Lilly M. Verhagen’s research while affiliated with Radboud University Medical Centre (Radboudumc) and other places

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Publications (12)


Effectiveness of the primary Bacillus Calmette-Guérin vaccine against the risk of Mycobacterium tuberculosis infection and tuberculosis disease: a meta-analysis of individual participant data
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December 2024

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112 Reads

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3 Citations

The Lancet Microbe

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Logan Stuck

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Frank G J Cobelens


Clinical and biochemical footprints of inherited metabolic diseases. XII. Immunological defects

April 2023

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27 Reads

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6 Citations

Molecular Genetics and Metabolism

Immunological problems are increasingly acknowledged manifestations in many inherited metabolic diseases (IMDs), ranging from exaggerated inflammation, autoimmunity and abnormal cell counts to recurrent microbial infections. A subgroup of IMDs, the congenital disorders of glycosylation (CDG), includes CDG types that are even classified as primary immunodeficiencies. Here, we reviewed the list of metabolic disorders reported to be associated with various immunological defects and identified 171 IMDs accompanied by immunological manifestations. Most IMDs are accompanied by immune dysfunctions of which immunodeficiency and infections, innate immune defects, and autoimmunity are the most common abnormalities reported in 144/171 (84%), 44/171 (26%) and 33/171 (19%) of IMDs with immune system involvement, respectively, followed by autoinflammation 17/171 (10%). This article belongs to a series aiming at creating and maintaining a comprehensive list of clinical and metabolic differential diagnoses according to organ system involvement.


BCG-Corona Study flow. Footnotes: (1) The first participant was enrolled on 24 March 2020 and the last participant on 23 April 2020. The last day of follow-up in the app was 27 March 2021, with additional participant information obtained via an online questionnaire to cover the period between 28 March 2021 and the last blood sampling date, if applicable. (2) Thirteen participants were not eligible: pregnancy (N = 4), severely immunocompromised state (N = 1), malignancy or lymphoma in the last 2 years (N = 1), active viral or bacterial infection (N = 2), recent or expected vaccination (N= 3), not hospital personnel caring for COVID-19 patient (N = 1), or Mycobacterium tuberculosis infection history (N = 1). (3) Of the 52 participants in the BCG group removed due to less than 80% diary app completion and no evidence of infection, 19 terminated study participation early at their own request, 10 became complete nonresponders prior to the end of the study for unknown reasons, 2 went on pregnancy leave, and 21 entered data inconsistently. An additional 16 participants never entered any data in the app. (4) Of the 70 participants in the placebo group removed due to less than 80% diary app completion and no evidence of infection, 33 terminated study participation early at their own request, 10 became complete nonresponders prior to the end of the study for unknown reasons, 6 terminated hospital employment, 3 went on pregnancy leave, and 18 entered data inconsistently. An additional 28 participants never entered any data in the app. The percentage of participants that completed less than 80% of the diary entries in the BCG group was not statistically different from the percentage in the placebo group (chi-squared P = 0.283). (5) An inconclusive episode was defined as anti-N seropositivity but not anti-S1 seropositivity at the end of period 2. The precentage of participants that we removed from the BCG group because they had inconclusive episodes only was not statistically different from the percentage in the placebo group (chi-squared P = 0.599). (6) N is the number of participants that participated in at least one sampling round at the end of the follow-up (chi-squared p = 0.237). (7) Events with a date were included in all analyses and events without a date in logistic regressions only.
Time-to-first event curves. Footnotes: (1) Self-reported episodes included proven episodes with and without seroconversion. (2) Sero-identified episodes included all possible episodes detected through serology that could be linked to a symptomatic period and therefore had a known episode infection date. (3) WHO mild episodes were further subcategorized into very mild and mild episodes (definitions can be found in Text S1 in the supplemental material). The WHO moderate episodes are not shown in time-to-event curves because there were only three episodes.
Baseline characteristics of the analysis population by study group
Outcomes during follow-up, by randomization group
Logistic regression and Cox proportional hazards models
BCG Vaccination of Health Care Workers Does Not Reduce SARS-CoV-2 Infections nor Infection Severity or Duration: a Randomized Placebo-Controlled Trial
  • Article
  • Full-text available

March 2023

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65 Reads

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23 Citations

Bacillus Calmette-Guerin (BCG) vaccination has been hypothesized to reduce severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, severity, and/or duration via trained immunity induction. Health care workers (HCWs) in nine Dutch hospitals were randomized to BCG or placebo vaccination (1:1) in March and April 2020 and followed for 1 year. They reported daily symptoms, SARS-CoV-2 test results, and health care-seeking behavior via a smartphone application, and they donated blood for SARS-CoV-2 serology at two time points. A total of 1,511 HCWs were randomized and 1,309 analyzed (665 BCG and 644 placebo). Of the 298 infections detected during the trial, 74 were detected by serology only. The SARS-CoV-2 incidence rates were 0.25 and 0.26 per person-year in the BCG and placebo groups, respectively (incidence rate ratio, 0.95; 95% confidence interval, 0.76 to 1.21; P = 0.732). Only three participants required hospitalization for SARS-CoV-2. The proportions of participants with asymptomatic, mild, or moderate infections and the mean infection durations did not differ between randomization groups. In addition, unadjusted and adjusted logistic regression and Cox proportional hazards models showed no differences between BCG and placebo vaccination for any of these outcomes. The percentage of participants with seroconversion (7.8% versus 2.8%; P = 0.006) and mean SARS-CoV-2 anti-S1 antibody concentration (13.1 versus 4.3 IU/mL; P = 0.023) were higher in the BCG than placebo group at 3 months but not at 6 or 12 months postvaccination. BCG vaccination of HCWs did not reduce SARS-CoV-2 infections nor infection duration or severity (ranging from asymptomatic to moderate). In the first 3 months after vaccination, BCG vaccination may enhance SARS-CoV-2 antibody production during SARS-CoV-2 infection. IMPORTANCE While several BCG trials in adults were conducted during the 2019 coronavirus disease epidemic, our data set is the most comprehensive to date, because we included serologically confirmed infections in addition to self-reported positive SARS-CoV-2 test results. We also collected data on symptoms for every day during the 1-year follow-up period, which enabled us to characterize infections in detail. We found that BCG vaccination did not reduce SARS-CoV-2 infections nor infection duration or severity but may have enhanced SARS-CoV-2 antibody production during SARS-CoV-2 infection in the first 3 months after vaccination. These results are in agreement with other BCG trials that reported negative results (but did not use serological endpoints), except for two trials in Greece and India that reported positive results but had few endpoints and included endpoints that were not laboratory confirmed. The enhanced antibody production is in agreement with prior mechanistic studies but did not translate into protection from SARS-CoV-2 infection.

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Figure 1: BCG-Corona Study Flow
BCG vaccination of healthcare workers does not reduce SARS-CoV-2 infections nor infection severity or duration: a randomised placebo-controlled trial

December 2022

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63 Reads

Background. Bacillus Calmette-Guerin (BCG) vaccination has been hypothesised to reduce SARS-CoV-2 infection, severity, and/or duration via trained immunity induction. Methods. Healthcare workers (HCWs) in 9 Dutch hospitals were randomised to BCG or placebo vaccination (1:1) in March/April 2020 and followed for one year. They reported daily symptoms, SARS-CoV-2 test results, and healthcare-seeking behaviour via a smartphone application, and donated blood for SARS-CoV-2 serology at two time points. Results. 1,511 HCWs were randomised and 1,309 analysed (665 BCG and 644 placebo). Of the 298 infections detected during the trial, 74 were detected by serology only. The SARS-CoV-2 incidence rates were 0.25 and 0.26 per person-year in the BCG and placebo groups, respectively (incidence rate ratio=0.95; 95% confidence interval 0.76-1.21; p=0.732). Only three participants required hospitalisation for COVID-19. The proportions of participants with asymptomatic, mild, or mild-to-moderate infections, and the mean infection durations, did not differ between randomisation groups. Unadjusted and adjusted logistic regression and Cox proportional hazards models showed no differences between BCG and placebo vaccination for any of these outcomes either. The percentage of participants with seroconversion (7.8% versus 2.8%; p=0.006) and mean anti-S1 antibody concentration (13.1 versus 4.3 IU/ml; p=0.023) were higher in the BCG than placebo group at 3 months but not at 6 or 12 months post-vaccination. Conclusions. BCG vaccination of HCWs did not reduce SARS-CoV-2 infections nor infection duration or severity (on a scale from asymptomatic to moderate). In the first 3 months after vaccination, BCG vaccination may enhance SARS-CoV-2 antibody production during SARS-CoV-2 infection.


TABLE 3 Continued
TABLE 4 Continued
Demographic and clinical characteristics of children and adolescents with tuberculosis (TB) included in this systematic review and individual patient data meta-analysis
Multivariate linear mixed-effects regression analyses of determinants affecting log-transformed area under the plasma concentration-time curve from 0 to 24 h post-dose (AUC 0-24 ) values for first-line antituberculosis drugs in children and adolescents
Global estimates and determinants of antituberculosis drug pharmacokinetics in children and adolescents: a systematic review and individual patient data meta-analysis

November 2022

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296 Reads

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22 Citations

European Respiratory Journal

Background: Suboptimal exposure to antituberculosis drugs has been associated with unfavourable treatment outcomes. We aimed to investigate estimates and determinants of first-line antituberculosis drug pharmacokinetics in children and adolescents at a global level. Methods: We systematically searched MEDLINE, Embase, and Web of Science (1990-2021) for pharmacokinetic studies of first-line antituberculosis drugs in children and adolescents. Individual patient data were obtained from authors of eligible studies. Summary estimates of total/extrapolated area under the plasma concentration-time curve (AUC0-24) and peak plasma concentration (Cmax) were assessed with random-effects models, normalised with current WHO-recommended paediatric doses. Determinants of AUC0-24 and Cmax were assessed with linear mixed-effects models. Results: Of 55 eligible studies, individual patient data were available for 39 (71%), including 1628 participants from 12 countries. Geometric means (95% CIs) of steady-state AUC0-24 were summarised for isoniazid (18.7 [15.5-22.6] h·mg·L-1), rifampicin (34.4 [29.4-40.3] h·mg·L-1), pyrazinamide (375.0 [339.9-413.7] h·mg·L-1), and ethambutol (8.0 [6.4-10.0] h·mg·L-1). Our multivariate models indicated that younger age (especially <2 years) and HIV-positive status were associated with lower AUC0-24 for all antituberculosis drugs, while severe malnutrition was associated with lower AUC0-24 for isoniazid and pyrazinamide. N-acetyltransferase 2 rapid acetylators had lower isoniazid AUC0-24 and slow acetylators had higher isoniazid AUC0-24 than intermediate acetylators. Determinants of Cmax were generally similar to those for AUC0-24. Conclusion: This study provides the most comprehensive estimates of plasma exposures to first-line antituberculosis drugs in children and adolescents. Key determinants of drug exposures were identified. These may be relevant for population-specific dose adjustment or individualised therapeutic drug monitoring.



Overview of sampling and timing of questionnaire: overview of timing sample collection and questionnaires sent to parents
Analysing the protection from respiratory tract infections and allergic diseases early in life by human milk components: the PRIMA birth cohort

February 2022

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165 Reads

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9 Citations

BMC Infectious Diseases

Background Many studies support the protective effect of breastfeeding on respiratory tract infections. Although infant formulas have been developed to provide adequate nutritional solutions, many components in human milk contributing to the protection of newborns and aiding immune development still need to be identified. In this paper we present the methodology of the “Protecting against Respiratory tract lnfections through human Milk Analysis” (PRIMA) cohort, which is an observational, prospective and multi-centre birth cohort aiming to identify novel functions of components in human milk that are protective against respiratory tract infections and allergic diseases early in life. Methods For the PRIMA human milk cohort we aim to recruit 1000 mother–child pairs in the first month postpartum. At one week, one, three, and six months after birth, fresh human milk samples will be collected and processed. In order to identify protective components, the level of pathogen specific antibodies, T cell composition, Human milk oligosaccharides, as well as extracellular vesicles (EVs) will be analysed, in the milk samples in relation to clinical data which are collected using two-weekly parental questionnaires. The primary outcome of this study is the number of parent-reported medically attended respiratory infections. Secondary outcomes that will be measured are physician diagnosed (respiratory) infections and allergies during the first year of life. Discussion The PRIMA human milk cohort will be a large prospective healthy birth cohort in which we will use an integrated, multidisciplinary approach to identify the longitudinal effect human milk components that play a role in preventing (respiratory) infections and allergies during the first year of life. Ultimately, we believe that this study will provide novel insights into immunomodulatory components in human milk. This may allow for optimizing formula feeding for all non-breastfed infants.


Clinical experience with SARS CoV-2 related illness in children - hospital experience in Cape Town, South Africa

November 2020

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47 Reads

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46 Citations

Clinical Infectious Diseases

Background Children seem relatively protected from serious severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) related disease, but little is known about children living in settings with high tuberculosis and HIV burden. This study reflects clinical data on South African children with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Methods We collected clinical data of children aged younger than 13 years with laboratory confirmed SARS-CoV-2 presenting to Tygerberg Hospital, Cape Town between 17th of April and 24th of July 2020. Results Hundred and fifty-nine children (median age 48·0 months (interquartile range, IQR 12·0-106·0)) were included. Hospitalized children (n=62), median age of 13·5 months (IQR 1·8-43·5) were younger than children not admitted (n=97), median age 81·0 months (IQR 34·5-120·5, p< 0·01). Thirty-three of 159 (20·8%) children had pre-existing medical conditions. Fifty-one of 62 (82·3%) hospitalized children were symptomatic; lower respiratory tract infection was diagnosed in 21/51 (41·2%) and 11/16 (68·8%) children younger than 3 months of age. Respiratory support was required in 25/51 (49·0%) children; 13/25 (52·0%) children were younger than 3 months. One child was HIV infected and 11/51 (21·2%) were HIV exposed uninfected and 7/51 (13·7%) children had a recent or new diagnosis of tuberculosis. Conclusion Children less than 1 year of age hospitalized with SARS-CoV-2 in Cape Town frequently required respiratory support, the access to oxygen may be limited in some LMICs which could potentially drive morbidity and mortality. HIV infection was uncommon but a relationship between HIV exposure, tuberculosis and SARS-CoV-2 should be explored.


Risk factors for atopic diseases and recurrent respiratory tract infections in children

August 2020

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35 Reads

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42 Citations

Pediatric Pulmonology

Introduction The simultaneous increased prevalence of atopic diseases and decreased prevalence of infectious diseases might point to a linkbetween the two entities. Past work mainly focused on either atopic diseases or recurrent infections. We aim to investigatewhetherrisk factorsfor atopicdiseases(i.e. asthma, allergic rhinitis, atopic dermatitis and/orfood allergy)differ from risk factors for recurrent respiratory tract infections (RRTIs) in children. Methods Cross‐sectional data were used from 5517 children aged 1‐18 years who participated in an Electronic Portal for children between 2011 and 2019. Univariable/multivariable logistic regression analyses were performed to determine risk factors forany atopic disease and RRTIs. Results Children aged ≥5 years were more likely to have any atopic disease (adjusted Odds Ratio, OR, 1.50‐2.77)and less likely to have RRTIs (OR 0.68‐0.84) compared to children aged <5 years. Female sex (OR 0.72; 95% CI 0.63‐0.81), low birth weight (OR 0.74; 95% CI 0.57‐0.97) and dog ownership (OR 0.79; 95% CI 0.66‐0.95) reduced the odds of any atopic disease, but not ofRRTIs.Day care attendance (OR 1.22; 95% CI 1.02‐1.47) was associated with RRTIs, but not with atopic diseases. Afamily history of asthma, allergic rhinitis, atopic dermatitis and RRTIs was significantly associated with the same entity in children, with OR varying from 1.58 (95% CI 1.35‐1.85) in allergic rhinitis to 2.20 (95% CI 1.85‐2.61) in asthma. Conclusion Risk factors for atopic diseases are distinct from risk factors for RRTIs, suggesting that the changing prevalence of both entities is not related to shared risk factors. This article is protected by copyright. All rights reserved.


Citations (10)


... Age-specific incidences of tuberculosis in one-year age groups were calculated for individuals with a positive IGRA test, for those with a negative IGRA test, and for the entire modelled population regardless of the IGRA results. Tuberculosis vaccine trials and cohort studies in sites developed for such trials showed ARTI estimates between 2 and 3 % in Kenya and Tanzania [16,17], 4 % in Uganda [18], and 6 to 7 % in extremely high incidence settings in Western Cape, South Africa [8,19]. We therefore used 2-6 % as the range of ARTI values with 4 % as our primary value. ...

Reference:

Sample size efficiency of restricting participation in tuberculosis vaccine trials to interferon-gamma release assay-positive participants
Effectiveness of the primary Bacillus Calmette-Guérin vaccine against the risk of Mycobacterium tuberculosis infection and tuberculosis disease: a meta-analysis of individual participant data
  • Citing Article
  • December 2024

The Lancet Microbe

... The lifetime risk of developing TB for individuals with LTBI is estimated to be 5%-10%, especially in the first 2 years after initial infection. 2 Therefore, identifying and controlling LTBI is key to reducing the incidence of TB. 3 More than 40% of new TB cases globally in 2023 were under 25 years old. 4 Students are a key group in TB control in China, who are in close contact with each other for a long time, providing conditions for the spread of MTB. Once there is a contagious TB patient, it can easily lead to new infections and a TB outbreak. ...

Effectiveness of preventive treatment among different age groups and Mycobacterium tuberculosis infection status: a systematic review and individual-participant data meta-analysis of contact tracing studies
  • Citing Article
  • May 2024

The Lancet Respiratory Medicine

... The interplay between infections and the immunological status of patients with must be fully explained [8]. Although immunological complications are becoming in ingly prevalent due to numerous inborn errors of metabolism (IEMs), their characte and mechanisms are poorly known [11]. Thus, the main goal of this study was to e the serum levels of immunoglobulins and hematological parameters in PD patient ing metabolic compensation and decompensation states. ...

Clinical and biochemical footprints of inherited metabolic diseases. XII. Immunological defects
  • Citing Article
  • April 2023

Molecular Genetics and Metabolism

... Six of the twelve RCTs [10,12,18,20,21,23] were rated as of a low risk. One RCT [19] did not use a placebo for health care workers allocated to the unvaccinated group and, furthermore, the health care workers would easily determine that they were in the placebo group. ...

BCG Vaccination of Health Care Workers Does Not Reduce SARS-CoV-2 Infections nor Infection Severity or Duration: a Randomized Placebo-Controlled Trial

... Specifically, INH levels are influenced by genetic polymorphisms of N-acetyltransferase type 2 (NAT2) [14]. Two recent systematic reviews and meta-analyses have evaluated the effectiveness and pharmacokinetic profiles of firstline oral drugs for treating drug-susceptible TB in children and adolescents, following the 2009 WHO-recommended dosages [15,16]. Nearly all studies included in these analyses were conducted in high TB burden regions and reported significant rates of malnutrition, HIV co-infection, and other comorbidities. ...

Global estimates and determinants of antituberculosis drug pharmacokinetics in children and adolescents: a systematic review and individual patient data meta-analysis

European Respiratory Journal

... Recently, individual patient data meta-analysis study of a large amount of globally available data from children and adolescents with TB reported the most comprehensive estimates of plasma exposure (AUC 0-24h ) and peak concentrations (C max ) for first-line TB drugs and proposed reference exposure targets for children. 8 The above-mentioned study by Gafar et al. also found HIV infection to be associated with lower TB drug exposures. 8 In this study, we examined the effect of HIV infection on first-line TB drugs PK in Ghanaian children treated according to current WHO guidelines using the new pediatric dispersible FDCs. ...

Global Estimates and Determinants of Antituberculosis Drug Pharmacokinetics in Children and Adolescents: A Systematic Review and Individual Patient Data Meta-Analysis

SSRN Electronic Journal

... Together with antigen-specific molecules, non-antigen-specific immune components of breast milk such as cytokines, lactoferrin, and human milk oligosaccharides (HMOs) contribute to the protection of breastfed infants against respiratory viral pathogens. [31][32][33][34] It has been shown that the concentration of most innate immune components of breast milk decreases after 3-4 weeks of lactation. [35][36][37][38] Therefore, we speculate that nonantigen-specific immune components of breast milk might have been at least partially responsible for the absence of worsening of RSV-related outcomes in the neonatal population (≤28 DOL), but not in the infant one (29-60 DOL), after the onset of COVID-19 pandemic. ...

Analysing the protection from respiratory tract infections and allergic diseases early in life by human milk components: the PRIMA birth cohort

BMC Infectious Diseases

... Emerging data indicate that children and adolescents from African countries experience higher COVID-19-related morbidity and mortality, when compared with HIC. 31 32 Kitano et al reported on the differential impact of paediatric COVID-19 between HICs and low-income and middle-income countries (LMICs) in a systematic review. 33 The paediatric deaths and case fatality rate was significantly higher in LMICs. ...

Clinical experience with SARS CoV-2 related illness in children - hospital experience in Cape Town, South Africa
  • Citing Article
  • November 2020

Clinical Infectious Diseases

... Allergic diseases are caused by abnormal immune reactions triggered by allergen stimulation of the body [1], mainly including food allergies, asthma, atopic dermatitis (AD), allergic rhinitis (AR), conjunctivitis, and chronic rhinosinusitis with or without nasal polyposis (CRSwNP) [2][3][4]. Many studies have shown that a high incidence of allergic diseases is a notable risk factor for rautism spectrum disorders [5], tic disorders [6] and respiratory disorders [7], and these conditions merit considerable attention. ...

Risk factors for atopic diseases and recurrent respiratory tract infections in children

Pediatric Pulmonology

... A reduced aspartate level due to ketosis is involved in the stimulation of glutamate, which is further changed into glutamine. This glutamine assimilates by neuron cells and causes its conversion into GABA, which acts in an inhibitory manner to reduce oxidative stress [76]. KD also stimulates the overexpression of protein molecules, such as neuropeptides [77]. ...

GLUT1DS and the ketogenic diet

Journal of Inherited Metabolic Disease