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1.
J Toxicol Sci ; 47(12): 531-538, 2022.
Article in English | MEDLINE | ID: mdl-36450497

ABSTRACT

Although human urinary aniline and 2,6-dimethylaniline were unexpectedly detected in biomonitoring data, little is known about the daily intake doses of aniline and 2,6-dimethylaniline in the living environment or their relation to tolerable daily intake (TDI) values in humans. In the current study, to evaluate the daily oral intake of aniline and 2,6-dimethylaniline in humans, forward and reverse dosimetry was carried out using simplified in silico physiologically based pharmacokinetic (PBPK) modeling established using in vivo experimental pharmacokinetic data. These data were from humanized-liver mice after single oral doses of 100 mg/kg aniline (previously determined) and 116 mg/kg 2,6-dimethylanine (currently investigated). The in vivo elimination rates of 2,6-dimethylaniline from plasma in humanized-liver mice were generally slow compared with those of aniline. Faster in vitro metabolic elimination rates of aniline mediated by liver 9000 × g supernatant fractions from rats than those from humans may suggest the existence of higher first-pass effects in rats than in humanized-liver mice. In silico aniline and 2,6-dimethylaniline concentration curves in human urine after virtual oral administrations were estimated by human PBPK models created with data from humanized-liver mice. Reverse dosimetry analysis using human PBPK models estimated the daily intake of aniline, based on reported human urinary concentrations in biomonitoring data, to be roughly similar to the aniline TDI level. These results suggest that forward and reverse dosimetry using simplified human PBPK models founded on data from humanized-liver mice can be used to evaluate possible higher than expected exposures of aniline and 2,6-dimethylaniline in humans.


Subject(s)
Aniline Compounds , Liver , Humans , Mice , Rats , Animals , Epichlorohydrin
3.
Biol Pharm Bull ; 45(1): 124-128, 2022 Jan 01.
Article in English | MEDLINE | ID: mdl-34732590

ABSTRACT

Physiologically based pharmacokinetic (PBPK) modeling has the potential to play significant roles in estimating internal chemical exposures. The three major PBPK model input parameters (i.e., absorption rate constants, volumes of the systemic circulation, and hepatic intrinsic clearances) were generated in silico for 212 chemicals using machine learning algorithms. These input parameters were calculated based on sets of between 17 and 65 chemical properties that were generated by in silico prediction tools before being processed by machine learning algorithms. The resulting simplified PBPK models were used to estimate plasma concentrations after virtual oral administrations in humans. The estimated absorption rate constants, volumes of the systemic circulation, and hepatic intrinsic clearance values for the 212 test compounds determined traditionally (i.e., based on fitting to measured concentration profiles) and newly estimated had correlation coefficients of 0.65, 0.68, and 0.77 (p < 0.01, n = 212), respectively. When human plasma concentrations were modeled using traditionally determined input parameters and again using in silico estimated input parameters, the two sets of maximum plasma concentrations (r = 0.85, p < 0.01, n = 212) and areas under the curve (r = 0.80, p < 0.01, n = 212) were correlated. Virtual chemical exposure levels in liver and kidney were also estimated using these simplified PBPK models along with human plasma levels. These results indicate that the PBPK model input parameters for humans of a diverse set of compounds can be reliability estimated using chemical descriptors calculated using in silico tools.


Subject(s)
Machine Learning , Models, Biological , Administration, Oral , Humans , Pharmaceutical Preparations , Reproducibility of Results
4.
Drug Metab Bioanal Lett ; 15(1): 64-69, 2022.
Article in English | MEDLINE | ID: mdl-34931973

ABSTRACT

AIM: The main aim of the current study was to obtain forward dosimetry assessments of pyrrolizidine alkaloid senkirkine plasma and liver concentrations by setting up a human physiologically based pharmacokinetic (PBPK) model based on the limited information available. BACKGROUND: The risks associated with plant-derived pyrrolizidine alkaloids as natural toxins have been assessed. OBJECTIVE: The pyrrolizidine alkaloid senkirkine was investigated because it was analyzed in a European transcriptomics study of natural hepatotoxins and in a study of the alkaloidal constituents of traditional Japanese food plants Petasites japonicus. The in silico human plasma and liver concentrations of senkirkine were modeled using doses reported for acute-term toxicity in humans. METHODS: Using a simplified PBPK model established using rat pharmacokinetic data, forward dosimetry was conducted. Since in vitro rat and human intrinsic hepatic clearances were similar; an allometric scaling approach was applied to rat parameters to create a human PBPK model. RESULTS: After oral administration of 1.0 mg/kg in rats in vivo, water-soluble senkirkine was absorbed and cleared from plasma to two orders of magnitude below the maximum concentration in 8 h. Human in silico senkirkine plasma concentration curves were generated after virtual daily oral administrations of 3.0 mg/kg senkirkine (the dose involved in an acute fatal hepatotoxicity case). A high concentration of senkirkine in the culture medium caused in vitro hepatotoxicity as evidenced by lactate dehydrogenase leakage from human hepatocyte-like HepaRG cells. CONCLUSION: Higher virtual concentrations of senkirkine in human liver and plasma than those in rat plasma were estimated using the current rat and human PBPK models. Current simulations suggest that if P. japonicus (a water-soluble pyrrolizidine alkaloid-producing plant) is ingested daily as food, hepatotoxic senkirkine could be continuously present in human plasma and liver.


Subject(s)
Chemical and Drug Induced Liver Injury , Drug-Related Side Effects and Adverse Reactions , Pyrrolizidine Alkaloids , Animals , Humans , Pyrrolizidine Alkaloids/toxicity , Rats , Water
5.
J Toxicol Sci ; 46(11): 525-530, 2021.
Article in English | MEDLINE | ID: mdl-34719555

ABSTRACT

Coumarin is a naturally occurring component of food products but is of clinical interest for its potential hepatotoxicity in humans. In the current study, the pharmacokinetics of coumarin in humanized-liver mice after oral and intravenous administrations (30 mg/kg) were investigated for its transformations to metabolically active coumarin 3,4-epoxide (as estimated by the levels of o-hydroxyphenylacetic acid) and to excretable 7-hydroxycoumarin. After oral administration, control mice metabolized coumarin to o-hydroxyphenylacetic acid at roughly the same rate as that to 7-hydroxycoumarin (total of unconjugated and conjugated forms). In contrast, the in vivo biotransformation of coumarin to o-hydroxyphenylacetic acid by humanized-liver mice was around two orders of magnitude less than that to conjugated and unconjugated 7-hydroxycoumarin. After intravenous administrations of coumarin, differences were observed in the plasma concentrations of o-hydroxyphenylacetic acid between humanized-liver mice treated with furafylline (daily oral doses of 13 mg/kg for 3 days) and untreated humanized-liver mice. The mean values of the areas under the plasma concentration versus time curves and the maximum concentrations for o-hydroxyphenylacetic acid were significantly lower in the group treated with furafylline (45% and 57% of the untreated values, respectively). These results suggested that the metabolic activation of coumarin in humans was mediated mainly by P450 1A2, which was suppressed by furafylline, and that humanized-liver mice orally treated with furafylline might constitute an in vivo model for metabolically inactivated P450 1A2 in human hepatocytes transplanted into chimeric mice.


Subject(s)
Coumarins , Cytochrome P-450 CYP1A2 , Animals , Coumarins/toxicity , Hepatocytes , Humans , Mice , Microsomes, Liver , Theophylline/analogs & derivatives
6.
Chem Res Toxicol ; 34(10): 2180-2183, 2021 10 18.
Article in English | MEDLINE | ID: mdl-34586804

ABSTRACT

Updated algorithms for predicting the volumes of systemic circulation (V1), along with absorption rate constants and hepatic intrinsic clearances, as input parameters for physiologically based pharmacokinetic (PBPK) models were established to improve the accuracy of estimated plasma and tissue concentrations of 323 chemicals after virtual oral administrations in rats. Using ridge regression with an enlarged set of chemical descriptors (up to 99), the estimated input V1 values resulted in an improved correlation coefficient (from 246 compounds) with the traditionally determined values. The PBPK model input parameters for rats of diverse compounds can be precisely estimated by increasing the number of descriptors.


Subject(s)
Organic Chemicals/pharmacokinetics , Administration, Oral , Animals , Organic Chemicals/administration & dosage , Rats , Tissue Distribution
7.
Biol Pharm Bull ; 44(11): 1775-1780, 2021 Nov 01.
Article in English | MEDLINE | ID: mdl-34433705

ABSTRACT

Aniline and its dimethyl derivatives reportedly become haematotoxic after metabolic N-hydroxylation of their amino groups. The plasma concentrations of aniline and its dimethyl derivatives after single oral doses of 25 mg/kg in rats were quantitatively measured and semi-quantitatively estimated using LC-tandem mass spectrometry. The quantitatively determined elimination rates of aniline; 2,4-dimethylaniline; and 3,5-dimethylaniline based on rat plasma versus time curves were generally rapid compared with those of 2,3-; 2,5-; 2,6-; and N,2-dimethylaniline. The primary acetylated metabolites of aniline; 2,4-dimethylaniline; and 3,5-dimethylaniline, as semi-quantitatively estimated based on their peak areas in LC analyses, were more extensively formed than those of 2,3-; 2,5-; 2,6-; and N,2-dimethylaniline. The areas under the curve of unmetabolized (remaining) aniline and its dimethyl derivatives estimated using simplified physiologically based pharmacokinetic models (that were set up using the experimental plasma concentrations) showed an apparently positive correlation with the reported lowest-observed-effect levels for haematotoxicity of these chemicals. In the case of 2,4-dimethylaniline, a methyl group at another C4-positon would be one of the determinant factors for rapid metabolic elimination to form aminotoluic acid. These results suggest that rapid and extensive metabolic activation of aniline and its dimethyl derivatives occurred in rats and that the presence of a methyl group at the C2-positon may generally suppress fast metabolic rates of dimethyl aniline derivatives that promote metabolic activation reactions at NH2 moieties.


Subject(s)
Aniline Compounds/pharmacokinetics , Hemolytic Agents/pharmacokinetics , Administration, Oral , Aniline Compounds/metabolism , Aniline Compounds/toxicity , Animals , Area Under Curve , Hemolytic Agents/metabolism , Hydroxylation , Male , Rats, Sprague-Dawley
8.
J Toxicol Sci ; 46(7): 311-317, 2021.
Article in English | MEDLINE | ID: mdl-34193768

ABSTRACT

The approved drug thalidomide is teratogenic in humans, nonhuman primates, and rabbits but not in rodents. The extensive biotransformation of 5'-hydroxythalidomide after oral administration of thalidomide (250 mg/kg) in rats was investigated in detail using liquid chromatography-tandem mass spectrometry. Probable metabolites 5'-hydroxythalidomide sulfate and glucuronide were extensively formed, with approximately tenfold and onefold peak areas, respectively, to the primary 5'-hydroxythalidomide measured using authentic standards. As a minor metabolite, 5-hydroxythalidomide was also detected. The output of simplified physiologically based pharmacokinetic rat models was consistent with the observed in vivo data under a metabolic ratio of 0.05 for the hepatic intrinsic clearance of thalidomide to unconjugated 5'-hydroxythalidomide. The aggregate of unconjugated and sulfate/glucuronide conjugated 5'-hydroxythalidomide forms appear to be the predominant metabolites in rats. Two hours after oral administration of thalidomide (100 mg/kg) to chimeric mice humanized with four different batches of genotyped human hepatocytes, the plasma concentration ratios of 5-hydroxythalidomide to 5'-hydroxythalidomide were correlated with replacement indexes of human liver cells previously transplanted in immunodeficient mice. These results indicate that rodent livers mediate thalidomide primary oxidation, leading to extensive deactivation in vivo to unconjugated/conjugated 5'-hydroxythalidomide and suggest that thalidomide activation might be dependent on the humanized livers in mice transplanted with human hepatocytes.


Subject(s)
Hepatocytes/drug effects , Oxidation-Reduction/drug effects , Oxidative Stress/drug effects , Teratogens/pharmacokinetics , Teratogens/toxicity , Thalidomide/pharmacokinetics , Thalidomide/toxicity , Animals , Humans , Male , Metabolic Networks and Pathways , Mice , Models, Animal , Rats , Species Specificity , Teratogens/metabolism , Thalidomide/analogs & derivatives , Thalidomide/metabolism
9.
Xenobiotica ; 51(6): 636-642, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33781181

ABSTRACT

p-Toluic acid, a metabolite of organic solvent xylene, has a high reported no-observed-effect level (NOEL, 1000 mg/kg) in rats, possibly because of direct glycine conjugation to methylhippuric acid. In this study, plasma levels of p-toluic acid and its glycine conjugate in mice and humanised-liver mice were evaluated after oral administrations.Although rapid conversion of p-toluic acid to its glycine conjugate was evident from mouse plasma concentrations, the biotransformation of p-toluic acid was slower in humanised-liver mice. The input parameters for physiologically based pharmacokinetic (PBPK) models were determined using fitting procedures to create PBPK-generated plasma concentration curves.The PBPK-modelled hepatic concentrations of p-toluic acid in humanised-liver mice were higher than those observed in plasma. PBPK-modelled hepatic and plasma concentrations of p-toluic acid also indicated slow elimination in humans.These results suggest that rapid conjugations of p-toluic acid reportedly observed in rats could result in overestimation of NOELs for conjugatable chemicals when extrapolated to humanised-liver mice or humans.


Subject(s)
Liver , Models, Biological , Animals , Benzoates , Mice , Microsomes, Liver , Rats
10.
Chem Res Toxicol ; 34(2): 507-513, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33433197

ABSTRACT

Recently developed computational models can estimate plasma, hepatic, and renal concentrations of industrial chemicals in rats. Typically, the input parameter values (i.e., the absorption rate constant, volume of systemic circulation, and hepatic intrinsic clearance) for simplified physiologically based pharmacokinetic (PBPK) model systems are calculated to give the best fit to measured or reported in vivo blood substance concentration values in animals. The purpose of the present study was to estimate in silico these three input pharmacokinetic parameters using a machine learning algorithm applied to a broad range of chemical properties obtained from several cheminformatics software tools. These in silico estimated parameters were then incorporated into PBPK models for predicting internal exposures in rats. Following this approach, simplified PBPK models were set up for 246 drugs, food components, and industrial chemicals with a broad range of chemical structures. We had previously generated PBPK models for 158 of these substances, whereas 88 for which concentration series data were available in the literature were newly modeled. The values for the absorption rate constant, volume of systemic circulation, and hepatic intrinsic clearance could be generated in silico by equations containing between 14 and 26 physicochemical properties. After virtual oral dosing, the output concentration values of the 246 compounds in plasma, liver, and kidney from rat PBPK models using traditionally determined and in silico estimated input parameters were well correlated (r ≥ 0.83). In summary, by using PBPK models consisting of chemical receptor (gut), metabolizing (liver), excreting (kidney), and central (main) compartments with in silico-derived input parameters, the forward dosimetry of new chemicals could provide the plasma/tissue concentrations of drugs and chemicals after oral dosing, thereby facilitating estimates of hematotoxic, hepatotoxic, or nephrotoxic potential as a part of risk assessment.


Subject(s)
Computer Simulation , Kidney/metabolism , Liver/metabolism , Models, Biological , Pharmaceutical Preparations/metabolism , Administration, Oral , Animals , Kidney/chemistry , Liver/chemistry , Pharmaceutical Preparations/administration & dosage , Pharmaceutical Preparations/chemistry , Rats
11.
Chem Res Toxicol ; 34(2): 522-528, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33198470

ABSTRACT

Tetrabromobisphenol A, a brominated flame retardant, is increasingly prevalent worldwide and presents a potential health risk. Adjusted animal biomonitoring equivalents of tetrabromobisphenol A after orally administered doses in humanized-liver mice were scaled up to humans using known species allometric scaling factors to set up simplified physiologically based pharmacokinetic (PBPK) models. Absorbed tetrabromobisphenol A was slightly, moderately, and extensively metabolized in vivo to its glucuronide in rats, control mice, and humanized-liver mice tested, respectively. In silico estimated hepatic exposures of tetrabromobisphenol A and its glucuronide generated using the rat PBPK model-generated plasma concentration profiles were consistent with the reported values. The extent of hepatic injury in humanized-liver mice caused by tetrabromobisphenol A was evaluated by detecting human albumin mRNA in mouse plasma after oral administration of a high dose of tetrabromobisphenol A (1000 mg/kg). Reverse dosimetry analyses were carried out using two human PBPK models (set up based on the humanized-liver-mouse model and by optimizing the input parameters for reported human plasma concentrations of tetrabromobisphenol A glucuronide) to estimate the tetrabromobisphenol A daily intake based on reported human serum concentrations of total tetrabromobisphenol A from biomonitoring data. Within the predictability of the forward and reverse dosimetry estimations, the calculated daily intake was found to be far below established health benchmark levels (i.e., the suggested daily reported reference dose) with a wide (4 orders of magnitude) safety margin. These results suggest that the simplified PBPK models can be successfully applied to forward and reverse dosimetry estimations of tissue and/or blood exposures of tetrabromobisphenol A in humans after oral doses.


Subject(s)
Liver/metabolism , Models, Biological , Polybrominated Biphenyls/metabolism , Administration, Oral , Animals , Chemical and Drug Induced Liver Injury/blood , Chemical and Drug Induced Liver Injury/metabolism , Humans , Liver/drug effects , Mice , Polybrominated Biphenyls/adverse effects , Polybrominated Biphenyls/pharmacokinetics
12.
Xenobiotica ; 51(3): 316-323, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33179995

ABSTRACT

Plasma concentrations of acetaminophen, its glucuronide and sulfate conjugates, and cysteinyl acetaminophen were experimentally determined after oral administrations of 10 mg/kg in humanised-liver mice, control mice, rats, common marmosets, cynomolgus monkeys, and minipigs; the results were compared with reported human pharmacokinetic data. Among the animals tested, only rats predominantly converted acetaminophen to sulfate conjugates, rather than glucuronide conjugates. In contrast, the values of area under the plasma concentration curves of acetaminophen, its glucuronide and sulfate conjugates, and cysteinyl acetaminophen after oral administration of acetaminophen in marmosets and minipigs were consistent with those reported in humans under the present conditions. Physiologically based pharmacokinetic (PBPK) models (consisting of the gut, liver, and central compartments) for acetaminophen and its primary metabolite could reproduce and estimate, respectively, the plasma and hepatic concentrations of acetaminophen in experimental animals and humans after single virtual oral doses. The values of area under the curves of hepatic concentrations of acetaminophen estimated using PBPK models were correlated with the measured levels of cysteinyl acetaminophen (a deactivated metabolite) in plasma fractions in these species. Consequently, using simple PBPK models and plasma data to predict hepatic chemical concentrations after oral doses could be helpful as an indicator of in vivo possible hepatotoxicity of chemicals such as acetaminophen.


Subject(s)
Acetaminophen/pharmacokinetics , Liver/chemistry , Plasma/chemistry , Administration, Oral , Animals , Callithrix , Humans , Macaca fascicularis , Mice , Rats , Swine , Swine, Miniature
13.
Chem Res Toxicol ; 33(12): 3048-3053, 2020 12 21.
Article in English | MEDLINE | ID: mdl-33283517

ABSTRACT

Bromobenzene is an industrial solvent that elicits toxicity predominantly in the liver. In this study, the hepatic concentrations of bromobenzene and its related compounds 1,2-dibromobenzene and 1,4-dibromobenzene in humanized-liver mice were predicted after single oral administrations by simplified physiologically based pharmacokinetic (PBPK) models that had been set up on experimental plasma concentrations after single oral doses of 100 mg/kg to rats and 100-250 mg/kg to control mice and humanized-liver mice. The output values by simplified PBPK models were consistent with measured blood substrate concentrations in rats, control mice, and humanized-liver mice with suitable input parameter values derived from in silico prediction and the literature or estimated by fitting the measured plasma substrate concentrations. The predicted time-dependent hepatic concentrations after virtual administrations in humanized-liver mice were partly confirmed with single measured hepatic concentrations of bromobenzene and 1,4-dibromobenzene 2 h after oral doses of 150-250 mg/kg to humanized-liver mice. Moreover, leaked human albumin mRNA, a marker of the extent of human hepatic injuries, in humanized-liver mouse plasma was detected after oral administration of bromobenzene, 1,2-dibromobenzene, and 1,4-dibromobenzene. These results suggest that dosimetry approaches for determining tissue and/or blood exposures of hepatic toxicants bromobenzene, 1,2-dibromobenzene, and 1,4-dibromobenzene in humanized-liver mice were useful after virtual oral doses using simplified PBPK models. Using simplified PBPK models and plasma data from humanized-liver mice has potential to predict and evaluate the hepatic toxicity of bromobenzenes and related compounds in humanized-liver mice and in humans.


Subject(s)
Bromobenzenes/pharmacokinetics , Disease Models, Animal , Models, Biological , Administration, Oral , Animals , Bromobenzenes/analysis , Bromobenzenes/toxicity , Male , Mice , Mice, Transgenic
14.
J Toxicol Sci ; 45(12): 763-767, 2020.
Article in English | MEDLINE | ID: mdl-33268676

ABSTRACT

A simplified physiologically based pharmacokinetic (PBPK) model consisting of chemical receptor, metabolizing and/or excreting, and central compartments was recently proposed. In the current study, this type of PBPK model was set up for perfluorooctane sulfonate, an environmental toxicant with liver effects, as a model compound; the model was then used to estimate tissue concentrations. The pharmacokinetic parameter input values for the model were calculated to give the best fit to reported/measured blood substrate concentrations in rats. The maximum concentrations and areas under the concentration versus time curves in plasma, liver, and kidney extrapolated using PBPK models for perfluorobutane sulfonic acid, perfluorohexane sulfonic acid, and perfluorooctane sulfonic acid were consistent with the reported mean values in rats. Using the rat models and scaled-up human PBPK models, some accumulation of perfluorooctane sulfonic acid in plasma and liver was seen after repeated doses. The reported 50th and 95th percentile concentrations of perfluorooctane sulfonic acid in human blood (0.0048 and 0.0183 ng/mL, respectively) in the general population underwent reverse dosimetry analysis using our PBPK models. These human blood concentrations potentially imply exposures of 0.041 and 0.16 µg/kg/day, respectively, for 90 days, values that are roughly similar to the reference dose (0.02 µg/kg/day) with an uncertainty factor of 30. These results indicate the relatively good estimates for tissue and blood exposures of chemical substrates after oral doses generated using the latest PBPK models.


Subject(s)
Alkanesulfonic Acids/pharmacokinetics , Alkanesulfonic Acids/toxicity , Fluorocarbons/pharmacokinetics , Fluorocarbons/toxicity , Kidney/metabolism , Liver/metabolism , Models, Biological , Administration, Oral , Alkanesulfonic Acids/administration & dosage , Alkanesulfonic Acids/blood , Animals , Dose-Response Relationship, Drug , Fluorocarbons/administration & dosage , Fluorocarbons/blood , Humans , No-Observed-Adverse-Effect Level , Rats , Tissue Distribution , Toxicokinetics
15.
J Toxicol Sci ; 45(11): 695-700, 2020.
Article in English | MEDLINE | ID: mdl-33132243

ABSTRACT

Coumarin is a dietary-derived substance that is extensively metabolized by human liver to excretable 7-hydroxycoumarin. Although coumarin under daily dietary consumption is generally regarded as nontoxic, the substance is of toxicological and clinical interest because of its potential association with hepatotoxicity, which is especially evident in rats. In this study, the pharmacokinetics of coumarin were modeled after virtual oral administration in humans. The adjusted monitoring equivalents of coumarin, along with the biotransformation of coumarin to o-hydroxyphenylacetic acid (via 3,4-epoxidation) based on reported plasma concentrations from rat studies, were scaled to human coumarin equivalents using known species allometric scaling factors. Using rat and human liver preparations, data on the rapid in vitro metabolic clearance for humans (~50-fold faster than in rats) were obtained for in vitro-in vivo extrapolation. For human physiologically based pharmacokinetic (PBPK) modeling, the metabolic ratios to o-hydroxyphenylacetic acid and 7-hydroxycoumarin were set at minor (0.1) and major (0.9) levels for the total disappearance of coumarin. The resulting modeled plasma concentration curves in humans generated by simple PBPK models were consistent with reported simulated coumarin maximum concentrations. These results provide basic information to simulate plasma levels of coumarin and its primary metabolite 7-hydroxycoumarin or its secondary activated metabolite o-hydroxyphenylacetic acid (via 3,4-epoxidation) resulting from dietary foodstuff consumption. Under the current assumptions, little toxicological impact of coumarin was evident in humans, thereby indicating the usefulness of forward dosimetry using PBPK modeling for human risk assessment.


Subject(s)
Coumarins/blood , Coumarins/toxicity , Animals , Computer Simulation , Coumarins/metabolism , Coumarins/pharmacokinetics , Datasets as Topic , Humans , In Vitro Techniques , Liver/metabolism , Male , Models, Biological , Phenylacetates/blood , Rats, Sprague-Dawley , Risk Assessment , Umbelliferones/blood
16.
Chem Res Toxicol ; 33(7): 1736-1751, 2020 07 20.
Article in English | MEDLINE | ID: mdl-32500706

ABSTRACT

Recently developed high-throughput in vitro assays in combination with computational models could provide alternatives to animal testing. The purpose of the present study was to model the plasma, hepatic, and renal pharmacokinetics of approximately 150 structurally varied types of drugs, food components, and industrial chemicals after virtual external oral dosing in rats and to determine the relationship between the simulated internal concentrations in tissue/plasma and their lowest-observed-effect levels. The model parameters were based on rat plasma data from the literature and empirically determined pharmacokinetics measured after oral administrations to rats carried out to evaluate hepatotoxic or nephrotic potentials. To ensure that the analyzed substances exhibited a broad diversity of chemical structures, their structure-based location in the chemical space underwent projection onto a two-dimensional plane, as reported previously, using generative topographic mapping. A high-throughput in silico one-compartment model and a physiologically based pharmacokinetic (PBPK) model consisting of chemical receptor (gut), metabolizing (liver), central (main), and excreting (kidney) compartments were developed in parallel. For 159 disparate chemicals, the maximum plasma concentrations and the areas under the concentration-time curves obtained by one-compartment models and modified simple PBPK models were closely correlated. However, there were differences between the PBPK modeled and empirically obtained hepatic/renal concentrations and plasma maximal concentrations/areas under the concentration-time curves of the 159 chemicals. For a few compounds, the lowest-observed-effect levels were available for hepatotoxicity and nephrotoxicity in the Hazard Evaluation Support System Integrated Platform in Japan. The areas under the renal or hepatic concentration-time curves estimated using PBPK modeling were inversely associated with these lowest-observed-effect levels. Using PBPK forward dosimetry could provide the plasma/tissue concentrations of drugs and chemicals after oral dosing, thereby facilitating estimates of nephrotoxic or hepatotoxic potential as a part of the risk assessment.


Subject(s)
Kidney/metabolism , Liver/metabolism , Models, Biological , Pharmaceutical Preparations/metabolism , Pharmacokinetics , Administration, Oral , Animals , Computer Simulation , Pharmaceutical Preparations/blood , Rats
17.
Chem Res Toxicol ; 33(2): 634-639, 2020 02 17.
Article in English | MEDLINE | ID: mdl-31854189

ABSTRACT

To investigate the respective roles of cytochromes P450 2C9 and 3A in drug oxidation in human livers, the in vivo pharmacokinetics of S-warfarin and diclofenac were analyzed after intravenous administrations in chimeric mice that had been transplanted with human hepatocytes. P450 2C9 was metabolically inactivated in the humanized mice by orally pretreating them with tienilic acid. After intravenous administration of S-warfarin, a significant difference in the concentration-time profiles of the primary metabolite 7-hydroxywarfarin between untreated mice and mice treated with tienilic acid was observed. In contrast, there were no apparent differences in the profiles for S-warfarin between the treated and untreated groups. The mean values of the maximum concentrations (Cmax) and the areas under the plasma concentration versus time curves (AUCinfinity) for 7-hydroxywarfarin were significantly lower (22 and 16% of the untreated values, respectively) in the treated group. This presumably resulted from suppressed P450 2C9 activity in the primary oxidative metabolism in vivo in the treated group. After diclofenac administration, plasma levels of diclofenac, 5-hydroxydiclofenac, and diclofenac acylglucuronide were roughly similar in pretreated and untreated mice. However, the mean Cmax and AUCinfinity values for 4'-hydroxydiclofenac were significantly lower (38 and 53% of the untreated group, respectively) in the treated group. The reported value of ∼0.8 for the fraction of S-warfarin metabolized to 7-hydroxywarfarin mediated by P450 2C9 in in vitro systems was similar to the value implied by the present humanized-liver mouse model pretreated with tienilic acid in which the AUC of 7-hydroxywarfarin was reduced by 84%. In contrast, the fractions of diclofenac metabolized to 4'-hydroxydiclofenac in in vitro and in vivo experiments were inconsistent. These results suggested that humanized-liver mice orally treated with tienilic acid might constitute an in vivo model for metabolically inactivated P450 2C9 in human hepatocytes transplanted into chimeric mice. Moreover, diclofenac, a typical in vitro P450 2C9 probe substrate, was cleared differently in vitro and in humanized-liver mice in vivo.


Subject(s)
Cytochrome P-450 CYP2C9/metabolism , Cytochrome P-450 CYP3A/metabolism , Diclofenac/analogs & derivatives , Hepatocytes/metabolism , Transplantation Chimera/metabolism , Animals , Diclofenac/metabolism , Humans , Hydroxylation , Mice
18.
J Toxicol Sci ; 44(8): 543-548, 2019.
Article in English | MEDLINE | ID: mdl-31378765

ABSTRACT

Long-term exposure to certain volatile organic compounds is a significant public health concern. A variety of food containers and drinking cups prepared from polystyrene or polystyrene-related plastics could contain styrene monomer. In the current study, the concentrations of styrene in plasma and liver were surveyed and determined after oral doses of 25 mg/kg to rats and 200 mg/kg to control and humanized-liver mice. Plasma concentrations of styrene in rats were still detected 2 hr after 10-25 mg/kg oral doses. In contrast, after an order of magnitude higher oral dose of styrene (200 mg/kg) to mice, styrene in mouse plasma was rapidly cleared within 15 min to the limit-of-detection level. However, unmetabolized styrene was detected in mouse liver 24 hr after oral treatment. A simple physiologically based pharmacokinetic (PBPK) model capable of estimating blood and liver concentrations of styrene was established for rats. A human PBPK model was then set up for styrene by using the same intrinsic hepatic clearances in rats and humans and by applying allometric scaling to rat parameters obtained from the plasma concentrations of styrene in rats. By reverse dosimetry analysis (from concentrations to doses), we found that the 95th percentile values of styrene concentrations (0.132 ng/mL) reported in United States biomonitoring data of more than 1000 human blood samples may imply exposure to repeated oral doses of styrene of 2.89 µg/kg/day. These results suggest that styrene biomonitoring data in human blood samples imply exposures roughly similar to or lower than the established tolerable daily intake level of 7.7 µg/kg/day.


Subject(s)
Liver/metabolism , Styrene/blood , Styrene/pharmacokinetics , Administration, Oral , Animals , Food Packaging , Male , Metabolic Clearance Rate , Mice, Inbred ICR , Mice, Transgenic , Models, Animal , Models, Biological , No-Observed-Adverse-Effect Level , Rats, Sprague-Dawley , Styrene/administration & dosage , Time Factors
20.
Chem Res Toxicol ; 32(2): 333-340, 2019 02 18.
Article in English | MEDLINE | ID: mdl-30652481

ABSTRACT

Dibutyl phthalate (DBP) was widely used as a plasticizer but it has been recently replaced with other kinds of phthalates such as di(2-ethylhexyl)phthalate and diisononyl phthalate because of its toxicity. To evaluate the human risk of DBP, forward and reverse dosimetry was conducted using in silico simplified physiologically based pharmacokinetic (PBPK) modeling based on in vivo experimental pharmacokinetic data in humanized-liver mice (HL-mice) obtained after an oral dose of 100 mg/kg. Absorbed DBP was converted to monobutyl phthalate (MBP) and its glucuronide extensively in vivo. HL-mice had higher concentrations of MBP glucuronide in plasma than did the control mice. Concentrations of MBP glucuronide in 0-7 h accumulated urine samples from HL-mice were significantly higher than those in control mice. Similarly, in vitro MBP glucuronidation rates mediated by pooled microsomes from rat or mouse livers were lower than those mediated by human liver microsomes. Liver damage by MBP to humanized liver was detected by measuring human albumin mRNA in HL-mouse plasma. By simple PBPK modeling, in silico concentration curves in plasma, liver, or urine following virtual oral administration of DBP were created for rats, control mice, and HL-mice. A human PBPK model for MBP was established based on the HL-mouse PBPK model using allometric scaling without consideration of interspecies factors in terms of liver metabolism. Human PBPK models were used to estimate urinary and plasma concentrations of MBP and its glucuronide throughout 14 days of oral DBP administration (1.2 and 13 µg/kg/day). Reverse dosimetry PBPK modeling found that reported 50th and 95th percentile MBP urine and plasma concentrations of the general population could potentially imply exposures similar to or exceeding tolerable daily intake levels (5-10 µg/kg/day) recommended by the European and Japanese authorities. Further in-depth assessment of DBP is needed to assess the validity of assumptions made based on human biomonitoring data.


Subject(s)
Dibutyl Phthalate/metabolism , Liver/metabolism , Phthalic Acids/analysis , Plasticizers/metabolism , Administration, Oral , Animals , Chromatography, High Pressure Liquid , Dibutyl Phthalate/administration & dosage , Dibutyl Phthalate/blood , Dibutyl Phthalate/urine , Female , Humans , Male , Mice , Microsomes, Liver/metabolism , Models, Animal , Phthalic Acids/metabolism , Plasticizers/administration & dosage , Plasticizers/analysis , Rats , Rats, Sprague-Dawley , Serum Albumin/genetics , Serum Albumin/metabolism , Spectrophotometry, Ultraviolet
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