95 results on '"Lange EC"'
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2. Methodological considerations of intracerebral microdialysis in pharmacokinetic studies on drug transport across the blood–brain barrier
- Author
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de Boer Ag, de Lange Ec, Douwe D. Breimer, and Meindert Danhof
- Subjects
Drug ,Microdialysis ,Magnetic Resonance Spectroscopy ,media_common.quotation_subject ,Pharmacology ,Blood–brain barrier ,Cerebrospinal fluid ,Pharmacokinetics ,In vivo ,Extracellular fluid ,medicine ,Animals ,Humans ,Tissue Distribution ,media_common ,Chemistry ,General Neuroscience ,Brain ,medicine.anatomical_structure ,Pharmaceutical Preparations ,Blood-Brain Barrier ,Autoradiography ,Neurology (clinical) ,Perfusion ,Tomography, Emission-Computed - Abstract
For the study of the pharmacokinetics of drugs in the brain a number of in vivo techniques is available, including autoradiography, imaging techniques, cerebrospinal fluid sampling and in vivo voltammetry, which all have their specific advantages and limitations. Intracerebral microdialysis is a relatively new in vivo technique. It permits monitoring of local concentrations of drugs and metabolites at specific sites in the brain which makes it an attractive tool for pharmacokinetic research. In the use of this technique a number of factors should be considered. These include: type of probe, surgical trauma, post-surgery interval, perfusion flow rate, as well as composition and temperature of the perfusion medium. In particular in studies on drug transport across the blood-brain barrier (BBB), effects of insertion of the probe on BBB functionality is important. It appears that BBB functionality is not significantly affected if surgical and experimental conditions are well-controlled. The relationship between dialysate concentrations and those in the extracellular fluid of the periprobe tissue, the recovery of the drug, depends on periprobe processes governing the actual concentration of the drug at that site. These include extracellular-microvascular exchange, metabolism, and diffusion of the drug. Several methods have been proposed to determine recovery values. In particular the no net flux method and the extended no net flux method are useful in practice. Several microdialysis studies on BBB transport of drugs are presented showing that intracerebral microdialysis is capable to assess local BBB transport profiles. Compared with other in vivo techniques, intracerebral microdialysis is the only (affordable) technique that offers the possibility to monitor local BBB transport of drugs in unanaesthetized animals, under physiological and pathological conditions.
- Published
- 1997
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3. White Paper: Landscape on Technical and Conceptual Requirements and Competence Framework in Drug/Disease Modeling and Simulation
- Author
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Vlasakakis, G, primary, Comets, E, additional, Keunecke, A, additional, Gueorguieva, I, additional, Magni, P, additional, Terranova, N, additional, Della Pasqua, O, additional, de Lange, EC, additional, and Kloft, C, additional
- Published
- 2013
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4. The role of P-glycoprotein in blood-brain barrier transport of morphine:transcortical microdialysis studies in mdr1a (-/-) and mdr1a (+/+) mice.
- Author
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Xie, R, Hammarlund-Udenaes, M, de Boer, AG, de Lange, EC, Xie, R, Hammarlund-Udenaes, M, de Boer, AG, and de Lange, EC
- Published
- 1999
5. The role of the efflux transporter P-glycoprotein in brain penetration of prednisolone
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Karssen, AM, primary, Meijer, OC, additional, van der Sandt, IC, additional, De Boer, AG, additional, De Lange, EC, additional, and De Kloet, ER, additional
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- 2002
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6. Exploring K p,uu,BBB values smaller than unity in remoxipride: A physiologically-based CNS model approach highlighting brain metabolism in drugs with passive blood-brain barrier transport.
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Zhang M, Vuist IM, Rottschäfer V, and de Lange EC
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- Animals, Rats, Biological Transport, Microdialysis methods, Male, Blood-Brain Barrier metabolism, Brain metabolism, Remoxipride metabolism, Remoxipride pharmacokinetics, Models, Biological
- Abstract
(aim): K
p,uu,BBB values are crucial indicators of drug distribution into the brain, representing the steady-state relationship between unbound concentrations in plasma and in brain extracellular fluid (brainECF). Kp,uu,BBB values < 1 are often interpreted as indicators of dominant active efflux transport processes at the blood-brain barrier (BBB). However, the potential impact of brain metabolism on this value is typically not addressed. In this study, we investigated the brain distribution of remoxipride, as a paradigm compound for passive BBB transport with yet unexplained brain elimination that was hypothesized to represent brain metabolism., (methods): The physiologically-based LeiCNS pharmacokinetic predictor (LeiCNS-PK model) was used to compare brain distribution of remoxipride with and without Michaelis-Menten kinetics at the BBB and/or brain cell organelle levels. To that end, multiple in-house (IV 0.7, 3.5, 4, 5.2, 7, 8, 14 and 16 mg kg-1 ) and external (IV 4 and 8 mg kg-1 ) rat microdialysis studies plasma and brainECF data were analysed., (results): The incorporation of active elimination through presumed brain metabolism of remoxipride in the LeiCNS-PK model significantly improved the prediction accuracy of experimentally observed brainECF profiles of this drug. The model integrated with brain metabolism in both barriers and organelles levels is named LeiCNS-PK3.5., (conclusion): For drugs with Kp,uu,BBB values < 1, not only the current interpretation of dominant BBB efflux transport, but also potential brain metabolism needs to be considered, especially because these may be concentration dependent. This will improve the mechanistic understanding of the processes that determine brain PK profiles., (Copyright © 2024. Published by Elsevier B.V.)- Published
- 2024
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7. Re-evaluating the relationship between female social bonds and infant survival in wild baboons.
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Creighton MJA, Lerch BA, Lange EC, Silk JB, Tung J, Archie EA, and Alberts SC
- Abstract
Over the past few decades studies have provided strong evidence that the robust links between the social environment, health, and survival found in humans also extend to non-human social animals. A number of these studies emphasize the early life origins of these effects. For example, in several social mammals, more socially engaged mothers have infants with higher rates of survival compared to less socially engaged mothers, suggesting that positive maternal social relationships causally improve offspring survival. Here we show that the relationship between infant survival and maternal sociality is confounded by previously underappreciated variation in female social behavior linked to changes in reproductive state and the presence of a live infant. Using data from a population of wild baboons living in the Amboseli basin of Kenya - a population where high levels of maternal sociality have previously been linked to improved infant survival - we find that infant- and reproductive state-dependent changes in female social behavior drive a statistically significant relationship between maternal sociality and infant survival. After accounting for these state-dependent changes in social behavior, maternal sociality is no longer positively associated with infant survival in this population. Our results emphasize the importance of considering multiple explanatory pathways-including third-variable effects-when studying the social determinants of health in natural populations., Competing Interests: DECLARATIONS OF INTEREST: None
- Published
- 2024
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8. Ornithine aspartate effects on bacterial composition and metabolic pathways in a rat model of steatotic liver disease.
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Lange EC, Rampelotto PH, Longo L, de Freitas LBR, Uribe-Cruz C, and Alvares-da-Silva MR
- Abstract
Background: Metabolic-dysfunction associated steatotic liver disease (MASLD) is a hepatic manifestation of metabolic syndrome. Studies suggest ornithine aspartate (LOLA) as drug therapy., Aim: To analyze the influence of LOLA intake on gut microbiota using a nutritional model of MASLD., Methods: Adult male Sprague Dawley rats were randomized into three groups: Control (10 rats fed with a standard diet), MASLD (10 rats fed with a high-fat and choline-deficient diet), and LOLA (10 rats receiving 200 mg/kg/d LOLA, after the 16
th week receiving high-fat and choline-deficient diet). After 28 wk of the experiment, animals were euthanized, and feces present in the intestine were collected. Following fecal DNA extraction, the V4 region of the 16S rRNA gene was amplified followed by sequencing in an Ion S5™ system., Results: Alpha and beta diversity metrics were comparable between MASLD and LOLA. 3 OTUs were differentially abundant between MASLD and LOLA, which belong to the species Helicobacter rodentium , Parabacteroides goldsteinii , and Parabacteroides distasonis . The functional prediction provided two different metabolic profiles between MASLD and LOLA. The 9 pathways differentially abundant in MASLD are related to a change in energy source, adenosine/purine nucleotides degradation as well as guanosine and adenosine deoxyribonucleotides biosynthesis. The 14 pathways differentially abundant in LOLA are associated with four major metabolic functions primarily influenced by L-aspartate, including tricarboxylic acid cycle pathways, purine/guanosine nucleotides biosynthesis, pyrimidine ribonucleotides biosynthesis and salvage as well as lipid IVA biosynthesis., Conclusion: Although LOLA had no influence on alpha and beta diversity in this nutritional model of MASLD, it was associated with changes in specific gut microbes and their related metabolic pathways., Competing Interests: Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article., (©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.)- Published
- 2024
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9. Corrigendum to "Does nonlinear blood-brain barrier transport matter for (lower) morphine dosing strategies?" [European Journal of Pharmaceutical Sciences 187 (2023) 106482].
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Gülave B, Budda D, Saleh MA, van Hasselt JC, and de Lange EC
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- 2024
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10. Environmental, sex-specific and genetic determinants of infant social behaviour in a wild primate.
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Lange EC, Griffin M, Fogel AS, Archie EA, Tung J, and Alberts SC
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- Humans, Animals, Female, Male, Papio, Sexual Behavior, Sex Characteristics, Grooming, Mammals, Social Behavior, Mothers
- Abstract
Affiliative social bonds are linked to fitness components in many social mammals. However, despite their importance, little is known about how the tendency to form social bonds develops in young animals, or if the timing of development is heritable and thus can evolve. Using four decades of longitudinal observational data from a wild baboon population, we assessed the environmental determinants of an important social developmental milestone in baboons-the age at which a young animal first grooms a conspecific-and we assessed how the rates at which offspring groom their mothers develops during the juvenile period. We found that grooming development differs between the sexes: female infants groom at an earlier age and reach equal rates of grooming with their mother earlier than males. We also found that age at first grooming for both sexes is weakly heritable ( h
2 = 0.043, 95% CI: 0.002-0.110). These results show that sex differences in grooming emerge at a young age; that strong, equitable social relationships between mothers and daughters begin very early in life; and that age at first grooming is heritable and therefore can be shaped by natural selection.- Published
- 2023
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11. Social and early life determinants of survival from cradle to grave: A case study in wild baboons.
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Tung J, Lange EC, Alberts SC, and Archie EA
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- Animals, Humans, Papio physiology, Longevity, Aging, Mammals, Ecosystem, Social Behavior
- Abstract
Field studies of natural mammal populations present powerful opportunities to investigate the determinants of health and aging using fine-grained observations of known individuals across the life course. Here, we synthesize five decades of findings from one such study: the wild baboons of the Amboseli ecosystem in Kenya. First, we discuss the profound associations between early life adversity, adult social conditions, and key aging outcomes in this population, especially survival. Second, we review potential mediators of the relationship between early life adversity and survival in our population. Notably, our tests of two leading candidate mediators-social isolation and glucocorticoid levels-fail to identify a single, strong mediator of early life effects on adult survival. Instead, early adversity, social isolation, and glucocorticoids are independently linked to adult lifespans, suggesting considerable scope for mitigating the negative consequences of early life adversity. Third, we review our work on the evolutionary rationale for early life effects on mortality, which currently argues against clear predictive adaptive responses. Finally, we end by highlighting major themes emerging from the study of sociality, development, and aging in the Amboseli baboons, as well as important open questions for future work., (Copyright © 2023 Elsevier Ltd. All rights reserved.)
- Published
- 2023
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12. A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior.
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Zeng S, Lange EC, Archie EA, Campos FA, Alberts SC, and Li F
- Abstract
In animal behavior studies, a common goal is to investigate the causal pathways between an exposure and outcome, and a mediator that lies in between. Causal mediation analysis provides a principled approach for such studies. Although many applications involve longitudinal data, the existing causal mediation models are not directly applicable to settings where the mediators are measured on irregular time grids. In this paper, we propose a causal mediation model that accommodates longitudinal mediators on arbitrary time grids and survival outcomes simultaneously. We take a functional data analysis perspective and view longitudinal mediators as realizations of underlying smooth stochastic processes. We define causal estimands of direct and indirect effects accordingly and provide corresponding identification assumptions. We employ a functional principal component analysis approach to estimate the mediator process and propose a Cox hazard model for the survival outcome that flexibly adjusts the mediator process. We then derive a g-computation formula to express the causal estimands using the model coefficients. The proposed method is applied to a longitudinal data set from the Amboseli Baboon Research Project to investigate the causal relationships between early adversity, adult physiological stress responses, and survival among wild female baboons. We find that adversity experienced in early life has a significant direct effect on females' life expectancy and survival probability, but find little evidence that these effects were mediated by markers of the stress response in adulthood. We further developed a sensitivity analysis method to assess the impact of potential violation to the key assumption of sequential ignorability. Supplementary materials accompanying this paper appear on-line.
- Published
- 2023
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13. Early life adversity and adult social relationships have independent effects on survival in a wild primate.
- Author
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Lange EC, Zeng S, Campos FA, Li F, Tung J, Archie EA, and Alberts SC
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- Animals, Humans, Adult, Interpersonal Relations, Social Behavior, Social Environment, Papio, Adverse Childhood Experiences
- Abstract
Adverse conditions in early life can have negative consequences for adult health and survival in humans and other animals. What variables mediate the relationship between early adversity and adult survival? Adult social environments represent one candidate: Early life adversity is linked to social adversity in adulthood, and social adversity in adulthood predicts survival outcomes. However, no study has prospectively linked early life adversity, adult social behavior, and adult survival to measure the extent to which adult social behavior mediates this relationship. We do so in a wild baboon population in Amboseli, Kenya. We find weak mediation and largely independent effects of early adversity and adult sociality on survival. Furthermore, strong social bonds and high social status in adulthood can buffer some negative effects of early adversity. These results support the idea that affiliative social behavior is subject to natural selection through its positive relationship with survival, and they highlight possible targets for intervention to improve human health and well-being.
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- 2023
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14. Changes in the gut microbiota of rats after exposure to the fungicide Mancozeb.
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Pezzini MF, Rampelotto PH, Dall'Agnol J, Guerreiro GTS, Longo L, Suarez Uribe ND, Lange EC, Álvares-da-Silva MR, and Joveleviths D
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- Rats, Male, Animals, Rats, Sprague-Dawley, RNA, Ribosomal, 16S genetics, Feces microbiology, Fungicides, Industrial, Gastrointestinal Microbiome
- Abstract
Mancozeb is a fungicide commonly used in pest control programs, especially to protect vineyards. Its toxicity has already been evidenced in several studies. However, its influence on the composition and diversity of the gut microbiota remains unknown. In this work, the adverse impact of Mancozeb on the intestinal microbiota was investigated using a rodent model. Adult male Sprague Dawley rats were randomized into three groups: Control (standard diet), MZ1 (Mancozeb dose: 250 mg/kg bw/day), and MZ2 (Mancozeb dose: 500 mg/kg bw/day). After 12 weeks of experiment, animals were euthanized, and feces present in the intestine were collected. After fecal DNA extraction, the V4 region of the 16S rRNA gene was amplified followed by sequencing in an Ion S5™ System. Alpha and beta diversity analysis showed significant differences between Control and Mancozeb groups (MZ1 e MZ2), but no difference between MZ1 and MZ2 was observed. Seven genera significantly increased in abundance following Mancozeb exposure, while five genera decreased. Co-occurrence analyses revealed that the topological properties of the microbial networks, which can be used to infer co-occurrence interaction patterns among microorganisms, were significantly lower in both groups exposed to Mancozeb when compared to Control. In addition, 23 differentially abundant microbial metabolic pathways were identified in Mancozeb-treated groups mainly related to a change in energy metabolism, LPS biosynthesis, and nucleotide biosynthesis. In conclusion, the exposure to Mancozeb presented side effects by changing the composition of the microbiota in rats, increasing bacterial diversity regardless of the dose used, reducing the interaction patterns of the microbial communities, and changing microbial metabolic pathways., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Elsevier Inc. All rights reserved.)
- Published
- 2023
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15. Can You Trust Who You See? The Evolution of Socially Cued Anticipatory Plasticity.
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Lange EC, Travis J, Hughes KA, and M'Gonigle LK
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- Animals, Cues, Selection, Genetic, Adaptation, Physiological, Biological Evolution, Models, Genetic, Phenotype, Social Environment, Social Learning
- Abstract
AbstractThe social environment can affect development and fitness. However, we do not know how selection acts on individuals that cue developmental pathways using features of the social environment. Socially cued anticipatory plasticity (SCAP) is a hypothetical strategy whereby juveniles use social cues to alter development to match their adult phenotype to the social environment that they expect to encounter. While intuitively appealing, the evolution of such plasticity is a puzzle, because the cue changes when individuals use it. Can socially cued plasticity evolve when such a feedback occurs? We use individual-based simulations to model evolution of SCAP in an environment that fluctuates between favoring each of two discrete phenotypes. We found that socially cued plasticity evolved, but only when strong selection acted on survival rather than on fecundity differences between adult phenotypes. In this case, the social cue reliably predicted which phenotype would be favored on maturation. Surprisingly, costs to plasticity increased the range of conditions under which it was adaptive. In the absence of costs, evolution led to a state where SCAP individuals could not effectively respond to environmental changes. Costs to plasticity lowered the proportion of the population that used SCAP, which in turn increased the reliability of the social cue and allowed individuals that used socially cued plasticity to switch between the favored phenotypes more consistently. Our results suggest that the evolution of adaptive plasticity in response to social cues may represent a larger class of problems in which evolution is hard to predict because of feedbacks among critical processes.
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- 2021
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16. Sex differences in the plasticity of life history in response to social environment.
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Lange EC, Ptacek MB, Travis J, and Hughes KA
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- Animals, Body Size, Female, Genotype, Life History Traits, Male, Phenotype, Poecilia genetics, Poecilia physiology, Sex Characteristics, Social Environment
- Abstract
Predicting how social environment affects life history variation is critical to understanding if, and when, selection favors alternative life history development, especially in systems in which social interactions change over time or space. Although sexual selection theory predicts that males and females should respond differently to variation in the social environment, few studies have examined the responses of both male and female phenotypes to the same gradient of social environment. In this study, we used a livebearing fish to determine how males and females altered their life histories in response to variation in the social environment during development. We found that both males and females delayed maturity and attained larger sizes when their social environment included adults, in contrast to developing in juvenile-only environments. The magnitude of this effect differed substantially between the sexes. The common pattern of response in the sexes suggested that life history trade-offs, rather than sexual selection, is responsible for these changes in life history expression. These effects make the relationship between genotype and phenotype depend strongly on the environment experienced by each individual. These results indicate that social environment is an important driver of life history variation in sailfin mollies and can be at least as important as abiotic effects., (© 2021 The Authors. Evolution © 2021 The Society for the Study of Evolution.)
- Published
- 2021
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17. How long-term studies reveal otherwise hidden phenomena: The Long-Term Animal Research Seminar Series.
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Zipple MN and Lange EC
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- Animals, Anthropology, Physical, Humans, Population Surveillance, Animal Experimentation, Biological Evolution, Biomedical Research
- Published
- 2021
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18. Synthesis and preliminary preclinical evaluation of fluorine-18 labelled isatin-4-(4-methoxyphenyl)-3-thiosemicarbazone ([ 18 F]4FIMPTC) as a novel PET tracer of P-glycoprotein expression.
- Author
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Verbeek J, Eriksson J, Syvänen S, Huisman M, Schuit RC, Molthoff CFM, Voskuyl RA, de Lange EC, Lammertsma AA, and Windhorst AD
- Abstract
Background: Several P-glycoprotein (P-gp) substrate tracers are available to assess P-gp function in vivo, but attempts to develop a tracer for measuring expression levels of P-gp have not been successful. Recently, (Z)-2-(5-fluoro-2-oxoindolin-3-ylidene)- N -(4-methoxyphenyl)hydrazine-carbothioamide was described as a potential selective P-gp inhibitor that is not transported by P-gp. Therefore, the purpose of this study was to radiolabel two of its analogues and to assess their potential for imaging P-gp expression using PET., Results: [
18 F]2-(4-fluoro-2-oxoindolin-3-ylidene)- N -(4-methoxyphenyl)hydrazine-carbothioamide ([18 F] 5 ) and [18 F]2-(6-fluoro-2-oxoindolin-3-ylidene)-N-(4-methoxyphenyl)hydrazine-carbothioamide ([18 F] 6 ) were synthesized and both their biodistribution and metabolism were evaluated in rats. In addition, PET scans were acquired in rats before and after tariquidar (P-gp inhibitor) administration as well as in P-gp knockout (KO) mice.Both [18 F] 5 and [18 F] 6 were synthesized in 2-3% overall yield, and showed high brain uptake in ex vivo biodistribution studies. [18 F] 6 appeared to be metabolically unstable in vivo, while [18 F] 5 showed moderate stability with limited uptake of radiolabelled metabolites in the brain. PET studies showed that transport of [18 F] 5 across the blood-brain barrier was not altered by pre-treatment with the P-gp inhibitor tariquidar, and uptake was significantly lower in P-gp KO than in wild-type animals and indeed transported across the BBB or bound to P-gp in endothelial cells., Conclusion: In conclusion, [18 F] 5 and [18 F] 6 were successfully and reproducibly synthesized, albeit with low radiochemical yields. [18 F] 5 appears to be a radiotracer that binds to P-gp, as showed in P-gp knock-out animals, but is not a substrate for P-gp., Competing Interests: All animal experiments were performed in compliance with the Dutch law on animal experimentation and approved by the local animal ethics committee (DEC).All authors gave their consent for publication, and please contact author for data requests.The authors declare that they have no competing interests.Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.- Published
- 2018
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19. Next-generation biomarker discovery in Alzheimer's disease using metabolomics - from animal to human studies.
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Hurtado MO, Kohler I, and de Lange EC
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- Alzheimer Disease diagnosis, Alzheimer Disease genetics, Animals, Humans, Mutation, Proteomics, Alzheimer Disease metabolism, Biomarkers metabolism, Metabolomics methods
- Abstract
Alzheimer's disease (AD) is a complex disease driven mainly by neuronal loss due to accumulation of intracellular neurofibrillary tangles and amyloid β aggregates in the brain. The diagnosis of AD currently relies on clinical symptoms while the disease can only be confirmed at autopsy. The few available biomarkers allowing for diagnosis are typically detected many years after the onset of the disease. New diagnostic approaches, particularly in easily-accessible biofluids, are essential. By providing an exhaustive information of the phenotype, metabolomics is an ideal approach for identification of new biomarkers. This review investigates the current position of metabolomics in the field of AD research, focusing on animal and human studies, and discusses the improvements carried out over the past decade.
- Published
- 2018
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20. Biomarkers in epilepsy-A modelling perspective.
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van Dijkman SC, Voskuyl RA, and de Lange EC
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- Animals, Anticonvulsants pharmacology, Anticonvulsants therapeutic use, Epilepsy drug therapy, Humans, Models, Biological, Treatment Outcome, Biomarkers metabolism, Epilepsy metabolism
- Abstract
Biomarkers can be categorised from type 0 (genotype or phenotype), through 6 (clinical scales), each level representing a part of the processes involved in the biological system and drug treatment. This classification facilitates the identification and connection of information required to fully (mathematically) model a disease and its treatment using integrated information from biomarkers. Two recent reviews thoroughly discussed the current status and development of biomarkers for epilepsy, but a path towards the integration of such biomarkers for the personalisation of anti-epileptic drug treatment is lacking. Here we aim to 1) briefly categorise the available epilepsy biomarkers and identify gaps, and 2) provide a modelling perspective on approaches to fill such gaps. There is mainly a lack of biomarker types 2 (target occupancy) and 3 (target activation). Current literature typically focuses on qualitative biomarkers for diagnosis and prediction of treatment response or failure, leaving a need for biomarkers that help to quantitatively understand the overall system to explain and predict differences in disease and treatment outcome. Due to the complexity of epilepsy, filling the biomarker gaps will require collaboration and expertise from the fields of systems biology and systems pharmacology., (Copyright © 2017 Elsevier B.V. All rights reserved.)
- Published
- 2017
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21. A novel CCR2 antagonist inhibits atherogenesis in apoE deficient mice by achieving high receptor occupancy.
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Bot I, Ortiz Zacarías NV, de Witte WE, de Vries H, van Santbrink PJ, van der Velden D, Kröner MJ, van der Berg DJ, Stamos D, de Lange EC, Kuiper J, IJzerman AP, and Heitman LH
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- Animals, Aorta drug effects, Aorta pathology, Apolipoproteins E deficiency, Atherosclerosis genetics, Atherosclerosis pathology, CHO Cells, Carotid Arteries drug effects, Carotid Arteries pathology, Cricetulus, Cyclopentanes pharmacokinetics, Diet, Atherogenic, Disease Models, Animal, Isoquinolines pharmacokinetics, Male, Mice, Monocytes metabolism, Monocytes pathology, Receptors, CCR2 metabolism, Apolipoproteins E genetics, Atherosclerosis drug therapy, Cyclopentanes pharmacology, Isoquinolines pharmacology, Receptors, CCR2 antagonists & inhibitors
- Abstract
CC Chemokine Receptor 2 (CCR2) and its endogenous ligand CCL2 are involved in a number of diseases, including atherosclerosis. Several CCR2 antagonists have been developed as potential therapeutic agents, however their in vivo clinical efficacy was limited. In this report, we aimed to determine whether 15a, an antagonist with a long residence time on the human CCR2, is effective in inhibiting the development of atherosclerosis in a mouse disease model. First, radioligand binding assays were performed to determine affinity and binding kinetics of 15a on murine CCR2. To assess the in vivo efficacy, western-type diet fed apoE
-/- mice were treated daily with 15a or vehicle as control. Treatment with 15a reduced the amount of circulating CCR2+ monocytes and the size of the atherosclerotic plaques in both the carotid artery and the aortic root. We then showed that the long pharmacokinetic half-life of 15a combined with the high drug concentrations ensured prolonged CCR2 occupancy. These data render 15a a promising compound for drug development and confirms high receptor occupancy as a key parameter when targeting chemokine receptors.- Published
- 2017
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22. A Generic Multi-Compartmental CNS Distribution Model Structure for 9 Drugs Allows Prediction of Human Brain Target Site Concentrations.
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Yamamoto Y, Välitalo PA, van den Berg DJ, Hartman R, van den Brink W, Wong YC, Huntjens DR, Proost JH, Vermeulen A, Krauwinkel W, Bakshi S, Aranzana-Climent V, Marchand S, Dahyot-Fizelier C, Couet W, Danhof M, van Hasselt JG, and de Lange EC
- Subjects
- Animals, Blood-Brain Barrier metabolism, Humans, Male, Models, Biological, Models, Theoretical, Rats, Rats, Wistar, Tissue Distribution physiology, Acetaminophen pharmacokinetics, Brain metabolism, Morphine pharmacokinetics
- Abstract
Purpose: Predicting target site drug concentration in the brain is of key importance for the successful development of drugs acting on the central nervous system. We propose a generic mathematical model to describe the pharmacokinetics in brain compartments, and apply this model to predict human brain disposition., Methods: A mathematical model consisting of several physiological brain compartments in the rat was developed using rich concentration-time profiles from nine structurally diverse drugs in plasma, brain extracellular fluid, and two cerebrospinal fluid compartments. The effect of active drug transporters was also accounted for. Subsequently, the model was translated to predict human concentration-time profiles for acetaminophen and morphine, by scaling or replacing system- and drug-specific parameters in the model., Results: A common model structure was identified that adequately described the rat pharmacokinetic profiles for each of the nine drugs across brain compartments, with good precision of structural model parameters (relative standard error <37.5%). The model predicted the human concentration-time profiles in different brain compartments well (symmetric mean absolute percentage error <90%)., Conclusions: A multi-compartmental brain pharmacokinetic model was developed and its structure could adequately describe data across nine different drugs. The model could be successfully translated to predict human brain concentrations.
- Published
- 2017
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23. Target-Site Investigation for the Plasma Prolactin Response: Mechanism-Based Pharmacokinetic-Pharmacodynamic Analysis of Risperidone and Paliperidone in the Rat.
- Author
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Shimizu S, den Hoedt SM, Mangas-Sanjuan V, Cristea S, Geuer JK, van den Berg DJ, Hartman R, Bellanti F, and de Lange EC
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- ATP Binding Cassette Transporter, Subfamily B, Member 1 antagonists & inhibitors, Animals, Cerebrospinal Fluid chemistry, Extracellular Fluid chemistry, Male, Microdialysis, Paliperidone Palmitate blood, Paliperidone Palmitate cerebrospinal fluid, Rats, Wistar, Risperidone blood, Risperidone cerebrospinal fluid, Tissue Distribution, Brain metabolism, Models, Biological, Paliperidone Palmitate pharmacokinetics, Prolactin blood, Risperidone pharmacokinetics
- Abstract
To understand the drivers in the biological system response to dopamine D2 receptor antagonists, a mechanistic semiphysiologically based (PB) pharmacokinetic-pharmacodymanic (PKPD) model was developed to describe prolactin responses to risperidone (RIS) and its active metabolite paliperidone (PAL). We performed a microdialysis study in rats to obtain detailed plasma, brain extracellular fluid (ECF), and cerebrospinal fluid (CSF) concentrations of PAL and RIS. To assess the impact of P-glycoprotein (P-gp) functioning on brain distribution, we performed experiments in the absence or presence of the P-gp inhibitor tariquidar (TQD). PK and PKPD modeling was performed by nonlinear mixed-effect modeling. Plasma, brain ECF, and CSF PK values of RIS and PAL were well described by a 12-compartmental semi-PBPK model, including metabolic conversion of RIS to PAL. P-gp efflux functionality was identified on brain ECF for RIS and PAL and on CSF only for PAL. In the PKPD analysis, the plasma drug concentrations were more relevant than brain ECF or CSF concentrations to explain the prolactin response; the estimated EC
50 was in accordance with reports in the literature for both RIS and PAL. We conclude that for RIS and PAL, the plasma concentrations better explain the prolactin response than do brain ECF or CSF concentrations. This research shows that PKPD modeling is of high value to delineate the target site of drugs., (Copyright © 2017 by The American Society for Pharmacology and Experimental Therapeutics.)- Published
- 2017
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24. Revealing the Neuroendocrine Response After Remoxipride Treatment Using Multi-Biomarker Discovery and Quantifying It by PK/PD Modeling.
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van den Brink WJ, Wong YC, Gülave B, van der Graaf PH, and de Lange EC
- Subjects
- Animals, Biomarkers blood, Brain drug effects, Brain metabolism, Dopamine D2 Receptor Antagonists pharmacology, Dose-Response Relationship, Drug, Extracellular Fluid chemistry, Infusions, Intravenous, Male, Microdialysis, Neurosecretory Systems metabolism, Rats, Wistar, Remoxipride pharmacology, Biomarkers analysis, Dopamine D2 Receptor Antagonists pharmacokinetics, Models, Biological, Neurosecretory Systems drug effects, Remoxipride pharmacokinetics
- Abstract
To reveal unknown and potentially important mechanisms of drug action, multi-biomarker discovery approaches are increasingly used. Time-course relationships between drug action and multi-biomarker profiles, however, are typically missing, while such relationships will provide increased insight in the underlying body processes. The aim of this study was to investigate the effect of the dopamine D2 antagonist remoxipride on the neuroendocrine system. Different doses of remoxipride (0, 0.7, 5.2, or 14 mg/kg) were administered to rats by intravenous infusion. Serial brain extracellular fluid (brainECF) and plasma samples were collected and analyzed for remoxipride pharmacokinetics (PK). Plasma samples were analyzed for concentrations of the eight pituitary-related hormones as a function of time. A Mann-Whitney test was used to identify the responding hormones, which were further analyzed by pharmacokinetic/pharmacodynamic (PK/PD) modeling. A three-compartment PK model adequately described remoxipride PK in plasma and brainECF. Not only plasma PRL, but also adrenocorticotrophic hormone (ACTH) concentrations were increased, the latter especially at higher concentrations of remoxipride. Brain-derived neurotropic factor (BDNF), follicle stimulating hormone (FSH), growth hormone (GH), luteinizing hormone (LH), and thyroid stimulating hormones (TSH) did not respond to remoxipride at the tested doses, while oxytocin (OXT) measurements were below limit of quantification. Precursor pool models were linked to brainECF remoxipride PK by E
max drug effect models, which could accurately describe the PRL and ACTH responses. To conclude, this study shows how a multi-biomarker identification approach combined with PK/PD modeling can reveal and quantify a neuroendocrine multi-biomarker response for single drug action.- Published
- 2017
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25. Summary data of potency and parameter information from semi-mechanistic PKPD modeling of prolactin release following administration of the dopamine D2 receptor antagonists risperidone, paliperidone and remoxipride in rats.
- Author
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Taneja A, Vermeulen A, Huntjens DR, Danhof M, De Lange EC, and Proost JH
- Abstract
We provide the reader with relevant data related to our recently published paper, comparing two mathematical models to describe prolactin turnover in rats following one or two doses of the dopamine D2 receptor antagonists risperidone, paliperidone and remoxipride, "A comparison of two semi-mechanistic models for prolactin release and prediction of receptor occupancy following administration of dopamine D2 receptor antagonists in rats" (Taneja et al., 2016) [1]. All information is tabulated. Summary level data on the in vitro potencies and the physicochemical properties is presented in Table 1. Model parameters required to explore the precursor pool model are presented in Table 2. In Table 3, estimated parameter comparisons for both models are presented, when separate potencies are estimated for risperidone and paliperidone, as compared to a common potency for both drugs. In Table 4, parameter estimates are compared when the drug effect is parameterized in terms of drug concentration or receptor occupancy.
- Published
- 2016
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26. Mechanistic models enable the rational use of in vitro drug-target binding kinetics for better drug effects in patients.
- Author
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de Witte WE, Wong YC, Nederpelt I, Heitman LH, Danhof M, van der Graaf PH, Gilissen RA, and de Lange EC
- Subjects
- Animals, High-Throughput Screening Assays methods, Humans, Pharmaceutical Preparations metabolism, Protein Binding, Drug Delivery Systems, Drug Discovery methods, Models, Biological
- Abstract
Introduction: Drug-target binding kinetics are major determinants of the time course of drug action for several drugs, as clearly described for the irreversible binders omeprazole and aspirin. This supports the increasing interest to incorporate newly developed high-throughput assays for drug-target binding kinetics in drug discovery. A meaningful application of in vitro drug-target binding kinetics in drug discovery requires insight into the relation between in vivo drug effect and in vitro measured drug-target binding kinetics., Areas Covered: In this review, the authors discuss both the relation between in vitro and in vivo measured binding kinetics and the relation between in vivo binding kinetics, target occupancy and effect profiles., Expert Opinion: More scientific evidence is required for the rational selection and development of drug-candidates on the basis of in vitro estimates of drug-target binding kinetics. To elucidate the value of in vitro binding kinetics measurements, it is necessary to obtain information on system-specific properties which influence the kinetics of target occupancy and drug effect. Mathematical integration of this information enables the identification of drug-specific properties which lead to optimal target occupancy and drug effect in patients.
- Published
- 2016
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27. Emerging Insights for Translational Pharmacokinetic and Pharmacokinetic-Pharmacodynamic Studies: Towards Prediction of Nose-to-Brain Transport in Humans.
- Author
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Ruigrok MJ and de Lange EC
- Subjects
- Administration, Intranasal, Animals, Area Under Curve, Biological Transport, Drug Evaluation, Preclinical methods, Extracellular Fluid metabolism, Humans, Pharmacokinetics, Species Specificity, Tissue Distribution, Translational Research, Biomedical methods, Brain metabolism, Drug Delivery Systems, Models, Theoretical
- Abstract
To investigate the potential added value of intranasal drug administration, preclinical studies to date have typically used the area under the curve (AUC) in brain tissue or cerebrospinal fluid (CSF) compared to plasma following intranasal and intravenous administration to calculate measures of extent like drug targeting efficiencies (%DTE) and nose-to-brain transport percentages (%DTP). However, CSF does not necessarily provide direct information on the target site concentrations, while total brain concentrations are not specific to that end either as non-specific binding is not explicitly considered. Moreover, to predict nose-to-brain transport in humans, the use of descriptive analysis of preclinical data does not suffice. Therefore, nose-to-brain research should be performed translationally and focus on preclinical studies to obtain specific information on absorption from the nose, and distinguish between the different transport routes to the brain (absorption directly from the nose to the brain, absorption from the nose into the systemic circulation, and distribution between the systemic circulation and the brain), in terms of extent as well as rate. This can be accomplished by the use of unbound concentrations obtained from plasma and brain, with subsequent advanced mathematical modeling. To that end, brain extracellular fluid (ECF) is a preferred sampling site as it represents most closely the site of action for many targets. Furthermore, differences in nose characteristics between preclinical species and humans should be considered. Finally, pharmacodynamic measurements that can be obtained in both animals and humans should be included to further improve the prediction of the pharmacokinetic-pharmacodynamic relationship of intranasally administered CNS drugs in humans.
- Published
- 2015
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28. Translational aspects of blood-brain barrier transport and central nervous system effects of drugs: from discovery to patients.
- Author
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de Lange EC and Hammarlund-Udenaes M
- Subjects
- Blood-Brain Barrier metabolism, Drug Discovery, Humans, Blood-Brain Barrier physiology, Central Nervous System drug effects, Central Nervous System Agents pharmacokinetics, Central Nervous System Agents pharmacology, Translational Research, Biomedical
- Abstract
The development of CNS drugs is associated with high failure rates. It is postulated that too much focus has been put on BBB permeability and too little on understanding BBB transport, which is the main limiting factor in drug delivery to the brain. An integrated approach to collecting, understanding, and handling pharmacokinetic-pharmacodynamic information from early discovery stages to the clinic is therefore recommended in order to improve translation to human drug treatment., (© 2015 American Society for Clinical Pharmacology and Therapeutics.)
- Published
- 2015
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29. (R)-[11C]PK11195 brain uptake as a biomarker of inflammation and antiepileptic drug resistance: evaluation in a rat epilepsy model.
- Author
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Bogdanović RM, Syvänen S, Michler C, Russmann V, Eriksson J, Windhorst AD, Lammertsma AA, de Lange EC, Voskuyl RA, and Potschka H
- Subjects
- Animals, Anticonvulsants blood, Brain drug effects, Brain pathology, Carbon Radioisotopes, Carrier Proteins metabolism, Chronic Disease, Disease Models, Animal, Drug Resistance physiology, Electrodes, Implanted, Epilepsy, Temporal Lobe drug therapy, Epilepsy, Temporal Lobe pathology, Female, Isoquinolines, Microglia drug effects, Microglia metabolism, Microglia pathology, Neuroimmunomodulation physiology, Phenobarbital blood, Positron-Emission Tomography, Radiopharmaceuticals, Random Allocation, Rats, Sprague-Dawley, Receptors, GABA-A metabolism, Status Epilepticus diagnostic imaging, Status Epilepticus drug therapy, Status Epilepticus pathology, Status Epilepticus physiopathology, Anticonvulsants pharmacology, Brain diagnostic imaging, Brain physiopathology, Epilepsy, Temporal Lobe diagnostic imaging, Epilepsy, Temporal Lobe physiopathology, Phenobarbital pharmacology
- Abstract
Neuroinflammation has been suggested as a key determinant of the intrinsic severity of epilepsy. Glial cell activation and associated inflammatory signaling can influence seizure thresholds as well as the pharmacodynamics and pharmacokinetics of antiepileptic drugs. Based on these data, we hypothesized that molecular imaging of microglia activation might serve as a tool to predict drug refractoriness of epilepsy. Brain uptake of (R)-[11C]PK11195, a ligand of the translocator protein 18 kDa and molecular marker of microglia activation, was studied in a chronic model of temporal lobe epilepsy in rats with selection of phenobarbital responders and non-responders. In rats with drug-sensitive epilepsy, (R)-[11C]PK11195 brain uptake values were comparable to those in non-epileptic controls. Analysis in non-responders revealed enhanced brain uptake of up to 39% in different brain regions. The difference might be related to the fact that non-responders exhibited higher baseline seizure frequencies than responders indicating a more pronounced intrinsic disease severity. In hippocampal sections, ED1 immunostaining argued against a general difference in microglia activation between both groups. Our data suggest that TSPO PET imaging might serve as a biomarker for drug resistance in temporal lobe epilepsy. However, it needs to be considered that our findings indicate that the TSPO PET data might merely reflect seizure frequency. Future experimental and clinical studies should further evaluate the validity of TSPO PET data to predict the response to phenobarbital and other antiepileptic drugs in longitudinal studies with scanning before drug exposure and with a focus on the early phase following an epileptogenic brain insult., (Copyright © 2014 Elsevier Ltd. All rights reserved.)
- Published
- 2014
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30. Functions of the CB1 and CB 2 receptors in neuroprotection at the level of the blood-brain barrier.
- Author
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Vendel E and de Lange EC
- Subjects
- Alzheimer Disease metabolism, Amyloid beta-Peptides metabolism, Animals, Antioxidants pharmacology, Calcium Signaling drug effects, Calcium Signaling physiology, Cannabinoids pharmacology, Chemotaxis, Leukocyte drug effects, Chemotaxis, Leukocyte physiology, Encephalitis physiopathology, Encephalitis prevention & control, Endocannabinoids agonists, Endothelial Cells physiology, Humans, Neurogenesis drug effects, Neurogenesis physiology, Neuroimmunomodulation drug effects, Neuroprotective Agents pharmacology, Neurotoxins toxicity, Oxidative Stress drug effects, Tight Junctions drug effects, Tight Junctions physiology, Transendothelial and Transepithelial Migration drug effects, Transendothelial and Transepithelial Migration physiology, Blood-Brain Barrier physiology, Endocannabinoids physiology, Neuroimmunomodulation physiology, Receptor, Cannabinoid, CB1 physiology, Receptor, Cannabinoid, CB2 physiology
- Abstract
The cannabinoid (CB) receptors are the main targets of the cannabinoids, which include plant cannabinoids, endocannabinoids and synthetic cannabinoids. Over the last few years, accumulated evidence has suggested a role of the CB receptors in neuroprotection. The blood-brain barrier (BBB) is an important brain structure that is essential for neuroprotection. A link between the CB receptors and the BBB is thus likely, but this possible connection has only recently gained attention. Cannabinoids and the BBB share the same mechanisms of neuroprotection and both protect against excitotoxicity (CB1), cell death (CB1), inflammation (CB2) and oxidative stress (possibly CB independent)-all processes that also damage the BBB. Several examples of CB-mediated protection of the BBB have been found, such as inhibition of leukocyte influx and induction of amyloid beta efflux across the BBB. Moreover, the CB receptors were shown to improve BBB integrity, particularly by restoring the tightness of the tight junctions. This review demonstrated that both CB receptors are able to restore the BBB and neuroprotection, but much uncertainty about the underlying signaling cascades still exists and further investigation is needed.
- Published
- 2014
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31. Diurnal variation in P-glycoprotein-mediated transport and cerebrospinal fluid turnover in the brain.
- Author
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Kervezee L, Hartman R, van den Berg DJ, Shimizu S, Emoto-Yamamoto Y, Meijer JH, and de Lange EC
- Subjects
- Animals, Biological Transport, Drug Administration Schedule, Injections, Intravenous, Male, Models, Biological, Quinidine administration & dosage, Quinidine blood, Rats, Wistar, Time Factors, ATP Binding Cassette Transporter, Subfamily B, Member 1 metabolism, Brain metabolism, Circadian Rhythm, Quinidine cerebrospinal fluid
- Abstract
Nearly all bodily processes exhibit circadian rhythmicity. As a consequence, the pharmacokinetic and pharmacodynamic properties of a drug may also vary with time of day. The objective of this study was to investigate diurnal variation in processes that regulate drug concentrations in the brain, focusing on P-glycoprotein (P-gp). This efflux transporter limits the distribution of many drugs in the brain. To this end, the exposure to the P-gp substrate quinidine was determined in the plasma and brain tissue after intravenous administration in rats at six different time points over the 24-h period. Our results indicate that time of administration significantly affects the exposure to quinidine in the brain. Upon inhibition of P-gp, exposure to quinidine in brain tissue is constant over the 24-h period. To gain more insight into processes regulating brain concentrations, we used intracerebral microdialysis to determine the concentration of quinidine in brain extracellular fluid (ECF) and cerebrospinal fluid (CSF) after intravenous administration at two different time points. The data were analyzed by physiologically based pharmacokinetic modeling using NONMEM. The model shows that the variation is due to higher activity of P-gp-mediated transport from the deep brain compartment to the plasma compartment during the active period. Furthermore, the analysis reveals that CSF flux is higher in the resting period compared to the active period. In conclusion, we show that the exposure to a P-gp substrate in the brain depends on time of administration, thereby providing a new strategy for drug targeting to the brain.
- Published
- 2014
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32. Prediction of methotrexate CNS distribution in different species - influence of disease conditions.
- Author
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Westerhout J, van den Berg DJ, Hartman R, Danhof M, and de Lange EC
- Subjects
- ATP Binding Cassette Transporter, Subfamily B antagonists & inhibitors, ATP Binding Cassette Transporter, Subfamily B metabolism, Adult, Age Factors, Animals, Antimetabolites, Antineoplastic blood, Antimetabolites, Antineoplastic cerebrospinal fluid, Central Nervous System drug effects, Child, Disease, Dogs, Humans, Male, Methotrexate blood, Methotrexate cerebrospinal fluid, Microdialysis, Models, Biological, Organic Anion Transporters antagonists & inhibitors, Organic Anion Transporters metabolism, Probenecid pharmacology, Rats, Wistar, Reproducibility of Results, Species Specificity, Systems Biology, Tissue Distribution, Antimetabolites, Antineoplastic pharmacokinetics, Central Nervous System metabolism, Methotrexate pharmacokinetics
- Abstract
Children and adults with malignant diseases have a high risk of prevalence of the tumor in the central nervous system (CNS). As prophylaxis treatment methotrexate is often given. In order to monitor methotrexate exposure in the CNS, cerebrospinal fluid (CSF) concentrations are often measured. However, the question is in how far we can rely on CSF concentrations of methotrexate as appropriate surrogate for brain target site concentrations, especially under disease conditions. In this study, we have investigated the spatial distribution of unbound methotrexate in healthy rat brain by parallel microdialysis, with or without inhibition of Mrp/Oat/Oatp-mediated active transport processes by a co-administration of probenecid. Specifically, we have focused on the relationship between brain extracellular fluid (brainECF) and CSF concentrations. The data were used to develop a systems-based pharmacokinetic (SBPK) brain distribution model for methotrexate. This model was subsequently applied on literature data on methotrexate brain distribution in other healthy and diseased rats (brainECF), healthy dogs (CSF) and diseased children (CSF) and adults (brainECF and CSF). Important differences between brainECF and CSF kinetics were found, but we have found that inhibition of Mrp/Oat/Oatp-mediated active transport processes does not significantly influence the relationship between brainECF and CSF fluid methotrexate concentrations. It is concluded that in parallel obtained data on unbound brainECF, CSF and plasma concentrations, under dynamic conditions, combined with advanced mathematical modeling is a most valid approach to develop SBPK models that allow for revealing the mechanisms underlying the relationship between brainECF and CSF concentrations in health and disease., (Copyright © 2014 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2014
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33. Glutathione PEGylated liposomes: pharmacokinetics and delivery of cargo across the blood-brain barrier in rats.
- Author
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Rip J, Chen L, Hartman R, van den Heuvel A, Reijerkerk A, van Kregten J, van der Boom B, Appeldoorn C, de Boer M, Maussang D, de Lange EC, and Gaillard PJ
- Subjects
- Animals, Blood-Brain Barrier metabolism, Cell Line, Drug Carriers administration & dosage, Drug Carriers pharmacokinetics, Drug Stability, Endothelial Cells drug effects, Endothelial Cells metabolism, Fluoresceins, Fluorescent Dyes, Glutathione administration & dosage, Glutathione pharmacokinetics, Injections, Intravenous, Injections, Spinal, Liposomes, Microdialysis, Particle Size, Polyethylene Glycols administration & dosage, Polyethylene Glycols pharmacokinetics, Rats, Rats, Wistar, Tissue Distribution, Blood-Brain Barrier drug effects, Drug Carriers chemistry, Glutathione chemistry, Polyethylene Glycols chemistry
- Abstract
Partly due to poor blood-brain barrier drug penetration the treatment options for many brain diseases are limited. To safely enhance drug delivery to the brain, glutathione PEGylated liposomes (G-Technology®) were developed. In this study, in rats, we compared the pharmacokinetics and organ distribution of GSH-PEG liposomes using an autoquenched fluorescent tracer after intraperitoneal administration and intravenous administration. Although the appearance of liposomes in the circulation was much slower after intraperitoneal administration, comparable maximum levels of long circulating liposomes were found between 4 and 24 h after injection. Furthermore, 24 h after injection a similar tissue distribution was found. To investigate the effect of GSH coating on brain delivery in vitro uptake studies in rat brain endothelial cells (RBE4) and an in vivo brain microdialysis study in rats were used. Significantly more fluorescent tracer was found in RBE4 cell homogenates incubated with GSH-PEG liposomes compared to non-targeted PEG liposomes (1.8-fold, p < 0.001). In the microdialysis study 4-fold higher (p < 0.001) brain levels of fluorescent tracer were found after intravenous injection of GSH-PEG liposomes compared with PEG control liposomes. The results support further investigation into the versatility of GSH-PEG liposomes for enhanced drug delivery to the brain within a tolerable therapeutic window.
- Published
- 2014
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34. [11C]quinidine and [11C]laniquidar PET imaging in a chronic rodent epilepsy model: impact of epilepsy and drug-responsiveness.
- Author
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Syvänen S, Russmann V, Verbeek J, Eriksson J, Labots M, Zellinger C, Seeger N, Schuit R, Rongen M, van Kooij R, Windhorst AD, Lammertsma AA, de Lange EC, Voskuyl RA, Koepp M, and Potschka H
- Subjects
- ATP Binding Cassette Transporter, Subfamily B, Member 1 metabolism, Animals, Carbon Radioisotopes, Chronic Disease, Disease Models, Animal, Epilepsy blood, Epilepsy metabolism, Female, Gene Expression Regulation, Kinetics, Male, Phenobarbital pharmacology, Phenobarbital therapeutic use, Radiochemistry, Rats, Rats, Sprague-Dawley, Recurrence, Treatment Outcome, Benzazepines blood, Benzazepines chemistry, Benzazepines metabolism, Epilepsy diagnostic imaging, Epilepsy drug therapy, Positron-Emission Tomography methods, Quinidine blood, Quinidine chemistry, Quinidine metabolism, Quinolines blood, Quinolines chemistry, Quinolines metabolism, Quinolines pharmacology, Quinolines therapeutic use
- Abstract
Introduction: To analyse the impact of both epilepsy and pharmacological modulation of P-glycoprotein on brain uptake and kinetics of positron emission tomography (PET) radiotracers [(11)C]quinidine and [(11)C]laniquidar., Methods: Metabolism and brain kinetics of both [(11)C]quinidine and [(11)C]laniquidar were assessed in naive rats, electrode-implanted control rats, and rats with spontaneous recurrent seizures. The latter group was further classified according to their response to the antiepileptic drug phenobarbital into "responders" and "non-responders". Additional experiments were performed following pre-treatment with the P-glycoprotein modulator tariquidar., Results: [(11)C]quinidine was metabolized rapidly, whereas [(11)C]laniquidar was more stable. Brain concentrations of both radiotracers remained at relatively low levels at baseline conditions. Tariquidar pre-treatment resulted in significant increases of [(11)C]quinidine and [(11)C]laniquidar brain concentrations. In the epileptic subgroup "non-responders", brain uptake of [(11)C]quinidine in selected brain regions reached higher levels than in electrode-implanted control rats. However, the relative response to tariquidar did not differ between groups with full blockade of P-glycoprotein by 15 mg/kg of tariquidar. For [(11)C]laniquidar differences between epileptic and control animals were only evident at baseline conditions but not after tariquidar pretreatment., Conclusions: We confirmed that both [(11)C]quinidine and [(11)C]laniquidar are P-glycoprotein substrates. At full P-gp blockade, tariquidar pre-treatment only demonstrated slight differences for [(11)C]quinidine between drug-resistant and drug-sensitive animals., (Copyright © 2013 Elsevier Inc. All rights reserved.)
- Published
- 2013
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35. The impact of P-gp functionality on non-steady state relationships between CSF and brain extracellular fluid.
- Author
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Westerhout J, Smeets J, Danhof M, and de Lange EC
- Subjects
- ATP Binding Cassette Transporter, Subfamily B, Member 1 agonists, ATP Binding Cassette Transporter, Subfamily B, Member 1 antagonists & inhibitors, Animals, Biological Transport, Brain anatomy & histology, Extracellular Fluid chemistry, Male, Microdialysis, Quinidine blood, Quinidine pharmacokinetics, Quinolines blood, Quinolines pharmacokinetics, Rats, Rats, Wistar, Substrate Specificity, Tissue Distribution, ATP Binding Cassette Transporter, Subfamily B, Member 1 metabolism, Brain metabolism, Models, Neurological, Quinidine cerebrospinal fluid, Quinolines cerebrospinal fluid
- Abstract
In the development of central nervous system (CNS)-targeted drugs, the prediction of human CNS target exposure is a big challenge. Cerebrospinal fluid (CSF) concentrations have often been suggested as a 'good enough' surrogate for brain extracellular fluid (brainECF, brain target site) concentrations in humans. However, brain anatomy and physiology indicates prudence. We have applied a multiple microdialysis probe approach in rats, for continuous measurement and direct comparison of quinidine kinetics in brainECF, CSF, and plasma. The data obtained indicated important differences between brainECF and CSF kinetics, with brainECF kinetics being most sensitive to P-gp inhibition. To describe the data we developed a systems-based pharmacokinetic model. Our findings indicated that: (1) brainECF- and CSF-to-unbound plasma AUC0-360 ratios were all over 100 %; (2) P-gp also restricts brain intracellular exposure; (3) a direct transport route of quinidine from plasma to brain cells exists; (4) P-gp-mediated efflux of quinidine at the blood-brain barrier seems to result of combined efflux enhancement and influx hindrance; (5) P-gp at the blood-CSF barrier either functions as an efflux transporter or is not functioning at all. It is concluded that in parallel obtained data on unbound brainECF, CSF and plasma concentrations, under dynamic conditions, is a complex but most valid approach to reveal the mechanisms underlying the relationship between brainECF and CSF concentrations. This relationship is significantly influenced by activity of P-gp. Therefore, information on functionality of P-gp is required for the prediction of human brain target site concentrations of P-gp substrates on the basis of human CSF concentrations.
- Published
- 2013
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36. Utility of CSF in translational neuroscience.
- Author
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de Lange EC
- Subjects
- Animals, Blood-Brain Barrier anatomy & histology, Blood-Brain Barrier metabolism, Blood-Brain Barrier physiology, Brain anatomy & histology, Brain blood supply, Brain physiology, Central Nervous System Agents pharmacokinetics, Cerebrovascular Circulation, Extracellular Fluid chemistry, Humans, Microdialysis, Models, Neurological, Species Specificity, Tissue Distribution, Brain metabolism, Central Nervous System Agents cerebrospinal fluid, Drug Discovery methods, Neurosciences methods
- Abstract
Human cerebrospinal fluid (CSF) sampling is of high value as the only general applicable methodology to obtain information on free drug concentrations in individual human brain. As the ultimate interest is in the free drug concentration at the CNS target site, the question is what CSF concentrations may tell us in that respect. Studies have been performed in rats and other animals for which concentrations in brain extracellular fluid (brain ECF) as a target site for many drugs, have been compared to (cisterna magna) CSF concentrations, at presumed steady state conditions,. The data indicated that CSF drug concentrations provided a rather good indication of, but not a reliable measure for predicting brain ECF concentrations. Furthermore, comparing rat with human CSF concentrations, human CSF concentrations tend to be higher and display much more variability. However, this comparison of CSF concentrations cannot be a direct one, as humans probably had a disease for which CSF was collected in the first place, while the rats were healthy. In order to be able to more accurately predict human brain ECF concentrations, understanding of the complexity of the CNS in terms of intrabrain pharmacokinetic relationships and the influence of CNS disorders on brain pharmacokinetics needs to be increased. This can be achieved by expanding a currently existing preclinically derived physiologically based pharmacokinetic model for brain distribution. This model has been shown to successfully predict data obtained for human lumbar CSF concentrations of acetaminophen which renders trust in the model prediction of human brain ECF concentrations. This model should further evolute by inclusion of influences of drug properties, fluid flows, transporter functionalities and different disease conditions. Finally the model should include measures of target site engagement and CNS effects, to ultimately learn about concentrations that best predict particular target site concentrations, via human CSF concentrations.
- Published
- 2013
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37. The mastermind approach to CNS drug therapy: translational prediction of human brain distribution, target site kinetics, and therapeutic effects.
- Author
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de Lange EC
- Abstract
Despite enormous advances in CNS research, CNS disorders remain the world's leading cause of disability. This accounts for more hospitalizations and prolonged care than almost all other diseases combined, and indicates a high unmet need for good CNS drugs and drug therapies.Following dosing, not only the chemical properties of the drug and blood-brain barrier (BBB) transport, but also many other processes will ultimately determine brain target site kinetics and consequently the CNS effects. The rate and extent of all these processes are regulated dynamically, and thus condition dependent. Therefore, heterogenious conditions such as species, gender, genetic background, tissue, age, diet, disease, drug treatment etc., result in considerable inter-individual and intra-individual variation, often encountered in CNS drug therapy.For effective therapy, drugs should access the CNS "at the right place, at the right time, and at the right concentration". To improve CNS therapies and drug development, details of inter-species and inter-condition variations are needed to enable target site pharmacokinetics and associated CNS effects to be translated between species and between disease states. Specifically, such studies need to include information about unbound drug concentrations which drive the effects. To date the only technique that can obtain unbound drug concentrations in brain is microdialysis. This (minimally) invasive technique cannot be readily applied to humans, and we need to rely on translational approaches to predict human brain distribution, target site kinetics, and therapeutic effects of CNS drugs.In this review the term "Mastermind approach" is introduced, for strategic and systematic CNS drug research using advanced preclinical experimental designs and mathematical modeling. In this way, knowledge can be obtained about the contributions and variability of individual processes on the causal path between drug dosing and CNS effect in animals that can be translated to the human situation. On the basis of a few advanced preclinical microdialysis based investigations it will be shown that the "Mastermind approach" has a high potential for the prediction of human CNS drug effects.
- Published
- 2013
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38. Application of ED-optimality to screening experiments for analgesic compounds in an experimental model of neuropathic pain.
- Author
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Taneja A, Nyberg J, de Lange EC, Danhof M, and Della Pasqua O
- Subjects
- Amines pharmacokinetics, Amines pharmacology, Animals, Cyclohexanecarboxylic Acids pharmacokinetics, Cyclohexanecarboxylic Acids pharmacology, Double-Blind Method, Freund's Adjuvant pharmacology, Gabapentin, Logistic Models, Models, Biological, Random Allocation, Rats, Rats, Sprague-Dawley, gamma-Aminobutyric Acid pharmacokinetics, gamma-Aminobutyric Acid pharmacology, Analgesics pharmacokinetics, Analgesics pharmacology, Drug Evaluation, Preclinical methods, Neuralgia drug therapy, Neuralgia metabolism
- Abstract
In spite of the evidence regarding high variability in the response to evoked pain, little attention has been paid to its impact on the screening of drugs for inflammatory and neuropathic pain. In this study, we explore the feasibility of introducing optimality concepts to experimental protocols, enabling estimation of parameter and model uncertainty. Pharmacokinetic (PK) and pharmacodynamic data from different experiments in rats were pooled and modelled using nonlinear mixed effects modelling. Pain data on gabapentin and placebo-treated animals were generated in the complete Freund's adjuvant model of neuropathic pain. A logistic regression model was applied to optimise sampling times and dose levels to be used in an experimental protocol. Drug potency (EC(50)) and interindividual variability (IIV) were considered the parameters of interest. Different experimental designs were tested and validated by SSE (stochastic simulation and estimation) taking into account relevant exposure ranges. The pharmacokinetics of gabapentin was described by a two-compartment PK model with first order absorption (CL = 0.159 l h(-1), V(2) = 0.118 l, V(3) = 0.253 l, Ka = 0.26 h(-1), Q = 1.22 l h(-1)). Drug potency (EC(50)) for the anti-allodynic effects was estimated to be 1400 ng ml(-1). Protocol optimisation improved bias and precision of the EC50 by 6 and 11.9. %, respectively, whilst IIV estimates showed improvement of 31.89 and 14.91 %, respectively. Our results show that variability in behavioural models of evoked pain response leads to uncertainty in drug potency estimates, with potential impact on the ranking of compounds during screening. As illustrated for gabapentin, ED-optimality concepts enable analysis of discrete data taking into account experimental constraints.
- Published
- 2012
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39. Altered GABAA receptor density and unaltered blood-brain barrier transport in a kainate model of epilepsy: an in vivo study using 11C-flumazenil and PET.
- Author
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Syvänen S, Labots M, Tagawa Y, Eriksson J, Windhorst AD, Lammertsma AA, de Lange EC, and Voskuyl RA
- Subjects
- ATP Binding Cassette Transporter, Subfamily B, Member 1 antagonists & inhibitors, Animals, Biological Transport drug effects, Carbon Radioisotopes, Epilepsy diagnostic imaging, Male, Quinolines pharmacology, Rats, Rats, Sprague-Dawley, Blood-Brain Barrier drug effects, Blood-Brain Barrier metabolism, Epilepsy metabolism, Flumazenil metabolism, Kainic Acid pharmacology, Positron-Emission Tomography, Receptors, GABA-A metabolism
- Abstract
Unlabelled: The aim of the present study was to investigate if flumazenil blood-brain barrier transport and binding to the benzodiazepine site on the γ-aminobutyric acid A (GABA(A)) receptor complex is altered in an experimental model of epilepsy and subsequently to study if changes in P-glycoprotein (P-gp)-mediated efflux of flumazenil at the blood-brain barrier may confound interpretation of (11)C-flumazenil PET in epilepsy., Methods: The transport of flumazenil across the blood-brain barrier and the binding to the benzodiazepine site on the GABA(A) receptors in 5 different brain regions was studied and compared between controls and kainate-treated rats, a model of temporal lobe epilepsy, with and without tariquidar pretreatment. In total, 29 rats underwent 2 consecutive (11)C-flumazenil PET scans, each one lasting 30 min. The tracer was mixed with different amounts of isotopically unmodified flumazenil (4, 20, 100, or 400 μg) to cover a wide range of receptor occupancies during the scan. Before the second scan, the rats were pretreated with a 3 or 15 mg/kg dose of the P-gp inhibitor tariquidar. The second scan was then obtained according to the same protocol as the first scan., Results: GABA(A) receptor density, B(max), was estimated as 44 ± 2 ng x mL(-1) in the hippocampus and as 33 ± 2 ng x mL(-1) in the cerebellum, with intermediate values in the occipital cortex, parietal cortex, and caudate putamen. B(max) was decreased by 12% in kainate-treated rats, compared with controls. The radiotracer equilibrium dissociation constant, K(D), was similar in both rat groups and all brain regions and was estimated as 5.9 ± 0.9 ng x mL(-1). There was no difference in flumazenil transport across the blood-brain barrier between control and kainate-treated rats, and the effect of tariquidar treatment was similar in both rat groups. Tariquidar treatment also decreased flumazenil transport out of the brain by 73%, increased the volume of distribution in the brain by 24%, and did not influence B(max) or K(D), compared with baseline., Conclusion: B(max) was decreased in kainate-treated rats, compared with controls, but no alteration in the blood-brain barrier transport of flumazenil was observed. P-gp inhibition by tariquidar treatment increased brain concentrations of flumazenil in both groups, but B(max) estimates were not influenced, suggesting that (11)C-flumazenil scanning is not confounded by alterations in P-gp function.
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- 2012
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40. Mechanism-based PK-PD model for the prolactin biological system response following an acute dopamine inhibition challenge: quantitative extrapolation to humans.
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Stevens J, Ploeger BA, Hammarlund-Udenaes M, Osswald G, van der Graaf PH, Danhof M, and de Lange EC
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- Animals, Circadian Rhythm drug effects, Circadian Rhythm physiology, Cross-Over Studies, Dopamine Antagonists administration & dosage, Dose-Response Relationship, Drug, Humans, Male, Prolactin blood, Random Allocation, Rats, Rats, Wistar, Remoxipride administration & dosage, Dopamine metabolism, Dopamine Antagonists pharmacokinetics, Models, Biological, Prolactin biosynthesis, Prolactin metabolism, Remoxipride pharmacokinetics
- Abstract
The aim of this investigation was to develop a mechanism-based pharmacokinetic-pharmacodynamic (PK-PD) model for the biological system prolactin response following a dopamine inhibition challenge using remoxipride as a paradigm compound. After assessment of baseline variation in prolactin concentrations, the prolactin response of remoxipride was measured following (1) single intravenous doses of 4, 8 and 16 mg/kg and (2) following double dosing of 3.8 mg/kg with different time intervals. The mechanistic PK-PD model consisted of: (i) a PK model for remoxipride concentrations in brain extracellular fluid; (ii) a pool model incorporating prolactin synthesis, storage in lactotrophs, release into- and elimination from plasma; (iii) a positive feedback component interconnecting prolactin plasma concentrations and prolactin synthesis; and (iv) a dopamine antagonism component interconnecting remoxipride brain extracellular fluid concentrations and stimulation of prolactin release. The most important findings were that the free brain concentration drives the prolactin release into plasma and that the positive feedback on prolactin synthesis in the lactotrophs, in contrast to the negative feedback in the previous models on the PK-PD correlation of remoxipride. An external validation was performed using a dataset obtained in rats following intranasal administration of 4, 8, or 16 mg/kg remoxipride. Following simulation of human remoxipride brain extracellular fluid concentrations, pharmacodynamic extrapolation from rat to humans was performed, using allometric scaling in combination with independent information on the values of biological system specific parameters as prior knowledge. The PK-PD model successfully predicted the system prolactin response in humans, indicating that positive feedback on prolactin synthesis and allometric scaling thereof could be a new feature in describing complex homeostatic mechanisms.
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- 2012
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41. The physiological characteristics and transcytosis mechanisms of the blood-brain barrier (BBB).
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de Lange EC
- Subjects
- Animals, Humans, Receptors, Cell Surface physiology, Blood-Brain Barrier physiology, Endocytosis physiology
- Abstract
The blood-brain barrier (BBB) is the vessel wall made up of specialized capillary endothelial cells, surrounded by astroglial endfeet and neurons, that govern the exchange of compounds between blood and brain. It protects the brain from harmful compounds potentially present in blood, while it is specifically designed to supply the brain with the required nutrients and to get rid of waste products. The BBB is structurally different from blood capillaries in other tissues. The BBB strictly limits the paracellular exchange of compounds by the so-called tight junctions. Moreover, the capillary endothelial cells contain metabolic enzymes that may convert a compound before entering the brain while transcellular passage across the BBB may be limited or increased by active transport systems. Thus the BBB has an important role in the relationship of the concentration-time profile of compounds in blood and those in the brain. The functionality of the BBB is dynamically regulated, depending on the given conditions. Important examples are changes in BBB functionality that may result in or are brought about by (CNS) disease conditions. All together this indicates the importance of investigations on BBB functionality and resulting transport of compounds for the design and optimization of therapeutic regimens. Thus, BBB investigation is an ever growing and dynamic field studied by pharmacologists, neuroscientists, pathologists, physiologists, and clinical practitioners. This review deals with a general introduction on the physiological characteristics of the BBB, its different transport systems, with particular emphasis on supposed transcytosis mechanisms at the BBB. Specific and detailed information on drug delivery approaches aiming at transcytosis into the brain will be dealt with in other parts of this special issue.
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- 2012
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42. Physiologically based pharmacokinetic modeling to investigate regional brain distribution kinetics in rats.
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Westerhout J, Ploeger B, Smeets J, Danhof M, and de Lange EC
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- Acetaminophen pharmacokinetics, Animals, Male, Rats, Rats, Wistar, Brain metabolism, Models, Theoretical, Pharmacokinetics
- Abstract
One of the major challenges in the development of central nervous system (CNS)-targeted drugs is predicting CNS exposure in human from preclinical data. In this study, we present a methodology to investigate brain disposition in rats using a physiologically based modeling approach aiming at improving the prediction of human brain exposure. We specifically focused on quantifying regional diffusion and fluid flow processes within the brain. Acetaminophen was used as a test compound as it is not subjected to active transport processes. Microdialysis probes were implanted in striatum, for sampling brain extracellular fluid (ECF) concentrations, and in lateral ventricle (LV) and cisterna magna (CM), for sampling cerebrospinal fluid (CSF) concentrations. Serial blood samples were taken in parallel. These data, in addition to physiological parameters from literature, were used to develop a physiologically based model to describe the regional brain pharmacokinetics of acetaminophen. The concentration-time profiles of brain ECF, CSF(LV), and CSF(CM) indicate a rapid equilibrium with plasma. However, brain ECF concentrations are on average fourfold higher than CSF concentrations, with average brain-to-plasma AUC(0-240) ratios of 121%, 28%, and 35% for brain ECF, CSF(LV), and CSF(CM), respectively. It is concluded that for acetaminophen, a model compound for passive transport into, within, and out of the brain, differences exist between the brain ECF and the CSF pharmacokinetics. The physiologically based pharmacokinetic modeling approach is important, as it allowed the prediction of human brain ECF exposure on the basis of human CSF concentrations.
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- 2012
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43. [11C]phenytoin revisited: synthesis by [11C]CO carbonylation and first evaluation as a P-gp tracer in rats.
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Verbeek J, Eriksson J, Syvänen S, Labots M, de Lange EC, Voskuyl RA, Mooijer MP, Rongen M, Lammertsma AA, and Windhorst AD
- Abstract
Background: At present, several positron emission tomography (PET) tracers are in use for imaging P-glycoprotein (P-gp) function in man. At baseline, substrate tracers such as R-[11C]verapamil display low brain concentrations with a distribution volume of around 1. [11C]phenytoin is supposed to be a weaker P-gp substrate, which may lead to higher brain concentrations at baseline. This could facilitate assessment of P-gp function when P-gp is upregulated. The purpose of this study was to synthesize [11C]phenytoin and to characterize its properties as a P-gp tracer., Methods: [11C]CO was used to synthesize [11C]phenytoin by rhodium-mediated carbonylation. Metabolism and, using PET, brain pharmacokinetics of [11C]phenytoin were studied in rats. Effects of P-gp function on [11C]phenytoin uptake were assessed using predosing with tariquidar., Results: [11C]phenytoin was synthesized via [11C]CO in an overall decay-corrected yield of 22 ± 4%. At 45 min after administration, 19% and 83% of radioactivity represented intact [11C]phenytoin in the plasma and brain, respectively. Compared with baseline, tariquidar predosing resulted in a 45% increase in the cerebral distribution volume of [11C]phenytoin., Conclusions: Using [11C]CO, the radiosynthesis of [11C]phenytoin could be improved. [11C]phenytoin appeared to be a rather weak P-gp substrate.
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- 2012
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44. Synthesis and preclinical evaluation of [11C]D617, a metabolite of (R)-[11C]verapamil.
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Verbeek J, Syvänen S, Schuit RC, Eriksson J, de Lange EC, Windhorst AD, Luurtsema G, and Lammertsma AA
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- ATP Binding Cassette Transporter, Subfamily B, Member 1 metabolism, Animals, Carbon Radioisotopes, Kinetics, Male, Nitriles pharmacokinetics, Positron-Emission Tomography, Radiochemistry, Rats, Verapamil chemical synthesis, Verapamil pharmacokinetics, Chemistry Techniques, Synthetic, Nitriles chemical synthesis, Nitriles metabolism, Verapamil analogs & derivatives, Verapamil metabolism
- Abstract
Objectives: (R)-[(11)C]verapamil is widely used as a positron emission tomography (PET) tracer to evaluate P-glycoprotein (P-gp) functionality at the blood-brain barrier in man. A disadvantage of (R)-[(11)C]verapamil is the fact that its main metabolite, [(11)C]D617, also enters the brain. For quantitative analysis of (R)-[(11)C]verapamil data, it has been assumed that the cerebral kinetics of (R)-[(11)C]verapamil and [(11)C]D617 are the same. The aim of the present study was to investigate whether the cerebral kinetics of (R)-[(11)C]verapamil and [(11)C]D617 are indeed similar and, if so, whether [(11)C]D617 itself could serve as an alternative PET tracer for P-gp., Methods: [(11)C]D617 was synthesized and its ex vivo biodistribution was investigated in male rats at four time points following intravenous administration of [(11)C]D617 (50 MBq) without (n=4) or with (n=4) pretreatment with the P-gp inhibitor tariquidar (15 mg·kg(-1), intraperitoneally). Brain distribution was further assessed using consecutive PET scans (n=8) before and after pretreatment with tariquidar (15 mg·kg(-1), intravenously), as well as metabolite analysis (n=4)., Results: The precursor for the radiosynthesis of [(11)C]D617, 5-amino-2-(3,4-dimethoxy-phenyl)-2-isopropyl-pentanitrile (desmethyl D617), was synthesized in 41% overall yield. [(11)C]D617 was synthesized in 58%-77% decay-corrected yield with a radiochemical purity of ≥99%. The homogeneously distributed cerebral volume of distribution (V(T)) of [(11)C]D617 was 1.1, and this increased 2.4-fold after tariquidar pretreatment., Conclusion: V(T) of [(11)C]D617 was comparable to that of (R)-[(11)C]verapamil, but its increase after tariquidar pretreatment was substantially lower. Hence, (R)-[(11)C]verapamil and [(11)C]D617 do not show similar brain kinetics after inhibition of P-gp with tariquidar., (Copyright © 2012 Elsevier Inc. All rights reserved.)
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- 2012
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45. [11C]Flumazenil brain uptake is influenced by the blood-brain barrier efflux transporter P-glycoprotein.
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Froklage FE, Syvänen S, Hendrikse NH, Huisman MC, Molthoff CF, Tagawa Y, Reijneveld JC, Heimans JJ, Lammertsma AA, Eriksson J, de Lange EC, and Voskuyl RA
- Abstract
Background: [11C]Flumazenil and positron emission tomography (PET) are used clinically to assess gamma-aminobutyric acid (GABA)-ergic function and to localize epileptic foci prior to resective surgery. Enhanced P-glycoprotein (P-gp) activity has been reported in epilepsy and this may confound interpretation of clinical scans if [11C]flumazenil is a P-gp substrate. The purpose of this study was to investigate whether [11C]flumazenil is a P-gp substrate., Methods: [11C]Flumazenil PET scans were performed in wild type (WT) (n = 9) and Mdr1a/1b, (the genes that encode for P-gp) double knockout (dKO) (n = 10) mice, and in naive rats (n = 10). In parallel to PET scanning, [11C]flumazenil plasma concentrations were measured in rats. For 6 of the WT and 6 of the dKO mice a second, [11C]flumazenil scan was acquired after administration of the P-gp inhibitor tariquidar. Cerebral [11C]flumazenil concentrations in WT and Mdr1a/1b dKO mice were compared (genetic disruption model). Furthermore, pre and post P-gp-blocking cerebral [11C]flumazenil concentrations were compared in all animals (pharmacological inhibition model)., Results: Mdr1a/1b dKO mice had approximately 70% higher [11C]flumazenil uptake in the brain than WT mice. After administration of tariquidar, cerebral [11C]flumazenil uptake in WT mice increased by about 80% in WT mice, while it remained the same in Mdr1a/1b dKO mice. In rats, cerebral [11C]flumazenil uptake increased by about 60% after tariquidar administration. Tariquidar had only a small effect on plasma clearance of flumazenil., Conclusions: The present study showed that [11C]flumazenil is a P-gp substrate in rodents. Consequently, altered cerebral [11C]flumazenil uptake, as observed in epilepsy, may not reflect solely GABAA receptor density changes but also changes in P-gp activity.
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- 2012
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46. Alteration in P-glycoprotein functionality affects intrabrain distribution of quinidine more than brain entry-a study in rats subjected to status epilepticus by kainate.
- Author
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Syvänen S, Schenke M, van den Berg DJ, Voskuyl RA, and de Lange EC
- Subjects
- Animals, Biological Transport, Brain metabolism, Dose-Response Relationship, Drug, Kainic Acid toxicity, Male, Microdialysis methods, Nonlinear Dynamics, Quinolines pharmacology, Rats, Rats, Sprague-Dawley, Tissue Distribution, ATP Binding Cassette Transporter, Subfamily B, Member 1 metabolism, Blood-Brain Barrier metabolism, Quinidine pharmacokinetics, Status Epilepticus physiopathology
- Abstract
This study aimed to investigate the use of quinidine microdialysis to study potential changes in brain P-glycoprotein functionality after induction of status epilepticus (SE) by kainate. Rats were infused with 10 or 20 mg/kg quinidine over 30 min or 4 h. Plasma, brain extracellular fluid (brain ECF), and end-of-experiment total brain concentrations of quinidine were determined during 7 h after the start of the infusion. Effect of pretreatment with tariquidar (15 mg/kg, administered 30 min before the start of the quinidine infusion) on the brain distribution of quinidine was assessed. This approach was repeated in kainate-treated rats. Quinidine kinetics were analyzed with population modeling (NONMEM). The quinidine microdialysis assay clearly revealed differences in brain distribution upon changes in P-glycoprotein functionality by pre-administration of tariquidar, which resulted in a 7.2-fold increase in brain ECF and a 40-fold increase in total brain quinidine concentration. After kainate treatment alone, however, no difference in quinidine transport across the blood-brain barrier was found, but kainate-treated rats tended to have a lower total brain concentration but a higher brain ECF concentration of quinidine than saline-treated rats. This study did not provide evidence for the hypothesis that P-glycoprotein function at the blood-brain barrier is altered at 1 week after SE induction, but rather suggests that P-glycoprotein function might be altered at the brain parenchymal level.
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- 2012
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47. Evaluation of blood-brain barrier transport and CNS drug metabolism in diseased and control brain after intravenous L-DOPA in a unilateral rat model of Parkinson's disease.
- Author
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Ravenstijn PG, Drenth HJ, O'Neill MJ, Danhof M, and de Lange EC
- Abstract
Background: Changes in blood-brain barrier (BBB) functionality have been implicated in Parkinson's disease. This study aimed to investigate BBB transport of L-DOPA transport in conjunction with its intra-brain conversion, in both control and diseased cerebral hemispheres in the unilateral rat rotenone model of Parkinson's disease., Methods: In Lewis rats, at 14 days after unilateral infusion of rotenone into the medial forebrain bundle, L-DOPA was administered intravenously (10, 25 or 50 mg/kg). Serial blood samples and brain striatal microdialysates were analysed for L-DOPA, and the dopamine metabolites DOPAC and HVA. Ex-vivo brain tissue was analyzed for changes in tyrosine hydroxylase staining as a biomarker for Parkinson's disease severity. Data were analysed by population pharmacokinetic analysis (NONMEM) to compare BBB transport of L-DOPA in conjunction with the conversion of L-DOPA into DOPAC and HVA, in control and diseased cerebral hemisphere., Results: Plasma pharmacokinetics of L-DOPA could be described by a 3-compartmental model. In rotenone responders (71%), no difference in L-DOPA BBB transport was found between diseased and control cerebral hemisphere. However, in the diseased compared with the control side, basal microdialysate levels of DOPAC and HVA were substantially lower, whereas following L-DOPA administration their elimination rates were higher., Conclusions: Parkinson's disease-like pathology, indicated by a huge reduction of tyrosine hydroxylase as well as by substantially reduced levels and higher elimination rates of DOPAC and HVA, does not result in changes in BBB transport of L-DOPA. Taking the results of this study and that of previous ones, it can be concluded that changes in BBB functionality are not a specific characteristic of Parkinson's disease, and cannot account for the decreased benefit of L-DOPA at later stages of Parkinson's disease.
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- 2012
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48. Systemic and direct nose-to-brain transport pharmacokinetic model for remoxipride after intravenous and intranasal administration.
- Author
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Stevens J, Ploeger BA, van der Graaf PH, Danhof M, and de Lange EC
- Subjects
- Administration, Intranasal, Animals, Biological Availability, Dopamine Antagonists administration & dosage, Infusions, Intravenous, Male, Rats, Rats, Wistar, Remoxipride administration & dosage, Brain metabolism, Dopamine Antagonists pharmacokinetics, Nasal Mucosa metabolism, Remoxipride pharmacokinetics
- Abstract
Intranasal (IN) administration could be an attractive mode of delivery for drugs targeting the central nervous system, potentially providing a high bioavailability because of avoidance of a hepatic first-pass effect and rapid onset of action. However, controversy remains whether a direct transport route from the nasal cavity into the brain exists. Pharmacokinetic modeling is proposed to identify the existence of direct nose-to-brain transport in a quantitative manner. The selective dopamine-D2 receptor antagonist remoxipride was administered at different dosages, in freely moving rats, by the IN and intravenous (IV) route. Plasma and brain extracellular fluid (ECF) concentration-time profiles were obtained and simultaneously analyzed using nonlinear mixed-effects modeling. Brain ECF/plasma area under the curve ratios were 0.28 and 0.19 after IN and IV administration, respectively. A multicompartment pharmacokinetic model with two absorption compartments (nose-to-systemic and nose-to-brain) was found to best describe the observed pharmacokinetic data. Absorption was described in terms of bioavailability and rate. Total bioavailability after IN administration was 89%, of which 75% was attributed to direct nose-to brain transport. Direct nose-to-brain absorption rate was slow, explaining prolonged brain ECF exposure after IN compared with IV administration. These studies explicitly provide separation and quantitation of systemic and direct nose-to-brain transport after IN administration of remoxipride in the rat. Describing remoxipride pharmacokinetics at the target site (brain ECF) in a semiphysiology-based manner would allow for better prediction of pharmacodynamic effects.
- Published
- 2011
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49. Preclinical prediction of human brain target site concentrations: considerations in extrapolating to the clinical setting.
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Westerhout J, Danhof M, and De Lange EC
- Subjects
- Animals, Blood-Brain Barrier, Humans, Pharmacokinetics, Tissue Distribution, Brain drug effects
- Abstract
The development of drugs for central nervous system (CNS) disorders has encountered high failure rates. In part, this has been due to the sole focus on blood-brain barrier permeability of drugs, without taking into account all other processes that determine drug concentrations at the brain target site. This review deals with an overview of the processes that determine the drug distribution into and within the CNS, followed by a description of in vivo techniques that can be used to provide information on CNS drug distribution. A plea follows for the need for more mechanistic understanding of the mechanisms involved in brain target site distribution, and the condition-dependent contributions of these mechanisms to ultimate drug effect. As future direction, such can be achieved by performing integrative cross-compare designed studies, in which mechanisms are systematically influenced (e.g., inhibition of an efflux transporter or induction of pathological state). With the use of advanced mathematical modeling procedures, we may dissect contributions of individual mechanisms in animals as links to the human situation., (Copyright © 2011 Wiley-Liss, Inc.)
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- 2011
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50. Simultaneous in vivo measurements of receptor density and affinity using [11C]flumazenil and positron emission tomography: comparison of full saturation and steady state methods.
- Author
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Syvänen S, de Lange EC, Tagawa Y, Schenke M, Molthoff CF, Windhorst AD, Lammertsma AA, and Voskuyl RA
- Subjects
- Animals, Carbon Radioisotopes pharmacokinetics, Male, Positron-Emission Tomography, Rats, Rats, Sprague-Dawley, Brain diagnostic imaging, Flumazenil pharmacokinetics, Radiopharmaceuticals pharmacokinetics
- Abstract
The binding of PET radiotracer [(11)C]flumazenil to the GABA(A) receptors is described by the receptor density (B(max)) and binding affinity (K(D)). The estimation of B(max) and K(D) is usually based on Scatchard analysis including at least two PET scans at steady state of various specific activities. Recently, a novel full saturation method to estimate both B(max) and K(D) was proposed, in which a saturating dose of flumazenil is given to cover a wide range of different receptor occupancies within a single scan. The aim of the present study was a direct comparison of steady state and full saturation methods for determining B(max) and K(D) of [(11)C]flumazenil in the same group of male Sprague-Dawley rats. Fourteen rats underwent 3 consecutive [(11)C]flumazenil scans of 30 min duration each. A tracer dose was injected at the start of the first scan. Prior to the second scan the tracer was mixed with 5, 20, 100 or 500 μg unlabelled (cold) flumazenil to cover a wide range of receptor occupancies during the scan. The third scan was performed during a constant intravenous infusion of unlabelled flumazenil, resulting in ~50% GABA(A) receptor occupancy. The first and third scans were part of the steady state method, whilst the second scan was performed according to the full saturation method. For both methods, B(max) and K(D) were then derived by compartmental modelling. Both methods yielded similar B(max) and K(D) estimates. The full saturation method yielded B(max) values of 37 ± 5.8 ng · mL(-1) and K(D) values of 7.6 ± 2.0 ng · mL(-1), whilst the steady state method yielded B(max) values of 33 ± 5.4 ng · mL(-1) and K(D) values of 7.1 ± 0.8 ng · mL(-1). The main advantage of the full saturation method is that B(max) and K(D) can be obtained from a single PET scan., (Copyright © 2011 Elsevier Inc. All rights reserved.)
- Published
- 2011
- Full Text
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