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2.
Diabetologia ; 67(1): 19-26, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38032368

ABSTRACT

In the last few decades, atherosclerotic cardiovascular disease (ASCVD) risk has decreased dramatically among individuals affected by familial hypercholesterolaemia (FH) as a result of the early initiation of statin treatment in childhood. Contemporaneously important improvements in care for people with diabetes have also been made, such as the prevention of mortality from acute diabetic complications. However, individuals with type 1 diabetes still have a two to eight times higher risk of death than the general population. In the last 20 years, a few landmark studies on excess mortality in people with type 1 diabetes, in particular young adults, have been published. Although these studies were carried out in different populations, all reached the same conclusion: individuals with type 1 diabetes have a pronounced increased risk of ASCVD. In this review, we address the role of lipid abnormalities in the development of ASCVD in type 1 diabetes and FH. Although type 1 diabetes and FH are different diseases, lessons could be learned from the early initiation of statins in children with FH, which may provide a rationale for more stringent control of dyslipidaemia in children with type 1 diabetes.


Subject(s)
Atherosclerosis , Cardiovascular Diseases , Diabetes Mellitus, Type 1 , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Hyperlipoproteinemia Type II , Child , Young Adult , Humans , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/drug therapy , Cardiovascular Diseases/epidemiology , Hyperlipoproteinemia Type II/complications , Hyperlipoproteinemia Type II/drug therapy , Hyperlipoproteinemia Type II/epidemiology , Atherosclerosis/drug therapy , Atherosclerosis/prevention & control , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use
3.
PLoS One ; 17(4): e0267140, 2022.
Article in English | MEDLINE | ID: mdl-35436301

ABSTRACT

BACKGROUND: The ability to accurately distinguish bacterial from viral infection would help clinicians better target antimicrobial therapy during suspected lower respiratory tract infections (LRTI). Although technological developments make it feasible to rapidly generate patient-specific microbiota profiles, evidence is required to show the clinical value of using microbiota data for infection diagnosis. In this study, we investigated whether adding nasal cavity microbiota profiles to readily available clinical information could improve machine learning classifiers to distinguish bacterial from viral infection in patients with LRTI. RESULTS: Various multi-parametric Random Forests classifiers were evaluated on the clinical and microbiota data of 293 LRTI patients for their prediction accuracies to differentiate bacterial from viral infection. The most predictive variable was C-reactive protein (CRP). We observed a marginal prediction improvement when 7 most prevalent nasal microbiota genera were added to the CRP model. In contrast, adding three clinical variables, absolute neutrophil count, consolidation on X-ray, and age group to the CRP model significantly improved the prediction. The best model correctly predicted 85% of the 'bacterial' patients and 82% of the 'viral' patients using 13 clinical and 3 nasal cavity microbiota genera (Staphylococcus, Moraxella, and Streptococcus). CONCLUSIONS: We developed high-accuracy multi-parametric machine learning classifiers to differentiate bacterial from viral infections in LRTI patients of various ages. We demonstrated the predictive value of four easy-to-collect clinical variables which facilitate personalized and accurate clinical decision-making. We observed that nasal cavity microbiota correlate with the clinical variables and thus may not add significant value to diagnostic algorithms that aim to differentiate bacterial from viral infections.


Subject(s)
Bacterial Infections , Microbiota , Respiratory Tract Infections , Virus Diseases , Bacterial Infections/drug therapy , C-Reactive Protein/metabolism , Humans , Nose/microbiology , Respiratory Tract Infections/drug therapy , Virus Diseases/diagnosis
4.
Nat Commun ; 13(1): 893, 2022 02 16.
Article in English | MEDLINE | ID: mdl-35173154

ABSTRACT

Broad-spectrum antibiotics for suspected early-onset neonatal sepsis (sEONS) may have pronounced effects on gut microbiome development and selection of antimicrobial resistance when administered in the first week of life, during the assembly phase of the neonatal microbiome. Here, 147 infants born at ≥36 weeks of gestational age, requiring broad-spectrum antibiotics for treatment of sEONS in their first week of life were randomized 1:1:1 to receive three commonly prescribed intravenous antibiotic combinations, namely penicillin + gentamicin, co-amoxiclav + gentamicin or amoxicillin + cefotaxime (ZEBRA study, Trial Register NL4882). Average antibiotic treatment duration was 48 hours. A subset of 80 non-antibiotic treated infants from a healthy birth cohort served as controls (MUIS study, Trial Register NL3821). Rectal swabs and/or faeces were collected before and immediately after treatment, and at 1, 4 and 12 months of life. Microbiota were characterized by 16S rRNA-based sequencing and a panel of 31 antimicrobial resistance genes was tested using targeted qPCR. Confirmatory shotgun metagenomic sequencing was executed on a subset of samples. The overall gut microbial community composition and antimicrobial resistance gene profile majorly shift directly following treatment (R2 = 9.5%, adjusted p-value = 0.001 and R2 = 7.5%, adjusted p-value = 0.001, respectively) and normalize over 12 months (R2 = 1.1%, adjusted p-value = 0.03 and R2 = 0.6%, adjusted p-value = 0.23, respectively). We find a decreased abundance of Bifidobacterium spp. and increased abundance of Klebsiella and Enterococcus spp. in the antibiotic treated infants compared to controls. Amoxicillin + cefotaxime shows the largest effects on both microbial community composition and antimicrobial resistance gene profile, whereas penicillin + gentamicin exhibits the least effects. These data suggest that the choice of empirical antibiotics is relevant for adverse ecological side-effects.


Subject(s)
Anti-Bacterial Agents/pharmacology , Bacteria/classification , Bacteria/isolation & purification , Gastrointestinal Microbiome/drug effects , Neonatal Sepsis/drug therapy , Amoxicillin-Potassium Clavulanate Combination/pharmacology , Anti-Bacterial Agents/adverse effects , Bifidobacterium/isolation & purification , Cefotaxime/pharmacology , Enterococcus/isolation & purification , Gastrointestinal Microbiome/genetics , Gentamicins/pharmacology , Humans , Infant, Newborn , Klebsiella/isolation & purification , Microbial Sensitivity Tests , Penicillins/pharmacology , RNA, Ribosomal, 16S/genetics
5.
Pediatr Diabetes ; 18(1): 45-50, 2017 02.
Article in English | MEDLINE | ID: mdl-26880282

ABSTRACT

OBJECTIVE: The aim of our study was to explore a possible relationship between proportion of basal insulin dose (%BD/T) and glycaemic control in children with type I diabetes on continuous subcutaneous insulin infusion (CSII) therapy. METHODS: All patients under the age of 18 with type I diabetes mellitus, treated in a general hospital in Utrecht, The Netherlands, who were on CSII therapy between 2000 and 2011 were selected for inclusion. All data as recorded during outpatient visits were retrospectively collected from patients' charts. Analyses were performed using R Statistical Software. RESULTS: Data of 847 outpatient visits of 78 patients [31 males (39.7%) and 47 females (60.3%)] were analyzed. Mean age at diagnosis was 7.1 ± 3.7 yr, mean age at start of pump therapy 10.1 ± 3.8 yr. Mean HbA1c before pump start was 8.3 ± 1.0%, median BMI standard deviation score for age and gender was 0.64 (-1.89-3.79). Median follow-up time per patient was 29 months with an average of 10 visits (range: 3-25). Multivariate analysis revealed that a change of 10% in %BD/T resulted in a decrease or increase of HbA1c of 0.22% [95% confidence interval (CI): 0.15-0.29). No significant effect was observed from SDS BMI, sex, or duration of diabetes. CONCLUSION: Low dose basal insulin infusion as a percentage of total insulin dose has a positive effect on metabolic outcome as expressed in HbA1c-levels. A change of 10% in %BD/T results in a decrease or increase of HbA1c of 0.22%. This supports the tendency to aim at the lowest basal insulin requirements in pump setting strategy.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 1/drug therapy , Insulin Infusion Systems , Insulin/administration & dosage , Adolescent , Blood Glucose/drug effects , Child , Child, Preschool , Diabetes Mellitus, Type 1/blood , Dose-Response Relationship, Drug , Female , Glycated Hemoglobin/analysis , Humans , Male , Retrospective Studies , Treatment Outcome
6.
BMC Med ; 11: 112, 2013 Apr 26.
Article in English | MEDLINE | ID: mdl-23622110

ABSTRACT

BACKGROUND: The cost-effectiveness of universal rotavirus (RV) vaccination is controversial in developed countries. As a result, RV vaccination programs do not currently exist in most European countries. Hospitalization is the main driver of RV disease costs, and prematurity, low birth weight (LBW) and underlying medical conditions have been associated with RV hospitalization and complications. We investigated the cost-effectiveness of targeted RV vaccination of high-risk infants and universal RV vaccination versus no vaccination. METHODS: Disease burden, mortality and healthcare costs of RV hospitalization for children with and without prematurity, LBW and congenital pathology were quantified in two hospital-based observational studies in the Netherlands. Cost-effectiveness analysis was based on an age-structured stochastic multi-cohort model of the Dutch population comparing universal RV vaccination and targeted vaccination of high-risk infants to no vaccination. The primary endpoint was the incremental cost-effectiveness ratio (ICER), with a threshold of €35,000/quality-adjusted life year (QALY) from the healthcare provider perspective. Sensitivity analyses included vaccine price and coverage, herd-immunity and QALY losses. RESULTS: A total of 936 children with RV infection were included. Prematurity, LBW and congenital pathology were associated with increased risks of RV hospitalization (relative risks (RR) ranging from 1.6 to 4.4), ICU admission (RR ranging from 4.2 to 7.9), prolonged hospital stay (1.5 to 3.0 excess days) and higher healthcare costs (€648 to €1,533 excess costs). Seven children succumbed due to RV complications, all belonging to the high-risk population. Targeted RV vaccination was highly cost-effective and potentially cost-saving from the healthcare provider perspective with ICERs below €20,000/QALY in all scenarios with total (undiscounted) annual healthcare costs between -€0.1 and €0.5 million/year. Results were most sensitive to mortality rates, but targeted vaccination remained highly cost-effective up to reductions of 90% compared to observed mortality. Universal RV vaccination was not considered cost-effective (mean ICER: €60,200/QALY) unless herd-immunity and caretaker QALY losses were included and vaccine prices were €60 at most (mean ICER: €21,309/QALY). CONCLUSION: We recommend targeted RV vaccination for high-risk infants in developed countries.


Subject(s)
Rotavirus Infections/economics , Rotavirus Infections/prevention & control , Rotavirus Vaccines/administration & dosage , Rotavirus Vaccines/economics , Vaccination/economics , Vaccination/methods , Adolescent , Case-Control Studies , Child , Child, Preschool , Cost of Illness , Cost-Benefit Analysis , Female , Health Care Costs , Humans , Infant , Infant, Newborn , Male , Models, Statistical , Netherlands/epidemiology , Retrospective Studies , Rotavirus Infections/epidemiology , Rotavirus Infections/mortality , Survival Analysis
7.
PLoS One ; 4(8): e6572, 2009 Aug 10.
Article in English | MEDLINE | ID: mdl-19668329

ABSTRACT

BACKGROUND: Different factors contribute to the onset of labor at term. In animal models onset of labor is characterized by an inflammatory response. The role of intrauterine inflammation, although implicated in preterm birth, is not yet established in human term labor. We hypothesized that intrauterine inflammation at term is associated with spontaneous onset of labor. METHODS/RESULTS: In two large urban hospitals in the Netherlands, a cross-sectional study of spontaneous onset term vaginal deliveries and elective caesarean sections (CS), without signs of labor, was carried out. Placentas and amniotic fluid samples were collected during labor and/or at delivery. Histological signs of placenta inflammation were determined. Amniotic fluid proinflammatory cytokine concentrations were measured using ELISA. A total of 375 women were included. In term vaginal deliveries, more signs of intrauterine inflammation were found than in elective CS: the prevalence of chorioamnionitis was higher (18 vs 4%, p = 0.02) and amniotic fluid concentration of IL-6 was higher (3.1 vs 0.37 ng/mL, p<0.001). Similar results were obtained for IL-8 (10.93 vs 0.96 ng/mL, p<0.001) and percentage of detectable TNF-alpha (50 vs 4%, p<0.001). CONCLUSIONS: This large cross-sectional study shows that spontaneous term delivery is characterized by histopathological signs of placenta inflammation and increased amniotic fluid proinflammatory cytokines.


Subject(s)
Delivery, Obstetric , Inflammation/physiopathology , Uterus/physiopathology , Vagina , Adult , Amniotic Fluid , Cross-Sectional Studies , Female , Humans , Netherlands , Pregnancy
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