RESUMO
XELOX therapy, which comprises capecitabine and oxaliplatin, is the standard first-line chemotherapeutic regimen for colorectal cancer. However, its myelosuppressive effects pose challenges for its clinical management. Mathematical modeling combining pharmacokinetics (PK) and toxicodynamics (TD) is a promising approach for optimizing dosing strategies and reducing toxicity. This study aimed to develop a translational PK-TD model using rat data to inform dosing strategies and TD implications in humans. The rats were administered capecitabine, oxaliplatin, or XELOX combination regimen, and PK and TD data were collected. PK parameters were analyzed using sequential compartment analysis, whereas TD responses were assessed using Friberg's semiphysiological model. A toxicity intensity-based nomogram recommends optimal dosing strategies. Translational modeling techniques using the hybrid PK-TD model were employed to predict clinical responses. The PK-TD model successfully predicted the time-course profiles of hematological responses in rats following monotherapy and XELOX combination treatment. Interactive effects on lymphocytopenia were identified with the coadministration of capecitabine and oxaliplatin. A model-based recommended combination of the dose reduction rate for escaping severe lymphocytopenia was proposed as 40% and 60% doses of capecitabine and oxaliplatin, respectively. The current translational model techniques successfully simulated the time-course profiles of blood cell counts with confidence intervals in patients using rat data. Our study provides valuable insights into dose optimization strategies for each individual drug within the XELOX regimen and underscores the potential of translational modeling to improve patient outcomes. In addition to dose determination, these data will lay the groundwork for advancing drug development processes in oncology. SIGNIFICANCE STATEMENT: This study introduced a novel translational modeling approach rooted in a rat PK-TD model to optimize dosing strategies for the XELOX regimen for colorectal cancer treatment. Our findings highlight the interactive effects on lymphocytopenia and suggest a toxicity intensity-based nomogram for dose reduction, thus advancing precision medicine. This translational modeling paradigm enhances our understanding of drug interactions, offering a tool to tailor dosing, minimize hematological toxicity, and improve therapeutic outcomes in patients undergoing XELOX therapy.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Capecitabina , Oxaliplatina , Capecitabina/farmacocinética , Capecitabina/administração & dosagem , Animais , Oxaliplatina/farmacocinética , Oxaliplatina/administração & dosagem , Ratos , Humanos , Protocolos de Quimioterapia Combinada Antineoplásica/farmacocinética , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Masculino , Relação Dose-Resposta a Droga , Ratos Sprague-Dawley , Modelos Biológicos , Pesquisa Translacional Biomédica , Fluoruracila/farmacocinética , Fluoruracila/análogos & derivados , Fluoruracila/administração & dosagem , Neoplasias Colorretais/tratamento farmacológico , Medula Óssea/efeitos dos fármacos , OxaloacetatosRESUMO
Dose adjustment based on renal function is essential in S-1, which contains the 5fluorouracil prodrug tegafur, and platinum-based agent oxaliplatin (SOX) combination chemotherapy for colorectal cancer in patients with chronic kidney disease. However, limited evidence on dose adjustment in acute kidney injury (AKI) and challenges in determining dosing strategies. This study investigated the pharmacokinetics of SOX chemotherapy and renal biomarkers in rats.AKI was prepared by renal ischaemia-reperfusion injury in 1,2-dimethylhydrazine-induced colorectal cancer model rats. Serum creatinine (sCr) levels were determined as a renal biomarker. After administration of S-1 (2 mg/kg tegafur) and oxaliplatin (5 mg/kg), drug concentrations of tegafur, 5-FU, and platinum were measured in the plasma and tumours.No alterations in the area under the plasma concentration-time curve (AUC0-24h) values of 5-fluorouracil were observed between control and AKI model rats. The tumour concentrations of 5-fluorouracil in the mild and severe AKI groups were significantly lower than control group. The AUC0-24h for platinum increased with AKI severity. Notably, population pharmacokinetic analysis identified sCr as a covariate in platinum distribution after SOX chemotherapy.To optimise dose adjustment of SOX chemotherapy in patients with AKI, sCr may be a key factor in determining the appropriate dose.
Assuntos
Injúria Renal Aguda , Neoplasias Colorretais , Humanos , Ratos , Animais , Oxaliplatina , Tegafur/toxicidade , Tegafur/farmacocinética , Fluoruracila/uso terapêutico , Fluoruracila/farmacocinética , Rim/patologia , Injúria Renal Aguda/induzido quimicamente , Injúria Renal Aguda/tratamento farmacológico , Biomarcadores , Neoplasias Colorretais/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêuticoRESUMO
Myelosuppression is a dose-limiting toxicity of uracil-tegafur (UFT), which contains uracil and the 5fluorouracil prodrug tegafur, and inhibits the continuation of chemotherapy, causing treatment failure. A proper dosing strategy to avoid severe myelosuppression-induced discontinuation of chemotherapy is required.Plasma drug concentrations were determined in rats after single oral UFT administration of 15, 30, or 60 mg/kg. Blood cell counts were also measured after oral UFT administration for 5 days. Pharmacokinetic-toxicodynamic (PK-TD) modelling and simulation were performed to describe the time-course alterations in the blood cell counts.Severe neutropenia was observed in rats treated with 60 mg/kg UFT on day 7. A significant decrease in neutrophil counts from baseline levels prior to UFT administration was observed on day 3, whereas leukocyte and lymphocyte counts decreased on day 7. The semi-physiological PK-TD model successfully captured alterations in neutrophil counts after UFT administration, whereas the model could not well describe the platelet, leukocyte, and lymphocyte counts, possibly due to the absence of severe thrombocytopenia, leukocytopenia, and lymphocytopenia, respectively.Neutrophils are sensitive markers for estimating the grade of haematological toxicity of UFT, and a PK-TD model might be an attractive tool for quantitatively evaluating the onset and degree of myelosuppression.
Assuntos
Tegafur , Animais , Ratos , Tegafur/toxicidadeRESUMO
Sepsis is a major cause of death, and sepsis-derived physiological changes complicate the understanding of drug distribution in organs/tissues, which determines the efficacy and toxicity of antimicrobial agents. In this study, we evaluated and compared the pharmacokinetics of methicillin-resistant Staphylococcus aureus treatment agents in sepsis with that of vancomycin, arbekacin, linezolid, and daptomycin.Rat models of sepsis were prepared using caecal ligation puncture. The pharmacokinetics of vancomycin, arbekacin, linezolid, and daptomycin were evaluated using their drug concentration profiles in plasma, kidneys, liver, lungs, skin, and muscles after intravenous administration in normal and septic rats.The kidney/plasma concentration ratio was higher in septic rats than in normal rats for vancomycin, arbekacin, and daptomycin but not for linezolid. The increase in the kidney/plasma concentration ratio for vancomycin was time-dependent, indicating an association between sepsis and stasis of vancomycin in the kidneys. In contrast, the distribution of linezolid from the blood to the organs/tissues in septic rats was comparable to that in normal rats.Sepsis-induced nephrotoxicity results in the stasis of vancomycin in the kidney, suggesting that this exacerbates proximal tubular epithelial cell injury. No dose modification of linezolid may be required for patients with sepsis.
Assuntos
Anti-Infecciosos , Daptomicina , Staphylococcus aureus Resistente à Meticilina , Oxazolidinonas , Sepse , Acetamidas/farmacologia , Animais , Antibacterianos/farmacologia , Daptomicina/farmacologia , Daptomicina/uso terapêutico , Linezolida , Testes de Sensibilidade Microbiana , Ratos , Sepse/tratamento farmacológico , Distribuição Tecidual , VancomicinaRESUMO
Oxaliplatin (L-OHP) is a platinum (Pt)-based anticancer agent and is widely used for treating gastroenterological cancer. However, L-OHP-induced hematological toxicity is a critical undesirable effect that limits the dose of L-OHP. An ideal chemotherapeutic strategy that avoids severe hematological toxicity while maintaining positive chemotherapeutic outcomes has not been established for L-OHP. In this study, a pharmacokinetic-pharmacodynamic (PK-PD) model was developed that can link the associations between L-OHP administration regimens and the risk of hematological toxicity.The plasma concentration of L-OHP and neutrophil, lymphocyte and platelet counts after L-OHP (3, 5, and 8 mg/kg) administration to rats were used to develop the PK-PD model. The mechanism-based PK-PD model comprised a semi-physiological PD model that adequately described and simulated the entire time-course of alterations in blood cell counts.The model-based simulation proposed that a combination of the PK-PD model and monitoring of platelet counts throughout L-OHP-based chemotherapy is a valuable approach to determine an individualized optimal dosing strategy including the washout period.The current results might provide a framework for population PK-PD model analysis using hematological data of patients receiving L-OHP and investigations of chemotherapeutic strategies that are difficult to address in patients.
Assuntos
Antineoplásicos/farmacocinética , Modelos Biológicos , Oxaliplatina/farmacocinética , Animais , Antineoplásicos/toxicidade , Simulação por Computador , Humanos , Neutrófilos , Oxaliplatina/toxicidade , Contagem de Plaquetas , RatosRESUMO
Recent studies have shown azithromycin-specific clinical efficacy against macrolide-resistant strains of Streptococcus pneumoniae, despite the low susceptibility of the bacteria in vitro. This discrepancy complicates dosing and selection for treatment of macrolide-resistant strains. Although phagocyte delivery of azithromycin to inflamed tissues is considered a possible factor for clinical efficacy, there is a lack of sufficient evidence, and other pharmacokinetic factors under systemic inflammation may contribute.The concentrations of azithromycin, clarithromycin and erythromycin in the plasma and buffy coat were determined in normal and sepsis model rats. Furthermore, we compared the transport of the drug into the lung.The levels of all three macrolides in the buffy coat were higher than the levels in the plasma, and lower leukocyte counts in plasma were observed in septic rats, suggesting accumulation of the drugs per leukocyte was increased. The concentrations in the lung tissue of septic rats at each sampling time were the same as those in normal rats, and azithromycin-specific long-term stasis in the lung was evident.These results suggest that both the phagocyte delivery and the stasis of azithromycin in the lung could contribute to its clinical efficacy in treating infections caused by macrolide-resistant strains.
Assuntos
Antibacterianos/farmacocinética , Pulmão/metabolismo , Macrolídeos/farmacocinética , Sepse/metabolismo , Animais , Modelos Animais de DoençasRESUMO
Capecitabine is a 5-fluorouracil (5-FU) derivative that is used widely in the treatment of colorectal cancer. The plasma ratio of dihydrouracil (UH2 ) to uracil (Ura) is expected to gain relevance as an indirect-response biomarker to estimate the activity of dihydropyrimidine dehydrogenase (DPD). The latter is a rate-limiting enzyme in the catabolism of 5-FU in the capecitabine-based regimen. However, the relationship between the pharmacokinetics of capecitabine and the plasma UH2 /Ura ratio is still unknown. This study evaluated the time-course alterations of the plasma UH2 /Ura ratio in rats treated with 180 mg/kg capecitabine. The molar ratio tended to increase within 1.5 h (1.85 ± 0.76 at 1.5 h after administration of capecitabine) and gradually recovered to its initial level (1.00 ± 0.46). The results of the current study suggest that the plasma UH2 /Ura ratio temporarily increases following administration of capecitabine, possibly related to the DPD activity levels. The plasma UH2 /Ura ratio might assist in monitoring the alteration of DPD activity levels in capecitabine treatments.
Assuntos
Antimetabólitos Antineoplásicos/farmacocinética , Capecitabina/farmacocinética , Di-Hidrouracila Desidrogenase (NADP)/metabolismo , Uracila/análogos & derivados , Animais , Biomarcadores/sangue , Masculino , Ratos Wistar , Uracila/sangueRESUMO
Objectives: In Japan, sodium-glucose co-transporter type 2 (SGLT2) inhibitors have been reported to be associated with serious skin and subcutaneous tissue disorders. A post-marketing surveillance (PMS) study suggested that the association was specific for ipragliflozin and, to a lesser extent for dapagliflozin. These studies were performed to confirm the association of 6 SGLT2 inhibitors with serious skin disorders in a clinical setting, to elucidate the role of melanin in serious skin disorders and to understand the underlying mechanisms. Methods: The latest PMS records were retrieved from the Japanese Adverse Drug Event Report (JADER) database, and the associations were analyzed by data mining techniques. In silico 3-D docking simulation of SGLT2 inhibitors with melanin was performed using the MOE software. The skin tissue distribution of SGLT2 inhibitors was evaluated using albino rats after oral administration at clinical doses. Results: The adjusted reporting odds ratio (95% confidential limit) was 1.667 (1.415, 1.963) for ipragliflozin, 0.514 (0.317, 0.835) for dapagliflozin, 0.149 (0.048, 0.465) for tofogliflozin, 0.624 (0.331, 1.177) for luseogliflozin, 0.590 (0.277, 1.257) for canagliflozin and 0.293 (0.073, 1.187) for empagliflozin, when drugs other than the SGLT2 inhibitors were referred, and the association was detected only for ipragliflozin in clinical use. In silico 3-D docking simulation suggested the influence of melanin in ipragliflozin-specific serious skin disorders. The skin tissue-to-plasma concentration ratio of ipragliflozin was 0.45 ± 0.20 (±SD) at 1 hr after administration and increased in a time-dependent manner to 5.82 ± 3.66 at 24 hr (p<0.05), but not in case of other SGLT2 inhibitors. Conclusions: Serious skin disorders were suggested to be specific for ipragliflozin. Interaction with melanin might be implicated in ipragliflozin-specific serious skin disorders. Ipragliflozin was retained in the skin tissue, which suggested its interaction with the skin tissue in serious skin disorders.
Assuntos
Glucosídeos/efeitos adversos , Dermatopatias/induzido quimicamente , Inibidores do Transportador 2 de Sódio-Glicose/efeitos adversos , Tiofenos/efeitos adversos , Animais , Glucose , Transportador de Glucose Tipo 2 , Glucosídeos/farmacocinética , Glucosídeos/farmacologia , Humanos , Hipoglicemiantes , Japão , Ratos , Sódio , Transportador 2 de Glucose-Sódio , Inibidores do Transportador 2 de Sódio-Glicose/farmacocinética , Inibidores do Transportador 2 de Sódio-Glicose/farmacologia , Tela Subcutânea , Tiofenos/farmacocinética , Tiofenos/farmacologia , Distribuição TecidualRESUMO
The possibility of using dissolving microneedles (DMs) as a skin allergy test device was studied in rats. Poly-L-arginine was used as a model allergen. Dextran was used to prepare three kinds of DM array chips containing different doses of poly-L-arginine: 17.1±0.5 µg (low-dose DM), 42.2±0.8 µg (medium-dose DM), and 87.4±1.1 µg (high-dose DM); each 1.0 cm2 chip contained 300 DMs. The mean lengths of the low-, medium-, and high-dose DM were 489±3, 485±3, and 492±1 µm and mean diameters of the base were 301±2, 299±1, and 299±2 µm, respectively. Furthermore, for the low-, medium-, and high-dose DM, the administered doses of poly-L-arginine were estimated to be 9.3±1.9, 31.1±1.3, and 61.9±4.7 µg and the scratching behavior per 30 min was 9.8±3.4, 60.4±8.3, and 95.7±10.6 times, respectively. These results demonstrate the dose dependence of the immunoreactivity of the poly-L-arginine DMs, suggesting that DMs can be used an alternative skin allergy device.
Assuntos
Alérgenos/administração & dosagem , Hipersensibilidade/metabolismo , Microinjeções/métodos , Absorção Cutânea/efeitos dos fármacos , Administração Cutânea , Alérgenos/efeitos adversos , Animais , Relação Dose-Resposta a Droga , Hipersensibilidade/etiologia , Masculino , Agulhas , Ratos , Ratos Wistar , Absorção Cutânea/fisiologia , Testes Cutâneos/métodosRESUMO
Recent clinical trials showed a prolonged retention of subinhibitory concentrations of unbound azithromycin in the interstitial fluid of soft tissues despite the fact that azithromycin is extensively distributed in tissues. In these clinical trials, interstitial fluid samples were obtained by using the microdialysis method, and it was established that drug concentrations represent protein-unbound drug concentrations. The present study was designed to measure total azithromycin concentrations in the interstitial fluid of the skin of rats by directly collecting interstitial fluid samples from a pore formed on the skin by a dissolving microneedle array. The total azithromycin concentrations in interstitial fluid of the skin were about 4 to 5 times higher than those in plasma throughout the experimental period, and stasis of the azithromycin concentration in interstitial fluid was observed when the concentration of azithromycin in plasma was at the lower limit of quantification. In addition, the skin/plasma concentration ratio transiently increased after dosing (from 4.3 to 83.1). Our results suggest that azithromycin was trapped inside white blood cells and/or phagocytic cells in not only blood but also interstitial fluid, resulting in a high total azithromycin concentration and the retention of its antimicrobial activity at the primary infection site. The stasis of azithromycin in interstitial fluid and skin would lead to long-lasting pharmacological effects (including those against skin infection) at concentrations exceeding the MIC.
Assuntos
Azitromicina/farmacocinética , Líquido Extracelular/efeitos dos fármacos , Administração Intravenosa , Animais , Antibacterianos/administração & dosagem , Antibacterianos/farmacocinética , Azitromicina/administração & dosagem , Transporte Biológico/efeitos dos fármacos , Monitoramento de Medicamentos/instrumentação , Monitoramento de Medicamentos/métodos , Líquido Extracelular/metabolismo , Masculino , Agulhas , Ratos Wistar , Pele/efeitos dos fármacos , Pele/metabolismo , Distribuição TecidualRESUMO
OBJECTIVE: To design an alternative painless method for vancomycin (VCM) monitoring by withdrawing interstitial fluid (ISF) the skin using dissolving microneedles (DMNs) and possibly replace the conventional clinical blood sampling method. METHODS: Male Wistar rats were anesthetized with 50 mg/kg sodium pentobarbital. Vancomycin at 5 mg/mL in saline was intravenously administered via the jugular vein. ISF was collected from a formed pore at 15, 30, 45, 60, 75, 90, and 120 min after the DMNs was removed from the skin. In addition, 0.3 mL blood samples were collected from the left femoral vein. RESULTS: The correlation between the plasma and ISF VCM concentrations was significantly strong (r = 0.676, p < 0.05). Microscopic observation of the skin after application of the DMNs demonstrated their safety as a device for sampling ISF. CONCLUSION: A novel monitoring method for VCM was developed to painlessly determine concentrations in the ISF as opposed to blood sampling.
Assuntos
Monitoramento de Medicamentos , Líquido Extracelular/efeitos dos fármacos , Vancomicina/farmacocinética , Animais , Glicemia , Líquido Extracelular/metabolismo , Humanos , Veias Jugulares/efeitos dos fármacos , Veias Jugulares/metabolismo , Masculino , Agulhas , Ratos , Pele/efeitos dos fármacos , Vancomicina/administração & dosagemRESUMO
1. The aim of this study was to develop a population pharmacokinetic (PK) model for 5-fluorouracil (5-FU) and perform simulations to identify the circadian rhythm of the PK of 5-FU and the degree of circadian effects on the 5-FU plasma concentrations. 2. 5-FU plasma concentrations in rats following administration of 5-FU at varying time points throughout the day were obtained and used to develop the population PK model incorporating a circadian rhythm. The Cosinor method was used to describe the circadian variation of 5-FU clearance. 3. Our population PK model could successfully characterize the 5-FU disposition and provide reliable PK parameter estimates. The mesor, amplitude and acrophase of Cosinor model were estimated as 1.93 L/h/kg, 0.10 L/h/kg and 2.02 h, respectively. The peak clearance levels were estimated at â¼2 Hours After Light Onset (HALO) and the trough levels at â¼14 HALO. The plasma concentration-time profile of 5-FU after continuous infusion of 5-FU in rats successfully simulated the circadian variation of steady-state plasma concentrations. 4. The population PK model with individual 5-FU plasma concentrations, dose levels and sampling time points could be valuable for estimating area under the curve (AUC) levels and determining individual 5-FU dose management.
RESUMO
Canagliflozin is a novel, orally selective inhibitor of sodium-dependent glucose co-transporter-2 (SGLT2) for the treatment of patients with type 2 diabetes mellitus. In this study, a validated liquid chromatography-tandem mass spectrometry (LC-MS/MS) method for the quantitative analysis of canagliflozin in a lower volume of rat plasma (0.1 mL) was established and applied to a pharmacokinetic study in rats. Following liquid-liquid extraction by tert-butyl methyl ether, chromatographic separation of canagliflozin was performed on a Quicksorb ODS (2.1 mm i.d. × 150 mm, 5 µm size) using acetonitrile-0.1% formic acid (90:10, v/v) as the mobile phase at a flow rate of 0.2 mL/min. The detection was carried out using an API 3200 triple-quadrupole mass spectrometer operating in the positive electrospray ionization mode. Selected ion monitoring transitions of m/z = 462.0 [M + NH4 ](+) â 191.0 for canagliflozin and m/z = 451.2 [M + H](+) â 71.0 for empagliflozin (internal standard) were obtained. The validation of the method was investigated, and it was found to be of sufficient specificity, accuracy and precision. Canagliflozin in rat plasma was stable under the analytical conditions used. This validated method was successfully applied to assess the pharmacokinetics of canagliflozin in rats using 0.1 mL rat plasma. Copyright © 2016 John Wiley & Sons, Ltd.
Assuntos
Canagliflozina/sangue , Cromatografia Líquida/métodos , Hipoglicemiantes/sangue , Inibidores do Transportador 2 de Sódio-Glicose , Espectrometria de Massas em Tandem/métodos , Animais , Calibragem , Canagliflozina/farmacocinética , Hipoglicemiantes/farmacocinética , Limite de Detecção , Masculino , Ratos , Ratos Wistar , Padrões de Referência , Reprodutibilidade dos Testes , Transportador 2 de Glucose-SódioRESUMO
1. The aim of this study was to develop a simple pharmacokinetic-pharmacodynamic (PK-PD) model that could characterize the complete time-course of alterations in platelet counts to predict the onset and degree of thrombocytopenia, which severely limits the use of the anticancer agent 5-fluorouracil (5-FU), in rats. 2. Platelet counts were measured in rats following the intravenous administration of various doses of 5-FU for 4 days to obtain data for an analysis of the PK-PD model. Our PK-PD model consisted of a two-compartment PK model, with three compartments for the PD model and 10 structural PK-PD model parameters. 3. After the 5-FU treatment, platelet counts transiently decreased to a nadir level, showed a rebound to above the baseline level before recovering to baseline levels. Nadir platelet counts and rebounds varied with the AUC0-∞ level. The final PK-PD model effectively characterized platelet count data and final PD parameters were estimated with high certainty. 4. This PK-PD model and simulation may represent a valuable tool for quantifying and predicting the complete time-course of alterations in blood cell counts, and could contribute to the development of therapeutic strategies with 5-FU and assessments of various novel anticancer agents that are difficult to examine in humans.
Assuntos
Antimetabólitos Antineoplásicos/farmacocinética , Fluoruracila/farmacocinética , Modelos Biológicos , Trombocitopenia/induzido quimicamente , Animais , Simulação por Computador , Masculino , Contagem de Plaquetas , Distribuição Aleatória , Ratos WistarRESUMO
Dissolving microneedles (DMs) were applied to glucose monitoring in the dermal interstitial fluid (ISF) of rats and their potential as an alternative blood glucose monitoring device was evaluated. Sodium chondroitin sulfate was used to prepare DM array chips, which consisted of 300 DMs/cm(2). The mean length of the DMs was 475±18 µm and the mean diameter of the basement was 278±8 µm. After DMs were inserted into the skin of the hair-removed rat abdomen, a wet unwoven cloth containing 10-30 µL of water was placed on the skin and ISF was extracted. By increasing the absorbed amount of water on the unwoven cloth from 10 to 30 µL, the extracted amount of glucose increased from 1.66±0.35 µg to 2.75±0.61 µg. Increasing the adhesion time of the wet unwoven cloth to the skin from 0.1 to 5.0 min, increased the amount of ISF glucose from 1.99±0.13 µg to 5.04±0.38 µg. The relation between the amount of glucose in ISF and blood glucose concentrations was examined. With increase in the adhesion time, the coefficient of determination, r(2), increased from 0.501 to 0.750. The number of DMs also affected the relationship and values of the coefficient of determinations, r(2) were: 0.340 (25 DMs), 0.758 (50 DMs), 0.763 (100 DMs), 0.774 (200 DMs), and 0.762 (300 DMs). These results indicate the usefulness of DMs as an alternative blood glucose monitoring device.
Assuntos
Análise Química do Sangue/instrumentação , Glicemia/análise , Líquido Extracelular/química , Agulhas , Animais , Sulfatos de Condroitina/química , Masculino , Ratos Wistar , SolubilidadeRESUMO
We aimed to develop a simple pharmacokinetic-pharmacodynamic (PK-PD) model to predict the onset and degree of severe toxic side effects that severely limit the use of many anticancer agents, such as myelosuppression, in rats. Our PK-PD model consisted of a two-compartment PK model, with one compartment representing proliferative cells and some transit compartments consisting of maturing cells, while the other compartment represented circulating blood cells for the PD model. The semi-physiological PK-PD model effectively captured the features of myelosuppression and the degree of the off-target toxicities observed after 5-fluorouracil (5-FU) chemotherapy, and helped simultaneously simulate the whole time course for alterations in leukocyte, neutrophil and lymphocyte counts after 5-FU treatment in rats. Interestingly, by plotting the nadir period of leukocyte, neutrophil and lymphocyte counts as determined by PK-PD analytical simulation curves against the area under the plasma 5-FU concentration-time curve (AUC0-∞) after intravenous administration of 5-FU, a linear relationship was inferred, with r2=0.989, 0.877 and 0.956, respectively. The semi-physiological PK-PD model is a valuable tool for evaluating a variety of novel cancer chemopreventive agents or emerging therapeutic strategies that are difficult to address in humans.
Assuntos
Fluoruracila/farmacocinética , Leucócitos/efeitos dos fármacos , Neutrófilos/efeitos dos fármacos , Animais , Cromatografia Líquida , Simulação por Computador , Leucócitos/metabolismo , Contagem de Linfócitos , Masculino , Modelos Biológicos , Neutrófilos/metabolismo , Ratos , Ratos Wistar , Espectrometria de Massas em TandemRESUMO
BACKGROUND/AIM: Oxaliplatin (L-OHP)-induced peripheral neuropathy (OIPN) limits L-OHP dosage due to nerve cell damage in the dorsal root ganglion (DRG) caused by platinum (Pt). Despite various recommended approaches for OIPN management, no effective approach has been established. The aim of this study was to evaluate Pt distribution into DRG after repeat administrations of L-OHP in rats and to develop a pharmacokinetic-toxicodynamic (PK-TD) model using Pt concentrations in DRG to predict neuropathy severity. MATERIALS AND METHODS: Male Wistar rats were administered L-OHP (3, 5, or 8 mg/kg i.v.) once weekly. Blood and DRG samples were collected following L-OHP administration. For toxicodynamic (TD) study, OIPN was evaluated using the von Frey test. Plasma and DRG Pt concentrations and thresholds values in von Frey test were used for PK-TD modeling using Phoenix WinNonlin® version 8.3 software. RESULTS: Pt concentration in the DRG increased with repeated administration of L-OHP in a dose-dependent manner, indicating Pt accumulation in DRG following multiple administrations. The PK-TD model, consisting of an indirect response model and a transit compartment model with the DRG compartment, adequately described the temporal changes in OIPN with reliable TD parameters (≤36.4% with coefficient of variation). The maximum drug inhibition model could be employed to establish a quantitative correlation between the Pt content present in the DRG and the toxic potency resulting in OIPN. CONCLUSION: The utility of the PK-TD model for predicting neuropathy outcomes was established, suggesting that models composed of the DRG compartment contribute to determining an optimal dosing strategy for reducing OIPN.
Assuntos
Antineoplásicos , Doenças do Sistema Nervoso Periférico , Ratos , Masculino , Animais , Oxaliplatina/uso terapêutico , Antineoplásicos/toxicidade , Gânglios Espinais , Ratos Wistar , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/tratamento farmacológico , NeurôniosRESUMO
PURPOSE: Gemcitabine and nab-paclitaxel (GnP) treatment, the standard first-line chemotherapy for unresectable pancreatic cancer, often causes peripheral neuropathy (PN). To develop alternative dosing strategies to avoid severe PN, understanding the relationship between pharmacokinetics (PK) and pharmacodynamics/toxicodynamics (PD/TD) is necessary. We established a PK-PD/TD model of GnP treatment to develop an optimal dose schedule. METHODS: A mouse xenograft model of human pancreatic cancer was generated to measure drug concentrations in the plasma and tumor, antitumor effects, and PN after GnP treatment. The Simeoni tumor growth inhibition model with tumor concentrations and empirical indirect response models were used for the PD and TD models, respectively. Clinical outcomes were predicted with reported population estimates of PK parameters in cancer patients. RESULTS: The PK-PD/TD model simultaneously described the observed tumor volume and paw withdrawal frequency in the von Frey test. For the standard GnP regimen, the model predicted clinical overall response (75.1%), which was overestimated compared to that in a recent phase II study (42.1%) but lower than the observed disease control rate (96.5%). Model simulation showed that dose reduction to less than 40% GnP dose was not effective; a change of dose schedule from every week for 3 weeks to every 2 weeks was a more favorable approach than dose reduction to 60% every week. CONCLUSION: The PK-PD/TD model-based translational approach provides a guide for optimal dose determination to avoid severe PN while maintaining antitumor effects during GnP chemotherapy. Further research is needed to enhance its applicability and potential for combination chemotherapy regimens.
Assuntos
Neoplasias Pancreáticas , Doenças do Sistema Nervoso Periférico , Humanos , Animais , Camundongos , Gencitabina , Xenoenxertos , Resultado do Tratamento , Paclitaxel , Albuminas , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/patologia , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversosRESUMO
We investigated the correlation between plasma ratio of dihydrouracil/uracil (UH2/Ura), a possible surrogate biomarker of hepatic dihydropyrimidine dehydrogenase (DPD) activity, and 5-fluorouracil (5-FU) treatment efficacy in rats with colorectal cancer (CRC). 5-FU pharmacokinetic and pharmacodynamic studies were performed using DPD circadian variation in rats with 1,2-dimethylhydrazine-induced CRC. By plotting tumor volume after 5-FU treatment against pre-therapeutic plasma UH2/Ura, we inferred a linear relationship (r(2)=0.988). 5-FU concentration fluctuations induced by DPD activity variation affected tumor volume. In CRC patients receiving proper dosing regimens, plasma UH2/Ura could be an indirect biomarker for predicting 5-FU treatment efficacy, tumor growth, and 5-FU doses.
Assuntos
Antimetabólitos Antineoplásicos/farmacologia , Neoplasias Colorretais/metabolismo , Fluoruracila/farmacologia , Uracila/análogos & derivados , Uracila/sangue , Animais , Antimetabólitos Antineoplásicos/uso terapêutico , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/patologia , Di-Hidrouracila Desidrogenase (NADP)/metabolismo , Fluoruracila/uso terapêutico , Fígado/efeitos dos fármacos , Fígado/enzimologia , Masculino , Ratos , Ratos Wistar , Carga Tumoral/efeitos dos fármacosRESUMO
The relationship between the plasma ratio of dihydrouracil/uracil (UH2/Ura) and hepatic dihydropyrimidine dehydrogenase (DPD) activity after repeated 5-fluorouracil (5-FU) treatment in rats with colorectal cancer (CRC) was investigated. Repeated intravenous 5-FU bolus injections resulted in a significant decrease in the total clearance (CLtot ) and an increased area under the curve (AUC0-∞ ) in CRC rats. Furthermore, the hepatic DPD levels and the plasma ratio of UH2/Ura decreased significantly and lost their circadian rhythms in CRC rats treated repeatedly with 5-FU, although significant circadian variation in the two parameters was observed in the control CRC rats. Moreover, a significant correlation was found between the plasma ratio of UH2/Ura and hepatic DPD activity in CRC rats untreated and treated with single or repeated 5-FU administration (r(2) = 0.865, p < 0.01). The ratio of UH2/Ura in plasma could be a predictive biomarker of the suppression of hepatic DPD levels during repeated 5-FU-based treatment. Furthermore, by plotting the observed pharmacokinetic parameters of 5-FU against hepatic DPD activity levels predicted by the ratio of UH2/Ura in plasma, AUC0-∞ , CLtot and half-life (t1/2 ) were closely linked to predicted hepatic DPD activity levels. These observations suggest that the factor that significantly influences the AUC0-∞ , CLtot and t1/2 of 5-FU after single or repeated administration of 5-FU is the hepatic DPD activity and it could be assessed by the ratio of UH2/Ura in plasma.