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Appetite ratings of foods are predictable with an in vitro advanced gastrointestinal model in combination with an in silico artificial neural network
The expected increase of global obesity prevalence makes it necessary to have information about the effects of meal intakes on the feeling of appetite. Because human clinical studies are time and cost intensive, there is a need for a reliable alternative. The aim of this study was to develop and evaluate an in vitro-in silico technology to predict the feelings of fullness and hunger after consumption of different types of meals. In this technology the results from an in vitro gastrointestinal model (tiny-TIMagc) on gastric viscosity and intestinal digestion of different meals were used as input data for an in silico artificial neural network (ANN). The predictions of the feeling of fullness and hunger were compared with actual human scores for these parameters after intake of the same type of meals. From these first series of experiments, with a relatively small number of in vitro digestive parameters as input for in silico modeling, a reasonable prediction of appetite rating for foods can be realized at a time- and cost-effective way. © 2019 Elsevier Ltd
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[Abstract]
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Development of a mechanistic biokinetic model for hepatic bile acid handling to predict possible cholestatic effects of drugs
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2018
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Author: |
Notenboom, S.
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Weigand, K.M.
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Proost, J.H.
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Lipzig, M.M.H. van
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Steeg, E. van de
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Broek, P.H.H. van den
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Greupink, R.
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Russel, F.G.M.
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Groothuis, G.M.M.
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Keywords: |
Biology · Bile acid handling · Biokinetic model · BSEP · Cholestasis · Human · In silico · NTCP · Biomedical Innovation · Healthy Living · Life Triskelion BV · MSB - Microbiology and Systems Biology ADME - ADME/DMPK · ELSS - Earth, Life and Social Sciences TNO Bedrijven
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Drug-induced liver injury (DILI) is a common reason for drug withdrawal from the market. An important cause of DILI is drug-induced cholestasis. One of the major players involved in drug-induced cholestasis is the bile salt efflux pump (BSEP; ABCB11). Inhibition of BSEP by drugs potentially leads to cholestasis due to increased (toxic) intrahepatic concentrations of bile acids with subsequent cell injury. In order to investigate the possibilities for in silico prediction of cholestatic effects of drugs, we developed a mechanistic biokinetic model for human liver bile acid handling populated with human in vitro data. For this purpose we considered nine groups of bile acids in the human bile acid pool, i.e. chenodeoxycholic acid, deoxycholic acid, the remaining unconjugated bile acids and the glycine and taurine conjugates of each of the three groups. Michaelis-Menten kinetics of the human uptake transporter Na+-taurocholate cotransporting polypeptide (NTCP; SLC10A1) and BSEP were measured using NTCP-transduced HEK293 cells and membrane vesicles from BSEP-overexpressing HEK293 cells. For in vitro-in vivo scaling, transporter abundance was determined by LC-MS/MS in these HEK293 cells and vesicles as well as in human liver tissue. Other relevant human kinetic parameters were collected from literature, such as portal bile acid levels and composition, bile acid synthesis and amidation rate. Additional empirical scaling was applied by increasing the excretion rate with a factor 2.4 to reach near physiological steady-state intracellular bile acid concentrations (80 μM) after exposure to portal vein bile acid levels. Simulations showed that intracellular bile acid concentrations increase 1.7 fold in the presence of the BSEP inhibitors and cholestatic drugs cyclosporin A or glibenclamide, at intrahepatic concentrations of 6.6 and 20 μM, respectively. This simplified model provides a tool for a first indication whether drugs at therapeutic concentrations might cause cholestasis by inhibiting BSEP. © 2018 The Authors
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[Abstract]
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Reevaluation of the Munro dataset to derive more specific TTC thresholds
The threshold of toxicological concern (TTC) concept is a risk assessment tool for substances present at low oral exposure and lacking hazard data. In the past, several thresholds were elaborated by Munro et al. (1996) and Kroes et al. (2004). For these TTC thresholds, the Cramer class III threshold is based on a broad spectrum of substances, including organophosphates. For organophosphates a separate threshold was elaborated by Kroes et al. (2004), however without adjustment of the Cramer class III threshold. Moreover, reference was made by Munro et al. (2008) that for organohalogens a separate threshold also may apply whereas the EFSA (2012) considers that carbamate substances with anti-choline esterase activity can be included in the threshold for organophosphates. In this paper, a reevaluation of the Munro dataset (original TTC database) was performed, focused on the thresholds for organophosphates including carbamates, organohalogens and remaining Cramer class III substances. This way thresholds for each of these groups are elaborated. As a results of the current reevaluation of the Munro dataset, thresholds for life-time exposure are elaborated for the group of organophosphates including carbamates, the group of organohalogens and the remaining Cramer class III substances, being 0.30, 1.5 and 4.0. μg/kg bodyweight/day, respectively. © 2014 Elsevier Inc.
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[Abstract]
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The ChemScreen project to design a pragmatic alternative approachto predict reproductive toxicity of chemicals
article |
2015
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Author: |
Van der Burg, B.
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Wedebye, E.B.
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Dietrich, D.R.
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Jaworska, J.
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Mangelsdorf, I.
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Paune, E.
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Schwarz, M.
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Piersma, A.H.
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Kroese, E.D.
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Keywords: |
Toxicology Nutrition · In vitro · In silico · Integrated testing · Read accross · Reproductive toxicity · Endocrine disruptiona · Food and Nutrition · Healthy Living · Life · RAPID - Risk Analysis for Products in Development · ELSS - Earth, Life and Social Sciences
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There is a great need for rapid testing strategies for reproductive toxicity testing, avoiding animal use.The EU Framework program 7 project ChemScreen aimed to fill this gap in a pragmatic manner prefer-ably using validated existing tools and place them in an innovative alternative testing strategy. In ourapproach we combined knowledge on critical processes affected by reproductive toxicants with knowl-edge on the mechanistic basis of such effects. We used in silico methods for prescreening chemicalsfor relevant toxic effects aiming at reduced testing needs. For those chemicals that need testing wehave set up an in vitro screening panel that includes mechanistic high throughput methods and lowerthroughput assays that measure more integrative endpoints. In silico pharmacokinetic modules weredeveloped for rapid exposure predictions via diverse exposure routes. These modules to match in vitroand in vivo exposure levels greatly improved predictivity of the in vitro tests. As a further step, we havegenerated examples how to predict reproductive toxicity of chemicals using available data. We haveexecuted formal validations of panel constituents and also used more innovative manners to validatethe test panel using mechanistic approaches. We are actively engaged in promoting regulatory accep-tance of the tools developed as an essential step towards practical application, including case studies forread-across purposes. With this approach, a significant saving in animal use and associated costs seemsvery feasible.
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[Abstract]
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Quercetin increases the bioavailability of 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine (PhIP) in rats
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2008
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Author: |
Schutte, M.E.
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Alink, G.M.
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Freidig, A.P.
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Spenkelink, B.
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Vaessen, J.C.H.
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Sandt, J.J.M. van de
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Groten, J.P.
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Rietjens, I.M.C.M.
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Keywords: |
Biology · Biomedical Research · ABC transporters · Caco-2 monolayers · In silico modelling · PhIP · Quercetin · Rat · 2 amino 1 methyl 6 phenylimidazo[4,5 b]pyridine · quercetin · animal experiment · animal tissue · article · bioavailability · cell strain CACO 2 · computer model · controlled study · dietary intake · human · human cell · in vitro study · in vivo study · male · nonhuman · rat · Animals · Antioxidants · Area Under Curve · Biological Availability · Biological Transport, Active · Caco-2 Cells · Carcinogens · Humans · Imidazoles · Male · Models, Biological · Quercetin · Random Allocation · Rats · Rats, Wistar · Rattus
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This study investigates whether the previous observation that quercetin increases the transport of PhIP through Caco-2 monolayers in vitro could be confirmed in an in vivo rat model. Co-administration of 1.45 μmol PhIP/kg bw and 30 μmol quercetin/kg bw significantly increased the blood AUC(0-8 h) of PhIP in rats to 131 ± 14% of the AUC(0-8 h) for rats dosed with PhIP alone. Significantly increased blood PhIP levels were detected at 15, 30, 45 and 180 min. At 4 and 8 h post-dosing a difference in the PhIP levels in the blood between the two treatment groups was no longer observed. In vitro and in silico modeling of PhIP transport using Caco-2 cells and a previously described kinetic model for PhIP transport revealed that the relative increase in PhIP transport caused by quercetin is dependent on the concentration of the two compounds. When substituting the PhIP and quercetin concentrations used in the in vivo experiment in the kinetic model, an effect of quercetin on PhIP transport was predicted that matches the actual effect of 131% observed in vivo. It is concluded that quercetin increases the bioavailability of the pro-carcinogen PhIP in rats pointing at a potential adverse effect of this supposed beneficial food ingredient. © 2008 Elsevier Ltd. All rights reserved. Chemicals / CAS: 2 amino 1 methyl 6 phenylimidazo[4,5 b]pyridine, 105650-23-5; quercetin, 117-39-5; 2-amino-1-methyl-6-phenylimidazo(4,5-b)pyridine, 105650-23-5; Antioxidants; Carcinogens; Imidazoles; Quercetin, 117-39-5
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[Abstract]
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An in vitro and in silico study on the flavonoid-mediated modulation of the transport of 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine (PhIP) through Caco-2 monolayers
article |
2006
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Author: |
Schutte, M.E.
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Freidig, A.P.
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Sandt, J.J.M. van de
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Alink, G.M.
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Rietjens, I.M.C.M.
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Groten, J.P.
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Keywords: |
Biology · Biomedical Research · ABC transporter · Caco-2 · Flavonoid · Heterocyclic amine · In silico · 2 amino 1 methyl 6 phenylimidazo[4,5 b]pyridine · breast cancer resistance protein · chrysoeriol · elacridar · flavone · flavonoid · kaempferol · luteolin · morin · multidrug resistance protein · myricetin · naringenin · quercetin · robinetin · taxifolin · unclassified drug · verlukast · absorption · apical membrane · article · cell strain CACO 2 · computer model · controlled study · drug effect · human · human cell · Acridines · ATP-Binding Cassette Transporters · Biological Transport, Active · Caco-2 Cells · Carcinogens · Cell Membrane Permeability · Diffusion · Dose-Response Relationship, Drug · Flavanones · Flavonoids · Humans · Imidazoles · Intestinal Absorption · Intestinal Mucosa · Kinetics · Membrane Transport Proteins · Models, Biological · Multidrug Resistance-Associated Proteins · Neoplasm Proteins · P-Glycoprotein · Propionates · Quinolines · Reproducibility of Results · Tetrahydroisoquinolines
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The present study describes the effect of different flavonoids on the absorption of the pro-carcinogen PhIP through Caco-2 monolayers and the development of an in silico model describing this process taking into account passive diffusion and active transport of PhIP. Various flavonoids stimulated the apical to basolateral PhIP transport. Using the in silico model for flavone, kaempferol and chrysoeriol, the apparent Ki value for inhibition of the active transport to the apical side was estimated to be below 53 μM and for morin, robinetin and taxifolin between 164 and 268 μM. For myricetin, luteolin, naringenin and quercetin, the apparent Ki values were determined more accurately and amounted to 37.3, 12.2, 11.7 and 5.6 μM respectively. Additional experiments revealed that the apical to basolateral PhIP transport was also increased in the presence of a typical BCRP or MRP inhibitor with apparent Ki values in the same range as those of the flavonoids. This observation together with the fact that flavonoids are known to be inhibitors of MRPs and BCRP, corroborates that inhibition of these apical membrane transporters is involved in the flavonoid-mediated increased apical to basolateral PhIP transport. Based on the apparent Ki values obtained, it is concluded that the flavonols, at the levels present in the regular Western diet, are capable of stimulating the transport of PhIP through Caco-2 monolayers from the apical to the basolateral compartment. This points to flavonoid-mediated stimulation of the bioavailability of PhIP and, thus, a possible adverse effect of these supposed beneficial food ingredients. © 2006 Elsevier Inc. All rights reserved.
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[Abstract]
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