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1.
Clin Cancer Res ; 13(21): 6410-8, 2007 Nov 01.
Article in English | MEDLINE | ID: mdl-17975154

ABSTRACT

PURPOSE: Paclitaxel and carboplatin are frequently used in advanced ovarian cancer following cytoreductive surgery. Threshold models have been used to predict paclitaxel pharmacokinetic-pharmacodynamics, whereas the time above paclitaxel plasma concentration of 0.05 to 0.2 micromol/L (t(C > 0.05-0.2)) predicts neutropenia. The objective of this study was to build a population pharmacokinetic-pharmacodynamic model of paclitaxel/carboplatin in ovarian cancer patients. EXPERIMENTAL DESIGN: One hundred thirty-nine ovarian cancer patients received paclitaxel (175 mg/m(2)) over 3 h followed by carboplatin area under the concentration-time curve 5 mg/mL*min over 30 min. Plasma concentration-time data were measured, and data were processed using nonlinear mixed-effect modeling. Semiphysiologic models with linear or sigmoidal maximum response and threshold models were adapted to the data. RESULTS: One hundred five patients had complete pharmacokinetic and toxicity data. In 34 patients with measurable disease, objective response rate was 76%. Neutrophil and thrombocyte counts were adequately described by an inhibitory linear response model. Paclitaxel t(C > 0.05) was significantly higher in patients with a complete (91.8 h) or partial (76.3 h) response compared with patients with progressive disease (31.5 h; P = 0.02 and 0.05, respectively). Patients with paclitaxel t(C > 0.05) > 61.4 h (mean value) had a longer time to disease progression compared with patients with paclitaxel t(C > 0.05) < 61.4 h (89.0 versus 61.9 weeks; P = 0.05). Paclitaxel t(C > 0.05) was a good predictor for severe neutropenia (P = 0.01), whereas carboplatin exposure (C(max) and area under the concentration-time curve) was the best predictor for thrombocytopenia (P < 10(-4)). CONCLUSIONS: In this group of patients, paclitaxel t(C > 0.05) is a good predictive marker for severe neutropenia and clinical outcome, whereas carboplatin exposure is a good predictive marker for thrombocytopenia.


Subject(s)
Carboplatin/pharmacology , Carboplatin/pharmacokinetics , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Paclitaxel/pharmacology , Paclitaxel/pharmacokinetics , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Area Under Curve , Disease Progression , Drug Design , Europe , Female , Humans , Kinetics , Neutropenia , Predictive Value of Tests , Thrombocytopenia , Treatment Outcome
2.
Clin Pharmacokinet ; 46(12): 1051-68, 2007.
Article in English | MEDLINE | ID: mdl-18027989

ABSTRACT

AIMS: To investigate the population pharmacokinetics and pharmacodynamics of doxorubicin and cyclophosphamide in breast cancer patients. PATIENTS AND METHODS: Sixty-five female patients with early or advanced breast cancer received doxorubicin 60 mg/m(2) over 15 minutes followed by cyclophosphamide 600 mg/m(2) over 15 minutes. The plasma concentration-time data of both drugs were measured, and the relationship between drug pharmacokinetics and neutrophil counts was evaluated using nonlinear mixed-effect modelling. Relationships were explored between drug exposure (the area under the plasma concentration-time curve [AUC]), toxicity and tumour response. RESULTS: Fifty-nine patients had complete pharmacokinetic and toxicity data. In 50 patients with measurable disease, the objective response rate was 60%, with complete responses in 6% of patients. Both doxorubicin and cyclophosphamide pharmacokinetics were associated with neutrophil toxicity. Cyclophosphamide exposure (the AUC) was significantly higher in patients with at least stable disease (n = 44) than in patients with progressive disease (n = 6; 945 micromol . h/L [95% CI 889, 1001] vs 602 micromol . h/L [95% CI 379, 825], p = 0.0002). No such correlation was found for doxorubicin. Body surface area was positively correlated with doxorubicin clearance; AST and patient age were negatively correlated with doxorubicin clearance; creatinine clearance was positively correlated with doxorubicinol clearance; and occasional concurrent use of carbamazepine was positively correlated with cyclophosphamide clearance. CONCLUSIONS: The proposed inhibitory population pharmacokinetic-pharmacodynamic model adequately described individual neutrophil counts after administration of doxorubicin and cyclophosphamide. In this patient population, exposure to cyclophosphamide, as assessed by the AUC, might have been a predictor of the treatment response, whereas exposure to doxorubicin was not. A prospective study should validate cyclophosphamide exposure as a predictive marker for the treatment response and clinical outcome in this patient group.


Subject(s)
Breast Neoplasms/drug therapy , Cyclophosphamide/pharmacokinetics , Doxorubicin/pharmacokinetics , Algorithms , Antibiotics, Antineoplastic/adverse effects , Antibiotics, Antineoplastic/pharmacokinetics , Antibiotics, Antineoplastic/therapeutic use , Antineoplastic Agents, Alkylating/adverse effects , Antineoplastic Agents, Alkylating/pharmacokinetics , Antineoplastic Agents, Alkylating/therapeutic use , Area Under Curve , Cyclophosphamide/adverse effects , Cyclophosphamide/therapeutic use , Doxorubicin/adverse effects , Doxorubicin/therapeutic use , Female , Hematologic Diseases/chemically induced , Humans , Middle Aged , Models, Biological , Treatment Outcome
3.
Br J Clin Pharmacol ; 64(5): 613-21, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17578483

ABSTRACT

AIMS: Toxicity and response are correlated with plasma 5-fluorouracil (5-FU) concentration in patients treated with 5-FU at a dose of 1000 mg m(-2) day(-1). Head and neck cancer patients are treated with various therapeutic regimens, including chemotherapy with 5-FU at a dose of 600 mg m(-2) day(-1) with radiotherapy. We investigated the plasma concentration-effect relationship for this regimen, with the aim of developing recommendations for dose adjustment. METHODS: Patients received 5-FU at doses of 600 or 1000 mg m(-2) day(-1), as a continuous infusion over 4 or 5 days, with or without radiotherapy for the 600 mg m(-2) day(-1) regimen. The area under the curve (AUC) for 5-FU concentration was estimated, based on a single morning blood sample taken each day during treatment. AUC values were compared between patients with and without toxicity. This simplified method for AUC estimation was compared with the standard two-samples-per-day method in an independent group of 50 patients. RESULTS: Forty-six patients, corresponding to 115 courses, were included in this prospective study. Considerable interindividual variability in estimated AUC was observed for both doses. Grade 3-4 toxicity occurred in 10 and 21% of patients given doses of 600 and 1000 mg m(-2) day(-1), respectively. Ths study confirmed the relationship between plasma 5-FU concentration and toxicity previously reported for 1000 mg m(-2) day(-1), but found no such relationship for the 600 mg m(-2) day(-1) regimen with concomitant radiotherapy. CONCLUSIONS: Our results do not support the use of therapeutic drug monitoring to improve tolerance for the 600 mg m(-2) day(-1) regimen with concomitant radiotherapy. A simplified method is proposed for 5-FU monitoring for the 1000 mg m(-2) day(-1) regimen.


Subject(s)
Carcinoma, Squamous Cell/drug therapy , Fluorouracil/administration & dosage , Head and Neck Neoplasms/drug therapy , Immunosuppressive Agents/administration & dosage , Carcinoma, Squamous Cell/radiotherapy , Dose-Response Relationship, Drug , Dose-Response Relationship, Radiation , Drug Administration Schedule , Female , Fluorouracil/adverse effects , Fluorouracil/pharmacokinetics , Head and Neck Neoplasms/radiotherapy , Humans , Immunosuppressive Agents/adverse effects , Immunosuppressive Agents/pharmacokinetics , Male , Pilot Projects , Treatment Outcome
4.
Proteomics ; 6(6): 1963-75, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16470659

ABSTRACT

Novel prognostic biomarkers are imperatively needed to help direct treatment decisions by typing subgroups of node-negative breast cancer patients. The current study has used a proteomic approach of SELDI-TOF-MS screening to identify differentially cytosolic expressed proteins with a prognostic impact in 30 node-negative breast cancer patients with no relapse versus 30 patients with metastatic relapse. The data analysis took into account 73 peaks, among which 2 proved, by means of univariate Cox regression, to have a good cumulative prognostic-informative power. Repeated random sampling (n = 500) was performed to ensure the reliability of the peaks. Optimized thresholds were then computed to use both peaks as risk factors and, adding them to the St. Gallen ones, improve the prognostic classification of node-negative breast cancer patients. Identification of ubiquitin and ferritin light chain (FLC), corresponding to the two peaks of interest, was obtained using ProteinChip LDI-Qq-TOF-MS. Differential expression of the two proteins was further confirmed by Western blotting analyses and immunohistochemistry. SELDI-TOF-MS protein profiling clearly showed that a high level of cytosolic ubiquitin and/or a low level of FLC were associated with a good prognosis in breast cancer.


Subject(s)
Biomarkers, Tumor/analysis , Breast Neoplasms/diagnosis , Carcinoma, Ductal, Breast/diagnosis , Mass Spectrometry/methods , Peptides/analysis , Protein Array Analysis/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Ubiquitin/analysis , Apoferritins , Biomarkers, Tumor/isolation & purification , Biomarkers, Tumor/metabolism , Blotting, Western , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Carcinoma, Ductal, Breast/pathology , Carcinoma, Ductal, Breast/surgery , Computational Biology , Disease-Free Survival , Female , Ferritins , Follow-Up Studies , France/epidemiology , Humans , Immunohistochemistry , Mammography , Neoplasm Recurrence, Local , Peptides/isolation & purification , Peptides/metabolism , Prognosis , Proteomics , Radiography, Thoracic , Retrospective Studies , Time Factors , Ubiquitin/isolation & purification , Ubiquitin/metabolism
5.
Cancer Genomics Proteomics ; 3(2): 89-95, 2006.
Article in English | MEDLINE | ID: mdl-31394686

ABSTRACT

BACKGROUND: In breast cancer treatment, FEC100 (fluorouracil, epirubicin and cyclophosphamide) chemotherapy delivered in a neoadjuvant setting is still applied empirically to all patients. The aim of this study was to establish a multigene classifier of sensitivity to neoadjuvant FEC100. MATERIALS AND METHODS: cDNA nylon microarrays, containing 15,000 genes, were used to analyze the gene expression profiles of tumour biopsies collected before chemotherapy: 8 were typed as pathological complete responders and 8 as non-responders according to their histological and clinical responses. RESULTS: A classifier was generated by means of Linear Discriminant Analysis and was evaluated by leave-one-out cross-validation. The difference of expression of the NDUFB5 gene (NADH dehydrogenase 1 beta subcomplex, 5), the best discriminating gene, was verified using RT-PCR. CONCLUSION: This preliminary work requires further investigations, especially in terms of larger cohorts, before the results can be transferred to clinical practice.

6.
Clin Cancer Res ; 8(2): 394-9, 2002 Feb.
Article in English | MEDLINE | ID: mdl-11839654

ABSTRACT

PURPOSE: To take into account relationships between topotecan area under the plasma concentration (AUC) versus time curve and percentage decrease of neutrophil count previously shown when topotecan is administered on a 5-day, daily schedule. A multicentric clinical trial with individualized dosing of topotecan was performed in patients with platinum-refractory ovarian cancer. The primary goal of this study was to evaluate the toxicity of topotecan when the interindividual variability in plasma drug exposure is decreased. EXPERIMENTAL DESIGN: A total of 39 patients were evaluable. In cycle 1, the daily dose for the last 2 days was dependent on the observed topotecan AUC at day 1; the general objective was to constrain the overall AUC (i.e., from day 1 to day 5) within 37,500-75,000 nM.min. A pharmacokinetic study was also performed on day 5 of cycle 1 and day 1 of cycle 2 to evaluate the intrapatient pharmacokinetic variability both within cycle 1 and between cycles. RESULTS: The dose of topotecan was decreased for 20 patients and increased for only 1 patient within cycle 1. The total administered dose was correlated to the creatinine clearance. The dose adjustments allowed control of the topotecan exposure: mean (+/-SD) observed AUC of 70,697 (+/-12,364) nM.min. Fourteen cases of dose-limiting toxicity were observed, mainly in patients who previously received two different regimens of chemotherapy without a washout period before topotecan treatment. An overall response rate of 21% was observed in the 33 patients evaluable. CONCLUSION: Dose adjustments are required not only in patients with creatinine clearance below 40 ml/min, but also in those with values between 40 and 60 ml/min (recommended starting dose is 1.2 mg/m(2)). By performing drug monitoring and taking into consideration the past treatment of each patient, better dose individualization can be obtained.


Subject(s)
Antineoplastic Agents/therapeutic use , Ovarian Neoplasms/drug therapy , Topotecan/therapeutic use , Aged , Antineoplastic Agents/pharmacokinetics , Area Under Curve , Creatinine/urine , Dose-Response Relationship, Drug , Female , Humans , Middle Aged , Neutrophils/drug effects , Neutrophils/metabolism , Time Factors , Topotecan/pharmacokinetics , Treatment Outcome
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