused by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) appears milder in children but little is known about neonates and about the chains of infections after delivery.1‐3 When in early March 2020 a midwife in our large maternity and perinatal center returned from vacation in Ischgl, Austria, she triggered a COVID‐19 outbreak affecting 36 midwives, nurses and doctors. We reported previously on the successful containment of this outbreak and characterized the clinical symptoms and immunoglobulin development in staff members exposed to SARS‐CoV‐2.4‐5
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- 2020
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43. Successful containment of Covid‐19 outbreak in a large maternity and perinatal center while continuing clinical service
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Samra Roth, Sebastian Häusler, Marco Weigl, Thomas Lang, Eva Juraschko, Sven Wellmann, Bernd Salzberger, Andreas Ambrosch, Michael Kabesch, Barbara Schmidt, and Susanne Brandstetter
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COVID19 ,610 Medizin ,Disease ,law.invention ,containment ,hygiene ,0302 clinical medicine ,Pregnancy ,Hygiene ,law ,containment, COVID19, hygiene, outbreak, pediatric, SARS-CoV-2 ,Germany ,Pandemic ,Immunology and Allergy ,Hand Hygiene ,030212 general & internal medicine ,Social isolation ,media_common ,ddc:610 ,Social distance ,Masks ,Perinatal Care ,Social Isolation ,Quarantine ,Original Article ,Female ,Medical emergency ,medicine.symptom ,Coronavirus Infections ,Health Personnel ,media_common.quotation_subject ,Pneumonia, Viral ,Immunology ,Hospitals, Maternity ,Betacoronavirus ,03 medical and health sciences ,medicine ,Humans ,Pediatrics, Perinatology, and Child Health ,Pandemics ,Service (business) ,outbreak ,SARS-CoV-2 ,business.industry ,COVID-19 ,Outbreak ,Original Articles ,medicine.disease ,pediatric ,030228 respiratory system ,Pediatrics, Perinatology and Child Health ,business - Abstract
With increasing number of SARS‐CoV‐2 infections and COVID‐19 patients to be taken care of by the health system, more and more health workers become affected by the disease. It has been reported that right from the beginning of the outbreak in Lombardy up to 20% of the doctors and nurses became infected. Under these circumstances, the regular operation of health institutions already suffering from a shortage of staff becomes difficult. This has led to complete or partial shutdowns of hospitals, either due to a lack of uninfected personnel or because of uncontrollable chains of infection endangering patients. In one of the largest university perinatal center in Bavaria with more than 3000 births per year, an outbreak of COVID‐19 occurred in March 2020, affecting 36 staff members, including doctors, nurses, and midwives. Here, we describe the outbreak and present the measures contributing to the successful containment of the outbreak within three weeks. At the same time, clinical services could be maintained, however, not without deployment of personnel exposed to employees infected with SARS‐CoV‐2. Apart from massive testing of personnel in pre‐defined phases and increased hygiene measures, including a general obligation to wear surgical face masks, we identified the need to monitor cases of illness across all groups of employees, to ensure social distancing within personnel and to evaluate contacts of clinical personnel outside of the hospital environment, in order to be able to interpret chains of infections and to disrupt them. Overall, only a bundle of measures is needed to contain such an outbreak.
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- 2020
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44. Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis
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Martin Stocker, Salhab el Helou, Luregn J Schlapbach, Juliette van Gijsel, Frans B Plötz, Jan Janota, René F Kornelisse, Dirk Lehnick, Niek B. Achten, Rob Moonen, Albertine E Donker, Urs Zimmerman, Wendy van Herk, Imant Daunhawer, Rita K van den Tooren-de Groot, Annemarie M. C. van Rossum, Angelique Hoffmann-Haringsma, Sven Wellmann, Madan Roy, Jantien W Wieringa, Laura H van der Meer-Kappelle, Frank A B A Schuerman, Sourabh Dutta, Maren Tomaske, Julia E. Vogt, Esther de Vries, Sintha D Sie, Amerik C. de Mol, Pediatric surgery, Amsterdam Reproduction & Development (AR&D), Pediatrics, Medical Microbiology & Infectious Diseases, Tranzo, Scientific center for care and wellbeing, Huisarts & Ziekenhuis, and General Paediatrics
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Microbiology (medical) ,Male ,BIRTH ,Population ,DURATION ,Diagnostic accuracy ,Machine learning ,computer.software_genre ,TERM ,THERAPY ,Sepsis ,Machine Learning ,SDG 3 - Good Health and Well-being ,Risk Factors ,Antibiotic therapy ,Secondary analysis ,INFECTION ,antibiotic therapy ,Medicine ,Humans ,Neonatal Early-Onset Sepsis ,Prospective Studies ,education ,education.field_of_study ,business.industry ,NEWBORNS ,Infant, Newborn ,Infant ,medicine.disease ,early-onset sepsis ,Anti-Bacterial Agents ,Infectious Diseases ,Increased risk ,C-Reactive Protein ,ROC Curve ,Background current ,Pediatrics, Perinatology and Child Health ,Female ,Artificial intelligence ,clinical signs ,Neonatal Sepsis ,business ,computer ,Biomarkers - Abstract
Background: Current strategies for risk stratification and prediction of neonatal early-onset sepsis (EOS) are inefficient and lack diagnostic performance. The aim of this study was to use machine learning to analyze the diagnostic accuracy of risk factors (RFs), clinical signs and biomarkers and to develop a prediction model for culture-proven EOS. We hypothesized that the contribution to diagnostic accuracy of biomarkers is higher than of RFs or clinical signs.Study Design: Secondary analysis of the prospective international multicenter NeoPInS study. Neonates born after completed 34 weeks of gestation with antibiotic therapy due to suspected EOS within the first 72 hours of life participated. Primary outcome was defined as predictive performance for culture-proven EOS with variables known at the start of antibiotic therapy. Machine learning was used in form of a random forest classifier.Results: One thousand six hundred eighty-five neonates treated for suspected infection were analyzed. Biomarkers were superior to clinical signs and RFs for prediction of culture-proven EOS. C-reactive protein and white blood cells were most important for the prediction of the culture result. Our full model achieved an area-under-the-receiver-operating-characteristic-curve of 83.41% (±8.8%) and an area-under-the-precision-recall-curve of 28.42% (±11.5%). The predictive performance of the model with RFs alone was comparable with random.Conclusions: Biomarkers have to be considered in algorithms for the management of neonates suspected of EOS. A 2-step approach with a screening tool for all neonates in combination with our model in the preselected population with an increased risk for EOS may have the potential to reduce the start of unnecessary antibiotics.
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- 2022
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45. The RNA-binding protein RBM3 is involved in hypothermia induced neuroprotection
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Sophorn Chip, Andrea Zelmer, Omolara O. Ogunshola, Ursula Felderhoff-Mueser, Cordula Nitsch, Christoph Bührer, and Sven Wellmann
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Brain ,Neuron ,Apoptosis ,Infant ,Asphyxia ,Hypoxia-ischemia ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Induced hypothermia is the only therapy with proven efficacy to reduce brain damage after perinatal asphyxia. While hypothermia down-regulates global protein synthesis and cell metabolism, low temperature induces a small subset of proteins that includes the RNA-binding protein RBM3 (RNA-binding motif protein 3), which has recently been implicated in cell survival. Here, immunohistochemistry of the developing postnatal murine brain revealed a spatio-temporal neuronal RBM3 expression pattern very similar to that of doublecortin, a marker of neuronal precursor cells. Mild hypothermia (32 °C) profoundly promoted RBM3 expression and rescued neuronal cells from forced apoptosis as studied in primary neurons, PC12 cells, and cortical organotypic slice cultures. Blocking RBM3 expression in neuronal cells by specific siRNAs significantly diminished the neuroprotective effect of hypothermia while vector-driven RBM3 over-expression reduced cleavage of PARP, prevented internucleosomal DNA fragmentation, and LDH release also in the absence of hypothermia. Together, neuronal RBM3 up-regulation in response to hypothermia apparently accounts for a substantial proportion of hypothermia-induced neuroprotection.
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- 2011
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46. Safety and Short-term Outcomes of High-Dose Erythropoietin in Preterm Infants With Intraventricular Hemorrhage: The EpoRepair Randomized Clinical Trial
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Sven, Wellmann, Cornelia F, Hagmann, Stefanie, von Felten, Leonard, Held, Katrin, Klebermass-Schrehof, Anita C, Truttmann, Claudia, Knöpfli, Jean-Claude, Fauchère, Christoph, Bührer, Hans Ulrich, Bucher, Christoph M, Rüegger, Alexandra, Thajer, and University of Zurich
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Male ,Infant, Newborn ,Infant ,610 Medicine & health ,General Medicine ,10060 Epidemiology, Biostatistics and Prevention Institute (EBPI) ,10027 Clinic for Neonatology ,10036 Medical Clinic ,Child, Preschool ,Brain Injuries ,Humans ,Birth Weight ,Infant, Very Low Birth Weight ,Female ,Erythropoietin ,Infant, Premature ,Cerebral Hemorrhage - Abstract
ImportanceIntraventricular hemorrhage (IVH) is a major cause of neonatal morbidity and mortality in preterm infants without a specific medical treatment to date.ObjectiveTo assess the safety and short-term outcomes of high-dose erythropoietin in preterm infants with IVH.Design, Setting, and ParticipantsBetween April 1, 2014, and August 3, 2018, a randomized double-blind clinical trial enrolled 121 preterm infants (gestational age InterventionsInfants received intravenous high-dose erythropoietin (2000 units/kg body weight) or placebo at 4 time points between weeks 1 and 4 of life.Main Outcomes and MeasuresSecondary outcomes included (1) mortality and morbidity rates and (2) brain magnetic resonance imaging findings at term-equivalent age (TEA). The primary outcome was the composite intelligence quotient at 5 years of age (not available before 2023).ResultsSixty infants (48% male [n = 29]) were randomly assigned to receive erythropoietin, and 61 infants (61% male [n = 37]) were randomly assigned to receive placebo. The median birth weight was 832 g (IQR, 687-990 g) in the erythropoietin group and 870 g (IQR, 680-1110 g) in the placebo group. Median gestation was 26.1 weeks (IQR, 24.8-27.3 weeks) in the erythropoietin group and 27.0 weeks (24.9–28.1 weeks) in the placebo group. The 2 groups had similar baseline characteristics and morbidities. Up to TEA, 10 newborns died (16.7%) in the erythropoietin group, and 5 newborns (8.2%) died in the placebo group (adjusted odds ratio, 2.24 [95% CI, 0.74-7.66]; P = .15). Infants receiving erythropoietin had higher mean hematocrit levels. Conventional magnetic resonance imaging at TEA for 100 infants showed no significant differences in global or regional brain injury scores.Conclusions and RelevanceThis preliminary report of a randomized clinical trial found no evidence that high-dose erythropoietin in preterm infants with IVH affects brain injury scores on conventional magnetic resonance imaging at TEA. Higher mortality in the erythropoietin group was not significant but should be reassessed based on future results from similar trials.Trial RegistrationClinicalTrials.gov Identifier: NCT02076373
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- 2022
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47. Serum neurofilament light chain for individual prognostication of disease activity in people with multiple sclerosis: a retrospective modelling and validation study
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Pascal Benkert, Stephanie Meier, Sabine Schaedelin, Ali Manouchehrinia, Özgür Yaldizli, Aleksandra Maceski, Johanna Oechtering, Lutz Achtnichts, David Conen, Tobias Derfuss, Patrice H Lalive, Christian Mueller, Stefanie Müller, Yvonne Naegelin, Jorge R Oksenberg, Caroline Pot, Anke Salmen, Eline Willemse, Ingrid Kockum, Kaj Blennow, Henrik Zetterberg, Claudio Gobbi, Ludwig Kappos, Heinz Wiendl, Klaus Berger, Maria Pia Sormani, Cristina Granziera, Fredrik Piehl, David Leppert, Jens Kuhle, Stefanie Aeschbacher, Muhamed Barakovic, Andreas Buser, Andrew Chan, Giulio Disanto, Marcus D'Souza, Renaud Du Pasquier, Oliver Findling, Riccardo Galbusera, Kevin Hrusovsky, Michael Khalil, Johannes Lorscheider, Amandine Mathias, Annette Orleth, Ernst-Wilhelm Radue, Reza Rahmanzadeh, Tim Sinnecker, Suvitha Subramaniam, Jochen Vehoff, Sven Wellmann, Jens Wuerfel, Chiara Zecca, and Laboratory Medicine
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Multiple Sclerosis ,Neurofilament Proteins ,Disease Progression ,Intermediate Filaments ,Humans ,Neurology (clinical) ,Multiple Sclerosis, Chronic Progressive ,Biomarkers ,Retrospective Studies - Abstract
Background: Serum neurofilament light chain (sNfL) is a biomarker of neuronal damage that is used not only to monitor disease activity and response to drugs and to prognosticate disease course in people with multiple sclerosis on the group level. The absence of representative reference values to correct for physiological age-dependent increases in sNfL has limited the diagnostic use of this biomarker at an individual level. We aimed to assess the applicability of sNfL for identification of people at risk for future disease activity by establishing a reference database to derive reference values corrected for age and body-mass index (BMI). Furthermore, we used the reference database to test the suitability of sNfL as an endpoint for group-level comparison of effectiveness across disease-modifying therapies. Methods: For derivation of a reference database of sNfL values, a control group was created, comprising participants with no evidence of CNS disease taking part in four cohort studies in Europe and North America. We modelled the distribution of sNfL concentrations in function of physiological age-related increase and BMI-dependent modulation, to derive percentile and Z score values from this reference database, via a generalised additive model for location, scale, and shape. We tested the reference database in participants with multiple sclerosis in the Swiss Multiple Sclerosis Cohort (SMSC). We compared the association of sNfL Z scores with clinical and MRI characteristics recorded longitudinally to ascertain their respective disease prognostic capacity. We validated these findings in an independent sample of individuals with multiple sclerosis who were followed up in the Swedish Multiple Sclerosis registry. Findings: We obtained 10 133 blood samples from 5390 people (median samples per patient 1 [IQR 1–2] in the control group). In the control group, sNfL concentrations rose exponentially with age and at a steeper increased rate after approximately 50 years of age. We obtained 7769 samples from 1313 people (median samples per person 6·0 [IQR 3·0–8·0]). In people with multiple sclerosis from the SMSC, sNfL percentiles and Z scores indicated a gradually increased risk for future acute (eg, relapse and lesion formation) and chronic (disability worsening) disease activity. A sNfL Z score above 1·5 was associated with an increased risk of future clinical or MRI disease activity in all people with multiple sclerosis (odds ratio 3·15, 95% CI 2·35–4·23; p
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- 2022
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48. Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care-Application to Neonatal Jaundice
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Gilbert Koch, Melanie Wilbaux, Severin Kasser, Kai Schumacher, Britta Steffens, Sven Wellmann, and Marc Pfister
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Pharmacology ,Pharmacology (medical) - Abstract
The field of medicine is undergoing a fundamental change, transforming towards a modern data-driven patient-oriented approach. This paradigm shift also affects perinatal medicine as predictive algorithms and artificial intelligence are applied to enhance and individualize maternal, neonatal and perinatal care. Here, we introduce a pharmacometrics-based mathematical-statistical computer program (PMX-based algorithm) focusing on hyperbilirubinemia, a medical condition affecting half of all newborns. Independent datasets from two different centers consisting of total serum bilirubin measurements were utilized for model development (342 neonates, 1,478 bilirubin measurements) and validation (1,101 neonates, 3,081 bilirubin measurements), respectively. The mathematical-statistical structure of the PMX-based algorithm is a differential equation in the context of non-linear mixed effects modeling, together with Empirical Bayesian Estimation to predict bilirubin kinetics for a new patient. Several clinically relevant prediction scenarios were validated, i.e., prediction up to 24 h based on one bilirubin measurement, and prediction up to 48 h based on two bilirubin measurements. The PMX-based algorithm can be applied in two different clinical scenarios. First, bilirubin kinetics can be predicted up to 24 h based on one single bilirubin measurement with a median relative (absolute) prediction difference of 8.5% (median absolute prediction difference 17.4 μmol/l), and sensitivity and specificity of 95.7 and 96.3%, respectively. Second, bilirubin kinetics can be predicted up to 48 h based on two bilirubin measurements with a median relative (absolute) prediction difference of 9.2% (median absolute prediction difference 21.5 μmol/l), and sensitivity and specificity of 93.0 and 92.1%, respectively. In contrast to currently available nomogram-based static bilirubin stratification, the PMX-based algorithm presented here is a dynamic approach predicting individual bilirubin kinetics up to 48 h, an intelligent, predictive algorithm that can be incorporated in a clinical decision support tool. Such clinical decision support tools have the potential to benefit perinatal medicine facilitating personalized care of mothers and their born and unborn infants.
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- 2021
49. Right ventricular function and vasoactive peptides for early prediction of bronchopulmonary dysplasia
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Vinzenz Boos, Payman Barikbin, Christian Pohl, Ann-Katrin Minke, Sven M. Schulzke, Christoph Czernik, Christoph Bührer, Boris Metze, Roland P. Neumann, and Sven Wellmann
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Male ,Pulmonology ,Physiology ,Peptide Hormones ,Cardiovascular Analysis ,Biochemistry ,Diagnostic Radiology ,Families ,Atrial natriuretic peptide ,Ultrasound Imaging ,Natriuretic peptide ,Medicine and Health Sciences ,Infant, Very Low Birth Weight ,Birth Weight ,Prospective Studies ,Prospective cohort study ,Children ,Bronchopulmonary Dysplasia ,Multidisciplinary ,Pulmonary Hypertension ,Endothelin-1 ,Radiology and Imaging ,Gestational age ,Up-Regulation ,Chemistry ,Bioassays and Physiological Analysis ,Physiological Parameters ,Echocardiography ,Area Under Curve ,Physical Sciences ,Cardiology ,Medicine ,Female ,Infants ,Atrial Natriuretic Factor ,Infant, Premature ,Research Article ,Chemical Elements ,medicine.medical_specialty ,medicine.drug_class ,Imaging Techniques ,Science ,Birth weight ,Gestational Age ,Research and Analysis Methods ,Diagnostic Medicine ,Natriuretic Peptide ,Internal medicine ,medicine ,Humans ,Myocardial Performance Index ,business.industry ,Body Weight ,Infant, Newborn ,Postmenstrual Age ,Biology and Life Sciences ,medicine.disease ,Pulmonary hypertension ,Hormones ,Oxygen ,Atrial Natriuretic Peptide ,ROC Curve ,Bronchopulmonary dysplasia ,Age Groups ,People and Places ,Ventricular Function, Right ,Population Groupings ,business ,Biomarkers - Abstract
BackgroundTo assess the prognostic value of early echocardiographic indices of right ventricular function and vasoactive peptides for prediction of bronchopulmonary dysplasia (BPD) or death in very preterm infants.MethodsProspective study involving 294 very preterm infants (median [IQR] gestational age 28.4 [26.4–30.4] weeks, birth weight 1065 [800–1380] g), of whom 57 developed BPD (oxygen supplementation at 36 weeks postmenstrual age) and 10 died. Tricuspid annular plane systolic excursion (TAPSE), right ventricular index of myocardial performance (RIMP), plasma concentrations of mid-regional pro-atrial natriuretic peptide (MR-proANP) and C-terminal pro-endothelin-1 (CT-proET1) were measured on day 7 of life.ResultsRIMP was significantly increased (median [IQR] 0.3 [0.23–0.38] vs 0.22 [0.15–0.29]), TAPSE decreased (median [IQR] 5.0 [5.0–6.0] vs 6.0 [5.4–7.0] mm), MR-proANP increased (median [IQR] 784 [540–936] vs 353 [247–625] pmol/L), and CT-proET1 increased (median [IQR] 249 [190–345] vs 199 [158–284] pmol/L) in infants who developed BPD or died, as compared to controls. All variables showed significant but weak correlations with each other (rS-0.182 to 0.359) and predicted BPD/death with similar accuracy (areas under receiver operator characteristic curves 0.62 to 0.77). Multiple regression revealed only RIMP and birth weight as independent predictors of BPD or death.ConclusionsVasoactive peptide concentrations and echocardiographic assessment employing standardized measures, notably RIMP, on day 7 of life are useful to identify preterm infants at increased risk for BPD or death.
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- 2021
50. Pharmacometrics and Machine Learning Partner to Advance Clinical Data Analysis
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Julia E. Vogt, Gilbert Koch, Sven Wellmann, Mélanie Wilbaux, Imant Daunhawer, and Marc Pfister
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Data Analysis ,Databases, Factual ,Computer science ,Decision tree ,MEDLINE ,Machine learning ,computer.software_genre ,030226 pharmacology & pharmacy ,Clinical decision support system ,Field (computer science) ,Article ,law.invention ,Machine Learning ,03 medical and health sciences ,0302 clinical medicine ,law ,Multidisciplinary approach ,Humans ,Pharmacology (medical) ,Pharmacology ,Clinical pharmacology ,business.industry ,Research ,Decision Trees ,Articles ,Pharmacometrics ,Random forest ,030220 oncology & carcinogenesis ,Pharmacology, Clinical ,Artificial intelligence ,business ,computer - Abstract
Clinical pharmacology is a multidisciplinary data sciences field that utilizes mathematical and statistical methods to generate maximal knowledge from data. Pharmacometrics (PMX) is a well‐recognized tool to characterize disease progression, pharmacokinetics, and risk factors. Because the amount of data produced keeps growing with increasing pace, the computational effort necessary for PMX models is also increasing. Additionally, computationally efficient methods, such as machine learning (ML) are becoming increasingly important in medicine. However, ML is currently not an integrated part of PMX, for various reasons. The goals of this article are to (i) provide an introduction to ML classification methods, (ii) provide examples for a ML classification analysis to identify covariates based on specific research questions, (iii) examine a clinically relevant example to investigate possible relationships of ML and PMX, and (iv) present a summary of ML and PMX tasks to develop clinical decision support tools., Clinical Pharmacology & Therapeutics, 107 (4), ISSN:0009-9236, ISSN:1532-6535
- Published
- 2020
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