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1.
Clin Transl Sci ; 17(1): e13644, 2024 01.
Article in English | MEDLINE | ID: mdl-38108609

ABSTRACT

PF-06835919, a ketohexokinase inhibitor, presented as an inducer of cytochrome P450 3A4 (CYP3A4) in vitro (human primary hepatocytes), and static mechanistic modeling exercises predicted significant induction in vivo (oral midazolam area under the plasma concentration-time curve [AUC] ratio [AUCR] = 0.23-0.79). Therefore, a drug-drug interaction study was conducted to evaluate the effect of multiple doses of PF-06835919 (300 mg once daily × 10 days; N = 10 healthy participants) on the pharmacokinetics of a single oral midazolam 7.5 mg dose. The adjusted geometric means for midazolam AUC and its maximal plasma concentration were similar following co-administration with PF-06835919 (vs. midazolam administration alone), with ratios of the adjusted geometric means (90% confidence interval [CI]) of 97.6% (90% CI: 79.9%-119%) and 98.9% (90% CI: 76.4%-128%), respectively, suggesting there was minimal effect of PF-06835919 on midazolam pharmacokinetics. Lack of CYP3A4 induction was confirmed after the preparation of subject plasma-derived small extracellular vesicles (sEVs) and conducting proteomic and activity (midazolam 1'-hydroxylase) analysis. Consistent with the midazolam AUCR observed, the CYP3A4 protein expression fold-induction (geometric mean, 90% CI) was low in liver (0.9, 90% CI: 0.7-1.2) and non-liver (0.9, 90% CI: 0.7-1.2) sEVs (predicted AUCR = 1.0, 90% CI: 0.9-1.2). Likewise, minimal induction of CYP3A4 activity (geometric mean, 90% CI) in both liver (1.1, 90% CI: 0.9-1.3) and non-liver (0.9, 90% CI: 0.5-1.5) sEVs was evident (predicted AUCR = 0.9, 90% CI: 0.6-1.4). The results showcase the integrated use of an oral CYP3A probe (midazolam) and plasma-derived sEVs to assess a drug candidate as inducer.


Subject(s)
Cytochrome P-450 CYP3A , Midazolam , Humans , Midazolam/pharmacokinetics , Cytochrome P-450 CYP3A/metabolism , Proteomics , Pharmaceutical Preparations , Liquid Biopsy , Drug Interactions , Administration, Oral
2.
Expert Opin Drug Metab Toxicol ; 17(7): 803-821, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34278936

ABSTRACT

Introduction: Orally administered small molecule kinase inhibitors (KI) are a key class of targeted anti-cancer medicines that have contributed substantially to improved survival outcomes in patients with advanced disease. Since the introduction of KIs in 2001, there has been a building body of evidence that the benefit derived from these drugs may be further enhanced by individualizing dosing on the basis of concentration.Areas covered: This review considers the rationale for individualized KI dosing and the requirements for robust therapeutic drug monitoring (TDM). Current evidence supporting TDM-guided KI dosing is presented and critically evaluated, and finally potential approaches to address translational challenges for TDM-guided KI dosing and alternate approaches to support individualization of KI dosing are discussed.Expert opinion: Intuitively, the individualization of KI dosing through an approach such as TDM-guided dosing has great potential to enhance the effectiveness and tolerability of these drugs. However, based on current literature evidence it is unrealistic to propose that TDM-guided KI dosing should be routinely implemented into clinical practice.


Subject(s)
Antineoplastic Agents/administration & dosage , Drug Monitoring/methods , Protein Kinase Inhibitors/administration & dosage , Administration, Oral , Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacokinetics , Dose-Response Relationship, Drug , Humans , Neoplasms/drug therapy , Precision Medicine/methods , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/pharmacokinetics
3.
Clin Pharmacol Ther ; 110(1): 248-258, 2021 07.
Article in English | MEDLINE | ID: mdl-33792897

ABSTRACT

Liver-derived small extracellular vesicles (sEVs), prepared from small sets of banked serum samples using a novel two-step protocol, were deployed as liquid biopsy to study the induction of cytochromes P450 (CYP3A4, CYP3A5, and CYP2D6) and organic anion transporting polypeptides (OATP1B1 and OATP1B3) during pregnancy (nonpregnant (T0), first, second, and third (T3) trimester women; N = 3 each) and after administration of rifampicin (RIF) to healthy male subjects. Proteomic analysis revealed induction (mean fold-increase, 90% confidence interval) of sEV CYP3A4 after RIF 300 mg × 7 days (3.5, 95% CI = 2.5-4.5, N = 4, P = 0.029) and 600 mg × 14 days (3.7, 95% CI = 2.1-6.0, N = 5, P = 0.018) consistent with the mean oral midazolam area under the plasma concentration time curve (AUC) ratio in the same subjects (0.28, 95% CI = 0.22-0.34, P < 0.0001; and 0.17, 95% CI = 0.13-0.22, P < 0.0001). Compared with CYP3A4, liver sEV CYP3A5 protein (subjects genotyped CYP3A5*1/*3) was weakly induced (≤ 1.5-fold). It was also possible to measure liver sEV-catalyzed dextromethorphan (DEX) O-demethylation to dextrorphan (DXO), correlated with sEV CYP2D6 expression (r = 0.917, P = 0.0001; N = 10) and 3-hour plasma DXO-to-DEX concentration ratio (r = 0.843, P = 0.002, N = 10), and show that CYP2D6 was not induced by RIF. Nonparametric analysis of liver sEV revealed significantly higher CYP3A4 (3.2-fold, P = 0.003) and CYP2D6 (3.7-fold, P = 0.03) protein expression in T3 vs. T0 women. In contrast, expression of both OATPs in liver sEV was unaltered by RIF administration and pregnancy.


Subject(s)
Cytochrome P-450 Enzyme System/metabolism , Extracellular Vesicles/metabolism , Liver/metabolism , Organic Anion Transporters/metabolism , Adult , Area Under Curve , Cytochrome P-450 Enzyme System/genetics , Dextromethorphan/pharmacokinetics , Enzyme Induction/drug effects , Enzyme Induction/genetics , Female , Genotype , Humans , Liquid Biopsy , Liver/enzymology , Male , Midazolam/pharmacokinetics , Pregnancy , Proteomics , Rifampin/pharmacology , Young Adult
4.
J Clin Pharmacol ; 61(9): 1243-1248, 2021 09.
Article in English | MEDLINE | ID: mdl-33908053

ABSTRACT

Vemurafenib, a B rapidly accelerated fibrosarcoma inhibitor, is commonly used in combination of cobimetinib for the treatment of melanoma. In the current study, we evaluated the relationship between vemurafenib exposure, as measured by the estimated apparent clearance (CLB ) at steady state and any grade ≥3 toxicity, grade ≥3 skin rash, or toxicity requiring dose modification using pooled data from 3 prospective clinical trials involving 898 patients. A total of 69% had any grade ≥3 toxicity; grade ≥3 skin rash in 15% and 47% had a dose reduction/interruption or cessation. The median vemurafenib CLB was 1.35 L/h (interquartile range, 1.15-1.65 L/h). Lower vemurafenib CLB was significantly associated with an increased risk of grade ≥3 toxicity (hazard ratio [HR], 0.62; P < .001), grade ≥3 rash (HR, 0.29; P < .001), and adverse events requiring vemurafenib dose reduction/interruption or cessation (HR, 0.5; P < .001). When the patients were divided into 3 groups based on the vemurafenib CLB thresholds, those with low CLB (<1.22 L/h) had significantly increased incidence of any grade ≥3 toxicity or skin rash or dose adjustment, interruption, or cessation at 12 months and at day 28 when compared to those with medium (≥1.22 and <1.55 L/h) or high (>1.55 L/h) vemurafenib CLB . In conclusion, the estimated CLB of vemurafenib is associated with severe toxicities and dose adjustment or cessation, suggesting that an early estimation of vemurafenib exposure may be useful in identifying patients at risk of experiencing toxicity.


Subject(s)
Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacokinetics , Melanoma/drug therapy , Vemurafenib/adverse effects , Vemurafenib/pharmacokinetics , Aged , Antineoplastic Agents/therapeutic use , Azetidines/therapeutic use , Dose-Response Relationship, Drug , Female , Humans , Male , Metabolic Clearance Rate , Middle Aged , Patient Acuity , Piperidines/therapeutic use , Prospective Studies , Vemurafenib/therapeutic use
5.
Cells ; 10(3)2021 02 24.
Article in English | MEDLINE | ID: mdl-33668220

ABSTRACT

Small extracellular vesicles (sEV) have emerged as a potential rich source of biomarkers in human blood and present the intriguing potential for a 'liquid biopsy' to track disease and the effectiveness of interventions. Recently, we have further demonstrated the potential for EV derived biomarkers to account for variability in drug exposure. This study sought to evaluate the variability in abundance and cargo of global and liver-specific circulating sEV, within (diurnal) and between individuals in a cohort of healthy subjects (n = 10). We present normal ranges for EV concentration and size and expression of generic EV protein markers and the liver-specific asialoglycoprotein receptor 1 (ASGR1) in samples collected in the morning and afternoon. EV abundance and cargo was generally not affected by fasting, except CD9 which exhibited a statistically significant increase (p = 0.018). Diurnal variability was observed in the expression of CD81 and ASGR1, which significantly decreased (p = 0.011) and increased (p = 0.009), respectively. These results have potential implications for study sampling protocols and normalisation of biomarker data when considering the expression of sEV derived cargo as a biomarker strategy. Specifically, the novel finding that liver-specific EVs exhibit diurnal variability in healthy subjects should have broad implications in the study of drug metabolism and development of minimally invasive biomarkers for liver disease.


Subject(s)
Biomarkers, Tumor/metabolism , Extracellular Vesicles/metabolism , Liquid Biopsy/methods , Adolescent , Adult , Aged , Healthy Volunteers , Humans , Middle Aged , Young Adult
6.
Clin Pharmacokinet ; 58(8): 1029-1043, 2019 08.
Article in English | MEDLINE | ID: mdl-30868471

ABSTRACT

Targeted therapies, based on identification of common oncogenic mutations such as BRAF V600E/K and monoclonal antibody immunotherapies, have transformed the treatment of melanoma. Dual mitogen-activated protein kinase (MAPK) pathway inhibition of BRAF V600E/K and MEK 1/2 kinases with BRAF-MEK inhibitors using dabrafenib-trametinib, vemurafenib-cobimetinib and encorafenib-binimetinib is now the standard of care for BRAF V600E/K tumours. Monoclonal antibodies, such as pembrolizumab and nivolumab, against programmed cell death protein (PD-1) on T cells, as well as ipilimumab against cytotoxic T lymphocyte antigen-4 (CTLA-4), enable restoration of suppressed T-cell antitumour response, and have also shown improved clinical benefit compared with traditional chemotherapy. Exploration of different combination therapies, sequence of treatment, and dosing strategies is ongoing, and the understanding of the pharmacokinetics (PK) and pharmacodynamics (PD) of these new agents is fundamental in devising the optimal regimen. Preclinical and clinical studies, as well as population PK modelling, provide essential data in terms of PK parameters, metabolism, interpatient variability, drug interactions and PD effects at the target. This review gathers the current evidence and understanding of the clinical PK and PD of drugs used in the modern treatment of melanoma, and the factors determining drug disposition, exposure and clinical response, and also highlighting areas of further research.


Subject(s)
Antibodies, Monoclonal/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/pharmacokinetics , Carcinogenesis/drug effects , Melanoma/drug therapy , Molecular Targeted Therapy/methods , Protein Kinase Inhibitors/pharmacokinetics , Antibodies, Monoclonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers/metabolism , Carcinogenesis/genetics , Combined Modality Therapy/methods , Female , Humans , Male , Melanoma/genetics , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Mutation , Pharmacogenetics/methods , Protein Kinase Inhibitors/therapeutic use , Tumor Microenvironment/genetics
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