Fungal infections pose a significant threat to individuals with compromised immune systems and despite advancements in diagnosis and treatment, they continue to jeopardize patient’s health.... Show moreFungal infections pose a significant threat to individuals with compromised immune systems and despite advancements in diagnosis and treatment, they continue to jeopardize patient’s health. Maximizing the effectiveness of existing antifungal drugs is imperative. Among these, fluconazole and posaconazole are commonly prescribed to treat severe and life-threatening fungal infections. In this thesis, among others, we aimed to understand better how well different posaconazole formulations are absorbed. Through computational modeling and simulation, we learned that posaconazole is best taken with food to reduce the risk of inadequate drug absorption and subsequent therapeutic failure. This applies not only to the suspension but also to the tablet, which results in higher and more predictable absorption even though it does not achieve concentrations similar to those upon intravenous administration. Fluconazole was studied in individuals with obesity. Our findings indicate that heavier adult males may require a higher dose to achieve the desired exposure. Consequently, we proposed dosing recommendations for treating obese patients. In summary, this research, a result of the long-term collaboration between Leiden University and Radboudumc, enhanced our knowledge of factors that reduce exposure to antifungal drugs, allowing us to guide how to individualize and optimize antifungal treatment in individual patients. Show less
Background: A new 72-channel receive array coil and sensitivity encoding, compressed (C-SENSE) and noncompressed (SENSE), were investigated to decrease the number of breath-holds (BHs) for cardiac... Show moreBackground: A new 72-channel receive array coil and sensitivity encoding, compressed (C-SENSE) and noncompressed (SENSE), were investigated to decrease the number of breath-holds (BHs) for cardiac magnetic resonance (CMR). Methods: Three-T CMRs were performed using the 72-channel coil with SENSE-2/4/6 and C-SENSE-2/4/6 accelerated short-axis cine two-dimensional balanced steady-state free precession sequences. A 16-channel coil with SENSE-2 served as reference. Ten healthy subjects were included. BH-time was kept under 15 s. Data were compared in terms of image quality, biventricular function, number of BHs, and scan times. Results: BHs decreased from 7 with C-SENSE-2 (scan time 70 s, 2 slices/BH) to 3 with C-SENSE-4 (scan time 42 s, 4-5 slices/BH) and 2 with C-SENSE-6 (scan time 28 s, 7 slices/BH). Compared to reference, image sharpness was similar for SENSE-2/4/6, slightly inferior for C-SENSE-2/4/6. Blood-to-myocardium contrast was unaffected. C-SENSE-4/6 was given lower qualitative median scores, but images were considered diagnostically adequate to excellent, with C-SENSE-6 suboptimal. Biventricular end-diastolic (EDV), end-systolic (ESV) and stroke volumes, ejection fractions (EF), cardiac outputs, and left ventricle (LV)-mass were similar for SENSE-2/4/6 with no systematic bias and clinically appropriate limits of agreements. C-SENSE slightly underestimated LV-EDV (-6.38 +/- 6.0 mL, p < 0.047), LV-ESV (-7.94 +/- 6.0 mL, p < 0.030) and overestimated LV-EF (3.16 +/- 3.10%; p < 0.047) with C-SENSE-4. Bland-Altman analyses revealed minor systematic biases in these variables with C-SENSE-2/4/6 and for LV-mass with C-SENSE-6. Conclusions: Using the 72-channel coil, short-axis CMR for quantifying biventricular function was feasible in two BHs where SENSE slightly outperformed C-SENSE. Show less
Wall, H.E.C. van der; Hassing, G.J.; Doll, R.J.; Westen, G.J.P. van; Cohen, A.F.; Selder, J.L.; ... ; Gal, P. 2022
ObjectiveThe aim of the present study was to develop a neural network to characterize the effect of aging on the ECG in healthy volunteers. Moreover, the impact of the various ECG features on aging... Show moreObjectiveThe aim of the present study was to develop a neural network to characterize the effect of aging on the ECG in healthy volunteers. Moreover, the impact of the various ECG features on aging was evaluated.Methods & resultsA total of 6228 healthy subjects without structural heart disease were included in this study. A neural network regression model was created to predict age of the subjects based on their ECG; 577 parameters derived from a 12‑lead ECG of each subject were used to develop and validate the neural network; A tenfold cross-validation was performed, using 118 subjects for validation each fold. Using SHapley Additive exPlanations values the impact of the individual features on the prediction of age was determined. Of 6228 subjects tested, 1808 (29%) were females and mean age was 34 years, range 18–75 years. Physiologic age was estimated as a continuous variable with an average error of 6.9 ± 5.6 years (R2 = 0.72 ± 0.04) . The correlation was slightly stronger for men (R2 = 0.74) than for women (R2 = 0.66). The most important features on the prediction of physiologic age were T wave morphology indices in leads V4 and V5, and P wave amplitude in leads AVR and II.ConclusionThe application of machine learning to the ECG using a neural network regression model, allows accurate estimation of physiologic cardiac age. This technique could be used to pick up subtle age-related cardiac changes, but also estimate the reversing of these age-associated effects by administered treatments. Show less
Kleij, L.A. van der; Vis, J.B. de; Bresser, J. de; Hendrikse, J.; Siero, J.C.W. 2020
The Monro-Kellie hypothesis (MKH) states that volume changes in any intracranial component (blood, brain tissue, cerebrospinal fluid) should be counterbalanced by a co-occurring opposite change to... Show moreThe Monro-Kellie hypothesis (MKH) states that volume changes in any intracranial component (blood, brain tissue, cerebrospinal fluid) should be counterbalanced by a co-occurring opposite change to maintain intracranial pressure within the fixed volume of the cranium. In this feasibility study, we investigate the MKH application to structural magnetic resonance imaging (MRI) in observing compensating intracranial volume changes during hypercapnia, which causes an increase in cerebral blood volume. Seven healthy subjects aged from 24 to 64 years (median 32), 4 males and 3 females, underwent a 3-T three-dimensional T1-weighted MRI under normocapnia and under hypercapnia. Intracranial tissue volumes were computed. According to the MKH, the significant increase in measured brain parenchymal volume (median 6.0 mL; interquartile range 4.5, 8.5; p = 0.016) during hypercapnia co-occurred with a decrease in intracranial cerebrospinal fluid (median -10.0 mL; interquartile range -13.5, -6.5; p = 0.034). These results convey several implications: (i) blood volume changes either caused by disorders, anaesthesia, or medication can affect outcome of brain volumetric studies; (ii) besides probing tissue displacement, this approach may assess the brain cerebrovascular reactivity. Future studies should explore the use of alternative sequences, such as three-dimensional T2-weighted imaging, for improved quantification of hypercapnia-induced volume changes. Show less
In the thesis I present a series of studies that focus on the use and optimization of use of low-dose ketamine in clinical practice by:(1) reviewing the proof for its use in alleviation and... Show moreIn the thesis I present a series of studies that focus on the use and optimization of use of low-dose ketamine in clinical practice by:(1) reviewing the proof for its use in alleviation and prevention of acute and chronic (cancer and non-cancer) pain;(2) testing a possible novel administration route of ketamine, i.e. inhalation;(3) applying ketamine in a novel indication: the use of the S-enantiomer as respiratory stimulant during opioid-induced respiratory depression;(4) studying the effect of a nitric oxide donor on ketamine (the racemic and S-ketamine variants) typical side effects that hamper it’s use in chronic pain therapy Show less
Conclusions that may be drawn from the data in this thesis: 1. The ideal drug for antagonism of respiratory depression has not yet been found. At present naloxone seems the most appropriate drug... Show moreConclusions that may be drawn from the data in this thesis: 1. The ideal drug for antagonism of respiratory depression has not yet been found. At present naloxone seems the most appropriate drug although reversal of respiratory depression coincides with loss of analgesia. New reversal agents acting via non-opioidergic pathways are under investigation and are aimed at reversal of opioid-induced respiratory depression without compromising analgesia. 2. Mathematical modelling of the non-steady state effects of respiratory depression by opioids yields comprehensible results. Still, despite adequate prediction of a drug's respiratory behaviour on a population level, the model does not allow individual prediction. 3. Utility functions may serve as a composite function to describe the effect-side effect profile of a drug. The utility function of fentanyl is predominantly negative except at low dose, indicating that for the dose tested the probability of respiratory depressions exceeds the probability for analgesia. 4. MR30365/07, an opioid acting at all three classical opioid receptors, produces in contrast to fentanyl ceiling in respiratory depression but not analgesia over the dose range tested. This effect remains to be validated in further studies. Show less
The studies in this thesis together show different ways of studying human pharmacology, give an impression of the current drug development in schizophrenia, and provide examples how human... Show moreThe studies in this thesis together show different ways of studying human pharmacology, give an impression of the current drug development in schizophrenia, and provide examples how human pharmacology can be applied in an early stage of drug development in healthy volunteers. The investigated compounds show that the main pharmacological focus in this area has shifted from psychosis to improvement of individual negative or cognitive symptom complexes, from direct receptor inhibition to indirect receptor modulation, and from single drug strategies to combination therapies, each targeted at different symptoms. We have tried to create a pharmacological fingerprint of the investigated compounds by making use of an intensive CNS test battery to measure effects in different functional domains of the brain and additional 'tools' (i.e. positive controls, dose escalation, PK-PD modeling and pharmacological challenge tests) to improve the reliability of the tests. This diversity of drug development strategies and range of neurotransmitters in schizophrenia reflects the increasing complexity of neuropharmacological hypotheses in this field. Despite these difficulties, incremental changes in drug characteristics and treatment strategies may well lead to the introduction of new classes or combinations of drugs in the future. Show less
