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1.
Ther Drug Monit ; 45(6): 797-804, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37798835

ABSTRACT

BACKGROUND: Topiramate (TPM) is used for the treatment of various epileptic seizures and the prevention of migraine. This study aimed to develop a population pharmacokinetic model and identify covariates that influence TPM behavior in patients with epilepsy in Kuwait. METHODS: Data were collected retrospectively from 108 patients (2 years old and above) with epilepsy who were treated with oral TPM and 174 TPM blood samples from 3 hospitals in Kuwait from 2009 to 2016. Data were randomly divided into 2 groups for model development and validation. The population pharmacokinetic model was built using the nonparametric modeling algorithm (Pmetrics). The model was evaluated internally through the visual predictive check method and externally using a new data set. RESULTS: A 1-compartment model with first-order elimination fitted the data well. Covariates showing a significant effect on the elimination rate constant were renal function and coadministration of carbamazepine (CBZ). The mean estimated clearance was 2.11 L/h; this was 50% higher for patients coadministered with CBZ. Age and sex were essential covariates for the volume of distribution (V). The visual predictive check of the final model could predict the measured concentrations. External validation further confirmed the favorable predictive performance of the model with low bias and imprecision for predicting the concentration in a particular population. CONCLUSIONS: TPM elimination was increased with CBZ coadministration and was affected by renal function. Meanwhile, age and sex were the main predictors for V. The predictive performance of the final model proved to be valid internally and externally.


Subject(s)
Anticonvulsants , Epilepsy , Humans , Child, Preschool , Topiramate/therapeutic use , Anticonvulsants/therapeutic use , Anticonvulsants/pharmacokinetics , Retrospective Studies , Fructose/therapeutic use , Fructose/pharmacokinetics , Epilepsy/drug therapy , Carbamazepine/therapeutic use , Seizures/drug therapy , Benzodiazepines/therapeutic use
2.
Eur J Clin Pharmacol ; 78(11): 1843-1850, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36121498

ABSTRACT

PURPOSE: To determine the influences of one or two consecutive missed topiramate (TPM) doses on TPM pharmacokinetics and to suggest the proper TPM replacement dosing schemes using Monte Carlo simulations. METHODS: Monte Carlo simulations were performed for various replacement dosing schemes using the parameters from the published population pharmacokinetic models. The lowest percentage of deviation of simulated concentrations outside the reference range of 5-20 mg/L from the compliance scenario for each replacement dosing scheme was used as a criterion for choosing the proper replacement dosing scheme. RESULTS: For the one missed dose, the replacement with an immediate regular dose and a partial dose resulted in the lowest and highest percentages of concentration below 5 mg/L, respectively. While the opposite results were observed for the upper bound of the reference range (20 mg/L). For the two consecutive missed doses, the replacement with one and a half-missed doses resulted in a lower percentage of deviation of concentrations below 5 mg/L from the compliance scenario than the replacement with one regular dose. CONCLUSIONS: For the one missed dose, taking an immediate regular dose might be suitable for patients who require higher TPM levels, while for patients who require lower TPM levels, an immediate partial dose could be used. For the two consecutive missed doses, an immediate one and a half regular dose might be suitable. However, these results were merely based on simulations; thus, they should be used alongside the clinician's justification based on seizure control.


Subject(s)
Anticonvulsants , Fructose , Anticonvulsants/pharmacokinetics , Drug Administration Schedule , Fructose/pharmacokinetics , Humans , Monte Carlo Method , Topiramate
3.
Ther Drug Monit ; 40(1): 144-147, 2018 02.
Article in English | MEDLINE | ID: mdl-29095797

ABSTRACT

BACKGROUND: Several studies have demonstrated that renal impairment not only decreases renal clearance but also hepatic clearance of medications that are CYP3A4 substrates. We evaluated the influence of renal function on the pharmacokinetics of antiepileptic drugs metabolized by CYP3A4. METHODS: We retrospectively calculated the concentration/dose ratio (CD ratio) for topiramate and clobazam in an epilepsy patient with renal impairment. In addition, we determined the CD ratio of perampanel in 17 patients with normal renal function and compared it with that in the patient with renal impairment. RESULTS: A patient with frontal lobe epilepsy and mild renal impairment [creatinine clearance (CCr): 67.7 mL/min] was taking phenytoin and 3 CYP3A4 substrates (topiramate, clobazam, and perampanel). With progression of renal impairment (CCr: 28.1 mL/min), the CD ratios of topiramate and clobazam increased by about 2-fold. The mean CD ratio of perampanel was 1740 ± 966 ng·mL·mg·kg in the 17 patients with normal renal function using phenytoin. By contrast, the CD ratio of perampanel was markedly higher (range: 5327-9113 ng·mL·mg·kg) in the patient with renal impairment (CCr: <20 mL/min). CONCLUSIONS: These findings suggest that dose adjustment based on therapeutic drug monitoring is probably necessary when topiramate, clobazam, or perampanel is prescribed for patients with moderate-to-severe renal impairment.


Subject(s)
Anticonvulsants/pharmacokinetics , Benzodiazepines/pharmacokinetics , Cytochrome P-450 CYP3A/metabolism , Fructose/analogs & derivatives , Pyridones/pharmacokinetics , Renal Insufficiency/blood , Anticonvulsants/blood , Benzodiazepines/blood , Clobazam , Fructose/blood , Fructose/pharmacokinetics , Humans , Kidney Function Tests , Male , Middle Aged , Nitriles , Pyridones/blood , Retrospective Studies , Topiramate
4.
Ther Drug Monit ; 39(1): 55-61, 2017 02.
Article in English | MEDLINE | ID: mdl-27941476

ABSTRACT

BACKGROUND: This study investigated the pharmacokinetic interactions between topiramate (TPM) and concomitant antiepileptic drugs and evaluated the therapeutic concentration range of TPM and the effect of the achieved plasma concentration on the retention rate of TPM therapy. METHODS: A total of 1217 plasma samples obtained from 610 patients were retrospectively investigated, and the concentration-to-dose ratio (CD ratio) of TPM was compared among patients on various antiepileptic drug regimens. In addition, the therapeutic concentration of TPM was reviewed in patients on long-term therapy, and factors influencing the retention rate of TPM were analyzed by the Kaplan-Meier method. RESULTS: Among patients using hepatic enzyme inducers (phenytoin, phenobarbital, and carbamazepine), the CD ratio was reduced by 45.4% in adults and 33.3% in children. Patients taking phenytoin concomitantly had a significantly lower CD ratio than patients taking phenobarbital or carbamazepine. Among noninducers, concomitant use of stiripentol increased the CD ratio. In 276 patients who remained on TPM therapy for more than 2 years, the mean therapeutic concentration was 5.1 mcg/mL (15.0 µmol/L). The estimated retention day was significantly higher for patients with a TPM concentration >5 mcg/mL than that for patients with a concentration <5 mcg/mL (945 versus 802 days; P = 0.007 by the log-rank test). Also, patients without hepatic enzyme inducers had a significantly higher retention rate than patients using such inducers (P = 0.002). CONCLUSIONS: Concomitant use of hepatic enzyme inducers markedly reduced the plasma TPM concentration and can decrease its antiepileptic effect. A therapeutic concentration of >5 mcg/mL TPM was significantly associated with continuation of therapy, and therapeutic drug monitoring can be helpful.


Subject(s)
Anticonvulsants/pharmacokinetics , Cytochrome P-450 Enzyme Inducers/pharmacology , Cytochrome P-450 Enzyme Inhibitors/pharmacology , Fructose/analogs & derivatives , Adult , Age Factors , Anticonvulsants/administration & dosage , Anticonvulsants/pharmacology , Child , Cytochrome P-450 Enzyme Inducers/administration & dosage , Cytochrome P-450 Enzyme Inhibitors/administration & dosage , Dose-Response Relationship, Drug , Drug Interactions , Drug Monitoring/methods , Drug Therapy, Combination , Epilepsy/drug therapy , Female , Fructose/administration & dosage , Fructose/pharmacokinetics , Humans , Male , Retrospective Studies , Topiramate
5.
Ther Drug Monit ; 39(2): 124-131, 2017 04.
Article in English | MEDLINE | ID: mdl-28230619

ABSTRACT

BACKGROUND: Topiramate is a second-generation antiepileptic drug used as monotherapy and adjunctive therapy in adults and children with partial seizures. A population pharmacokinetic (PPK) analysis was performed to improve the topiramate dosage adjustment for individualized treatment. METHODS: Patients whose steady-state serum concentration of topiramate was routinely monitored at Kyoto University Hospital from April 2012 to March 2013 were included in the model-building data. A nonlinear mixed effects modeling program was used to evaluate the influence of covariates on topiramate pharmacokinetics. The obtained PPK model was evaluated by internal model validations, including goodness-of-fit plots and prediction-corrected visual predictive checks, and was externally confirmed using the validation data from January 2015 to December 2015. RESULTS: A total of 177 steady-state serum concentrations from 93 patients were used for the model-building analysis. The patients' age ranged from 2 to 68 years, and body weight ranged from 8.6 to 105 kg. The median serum concentration of topiramate was 1.7 mcg/mL, and half of the patients received carbamazepine coadministration. Based on a one-compartment model with first order absorption and elimination, the apparent volume of distribution was 105 L/70 kg, and the apparent clearance was allometrically related to the body weight as 2.25 L·h·70 kg without carbamazepine or phenytoin. Combination treatment with carbamazepine or phenytoin increased the apparent clearance to 3.51 L·h·70 kg. Goodness-of-fit plots, prediction-corrected visual predictive check, and external validation using the validation data from 43 patients confirmed an appropriateness of the final model. Simulations based on the final model showed that dosage adjustments allometrically scaling to body weight can equalize the serum concentrations in children of various ages and adults. CONCLUSIONS: The PPK model, using the power scaling of body weight, effectively elucidated the topiramate serum concentration profile ranging from pediatric to adult patients. Dosage adjustments based on body weight and concomitant antiepileptic drug help obtain the dosage of topiramate necessary to reach an effective concentration in each individual.


Subject(s)
Anticonvulsants/pharmacokinetics , Anticonvulsants/therapeutic use , Epilepsy/drug therapy , Fructose/analogs & derivatives , Adolescent , Adult , Aged , Asian People , Body Weight/drug effects , Carbamazepine/pharmacokinetics , Carbamazepine/therapeutic use , Child , Child, Preschool , Drug Monitoring/methods , Female , Fructose/pharmacokinetics , Fructose/therapeutic use , Humans , Male , Middle Aged , Models, Biological , Monitoring, Physiologic/methods , Phenytoin/pharmacokinetics , Phenytoin/therapeutic use , Seizures/drug therapy , Topiramate , Young Adult
6.
J Hum Nutr Diet ; 30(1): 73-82, 2017 02.
Article in English | MEDLINE | ID: mdl-27600184

ABSTRACT

BACKGROUND: In healthy individuals, the absorption of fructose in excess of glucose in solution is enhanced by the addition of glucose. The present study aimed to assess the effects of glucose addition to fructose or fructans on absorption patterns and genesis of gastrointestinal symptoms in patients with functional bowel disorders. METHODS: Randomised, blinded, cross-over studies were performed in healthy subjects and functional bowel disorder patients with fructose malabsorption. The area-under-the-curve (AUC) was determined for breath hydrogen and symptom responses to: (i) six sugar solutions (fructose in solution) (glucose; sucrose; fructose; fructose + glucose; fructan; fructan + glucose) and (ii) whole foods (fructose in foods) containing fructose in excess of glucose given with and without additional glucose. Intake of fermentable short chain carbohydrates (FODMAPs; fermentable, oligo-, di-, monosaccharides and polyols) was controlled. RESULTS: For the fructose in solution study, in 26 patients with functional bowel disorders, breath hydrogen was reduced after glucose was added to fructose compared to fructose alone [mean (SD) AUC 92 (107) versus 859 (980) ppm 4 h-1 , respectively; P = 0.034). Glucose had no effect on breath hydrogen response to fructans (P = 1.000). The six healthy controls showed breath hydrogen patterns similar to those with functional bowel disorders. No differences in symptoms were experienced with the addition of glucose, except more nausea when glucose was added to fructose (P = 0.049). In the fructose in foods study, glucose addition to whole foods containing fructose in excess of glucose in nine patients with functional bowel disorders and nine healthy controls had no significant effect on breath hydrogen production or symptom response. CONCLUSIONS: The absence of a favourable response on symptoms does not support the concomitant intake of glucose with foods high in either fructose or fructans in patients with functional bowel disorders.


Subject(s)
Fructose/administration & dosage , Fructose/pharmacokinetics , Gastrointestinal Diseases/drug therapy , Glucose/administration & dosage , Glucose/pharmacokinetics , Malabsorption Syndromes/drug therapy , Adolescent , Adult , Aged , Australia , Breath Tests , Cross-Over Studies , Diet , Double-Blind Method , Endpoint Determination , Female , Fructose/adverse effects , Humans , Hydrogen/metabolism , Intestinal Absorption/drug effects , Irritable Bowel Syndrome/drug therapy , Male , Middle Aged , Young Adult
7.
Epilepsy Behav ; 57(Pt A): 105-110, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26943947

ABSTRACT

OBJECTIVE: The objectives of these two studies were to determine if beads from extended-release topiramate capsules sprinkled onto soft food are bioequivalent to the intact capsule and if beads from the capsule can be passed through enteral gastrostomy (G-) and jejunostomy (J-) feeding tubes. METHODS: Bioequivalence of 200-mg USL255 (Qudexy XR [topiramate] extended-release capsules) sprinkled onto soft food (applesauce) versus the intact capsule was evaluated in a phase 1, randomized, single-dose, crossover study (N=36). Pharmacokinetic evaluations included area under the curve (AUC), maximum plasma concentration (Cmax), time to Cmax (Tmax), and terminal elimination half-life (t1/2). If 90% confidence intervals (CI) of the ratio of geometric least-squares means were between 0.80 and 1.25, AUC and Cmax were considered bioequivalent. In separate in vitro experiments, 100-mg USL255 beads were passed through feeding tubes using gentle syringe pressure to develop a clog-free bead-delivery method. Multiple tube sizes (14- to 18-French [Fr] tubes), dilutions (5 mg/15 mL-25 mg/15 mL), and diluents (deionized water, apple juice, Ketocal, sparkling water) were tested. RESULTS: Area under the curve and Cmax for USL255 beads sprinkled onto applesauce were bioequivalent to the intact capsule (GLSM [90% CI]: AUC0-t 1.01 [0.97-1.04], AUC0-∞ 1.02 [0.98-1.05]; Cmax 1.09 [1.03-1.14]). Median Tmax was 4h earlier for USL255 sprinkled versus the intact capsule (10 vs 14 h; p=0.0018), and t1/2 was similar (84 vs 82 h, respectively). In 14-Fr G-tubes, USL255 beads diluted in Ketocal minimized bead clogging versus deionized water. Recovery of USL255 beads diluted in deionized water was nearly 100% in 16-Fr G-, 18-Fr G-, and 18-Fr J-tubes. SIGNIFICANCE: For patients with difficulty swallowing pills, USL255 sprinkled onto applesauce offers a useful once-daily option for taking topiramate. USL255 beads were also successfully delivered in vitro through ≥14-Fr G- or J-tubes, with tube clogging minimized by portioning the dose and using glidant diluents for smaller tubes.


Subject(s)
Anticonvulsants/pharmacology , Delayed-Action Preparations , Enteral Nutrition , Fructose/analogs & derivatives , Therapeutic Equivalency , Adult , Anticonvulsants/pharmacokinetics , Area Under Curve , Capsules , Cross-Over Studies , Female , Fructose/pharmacokinetics , Fructose/pharmacology , Humans , Male , Middle Aged , Topiramate
8.
Clin Lab ; 62(4): 727-30, 2016.
Article in English | MEDLINE | ID: mdl-27215094

ABSTRACT

BACKGROUND: Genetic testing is a standard technique for the diagnosis of primary adult-type hypolactasia, also referred to as lactase non-persistence. The aim of this study was to compare the lactase gene (LCT) C/T-13910 polymorphism genotyping results of two commercially available real-time (RT)-PCR assays in patients referred to our outpatient clinic for primary lactose malabsorption testing. Furthermore, concomitant conditions of fructose/sorbitol malabsorption were assessed. METHODS: Samples obtained from 100 patients were tested in parallel using the LCT T-13910C ToolSet for Light Cycler (Roche, Rotkreuz, Switzerland) and the LCT-13910C>T RealFast Assay (ViennaLab Diagnostics GmbH, Vienna, Austria). Additionally, patients were also screened for the presence of fructose/sorbitol malabsorption by functional hydrogen (H2)/methane (CH4) breath testing (HMBT). Cohen's Kappa (κ) was used to calculate the agreement between the two genotyping methods. The exact Chi-Square test was performed to compare fructose/sorbitol HMBT with LCT genotyping results. RESULTS: Twenty-one (21.0%) patients had a LCT C/C-13910 genotype suggestive of lactase non-persistence, and 79 (79.0%) patients were identified with either a LCT T/C-13910 or T/T-13910 genotype (i.e., lactase persistence). In all genotype groups, concordance between the two RT-PCR assays was 100%. Cohen's κ demonstrated perfect observed agreement (p < 0.001, κ = 1). Fructose and sorbitol malabsorption was observed in 13/100 (13.0%) and 25/100 (25.0%) individuals, respectively. CONCLUSIONS: Both RT-PCR assays are robust and reliable LCT genotyping tools in a routine clinical setting. Concomitant fructose and/or sorbitol malabsorption should be considered in individuals with suspected lactase-non-persistence. However, standardization of clinical interpretation of laboratory HMBT results is required.


Subject(s)
Fructose/pharmacokinetics , Lactase/deficiency , Lactase/genetics , Lactose Intolerance/diagnosis , Real-Time Polymerase Chain Reaction/methods , Sorbitol/pharmacokinetics , Adolescent , Adult , Aged , Aged, 80 and over , Breath Tests , Female , Genotype , Humans , Male , Methane/metabolism , Middle Aged
9.
Am J Physiol Regul Integr Comp Physiol ; 309(9): R1078-81, 2015 Nov 01.
Article in English | MEDLINE | ID: mdl-26447210

ABSTRACT

Consumption of fructose has increased during the last 50 years. Excessive fructose consumption has a detrimental effect on mammalian health but the mechanisms remain unclear. In humans, a direct relationship exists between dietary intake of added sugars and increased risk for cardiovascular disease mortality (52). While the causes for this are unclear, we recently showed that fructose provided in the drinking water induces a salt-dependent increase in blood pressure in Sprague-Dawley rats in a matter of days (6). However, little is known about the effects of fructose in renal salt handling and whether combined intake of high fructose and salt can lead to salt-sensitive hypertension before the development of metabolic abnormalities. The long-term (more than 4 wk) adverse effects of fructose intake on renal function are not just due to fructose but are also secondary to alterations in metabolism which may have an impact on renal function. This minireview focuses on the acute effect of fructose intake and its effect on salt regulation, as they affect blood pressure.


Subject(s)
Blood Pressure/physiology , Dietary Carbohydrates/pharmacokinetics , Fructose/pharmacokinetics , Hypertension/metabolism , Kidney/metabolism , Sodium Chloride, Dietary/pharmacokinetics , Administration, Oral , Animals , Dietary Carbohydrates/adverse effects , Fructose/administration & dosage , Fructose/adverse effects , Humans , Hypertension/etiology , Metabolic Clearance Rate , Models, Biological , Sodium Chloride, Dietary/adverse effects
10.
Br J Clin Pharmacol ; 79(5): 820-30, 2015 May.
Article in English | MEDLINE | ID: mdl-25403343

ABSTRACT

AIMS: The aim was to develop a quantitative approach that characterizes the magnitude of and variability in phonemic generative fluency scores as measured by the Controlled Oral Word Association (COWA) test in healthy volunteers after administration of an oral and a novel intravenous (IV) formulation of topiramate (TPM). METHODS: Nonlinear mixed-effects modelling was used to describe the plasma TPM concentrations resulting from oral or IV administration. A pharmacokinetic-pharmacodynamic (PK-PD) model was developed sequentially to characterize the effect of TPM concentrations on COWA with different distributional assumptions. RESULTS: Topiramate was rapidly absorbed, with a median time to maximal concentration of 1 h and an oral bioavailability of ~100%. Baseline COWA score increased by an average of 12% after the third administration on drug-free sessions. An exponential model described the decline of COWA scores, which decreased by 14.5% for each 1 mg l(-1) increase in TPM concentration. The COWA scores were described equally well by both continuous normal and Poisson distributions. CONCLUSIONS: This analysis quantified the effect of TPM exposure on generative verbal fluency as measured by COWA. Repetitive administration of COWA resulted in a better performance, possibly due to a learning effect. The model predicts a 27% reduction in the COWA score at the average observed maximal plasma concentration after a 100 mg dose of TPM. The single-dose administration of relatively low TPM doses and narrow range of resultant concentrations in our study were limitations to investigating the PK-PD relationship at higher TPM exposures. Hence, the findings may not be readily generalized to the broader patient population.


Subject(s)
Anticonvulsants/pharmacology , Anticonvulsants/pharmacokinetics , Fructose/analogs & derivatives , Models, Biological , Speech/drug effects , Administration, Oral , Adult , Anticonvulsants/administration & dosage , Cross-Over Studies , Double-Blind Method , Female , Fructose/administration & dosage , Fructose/pharmacokinetics , Fructose/pharmacology , Healthy Volunteers , Humans , Injections, Intravenous , Male , Neuropsychological Tests , Topiramate
11.
Epilepsy Behav ; 52(Pt A): 31-6, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26409125

ABSTRACT

BACKGROUND: Once-daily extended-release (XR) antiepileptic drugs (AEDs) offer potential adherence and tolerability advantages over their BID immediate-release (IR) counterparts. However, patients with epilepsy will inevitably be at least occasionally nonadherent with a prescribed dosing regimen, regardless of formulation. Although perturbations in plasma concentrations due to dosing irregularities may have clinical consequences for AEDs with concentration-response relationships, clinical studies that deliberately expose patients to specific dosing irregularities in order to assess the effect on plasma concentrations and determine appropriate corrective actions would be unethical. METHODS: Computer simulation was used to assess the impact of irregular dosing on topiramate (TPM) concentrations in noninduced (monotherapy/neutral cotherapy) and induced (adjunctive therapy with enzyme-inducing AEDs) states using a population pharmacokinetic (PK) model developed to predict steady-state plasma concentration-time profiles produced by once-daily Trokendi XR (extended-release topiramate capsules, Supernus Pharmaceuticals) and BID TPM-IR. RESULTS: Computer simulations predicted that, relative to adherent dosing, delaying a dose 4 to 24h in noninduced patients would decrease trough (Cmin) levels 9% to 31% in the case of TPM-IR and 6% to 27% with Trokendi XR; a single omitted dose would reduce Cmin by 21% (TPM-IR) and 27% (Trokendi XR). After dose recovery to correct for a delayed or omitted dose, simulated peak concentration (Cmax) was higher than steady-state Cmax, regardless of formulation, although the magnitude of "overshoot" was consistently lower with Trokendi XR vs. TPM-IR. Doubling of a dose would increase Cmax by 26% and 28%, respectively. Predicted changes for nonadherent vs. adherent dosing were greater in the induced vs. noninduced state but were generally comparable for the two TPM formulations. Because the long half-life of TPM has been cited as a justification for QD dosing of TPM-IR, simulations also compared steady-state PK profiles of once-daily Trokendi XR and QD TPM-IR. Predicted TPM plasma concentration-time profiles were markedly different, as demonstrated by peak-trough fluctuation (QD TPM-IR, 64%; QD Trokendi XR, 18%) and 34% lower Cmin with QD TPM-IR. CONCLUSIONS: Based on these simulations, dosing irregularities with once-daily Trokendi XR should pose no greater risk than with BID TPM-IR. In the event of a delayed or omitted Trokendi XR dose, TPM concentrations can be restored in noninduced and induced states by administering the delayed/omitted dose at any time during the next dosing interval or by adding the missed dose to the next scheduled dose.


Subject(s)
Anticonvulsants/pharmacokinetics , Fructose/analogs & derivatives , Adolescent , Adult , Aged , Anticonvulsants/administration & dosage , Chemistry, Pharmaceutical , Computer Simulation , Delayed-Action Preparations , Female , Fructose/administration & dosage , Fructose/pharmacokinetics , Half-Life , Humans , Male , Medication Adherence , Middle Aged , Topiramate , Young Adult
12.
J Pharm Pharm Sci ; 18(5): 856-62, 2015.
Article in English | MEDLINE | ID: mdl-26670371

ABSTRACT

PURPOSE: The application of artificial neural networks in the pharmaceutical sciences is broad, ranging from drug discovery to clinical pharmacy. In this study, we explored the applicability of counter-propagation artificial neural networks (CPANNs), combined with genetic algorithm (GA) for prediction of topiramate (TPM) serum levels based on identified factors important for its prediction. METHODS: The study was performed on 118 TPM measurements obtained from 78 adult epileptic patients. Patients were on stable TPM dosing regimen for at least 7 days; therefore, steady-state was assumed. TPM serum concentration was determined by high performance liquid chromatography with fluorescence detection. The influence of demographic, biochemical parameters and therapy characteristics of the patients on TPM levels were tested. Data analysis was performed by CPANNs. GA was used for optimal CPANN parameters, variable selection and adjustment of relative importance. RESULTS: Data for training included 88 measured TPM concentrations, while remaining were used for validation. Among all factors tested, TPM dose, renal function (eGFR) and carbamazepine dose significantly influenced TPM level and their relative importance were 0.7500, 0.2813, 0.0625, respectively. Relative error and root mean squared relative error (%) and their corresponding 95% confidence intervals for training set were 2.14 [(-2.41) - 6.70] and 21.5 [18.5 - 24.1]; and for test set were -6.21 [(-21.2) - 8.77] and 39.9 [31.7 - 46.7], respectively. CONCLUSIONS: Statistical parameters showed acceptable predictive performance. Results indicate the feasibility of CPANNs combined with GA to predict TPM concentrations and to adjust relative importance of identified variability factors in population of adult epileptic patients.


Subject(s)
Anticonvulsants/pharmacokinetics , Epilepsy/metabolism , Fructose/analogs & derivatives , Neural Networks, Computer , Adult , Algorithms , Carbamazepine/administration & dosage , Carbamazepine/pharmacokinetics , Chromatography, High Pressure Liquid , Drug Interactions , Female , Fructose/pharmacokinetics , Glomerular Filtration Rate , Humans , Machine Learning , Male , Middle Aged , Topiramate
13.
Nutr J ; 14: 32, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25890155

ABSTRACT

BACKGROUND: Polyphenols are chemical compounds of the secondary plant metabolism. High concentrations can be found in various fruits including apples, berries and grapes. Polyphenols are associated with numerous health beneficial effects including a reduced risk for cardiovascular disease or diabetes. The human body cannot synthesize or store polyphenols and relies on continuous replenishment by daily diet. Unfortunately, knowledge on absorption, metabolization and excretion is still limited. The aim of this study was to determine the pharmacokinetic fate of apple polyphenols in young healthy adults. METHODS: Volunteers consumed 500 mL of an unfiltered apple juice. Blood and urine samples were collected within a time period of ten hours and analyzed for their total phenolic content, concentration of selected individual polyphenolic compounds and antioxidant capacity. RESULTS: Large differences in apple polyphenol pharmacokinetics between single subjects were observed. Those could be divided into subgroups according to fast or slow rates of polyphenol metabolism. Some subjects showed no detectable metabolism within the study time frame at all. An increase in the total phenolic content over time did not correlate with an observed, highly elevated antioxidant capacity (AOC) in the blood plasma after apple juice consumption. The determined increase of the AOC was rather a result of a high fructose content of the apple juice. No differences in renal excretion were detected between female and male subjects. However, relative concentrations were slightly higher in male subjects. CONCLUSIONS: Apple derived polyphenols can be readily detected in human blood and urine after juice consumption. The existence of sub-populations with different pharmacokinetics suggests significant variations in the individual metabolism rates of polyphenolic substances with implications on bioavailability and potential health effects within the body. TRIAL REGISTRATION: O2413 (Ethics Commissions of Upper Austria) and 415-EP/73/233-2013 Salzburg (Ethics Commissions of Salzburg).


Subject(s)
Antioxidants/pharmacokinetics , Fruit and Vegetable Juices , Malus/chemistry , Polyphenols/pharmacokinetics , Adult , Antioxidants/administration & dosage , Biological Availability , Female , Fructose/administration & dosage , Fructose/pharmacokinetics , Humans , Individuality , Male , Malus/metabolism , Polyphenols/administration & dosage , Polyphenols/blood , Polyphenols/urine , Sex Factors
14.
J Thromb Thrombolysis ; 40(4): 444-51, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26104185

ABSTRACT

Intake of large amounts of added sweeteners has been associated with the pathogenesis of cardiometabolic risk. Several studies have shown that fructose increases the cardiovascular risk by modulating endothelial dysfunction and promoting atherosclerosis. Recently, a potential role for fructose in cardiovascular thrombosis has been suggested but with controversial results. Tissue factor (TF) plays a pivotal role in the pathophysiology of cardiovascular thrombosis by triggering the formation of intracoronary thrombi following endothelial injury. This study investigates the effects of fructose, in a concentration range usually observed in the plasma of patients with increased cardiovascular risk, on TF in human umbilical endothelial cells (HUVECs). Cells were stimulated with increasing concentrations of fructose (0.25, 1 and 2.5 mM) and then processed to evaluate TF-mRNA levels by real-time PCR as well as TF expression/activity by FACS analysis and procoagulant activity. Finally, a potential molecular pathway involved in modulating this phenomenon was investigated. We demonstrate that fructose induces transcription of mRNA for TF. In addition, we show that this monosaccharide promotes surface expression of TF that is functionally active. Fructose effects on TF appear modulated by the oxygen free radicals through activation of the transcription factor NF-κB since superoxide dismutase and NF-κB inhibitors suppressed TF expression. Data of the present study, although in vitro, indicate that fructose, besides promoting atherosclerosis, induces a prothrombotic phenotype in HUVECs, thus indicating one the mechanism(s) by which this sweetener might increase cardiometabolic risk.


Subject(s)
Fructose/adverse effects , Gene Expression Regulation/drug effects , Human Umbilical Vein Endothelial Cells/metabolism , Sweetening Agents/adverse effects , Thromboplastin/biosynthesis , Thrombosis , Atherosclerosis/chemically induced , Atherosclerosis/metabolism , Atherosclerosis/pathology , Fructose/pharmacokinetics , Fructose/pharmacology , Human Umbilical Vein Endothelial Cells/pathology , Humans , NF-kappa B/metabolism , Sweetening Agents/pharmacology , Thrombosis/chemically induced , Thrombosis/metabolism , Thrombosis/pathology , Transcription, Genetic/drug effects
15.
Epilepsia ; 55(7): 1069-76, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24861853

ABSTRACT

OBJECTIVE: Evaluate the pharmacokinetics (PK), safety, and tolerability of single doses of once-daily USL255, Qudexy XR (topiramate) extended-release capsules, over a wide dosing range. METHODS: Two single-dose, phase I studies in healthy adults were used to evaluate the PK profile and maximum tolerated dose (MTD) of USL255 from 25-1,400 mg. Standard PK parameters assessed included area under the plasma concentration-time curve (AUC) and maximum plasma concentration (Cmax ). Dose proportionality, linearity, and intersubject and intrasubject variability (coefficient of variation [%CV]) of AUC and Cmax were evaluated. Investigator-reported adverse events (AEs) were obtained throughout the studies. RESULTS: After the initial increase in plasma concentration levels immediately following administration of USL255 25-1,400 mg, plasma topiramate concentration-time profiles were flat up to 24 h after dosing. AUC was dose proportional from 25-1,400 mg, and Cmax was dose proportional from 50-1,400 mg; both AUC and Cmax were linear across the entire dose range. Low intersubject and intrasubject %CV values were observed for AUC0-t , AUC0-∞ , and Cmax (intersubject %CV: 20.2, 19.6, and 22.4%, respectively; intrasubject %CV of dose-normalized mean values: 10.8, 8.2, and 13.2%, respectively). USL255 was generally safe and well tolerated with MTD established at 1,200 mg. SIGNIFICANCE: These results demonstrate that USL255 provides consistent plasma topiramate exposure across an extended-dosing interval and predictable plasma topiramate concentrations over a wide dosing range. Overall, the favorable safety profile and consistency of exposure suggest once-daily USL255 can be a useful treatment option for patients with epilepsy.


Subject(s)
Anticonvulsants/administration & dosage , Anticonvulsants/adverse effects , Anticonvulsants/pharmacokinetics , Fructose/analogs & derivatives , Healthy Volunteers , Adolescent , Adult , Area Under Curve , Cohort Studies , Cross-Over Studies , Delayed-Action Preparations , Dose-Response Relationship, Drug , Double-Blind Method , Female , Fructose/administration & dosage , Fructose/adverse effects , Fructose/pharmacokinetics , Humans , Male , Middle Aged , Topiramate , Young Adult
16.
Radiat Environ Biophys ; 53(4): 635-43, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25156017

ABSTRACT

Boron neutron capture synovectomy (BNCS) is explored for the treatment of rheumatoid arthritis (RA). The aim of the present study was to perform boron biodistribution studies in a model of antigen-induced arthritis (AIA) in female New Zealand rabbits, with the boron carriers boronophenylalanine (BPA) and sodium decahydrodecaborate (GB-10) to assess the potential feasibility of BNCS for RA. Rabbits in chronic phase of AIA were used for biodistribution studies employing the following protocols: intra-articular (ia) (a) BPA-f 0.14 M (0.7 mg (10)B), (b) GB-10 (5 mg (10)B), (c) GB-10 (50 mg (10)B) and intravenous (iv), (d) BPA-f 0.14 M (15.5 mg (10)B/kg), (e) GB-10 (50 mg (10)B/kg), and (f) BPA-f (15.5 mg (10)B/kg) + GB-10 (50 mg (10)B/kg). At different post-administration times (13-85 min for ia and 3 h for iv), samples of blood, pathological synovium (target tissue), cartilage, tendon, muscle, and skin were taken for boron measurement by inductively coupled plasma mass spectrometry. The intra-articular administration protocols at <40 min post-administration both for BPA-f and GB-10, and intravenous administration protocols for GB-10 and [GB-10 + BPA-f] exhibited therapeutically useful boron concentrations (>20 ppm) in the pathological synovium. Dosimetric estimations suggest that BNCS would be able to achieve a therapeutically useful dose in pathological synovium without exceeding the radiotolerance of normal tissues in the treatment volume, employing boron carriers approved for use in humans. Radiobiological in vivo studies will be necessary to determine the actual therapeutic efficacy of BNCS to treat RA in an experimental model.


Subject(s)
Antigens/adverse effects , Arthritis, Rheumatoid/chemically induced , Arthritis, Rheumatoid/therapy , Boron Neutron Capture Therapy , Boron/pharmacokinetics , Boron/therapeutic use , Animals , Boron Compounds/pharmacokinetics , Disease Models, Animal , Feasibility Studies , Female , Fructose/analogs & derivatives , Fructose/pharmacokinetics , Rabbits , Tissue Distribution
17.
Postepy Biochem ; 60(1): 94-101, 2014.
Article in Polish | MEDLINE | ID: mdl-25033548

ABSTRACT

Study of hexoses transporter started with discovery of galactose permease in Saccharomyces cerevisiae. Glucose, fructose and mannose assimilation is assumed by numerous proteins encoded by different genes. To date over 20 hexoses transporters, belonging to Sugar Porter family and to Major Facilitator Superfamily, were known. Genome sequence analysis of Candida glabrata, Kluyveromyces lactis, Yarrowia lipolytica, S. cerevisaie and Debaryomyces hansenii reveled potential presence of 17-48 sugar porter proteins. Glucose transporters in S. cerevisiae have been already characterized. In this paper, hexoses transporters, responsible for assimilation of fructose by cells, are presented and compared. Fructose specific transporter are described for yeasts: Zygosaccharomyces rouxii, Zygosaccharomyces bailli, K. lactis, Saccharomyces pastorianus, S. cerevisiae winemaking strain and for fungus Botritys cinerea and human (Glut5p). Among six yeasts transporters, five are fructose specific, acting by facilitated diffusion or proton symport. Yeasts monosaccharides transporter studies allow understanding of sugars uptake and metabolism important aspects, even in higher eukaryotes cells.


Subject(s)
Fructose/metabolism , Fructose/pharmacokinetics , Yeasts/metabolism , Biological Transport , Candida/classification , Candida/metabolism , Saccharomyces cerevisiae/classification , Saccharomyces cerevisiae/metabolism , Sodium-Glucose Transport Proteins/metabolism , Species Specificity , Yeasts/classification
18.
Chembiochem ; 14(10): 1263-70, 2013 Jul 08.
Article in English | MEDLINE | ID: mdl-23784717

ABSTRACT

Recent publications suggest that high dietary fructose might play a significant role in cancer metabolism and can exacerbate a number of aspects of metabolic syndrome. Addressing the role that fructose plays in human health is a controversial question and requires a detailed understanding of many factors including the mechanism of fructose transport into healthy and diseased cells. Fructose transport into cells is thought to be largely mediated by the passive hexose transporters Glut2 and Glut5. To date, no probes that can be selectively transported by one of these enzymes but not by the other have been identified. The data presented here indicate that, in MCF-7 cells, a 1-amino-2,5-anhydro-D-mannitol-based fluorescent NBDM probe is transported twice as efficiently as fructose and that this takes place with the aid of Glut5. Its Glut5 specificity and differential uptake in cancer cells and in normal cells suggest this NBDM probe as a potentially useful tool for cross-cell-line correlation of Glut5 transport activity.


Subject(s)
Fluorescent Dyes/pharmacokinetics , Fructose/analogs & derivatives , Fructose/pharmacokinetics , Biological Transport , Fluorescent Dyes/chemistry , Fructose/chemistry , Glucose Transporter Type 5/metabolism , Humans , MCF-7 Cells , Mannitol/analogs & derivatives , Mannitol/pharmacokinetics , Microscopy, Confocal
19.
Epilepsia ; 54(1): 156-64, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23157581

ABSTRACT

PURPOSE: To characterize the pharmacokinetics of adjunctive topiramate in infants (1-24 months) with refractory partial-onset seizures (POS); also to evaluate safety and tolerability of topiramate in the dose range of 3-25 mg/kg/day. METHODS: In this open-label phase 1 study, infants (N = 55) with refractory POS receiving at least one concurrent antiepileptic drug (AED) were enrolled. Infants were stratified by age and randomly assigned to one of four topiramate target dose groups (3-, 5-, 15-, or 25 mg/kg/day). Treatment was initiated at 3 mg/kg/day with titration to the target dose by weekly dose escalation. Topiramate was administered daily in two divided doses as oral liquid (5 mg/ml for infants <9 kg or those who could not tolerate solid foods) or sprinkle capsule (25 mg) formulations. Following seven consecutive days of topiramate administration at the target dose, four blood samples were collected from each infant for pharmacokinetic assessments (predose, 1-3, 4-6, and 8-10 h postdose). KEY FINDINGS: Fifty-five infants (mean [SD] age in months: 11.4 [5.79]) with POS were enrolled, of whom 33% had seizures with or without secondary generalization. Complete pharmacokinetic profiles were obtained in 35 infants in whom mean plasma topiramate concentration-time profiles demonstrated linear pharmacokinetics (predose topiramate concentrations [C(trough) ] and area under the plasma concentration-time curve from time 0 through 12 h [AUC(12 h)]) of topiramate over the dose range studied). Apparent steady state oral clearance (CL(ss) /F) remained similar across all topiramate target dose groups and was independent of creatinine clearance, age, and weight. Mean values for CL(ss) /F were approximately twofold greater in infants receiving concomitant enzyme-inducing AEDs versus enzyme-inhibiting AEDs. Topiramate was well tolerated and safety findings were consistent with previous reports in children and adults. Most common treatment emergent adverse events (≥10%) were upper respiratory tract infection, fever, vomiting, somnolence, and anorexia. SIGNIFICANCE: In infants (1-24 months), topiramate exhibited linear steady state pharmacokinetics over the dose range 3-25 mg/kg/day, and CL(ss) /F of topiramate was independent of dose. Moreover, the concomitant enzyme-inducing AEDs doubled the clearance of topiramate. Topiramate was generally well tolerated as adjunctive therapy at doses up to 25 mg/kg/day.


Subject(s)
Anticonvulsants/therapeutic use , Epilepsies, Partial/drug therapy , Fructose/analogs & derivatives , Anticonvulsants/administration & dosage , Anticonvulsants/adverse effects , Anticonvulsants/pharmacokinetics , Child, Preschool , Dose-Response Relationship, Drug , Drug Therapy, Combination , Female , Fructose/administration & dosage , Fructose/adverse effects , Fructose/pharmacokinetics , Fructose/therapeutic use , Humans , Infant , Infant, Newborn , Male , Topiramate
20.
Epilepsia ; 54(8): 1444-52, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23692553

ABSTRACT

PURPOSE: Compare the pharmacokinetic (PK) profiles of immediate- and extended-release formulations of topiramate (TPM) in healthy subjects following multiple dosing, and evaluate maintenance of topiramate exposures after switching formulations. METHODS: A randomized, open-label, single-center, two-way crossover, multiple-dose study comparing the steady-state PK profile of once-daily extended-release topiramate (USL255) to immediate-release topiramate (TPM-IR) administered twice-daily. The TPM PK profile was evaluated using standard PK parameters (e.g., AUC0-24 , Cmax , Cmin ) as well as less common PK criteria such as fluctuation index (FI), peak occupancy time (POT), and percent coefficient of variation (%CV). In addition, partial AUC (AUCp ) analyses provided comparisons of the AUC profiles over predetermined time intervals between TPM-IR and USL255. Pharmacokinetic equivalence between formulations was defined as containment of the 90% confidence intervals (CIs) of the USL255/TPM-IR geometric least-squares mean (GLSM) ratio within the equivalence limits of 80-125%. The effect of switching between treatments was assessed by evaluating equivalence of PK parameters between the day prior to formulation switch and the day immediately following formulation switch. Maintenance of steady state after switching formulations was also evaluated by comparing the slope between Cmin values at formulation switch and 24 h postswitch. Tolerability was evaluated through adverse event monitoring, vital sign measurements, and clinical laboratory evaluations. KEY FINDINGS: USL255 was well tolerated and provided TPM plasma exposure equivalent to TPM-IR at various time intervals. USL255 also demonstrated a significantly lower Cmax (p < 0.001) and higher Cmin (p < 0.001), longer tmax , lower %CV, and 26% decreased FI, as compared with TPM-IR. Further, switching between TPM-IR and USL255 did not affect TPM concentrations, including Cmin , immediately after transitioning and at steady state. SIGNIFICANCE: As compared with TPM-IR, USL255 provided equivalent plasma exposure with an extended absorption profile. Therefore, USL255 offers a once-daily alternative to twice-daily TPM-IR, with reduced TPM fluctuations.


Subject(s)
Anticonvulsants/administration & dosage , Anticonvulsants/pharmacokinetics , Drug Delivery Systems , Fructose/analogs & derivatives , Adolescent , Adult , Aged , Analysis of Variance , Anticonvulsants/blood , Area Under Curve , Biological Availability , Chemistry, Pharmaceutical , Confidence Intervals , Cross-Over Studies , Drug Administration Schedule , Female , Fructose/administration & dosage , Fructose/blood , Fructose/pharmacokinetics , Fructose/therapeutic use , Humans , Male , Middle Aged , Time Factors , Topiramate , Young Adult
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