1
|
Yasu T, Matsumoto Y, Sugita T. Evaluation of in vivo pharmacokinetic study of the anti-cancer drug imatinib using silkworms as an animal model. Drug Discov Ther 2024; 18:245-248. [PMID: 39155085 DOI: 10.5582/ddt.2024.01040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
Imatinib is an oral molecular targeted therapy that acts as a tyrosine kinase inhibitor. Silkworms present a promising experimental model for elucidating the pharmacokinetic and toxicity profiles of various compounds. This study aimed to establish an experimental paradigm for investigating the pharmacokinetics of imatinib in silkworms. A comparative analysis of imatinib pharmacokinetic parameters across silkworms, humans, mice, and rats revealed similarities in time to maximum concentration (Tmax) and apparent clearance values between silkworms and humans. However, differences in elimination half-life (t1/2) and apparent volume of distribution between silkworms and humans remained within 5- and 4-fold ranges, respectively. Importantly, mice demonstrated pharmacokinetic parameters closer to those of humans than rats during imatinib studies. Additionally, silkworms and mice exhibit similar Tmax and t1/2 values. This study highlights the potential of silkworms as valuable tools for investigating imatinib metabolism in pharmacokinetic studies. Furthermore, it underscores the applicability of silkworms in elucidating the pharmacokinetic parameters of various molecular-targeted drugs, thus facilitating advancements in drug development and evaluation.
Collapse
Affiliation(s)
- Takeo Yasu
- Department of Medicinal Therapy Research, Education and Research Unit for Comprehensive Clinical Pharmacy, Meiji Pharmaceutical University, Tokyo, Japan
| | - Yasuhiko Matsumoto
- Department of Microbiology, Meiji Pharmaceutical University, Tokyo, Japan
| | - Takashi Sugita
- Department of Microbiology, Meiji Pharmaceutical University, Tokyo, Japan
| |
Collapse
|
2
|
Géraud A, Combarel D, Funck-Brentano C, Beaulieu Q, Zahr N, Broutin S, Spano JP, Massard C, Besse B, Gougis P. A Score to Predict the Clinical Usefulness of Therapeutic Drug Monitoring: Application to Oral Molecular Targeted Therapies in Cancer. Clin Pharmacol Ther 2024; 116:678-689. [PMID: 38389482 DOI: 10.1002/cpt.3193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 01/22/2024] [Indexed: 02/24/2024]
Abstract
Therapeutic drug monitoring (TDM) involves measuring and interpreting drug concentrations in biological fluids to adjust drug dosages. In onco-hematology, TDM guidelines for oral molecular targeted therapies (oMTTs) are varied. This study evaluates a quantitative approach with a score to predict the clinical usefulness of TDM for oMTTs. We identified key parameters for an oMTT's suitability for TDM from standard TDM recommendations. We gathered oMTT pharmacological data, which covered exposure variability (considering pharmacokinetic (PK) impact of food and proton pump inhibitors), technical intricacy (PK linearity and active metabolites), efficacy (exposure-response relationship), and safety (maximum tolerated dose, and exposure-safety relationship). To assess the validity and the relevance of the score and define relevant thresholds, we evaluated molecules with prospective validation or strong recommendations for TDM, both in oncology and in other fields. By September 1, 2021, the US Food and Drug Administration (FDA) approved 67 oMTTs for onco-hematological indications. Scores ranged from 15 (acalabrutinib) to 80 (sunitinib) with an average of 48.3 and a standard deviation of 15.6. Top scorers included sunitinib, sorafenib, cabozantinib, nilotinib, and abemaciclib. Based on scores, drugs were categorized into low (< 40), intermediate (≥ 40 and < 60), and high (≥ 60) relevance for TDM. Notably, negative controls generally scored around or under 40, whereas positive controls had a high score across different indications. In this work, we propose a quantitative and reproducible score to compare the potential usefulness of TDM for oMTTs. Future guidelines should prioritize the TDM for molecules with the highest score.
Collapse
Affiliation(s)
- Arthur Géraud
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
- Early Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
- Paris-Saclay University, Orsay, France
| | - David Combarel
- Pharmacology Department, Gustave Roussy, Villejuif, France
- Faculty of Pharmacy, Paris-Saclay University, Chatenay-Malabry, France
| | - Christian Funck-Brentano
- Department of Pharmacology and Clinical Investigation Center (CIC-1901), AP-HP.Sorbonne Université, Pitié-Salpêtrière Hospital, INSERM, CIC-1901 and UMR-S 1166, Sorbonne Université Médecine, Paris, France
| | - Quentin Beaulieu
- Department of Pharmacology and Clinical Investigation Center (CIC-1901), AP-HP.Sorbonne Université, Pitié-Salpêtrière Hospital, INSERM, CIC-1901 and UMR-S 1166, Sorbonne Université Médecine, Paris, France
| | - Noël Zahr
- Department of Pharmacology and Clinical Investigation Center (CIC-1901), AP-HP.Sorbonne Université, Pitié-Salpêtrière Hospital, INSERM, CIC-1901 and UMR-S 1166, Sorbonne Université Médecine, Paris, France
| | - Sophie Broutin
- Pharmacology Department, Gustave Roussy, Villejuif, France
| | - Jean-Philippe Spano
- Oncology Department, APHP-Sorbonne Université, Cancer Institute (IUC), Paris, France
- INSERM, UMRS 1136, Paris, France
| | - Christophe Massard
- Early Drug Development Department (DITEP), Gustave Roussy, Villejuif, France
- Centre Eugène Marquis, Rennes, France
| | - Benjamin Besse
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
- Paris-Saclay University, Orsay, France
| | - Paul Gougis
- Department of Pharmacology and Clinical Investigation Center (CIC-1901), AP-HP.Sorbonne Université, Pitié-Salpêtrière Hospital, INSERM, CIC-1901 and UMR-S 1166, Sorbonne Université Médecine, Paris, France
- Oncology Department, APHP-Sorbonne Université, Cancer Institute (IUC), Paris, France
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, INSERM, U932 Immunity and Cancer, Curie Institute, Université Paris, Paris, France
| |
Collapse
|
3
|
Teplytska O, Ernst M, Koltermann LM, Valderrama D, Trunz E, Vaisband M, Hasenauer J, Fröhlich H, Jaehde U. Machine Learning Methods for Precision Dosing in Anticancer Drug Therapy: A Scoping Review. Clin Pharmacokinet 2024:10.1007/s40262-024-01409-9. [PMID: 39153056 DOI: 10.1007/s40262-024-01409-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/04/2024] [Indexed: 08/19/2024]
Abstract
INTRODUCTION In the last decade, various Machine Learning techniques have been proposed aiming to individualise the dose of anticancer drugs mostly based on a presumed drug effect or measured effect biomarkers. The aim of this scoping review was to comprehensively summarise the research status on the use of Machine Learning for precision dosing in anticancer drug therapy. METHODS This scoping review was conducted in accordance with the interim guidance by Cochrane and the Joanna Briggs Institute. We systematically searched the databases Medline (via PubMed), Embase and the Cochrane Library for research articles and reviews including results published after 2016. Results were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) checklist. RESULTS A total of 17 relevant studies was identified. In 12 of the included studies, Reinforcement Learning methods were used, including Classical, Deep, Double Deep and Conservative Q-Learning and Fuzzy Reinforcement Learning. Furthermore, classical Machine Learning methods were compared in terms of their performance and an artificial intelligence platform based on parabolic equations was used to guide dosing prospectively and retrospectively, albeit only in a limited number of patients. Due to the significantly different algorithm structures, a meaningful comparison between the various Machine Learning approaches was not possible. CONCLUSION Overall, this review emphasises the clinical relevance of Machine Learning methods for anticancer drug dose optimisation, as many algorithms have shown promising results enabling model-free predictions with the potential to maximise efficacy and minimise toxicity when compared to standard protocols.
Collapse
Affiliation(s)
- Olga Teplytska
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany
| | - Moritz Ernst
- Faculty of Medicine and University Hospital Cologne, Institute of Public Health, University of Cologne, Cologne, Germany
| | - Luca Marie Koltermann
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany
| | - Diego Valderrama
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Sankt Augustin, Germany
| | - Elena Trunz
- Institute of Computer Science II, Visual Computing, University of Bonn, Bonn, Germany
| | - Marc Vaisband
- Hausdorff Center for Mathematics, University of Bonn, Bonn, Germany
- Institute of Life & Medical Sciences (LIMES), University of Bonn, Bonn, Germany
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Paracelsus Medical University, Cancer Cluster Salzburg, Salzburg, Austria
| | - Jan Hasenauer
- Hausdorff Center for Mathematics, University of Bonn, Bonn, Germany
- Institute of Life & Medical Sciences (LIMES), University of Bonn, Bonn, Germany
| | - Holger Fröhlich
- Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Sankt Augustin, Germany
- Bonn-Aachen International Center for Information Technology (B-IT), University of Bonn, Bonn, Germany
| | - Ulrich Jaehde
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany.
| |
Collapse
|
4
|
Meertens M, de Vries N, Rosing H, Steeghs N, Beijnen JH, Huitema ADR. Analytical Validation of a Volumetric Absorptive Microsampling Method for Therapeutic Drug Monitoring of the Oral Targeted Anticancer Agents, Abiraterone, Alectinib, Cabozantinib, Imatinib, Olaparib, and Sunitinib, and Metabolites. Ther Drug Monit 2024; 46:494-502. [PMID: 38321598 DOI: 10.1097/ftd.0000000000001175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/22/2023] [Indexed: 02/08/2024]
Abstract
BACKGROUND Volumetric Absorptive Microsampling (VAMS) is a useful tool for therapeutic drug monitoring (TDM) of oral targeted anticancer agents. VAMS aims to improve safety and efficacy by enabling at-home blood sample collection by patients. This study aimed to develop and validate an ultra-high performance liquid chromatography-tandem mass spectrometry method for the quantitative determination of abiraterone, alectinib, cabozantinib, imatinib, olaparib, sunitinib, and the metabolites, Δ(4)-abiraterone (D4A), alectinib-M4, imatinib-M1, and N -desethyl sunitinib, in dried whole blood samples using VAMS to support TDM. METHODS After the collection of 10 μL of whole blood sample using the VAMS device, the analytes were extracted from the tip using methanol with shaking, evaporated, and reconstituted in acetonitrile:0.1 mol/L ammonium hydroxide in water (1:1, vol/vol). The extracts were then analyzed using ultra-high performance liquid chromatography-tandem mass spectrometry. Validation experiments based on the ICH M10 guideline were carried out, and stability was evaluated under shipping and storage conditions. VAMS specimens were collected in the outpatient clinic to demonstrate the applicability of the assay. RESULTS The validated range of the method was considered accurate and precise for all analytes. Accordingly, the validation experiments met the relevant requirements, except for cross-analyte interference. Based on the stability data, shipment can be performed at room temperature within 14 days after sample collection and the VAMS specimen can be stored up to 9 months at -20 and -70°C. Samples from 59 patients were collected at the hospital. CONCLUSIONS The developed method could be used to successfully quantify the concentrations of abiraterone, D4A, alectinib, alectinib-M4, cabozantinib, imatinib, imatinib-M1, olaparib, sunitinib, and N -desethyl sunitinib within the validated range using VAMS. Therefore, the method can be used to estimate the dried whole blood-to-plasma ratios for TDM in the clinic.
Collapse
Affiliation(s)
- Marinda Meertens
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Niels de Vries
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Hilde Rosing
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Jos H Beijnen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
| | - Alwin D R Huitema
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, the Netherlands; and
- Department of Pharmacology, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| |
Collapse
|
5
|
Li T, Zhou S, Wang L, Zhao T, Wang J, Shao F. Docetaxel, cyclophosphamide, and epirubicin: application of PBPK modeling to gain new insights for drug-drug interactions. J Pharmacokinet Pharmacodyn 2024; 51:367-384. [PMID: 38554227 DOI: 10.1007/s10928-024-09912-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 02/20/2024] [Indexed: 04/01/2024]
Abstract
The new adjuvant chemotherapy of docetaxel, epirubicin, and cyclophosphamide has been recommended for treating breast cancer. It is necessary to investigate the potential drug-drug Interactions (DDIs) since they have a narrow therapeutic window in which slight differences in exposure might result in significant differences in treatment efficacy and tolerability. To guide clinical rational drug use, this study aimed to evaluate the DDI potentials of docetaxel, cyclophosphamide, and epirubicin in cancer patients using physiologically based pharmacokinetic (PBPK) models. The GastroPlus™ was used to develop the PBPK models, which were refined and validated with observed data. The established PBPK models accurately described the pharmacokinetics (PKs) of three drugs in cancer patients, and the predicted-to-observed ratios of all the PK parameters met the acceptance criterion. The PBPK model predicted no significant changes in plasma concentrations of these drugs during co-administration, which was consistent with the observed clinical phenomenon. Besides, the verified PBPK models were then used to predict the effect of other Cytochrome P450 3A4 (CYP3A4) inhibitors/inducers on these drug exposures. In the DDI simulation, strong CYP3A4 modulators changed the exposure of three drugs by 0.71-1.61 fold. Therefore, patients receiving these drugs in combination with strong CYP3A4 inhibitors should be monitored regularly to prevent adverse reactions. Furthermore, co-administration of docetaxel, cyclophosphamide, or epirubicin with strong CYP3A4 inducers should be avoided. In conclusion, the PBPK models can be used to further investigate the DDI potential of each drug and to develop dosage recommendations for concurrent usage by additional perpetrators or victims.
Collapse
Affiliation(s)
- Tongtong Li
- Phase I Clinical Trial Unit, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
- Department of Clinical Pharmacology, School of Pharmacy College, Nanjing Medical University, Nanjing, 211166, China
| | - Sufeng Zhou
- Phase I Clinical Trial Unit, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Lu Wang
- Phase I Clinical Trial Unit, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
| | - Tangping Zhao
- Phase I Clinical Trial Unit, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China
- Department of Clinical Pharmacology, School of Pharmacy College, Nanjing Medical University, Nanjing, 211166, China
| | - Jue Wang
- Division of Breast Surgery, The First Affiliated Hospital With Nanjing Medical University, Guangzhou Road 300, Nanjing, 210029, Jiangsu Province, China
| | - Feng Shao
- Phase I Clinical Trial Unit, The First Affiliated Hospital With Nanjing Medical University, Nanjing, 210029, China.
- Department of Clinical Pharmacology, School of Pharmacy College, Nanjing Medical University, Nanjing, 211166, China.
| |
Collapse
|
6
|
Posocco B, Zanchetta M, Orleni M, Gagno S, Montico M, Peruzzi E, Roncato R, Gerratana L, Corsetti S, Puglisi F, Toffoli G. Therapeutic Monitoring of Palbociclib, Ribociclib, Abemaciclib, M2, M20, and Letrozole in Human Plasma: A Novel LC-MS/MS Method. Ther Drug Monit 2024; 46:485-493. [PMID: 38366332 PMCID: PMC11232939 DOI: 10.1097/ftd.0000000000001174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/13/2023] [Indexed: 02/18/2024]
Abstract
BACKGROUND Therapeutic drug monitoring (TDM) using cyclin-dependent kinase inhibitors (CDK4/6is) is a novel approach for optimizing treatment outcomes. Currently, palbociclib, ribociclib, and abemaciclib are the available CDK4/6is and are primarily coadministered with letrozole. This study aimed to develop and validate an LC-MS/MS method for the simultaneous analysis of CDK4/6is, 2 active metabolites of abemaciclib (M2 and M20), and letrozole in human plasma for use in TDM studies. METHODS Sample pretreatment comprised protein precipitation with methanol and dilution of the supernatant with an aqueous mobile phase. Chromatographic separation was achieved using a reversed-phase XBridge BEH C18 column (2.5 μm, 3.0 × 75 mm XP), with methanol serving as the organic mobile phase and pyrrolidine-pyrrolidinium formate (0.005:0.005 mol/L) buffer (pH 11.3) as the aqueous mobile phase. A triple quadrupole mass spectrometer was used for the detection, with the ESI source switched from negative to positive ionization mode and the acquisition performed in multiple reaction monitoring mode. RESULTS The complete validation procedure was successfully performed in accordance with the latest regulatory guidelines. The following analytical ranges (ng/mL) were established for the tested compounds: 6-300, palbociclib and letrozole; 120-6000, ribociclib; 40-800, abemaciclib; and 20-400, M2 and M20. All results met the acceptance criteria for linearity, accuracy, precision, selectivity, sensitivity, matrix effects, and carryover. A total of 85 patient samples were analyzed, and all measured concentrations were within the validated ranges. The percent difference for the reanalyzed samples ranged from -11.2% to 7.0%. CONCLUSIONS A simple and robust LC-MS/MS method was successfully validated for the simultaneous quantification of CDK4/6is, M2, M20, and letrozole in human plasma. The assay was found to be suitable for measuring steady-state trough concentrations of the analytes in patient samples.
Collapse
Affiliation(s)
- Bianca Posocco
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Martina Zanchetta
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Marco Orleni
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Sara Gagno
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Marcella Montico
- Clinical Trial Office, Scientific Direction-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Elena Peruzzi
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Rossana Roncato
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
- Department of Medicine, University of Udine, Udine, Italy; and
| | - Lorenzo Gerratana
- Department of Medical Oncology-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Serena Corsetti
- Department of Medical Oncology-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Fabio Puglisi
- Department of Medicine, University of Udine, Udine, Italy; and
- Department of Medical Oncology-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit-CRO Aviano, National Cancer Institute, IRCCS, Aviano, Italy
| |
Collapse
|
7
|
Perrier M, Zuccaro E, Carlier C, Brugel M, Slimano F, Bouché O. Incidence of hand-foot syndrome with protein kinase inhibitors in advanced hepatocellular carcinoma patients who received atezolizumab-bevacizumab combination. J Oncol Pharm Pract 2024:10781552241269738. [PMID: 39090999 DOI: 10.1177/10781552241269738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
INTRODUCTION Treatment of advanced HepatoCellular Carcinoma (HCC) is based on first-line (L1) combination of atezolizumab and high-dose (HD) bevacizumab while second-line (L2) refers one antiangiogenic protein kinase inhibitors (aaPKI). This prolonged antiangiogenic pressure let us to observe an increasing occurrence of Hand-Foot Syndromes (HFS) in patients receiving aaPKI after HD bevacizumab combination. This study reports observations and discussions about the evidence and hypothesis that could be made. METHODS Patients who received the L1 combination from September 1st 2020 to December 31st 2022 to identify L2 aaPKI. Demographic, biological, oncological data and occurrence of HFS were collected. In addition were collected the number of L1 combination cycles, type of aaPKI, and delay between last L1 cycle and L2 initiation. This study had a purely exploratory purpose, so no statistical analysis was planned. RESULTS 17 patients received an aaPKI after the L1 HD bevacizumab combination with a median time of 26 days from last L1 cycle to L2 start. Five patients experienced HFS including grade 3 (n = 2) with sorafenib and cabozantinib. The HFS occurred with a median delay of 23 days (IQR: 21-28) from aaPKI start. Three patients experienced aaPKI-related dose-limiting toxicity. CONCLUSIONS Proportion of patients experienced HFS in our cohort did not differ from pivotal trials data and the sample size do not allow to conclude. Hypotheses include timing of aaPKI start in HCC treatment, vascular toxicity at aaPKI start after HD bevacizumab discontinuation instead combination, patient-related outcome for a better understanding of these aaPKI-related HFS post HD bevacizumab.
Collapse
Affiliation(s)
- Marine Perrier
- Department of Gastroenterology and Digestive Oncology, Université Reims Champagne-Ardenne, BioSpecT, CHU Reims, Reims, France
| | - Emma Zuccaro
- Department of Pharmacy, Université Reims Champagne-Ardenne, BioSpecT, CHU Reims, Reims, France
| | | | - Mathias Brugel
- Department of Gastroenterology, CH de la Côte Basque, Bayonne, France
| | - Florian Slimano
- Department of Pharmacy, Université Reims Champagne-Ardenne, BioSpecT, CHU Reims, Reims, France
| | - Olivier Bouché
- Department of Gastroenterology and Digestive Oncology, Université Reims Champagne-Ardenne, BioSpecT, CHU Reims, Reims, France
| |
Collapse
|
8
|
Ferrer F, Tetu P, Dousset L, Lebbe C, Ciccolini J, Combarel D, Meyer N, Paci A, Bouchet S. Tyrosine kinase inhibitors in cancers: Treatment optimization - Part II. Crit Rev Oncol Hematol 2024; 200:104385. [PMID: 38810843 DOI: 10.1016/j.critrevonc.2024.104385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/02/2024] [Accepted: 05/03/2024] [Indexed: 05/31/2024] Open
Abstract
Real-life populations are more heterogeneous than those included in prospective clinical studies. In cancer patients, comorbidities and co-medications favor the appearance of severe adverse effects which can significantly impact quality of life and treatment effectiveness. Most of tyrosine kinase inhibitors (TKI) have been developed with flat oral dosing exposing patients to the risk of poor adherence due to side effects. Additionally, genetic or physiological factors, differences in diet, and drug-drug interactions can lead to inter-individual variability affecting treatment outcomes and increasing the risk of adverse events. Knowledge of the different factors of variability allows individualized patient management. This review examines the effects of adherence, food intake, and pharmaceutical form on the pharmacokinetics of oral TKI, as well as evaluating pharmacokinetics considerations improving TKI management. Concentration-effectiveness and concentration-toxicity data are presented for the selected TKI, and a simple therapeutic drug monitoring schema is outlined to help individualize dosing of oral TKI.
Collapse
Affiliation(s)
- Florent Ferrer
- Department of Pharmacology, Clermont-Ferrand University Hospital, Clermont-Ferrand, France; SMARTc Unit, CRCM Inserm U1068, Aix Marseille Univ and APHM, Marseille, France; Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France
| | - Pauline Tetu
- Department of Dermatology, APHP Dermatology, Paris 7 Diderot University, INSERM U976, Hôpital Saint-Louis, Paris, France; Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France
| | - Léa Dousset
- Dermatology Department, Bordeaux University Hospital, Bordeaux, France; Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France
| | - Céleste Lebbe
- Department of Dermatology, APHP Dermatology, Paris 7 Diderot University, INSERM U976, Hôpital Saint-Louis, Paris, France; Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France
| | - Joseph Ciccolini
- SMARTc Unit, CRCM Inserm U1068, Aix Marseille Univ and APHM, Marseille, France; Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France
| | - David Combarel
- Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France; Service de Pharmacocinétique, Faculté de Pharmacie, Université Paris-Saclay, Châtenay-Malabry, Châtenay-Malabry 92 296, France
| | - Nicolas Meyer
- Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France; Université Paul Sabatier-Toulouse III, Institut National de la Santé et de la Recherche Médicale Unité Mixte de Recherche, Toulouse 1037-CRCT, France
| | - Angelo Paci
- Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France; Service de Pharmacocinétique, Faculté de Pharmacie, Université Paris-Saclay, Châtenay-Malabry, Châtenay-Malabry 92 296, France
| | - Stéphane Bouchet
- Service de Pharmacologie, Département de Biologie et Pathologie médicales, Gustave Roussy, Villejuif 94805, France; Département de Pharmacologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France.
| |
Collapse
|
9
|
Hulin A, Gelé T, Fenioux C, Kempf E, Sahali D, Tournigand C, Ollero M. Pharmacology of Tyrosine Kinase Inhibitors: Implications for Patients with Kidney Diseases. Clin J Am Soc Nephrol 2024; 19:927-938. [PMID: 38079278 PMCID: PMC11254026 DOI: 10.2215/cjn.0000000000000395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Tyrosine kinase inhibitors (TKI) have introduced a significant advancement in cancer management. These compounds are administered orally, and their absorption holds a pivotal role in determining their variable efficacy. They exhibit extensive distribution within the body, binding strongly to both plasma and tissue proteins. Often reliant on efflux and influx transporters, TKI undergo primary metabolism by intestinal and hepatic cytochrome P450 enzymes, with nonkidney clearance being predominant. Owing to their limited therapeutic window, many TKI display considerable intraindividual and interindividual variability. This review offers a comprehensive analysis of the clinical pharmacokinetics of TKI, detailing their interactions with drug transporters and metabolic enzymes, while discussing potential clinical implications. The prevalence of kidney conditions, such as AKI and CKD, among patients with cancer is explored in their effect on TKI pharmacokinetics. Finally, the potential nephrotoxicity associated with TKI is also examined.
Collapse
Affiliation(s)
- Anne Hulin
- Pharmacology Laboratory, University Medicine Department of Biology-Pathology, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
| | - Thibaut Gelé
- Pharmacology Laboratory, University Medicine Department of Biology-Pathology, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
| | - Charlotte Fenioux
- Oncology Unit, University Medicine Department of Cancer, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
| | - Emmanuelle Kempf
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
- Oncology Unit, University Medicine Department of Cancer, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
| | - Dil Sahali
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
- Nephrology Unit, University Medicine Department of Medicine, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
| | - Christophe Tournigand
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
- Oncology Unit, University Medicine Department of Cancer, AP-HP, GH Henri Mondor, University Paris-Est Creteil, Créteil, France
| | - Mario Ollero
- University Paris Est Creteil, INSERM, IMRB, F-94010 Creteil, France
| |
Collapse
|
10
|
Ravix A, Bandiera C, Cardoso E, Lata-Pedreira A, Chtioui H, Decosterd LA, Wagner AD, Schneider MP, Csajka C, Guidi M. Population Pharmacokinetics of Trametinib and Impact of Nonadherence on Drug Exposure in Oncology Patients as Part of the Optimizing Oral Targeted Anticancer Therapies Study. Cancers (Basel) 2024; 16:2193. [PMID: 38927898 PMCID: PMC11201946 DOI: 10.3390/cancers16122193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/03/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
Trametinib is a targeted therapy used for the treatment of solid tumours, with significant variability reported in real-life studies. This variability increases the risk of suboptimal exposure, which can lead to treatment failure or increased toxicity. Using model-based simulation, this study aims to characterize and investigate the pharmacokinetics and the adequacy of the currently recommended doses of trametinib. Additionally, the simulation of various suboptimal adherence scenarios allowed for an assessment of the impact of patients' drug adherence on the treatment outcome. The population data collected in 33 adult patients, providing 113 plasmatic trametinib concentrations, were best described by a two-compartment model with linear absorption and elimination. The study also identified a significant positive effect of fat-free mass and a negative effect of age on clearance, explaining 66% and 21% of the initial associated variability, respectively. Simulations showed that a maximum dose of 2 mg daily achieved the therapeutic target in 36% of male patients compared to 72% of female patients. A dose of 1.5 mg per day in patients over 65 years of age achieved similar rates, with 44% and 79% for male and female patients, respectively, reaching the therapeutic target. Poor adherence leads to a significant drop in concentrations and a high risk of subtherapeutic drug levels. These results underline the importance of interprofessional collaboration and patient partnership along the patient's journey to address patients' needs regarding trametinib and support medication adherence.
Collapse
Affiliation(s)
- Anne Ravix
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Carole Bandiera
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, 1211 Geneva, Switzerland
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, 1011 Lausanne, Switzerland
| | - Evelina Cardoso
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
| | - Adrian Lata-Pedreira
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
| | - Haithem Chtioui
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Laurent Arthur Decosterd
- Laboratory of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Anna Dorothea Wagner
- Department of Oncology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| | - Marie Paule Schneider
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, 1211 Geneva, Switzerland
| | - Chantal Csajka
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, 1211 Geneva, Switzerland
| | - Monia Guidi
- Centre for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1211 Geneva, Switzerland (M.P.S.)
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
| |
Collapse
|
11
|
Lewis R, Niazi-Ali S, McIvor A, Kanj SS, Maertens J, Bassetti M, Levine D, Groll AH, Denning DW. Triazole antifungal drug interactions-practical considerations for excellent prescribing. J Antimicrob Chemother 2024; 79:1203-1217. [PMID: 38629250 DOI: 10.1093/jac/dkae103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024] Open
Abstract
Systemic antifungal therapy is critical for reducing the mortality from many invasive and chronic fungal infections. Triazole antifungals are the most frequently prescribed antifungals but require attention to dosing and drug interactions. Nearly 600 severe drug-drug interactions and over 1100 moderate interactions requiring dose modifications are described or anticipated with systemic antifungal agents (see https://www.aspergillus.org.uk/antifungal-drug-interactions/). In this article, we address the common and less common, but serious, drug interactions observed in clinical practice with triazole antifungals, including a group of drugs that cannot be prescribed with all or most triazole antifungals (ivabradine, ranolazine, eplerenone, fentanyl, apomorphine, quetiapine, bedaquiline, rifampicin, rifabutin, sirolimus, phenytoin and carbamazepine). We highlight interactions with drugs used in children and new agents introduced for the treatment of haematological malignancies or graft versus host disease (midostaurin, ibrutinib, ruxolitinib and venetoclax). We also summarize the multiple interactions between oral and inhaled corticosteroids and triazole antifungals, and the strategies needed to optimize the therapeutic benefits of triazole antifungal therapy while minimizing potential harm to patients.
Collapse
Affiliation(s)
- Russell Lewis
- Department of Molecular Medicine, University of Padua, Padua, Italy
| | - Saarah Niazi-Ali
- Antifungal Database Consultancy Pharmacist, Fungal Infection Trust, PO Box 482, Macclesfield, Cheshire SK10 9AR, UK
| | - Andrew McIvor
- Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Souha S Kanj
- Division of Infectious Diseases, Department of Internal Medicine and Center for Infectious Diseases Research, American University of Beirut Medical Center, Beirut, Lebanon
| | - Johan Maertens
- Department of Microbiology, Immunology, and Transplantation, Department of Haematology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Matteo Bassetti
- Department of Health Sciences, Infectious Diseases Clinic, University of Genoa and Ospedale Policlinico San Martino IRCCS, Genoa, Italy
| | - Deborah Levine
- Lung Transplant Program, Division of Pulmonary Critical Care and Allergy, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Andreas H Groll
- Infectious Disease Research Program, Center for Bone Marrow Transplantation and Department of Pediatric Hematology/Oncology, Children's University Hospital, Albert-Schweitzer-Campus 1, Building A1, Münster, 48149, Germany
| | - David W Denning
- Manchester Fungal Infection Group, The University of Manchester and Manchester Academic Health Science Centre, Manchester, UK
| |
Collapse
|
12
|
Kingma JS, Peeters NWL, Knibbe CAJ, Agterof MJ, Derksen WJM, Burgers DMT, van den Broek MPH. Clinical Guidance for Dosing and Monitoring Oral Antihormonal Drugs in Patients with Breast Cancer After Roux-en-Y Gastric Bypass. Ther Drug Monit 2024; 46:404-409. [PMID: 38018850 DOI: 10.1097/ftd.0000000000001159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/08/2023] [Indexed: 11/30/2023]
Abstract
ABSTRACT Obesity is associated with an increased risk of cancers, such as breast cancer. Roux-en-Y gastric bypass (RYGB) is a common surgical intervention used to induce weight loss, reduce comorbidities, and improve overall survival. Due to alterations in the gastrointestinal tract, RYGB is associated with changes in oral drug disposition, which can affect treatment outcomes. Oral antihormonal agents were monitored in 9 patients who previously underwent RYGB. The results of therapeutic drug monitoring and estradiol concentrations were analyzed, and a review of the relevant literature was performed. As only 1 of the 6 patients prescribed tamoxifen achieved a therapeutic endoxifen concentration with the standard dose of 20 mg/d, a higher starting dose of 40 mg/d was recommended to increase the probability of attaining a therapeutic plasma concentration. All patients with decreased CYP2D6 metabolic activity could not achieve therapeutic plasma concentrations; therefore, CYP2D6 genotyping was recommended before the initiation of tamoxifen therapy to identify patients who should be switched to aromatase inhibitors. Anastrozole and letrozole exposure in patients who underwent RYGB patients appeared sufficient, with no dose adjustment required. However, until more data become available, monitoring aromatase inhibitor efficacy is recommended. Monitoring the drug concentrations is a viable option; however, only indicative data on therapeutic drug monitoring are available. Therefore, estradiol concentrations should be measured.
Collapse
Affiliation(s)
- Jurjen S Kingma
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands
| | - Niels W L Peeters
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Catherijne A J Knibbe
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands
- Division of Systems Pharmacology & Pharmacy, Leiden Academic Center for Drug Research, Leiden University, Leiden, the Netherlands
| | - Mariette J Agterof
- Department of Internal Medicine, St. Antonius Hospital, Utrecht, the Netherlands
| | - Wouter J M Derksen
- Department of Surgery, St. Antonius Hospital, Nieuwegein, the Netherlands; and
| | - Desirée M T Burgers
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands
| | - Marcel P H van den Broek
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands
- Department of Pharmaceutics, Faculty of Science, Utrecht University, Utrecht, the Netherlands
| |
Collapse
|
13
|
Gasperoni L, Giunta EF, Montanari D, Masini C, De Giorgi U. New-generation androgen receptor signaling inhibitors (ARSIs) in metastatic hormone-sensitive prostate cancer (mHSPC): pharmacokinetics, drug-drug interactions (DDIs), and clinical impact. Expert Opin Drug Metab Toxicol 2024; 20:491-502. [PMID: 38778707 DOI: 10.1080/17425255.2024.2353749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 05/07/2024] [Indexed: 05/25/2024]
Abstract
INTRODUCTION The therapeutic scenario of metastatic hormone-sensitive prostate cancer (mHSPC) has dramatically changed in recent years, with the approval of new-generation Androgen Receptor Signaling Inhibitors (ARSIs), in combination with the androgen deprivation therapy (ADT), which was the previous standard of care. Despite showing a similar clinical efficacy, ARSIs, all of which are administered orally, are different in terms of pharmacokinetic and drug-drug interactions (DDIs). AREAS COVERED This review covers the main pharmacokinetic characteristics of ARSIs that have been approved for the first-line therapy of mHSPC patients, underlying the differences among these molecules and focusing on the known or possible interactions with other drugs. Full-text articles and abstracts were searched in PubMed. EXPERT OPINION Since prostate cancer occurs mainly in older age, comorbidities and the consequent polypharmacy increase the DDI risk in mHSPC patients who are candidates for ARSI. Waiting for new therapeutic options, in the absence of direct comparisons, pharmacokinetic knowledge is essential to guide clinicians in prescribing ARSI in this setting.
Collapse
Affiliation(s)
- Lorenzo Gasperoni
- Oncological Pharmacy Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) 'Dino Amadori', Meldola (FC), Italy
| | - Emilio Francesco Giunta
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) 'Dino Amadori', Meldola (FC), Italy
| | - Daniela Montanari
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) 'Dino Amadori', Meldola (FC), Italy
| | - Carla Masini
- Oncological Pharmacy Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) 'Dino Amadori', Meldola (FC), Italy
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) 'Dino Amadori', Meldola (FC), Italy
| |
Collapse
|
14
|
Turjap M, Pelcová M, Gregorová J, Šmak P, Martin H, Štingl J, Peš O, Juřica J. Therapeutic Drug Monitoring of Pazopanib in Renal Cell Carcinoma and Soft Tissue Sarcoma: A Systematic Review. Ther Drug Monit 2024; 46:321-331. [PMID: 38723115 DOI: 10.1097/ftd.0000000000001206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 01/28/2024] [Indexed: 06/30/2024]
Abstract
BACKGROUND Pazopanib, an anti-angiogenic multitarget tyrosine kinase inhibitor, has been approved for the treatment of metastatic renal cell carcinoma and soft tissue sarcoma. However, its recommended dose does not always produce consistent outcomes, with some patients experiencing adverse effects or toxicity. This variability is due to differences in the systemic exposure to pazopanib. This review aimed to establish whether sufficient evidence exists for the routine or selective therapeutic drug monitoring of pazopanib in adult patients with approved indications. METHODS A systematic search of the PubMed and Web of Science databases using search terms related to pazopanib and therapeutic drug monitoring yielded 186 and 275 articles, respectively. Ten articles associated with treatment outcomes or toxicity due to drug exposure were selected for review. RESULTS The included studies were evaluated to determine the significance of the relationship between drug exposure/Ctrough and treatment outcomes and between drug exposure and toxicity. A relationship between exposure and treatment outcomes was observed in 5 studies, whereas the trend was nonsignificant in 4 studies. A relationship between exposure and toxicity was observed in 6 studies, whereas 2 studies did not find a significant relationship; significance was not reported in 3 studies. CONCLUSIONS Sufficient evidence supports the therapeutic drug monitoring of pazopanib in adult patients to improve its efficacy and/or safety in the approved indications.
Collapse
Affiliation(s)
- Miroslav Turjap
- Department of Clinical Pharmacy, University Hospital Ostrava, Ostrava, Czech Republic
| | - Marta Pelcová
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Jana Gregorová
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Pavel Šmak
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Hiroko Martin
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Štingl
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ondřej Peš
- Department of Biochemistry, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jan Juřica
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Masaryk Memorial Cancer Institute, Brno, Czech Republic; and
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Masaryk University, Brno, Czech Republic
| |
Collapse
|
15
|
Li X, Song Z, Yi Z, Qin J, Jiang D, Wang Z, Li H, Zhao R. Therapeutic drug monitoring guidelines in oncology: what do we know and how to move forward? Insights from a systematic review. Ther Adv Med Oncol 2024; 16:17588359241250130. [PMID: 38812991 PMCID: PMC11135096 DOI: 10.1177/17588359241250130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 04/09/2024] [Indexed: 05/31/2024] Open
Abstract
Background Compared with anti-infective drugs, immunosuppressants and other fields, the application of therapeutic drug monitoring (TDM) in oncology is somewhat limited. Objective We aimed to provide a comprehensive understanding of TDM guidelines for antineoplastic drugs and to promote the development of individualized drug therapy in oncology. Design This study type is a systematic review. Data sources and methods This study was performed and reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 statement. Databases including PubMed, Embase, the official websites of TDM-related associations and Chinese databases were comprehensively searched up to March 2023. Two investigators independently screened the literature and extracted data. The methodological and reporting quality was evaluated using the Appraisal of Guidelines for Research and Evaluation II (AGREE II) and the Reporting Items for Practice Guidelines in Healthcare (RIGHT), respectively. Recommendations and quality evaluation results were presented by visual plots. This study was registered in PROSPERO (No. CRD42022325661). Results A total of eight studies were included, with publication years ranging from 2014 to 2022. From the perspective of guideline development, two guidelines were developed using evidence-based methods. Among the included guidelines, four guidelines were for cytotoxic antineoplastic drugs, three for small molecule kinase inhibitors, and one for antineoplastic biosimilars. Currently available guidelines and clinical practice provided recommendations of individualized medication in oncology based on TDM, as well as influencing factors. With regard to methodological quality based on AGREE II, the average overall quality score was 55.21%. As for the reporting quality by RIGHT evaluation, the average reporting rate was 53.57%. Conclusion From the perspective of current guidelines, TDM in oncology is now being expanded from cytotoxic antineoplastic drugs to newer targeted treatments. Whereas, the types of antineoplastic drugs involved are still small, and there is still room for quality improvement. Furthermore, the reflected gaps warrant future studies into the exposure-response relationships and population pharmacokinetics models.
Collapse
Affiliation(s)
- Xinya Li
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Zaiwei Song
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Zhanmiao Yi
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Jiguang Qin
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Dan Jiang
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Zhitong Wang
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Huibo Li
- School of Pharmacy, Faculty of Medicine, Macau University of Science and Technology, Macau SAR, China
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Rongsheng Zhao
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| |
Collapse
|
16
|
Sterlé M, Puszkiel A, Burlot C, Pereira E, Bellesoeur A, De Percin S, Beinse G, Fumet JD, Favier L, Niogret J, Blanchet B, Royer B, Bengrine-Lefevre L, Schmitt A. Improving olaparib exposure to optimize adverse effects management. Ther Adv Med Oncol 2024; 16:17588359241248328. [PMID: 38665845 PMCID: PMC11044803 DOI: 10.1177/17588359241248328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 04/03/2024] [Indexed: 04/28/2024] Open
Abstract
Background Olaparib is an inhibitor of the human poly-(ADP-ribose)-polymerase enzymes (PARP1/2) needed to repair single-strand DNA breaks. It is used in breast, ovarian, prostate and pancreatic cancer. Objectives This work aimed to describe the pharmacokinetics/pharmacodynamics (PK/PD) relationship between olaparib plasma concentrations and common adverse effects (i.e. anaemia and hypercreatininaemia), in a real-life setting, to propose a target concentration for therapeutic drug monitoring. Methods Two PK/PD models describing the evolution of haemoglobinaemia and creatininaemia as a function of time were developed, based on data from, respectively, 38 and 37 patients receiving olaparib. The final model estimates were used to calculate the incidence of anaemia and creatinine increase according to plasma trough concentrations for 1000 virtual subjects to define target exposure. Results The final models correctly described the temporal evolution of haemoglobinaemia and creatininaemia for all patients. The haemoglobinaemia PK/PD model is inspired by Friberg's model, and the creatininaemia PK/PD model is an indirect response model. Model parameters were in agreement with physiological values and close to literature values for similar models. The mean (population) plasma haemoglobin concentration at treatment initiation, as estimated by the model, was 11.62 g/dL, while creatinine concentration was 71.91 µmol/L. Using simulations, we have identified a target trough concentration of 3500-4000 ng/mL, above which more than 20% of patients would report grade ≥3 anaemia. Conclusion Based on real-world data, we were able to properly describe the time course of haemoglobinaemia and plasma creatininaemia during olaparib treatment.
Collapse
Affiliation(s)
- Marylise Sterlé
- Pharmacy Department, Centre Georges-François Leclerc, Dijon, France
- INSERM U1231, University of Burgundy Franche-Comté, Dijon, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | - Alicja Puszkiel
- Biologie du Médicament – Toxicologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Paris, France
- Université Paris Cité, UMR-S1144, Paris, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | - Chloé Burlot
- Pharmacy Department, Centre Georges-François Leclerc, Dijon, France
- INSERM U1231, University of Burgundy Franche-Comté, Dijon, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | - Eva Pereira
- Biologie du Médicament – Toxicologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Audrey Bellesoeur
- Institut Curie, Département d’Oncologie Médicale, Paris, France
- Institut Curie, Département de Radio-Pharmacologie, Saint-Cloud, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | | | - Guillaume Beinse
- Oncology Department, Cochin Hospital (AP-HP), CARPEM, Paris, France
- Cordeliers Research Center, Paris-Sorbonne University, INSERM, Team Personalized Medicine, Pharmacogenomics and Therapeutic Optimization, Paris, France
| | - Jean-David Fumet
- Oncology Department, Centre Georges-François Leclerc, INSERM U1231, UFR des Sciences de Santé, Dijon, France
| | - Laure Favier
- Oncology Department, Centre Georges-François Leclerc, INSERM U1231, UFR des Sciences de Santé, Dijon, France
| | - Julie Niogret
- Oncology Department, Centre Georges-François Leclerc, INSERM U1231, UFR des Sciences de Santé, Dijon, France
| | - Benoit Blanchet
- Biologie du Médicament – Toxicologie, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, Paris, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | - Bernard Royer
- Pharmacology and Toxicology Laboratory, CHRU Besançon, Besançon, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, Paris, France
| | - Leïla Bengrine-Lefevre
- Oncology Department, Centre Georges-François Leclerc, INSERM U1231, UFR des Sciences de Santé, Dijon, France
| | - Antonin Schmitt
- Pharmacy Department, Centre Georges-François Leclerc, 1 rue Pr Marion, Dijon 21079, France
- INSERM U1231, University of Burgundy Franche-Comté, Dijon, France
- Groupe de Pharmacologie Clinique Oncologique GPCO, France
| |
Collapse
|
17
|
Kato M, Maruyama S, Watanabe N, Yamada R, Suzaki Y, Ishida M, Kanno H. Preliminary Investigation of a Rapid and Feasible Therapeutic Drug Monitoring Method for the Real-Time Estimation of Blood Pazopanib Concentrations. AAPS J 2024; 26:48. [PMID: 38622446 DOI: 10.1208/s12248-024-00918-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 03/25/2024] [Indexed: 04/17/2024] Open
Abstract
Pazopanib is a multi-kinase inhibitor used to treat advanced/metastatic renal cell carcinoma and advanced soft tissue tumors; however, side effects such as diarrhea and hypertension have been reported, and dosage adjustment based on drug concentration in the blood is necessary. However, measuring pazopanib concentrations in blood using the existing methods is time-consuming; and current dosage adjustments are made using the results of blood samples taken at the patient's previous hospital visit (approximately a month prior). If the concentration of pazopanib could be measured during the waiting period for a doctor's examination at the hospital (in approximately 30 min), the dosage could be adjusted according to the patient's condition on that day. Therefore, we aimed to develop a method for rapidly measuring blood pazopanib concentrations (in approximately 25 min) using common analytical devices (a tabletop centrifuge and a spectrometer). This method allowed for pazopanib quantification in the therapeutic concentration range (25-50 μg/mL). Additionally, eight popular concomitant medications taken simultaneously with pazopanib did not interfere with the measurements. We used the developed method to measure blood concentration in two patients and obtained similar results to those measured using the previously reported HPLC method. By integrating it with the point of care and sample collection by finger pick, this method can be used for measurements in pharmacies and patients' homes. This method can maximize the therapeutic effects of pazopanib by dose adjustment to control adverse events.
Collapse
Affiliation(s)
- Masaru Kato
- Department of Bioanalytical Chemistry, Showa University Graduate School of Pharmacy, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan.
| | - Shinichi Maruyama
- Department of Bioanalytical Chemistry, Showa University Graduate School of Pharmacy, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan
- Department of Pharmacy, Saiseikai Yokohamashi Tobu Hospital, 3-6-1 Shimosueyoshi Tsurumi-ku, Yokohama, Kanagawa, 230-8765, Japan
| | - Noriko Watanabe
- Department of Bioanalytical Chemistry, Showa University Graduate School of Pharmacy, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan
| | - Risa Yamada
- Department of Bioanalytical Chemistry, School of Pharmacy, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan
| | - Yuki Suzaki
- Department of Bioanalytical Chemistry, School of Pharmacy, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555, Japan
| | - Masaru Ishida
- Department of Urology, Saiseikai Yokohamashi Tobu Hospital, 3-6-1 Shimosueyoshi Tsurumi-ku, Yokohama, Kanagawa, 230-8765, Japan
| | - Hiroshi Kanno
- Department of Pharmacy, Saiseikai Yokohamashi Tobu Hospital, 3-6-1 Shimosueyoshi Tsurumi-ku, Yokohama, Kanagawa, 230-8765, Japan
| |
Collapse
|
18
|
Zhao J, Yan D, Li Y, Xu X, Li F, Zhang S, Jin J, Qiu F. Simultaneous determination of 11 oral targeted antineoplastic drugs and 2 active metabolites by LC-MS/MS in human plasma and its application to therapeutic drug monitoring in cancer patients. J Chromatogr B Analyt Technol Biomed Life Sci 2024; 1237:124100. [PMID: 38547701 DOI: 10.1016/j.jchromb.2024.124100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 03/11/2024] [Accepted: 03/17/2024] [Indexed: 04/13/2024]
Abstract
Interindividual exposure differences have been identified in oral targeted antineoplastic drugs (OADs) owing to the pharmacogenetic background of the patients and their susceptibility to multiple factors, resulting in insufficient efficacy or adverse effects. Therapeutic drug monitoring (TDM) can prevent sub-optimal concentrations of OADs and improve their clinical treatment. This study aimed to develop and validate an LC-MS/MS method for the simultaneous quantification of 11 OADs (gefitinib, imatinib, lenvatinib, regorafenib, everolimus, osimertinib, sunitinib, tamoxifen, lapatinib, fruquintinib and sorafenib) and 2 active metabolites (N-desethyl sunitinib and Z-endoxifen) in human plasma. Protein precipitation was used to extract OADs from the plasma samples. Chromatographic separation was performed using an Eclipse XDB-C18 (4.6 × 150 mm, 5 μm) column with a gradient elution of the mobile phase composed of 2 mM ammonium acetate with 0.1 % formic acid in water (solvent A) and methanol (solvent B) at a flow rate of 0.8 mL/min. Mass analysis was performed using positive ion mode electrospray ionization in multiple-reaction monitoring mode. The developed method was validated following FDA bioanalytical guidelines. The calibration curves were linear over the range of 2-400 ng/mL for gefitinib, imatinib, lenvatinib, regorafenib, and everolimus; 1-200 ng/mL for osimertinib, sunitinib, N-desethyl sunitinib, tamoxifen, and Z-endoxifen; and 5-1000 ng/mL for lapatinib, fruquintinib, and sorafenib, with all coefficients of correlation above 0.99. The intra- and inter-day imprecision was below 12.81 %. This method was successfully applied to the routine TDM of gefitinib, lenvatinib, regorafenib, osimertinib, fruquintinib, and sorafenib to optimize the dosage regimens.
Collapse
Affiliation(s)
- Jing Zhao
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Dongming Yan
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Yue Li
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Xiaoqing Xu
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Fengling Li
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Shuang Zhang
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China
| | - Jingyi Jin
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China.
| | - Furong Qiu
- Laboratory of Clinical Pharmacokinetics, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201213, China.
| |
Collapse
|
19
|
Blanchet B, Xu-Vuilard A, Jouinot A, Puisset F, Combarel D, Huillard O, Le Louedec F, Thomas F, Teixeira M, Flippot R, Mourey L, Albiges L, Pudlarz T, Joly C, Tournigand C, Chauvin J, Puszkiel A, Chatelut E, Decleves X, Vidal M, Goldwasser F, Oudard S, Medioni J, Vano YA. Exposure-response relationship of cabozantinib in patients with metastatic renal cell carcinoma treated in routine care. Br J Cancer 2024; 130:961-969. [PMID: 38272963 PMCID: PMC10950854 DOI: 10.1038/s41416-024-02585-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/08/2024] [Accepted: 01/12/2024] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Interindividual pharmacokinetic variability may influence the clinical benefit or toxicity of cabozantinib in metastatic renal cell carcinoma (mRCC). We aimed to investigate the exposure-toxicity and exposure-response relationship of cabozantinib in unselected mRCC patients treated in routine care. METHODS This ambispective multicenter study enrolled consecutive patients receiving cabozantinib in monotherapy. Steady-state trough concentration (Cmin,ss) within the first 3 months after treatment initiation was used for the PK/PD analysis with dose-limiting toxicity (DLT) and survival outcomes. Logistic regression and Cox proportional-hazards models were used to identify the risk factors of DLT and inefficacy in patients, respectively. RESULTS Seventy-eight mRCC patients were eligible for the statistical analysis. Fifty-two patients (67%) experienced DLT with a median onset of 2.1 months (95%CI 0.7-8.2). In multivariate analysis, Cmin,ss was identified as an independent risk factor of DLT (OR 1.46, 95%CI [1.04-2.04]; p = 0.029). PFS and OS were not statistically associated with the starting dose (p = 0.81 and p = 0.98, respectively). In the multivariate analysis of PFS, Cmin, ss > 336 ng/mL resulted in a hazard ratio of 0.28 (95%CI, 0.10-0.77, p = 0.014). By contrast, Cmin, ss > 336 ng/mL was not statistically associated with longer OS. CONCLUSION Early plasma drug monitoring may be useful to optimise cabozantinib treatment in mRCC patients treated in monotherapy, especially in frail patients starting at a lower than standard dose.
Collapse
Affiliation(s)
- Benoit Blanchet
- Université de Paris, CNRS, INSERM, CiTCoM, U1268, F-75006, Paris, France.
- Biologie du Médicament - Toxicologie, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France.
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France.
| | - Alexandre Xu-Vuilard
- Department of Medical Oncology, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Georges Pompidou, Paris, France
| | - Anne Jouinot
- Department of Medical Oncology, ARIANE, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
- Université Paris Cité, Institut Cochin, Inserm U1016, CNRS UMR8104, Paris, France
| | - Florent Puisset
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Oncopole Claudius-Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 31059, Toulouse, France
| | - David Combarel
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Department of Medical Biology and Pathology, Gustave Roussy, Villejuif, France
- Faculté de pharmacie, Université Paris Saclay, Orsay, France
- Medical School, University of Paris XI, Saclay, France
| | - Olivier Huillard
- Department of Medical Oncology, ARIANE, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Félicien Le Louedec
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Oncopole Claudius-Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 31059, Toulouse, France
| | - Fabienne Thomas
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Oncopole Claudius-Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 31059, Toulouse, France
- CRCT, Cancer Research Center of Toulouse, Inserm U1037, Université Paul Sabatier, 31037, Toulouse, France
| | - Marcus Teixeira
- Department of Oncological Medicine, Gustave Roussy, Villejuif, France
- Medical School, University of Paris XI Saclay, Saclay, France
| | - Ronan Flippot
- Department of Oncological Medicine, Gustave Roussy, Villejuif, France
- Medical School, University of Paris XI Saclay, Saclay, France
- Laboratoire d'immunomonitoring en oncologie, CNRS3655 & INSERM US23, Université Paris Saclay, Paris, France
| | - Loic Mourey
- Oncopole Claudius-Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 31059, Toulouse, France
| | - Laurence Albiges
- Department of Oncological Medicine, Gustave Roussy, Villejuif, France
- Medical School, University of Paris XI Saclay, Saclay, France
| | - Thomas Pudlarz
- Department of Medical Oncology, Assistance Publique Hôpitaux de Paris, Hôpital Saint Antoine, Paris, France
| | - Charlotte Joly
- Department of Medical Oncology, Assistance Publique Hôpitaux de Paris, Hôpital Henri Mondor, Université de Paris Est, Créteil, France
| | - Christophe Tournigand
- Department of Medical Oncology, Assistance Publique Hôpitaux de Paris, Hôpital Henri Mondor, Université de Paris Est, Créteil, France
| | | | - Alicja Puszkiel
- Biologie du Médicament - Toxicologie, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Université Paris Cité, Inserm, UMR-S1144, Paris, France
| | - Etienne Chatelut
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Oncopole Claudius-Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 31059, Toulouse, France
- CRCT, Cancer Research Center of Toulouse, Inserm U1037, Université Paul Sabatier, 31037, Toulouse, France
| | - Xavier Decleves
- Biologie du Médicament - Toxicologie, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
- Groupe de Pharmacologie Clinique Oncologique GPCO-Unicancer, Paris, France
- Université Paris Cité, Inserm, UMR-S1144, Paris, France
| | - Michel Vidal
- Université de Paris, CNRS, INSERM, CiTCoM, U1268, F-75006, Paris, France
- Biologie du Médicament - Toxicologie, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - François Goldwasser
- Department of Medical Oncology, ARIANE, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Cochin, Paris, France
| | - Stéphane Oudard
- Department of Medical Oncology, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Georges Pompidou, Paris, France
- Université de Paris Cité, INSERM U970, PARCC, Paris, France
| | - Jacques Medioni
- Department of Medical Oncology, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Georges Pompidou, Paris, France
| | - Yann-Alexandre Vano
- Department of Medical Oncology, Institut du Cancer Paris CARPEM, Assistance Publique Hôpitaux de Paris, Hôpital Georges Pompidou, Paris, France
- Université de Paris Cité, UMR_S1138-INSERM, Paris, France
| |
Collapse
|
20
|
Mlinarić Z, Turković L, Sertić M. Dispersive liquid-liquid microextraction followed by sweeping micellar electrokinetic chromatography-tandem mass spectrometry for determination of six breast cancer drugs in human plasma. J Chromatogr A 2024; 1718:464698. [PMID: 38354504 DOI: 10.1016/j.chroma.2024.464698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 02/16/2024]
Abstract
Herein, we have developed a novel method of aqueous-sample dispersive liquid-liquid microextraction (AqS-DLLME) followed by sweeping micellar electrokinetic chromatography-tandem mass spectrometry (MEKC-MS/MS) for simultaneous determination of breast cancer drugs letrozole, anastrozole, palbociclib, ribociclib, abemaciclib, and fulvestrant in human plasma. Coupling of MEKC to MS was possible due to the use of ammonium perfluorooctanoate (APFO) as a volatile surfactant. The MEKC and MS conditions were optimized to achieve a fast, sensitive, selective, and green analysis enabling full separation of the analytes within 16 min. Electrophoretic buffer was 125 mM APFO at apparent pH 10.5 in 32 % MeOH, while sheath liquid was 70 % MeOH with 0.2 % formic acid, delivered at 10 µL/min. Excellent extraction recoveries from plasma ranging from 89.4 to 104.9 % were obtained with a combination of protein precipitation and DLLME. The developed method was validated according to the ICH guidelines. Remarkable selectivity, accuracy (bias < 6.7 %), precision (RSD < 15.8 %), and stability (bias < 10.4 %) with insignificant matrix effect (RSD < 14.0 %) and no carry-over were obtained over a wide range of concentrations. Linearity with inter-day slope RSD lower than 8.7 % was demonstrated. With this method, very low concentrations could be detected after the injection of only 68.7 nL of the sample. The method was applied to plasma samples from six women currently receiving breast cancer treatment. Determined concentrations of the drugs of interest agreed with concentrations found in clinical studies, thus proving the suitability of the developed method for therapeutic drug monitoring as a superior alternative to published LC-MS methods.
Collapse
Affiliation(s)
- Zvonimir Mlinarić
- University of Zagreb Faculty of Pharmacy and Biochemistry, Department of Pharmaceutical Analysis, 10000 Zagreb, Croatia
| | - Lu Turković
- University of Zagreb Faculty of Pharmacy and Biochemistry, Department of Pharmaceutical Analysis, 10000 Zagreb, Croatia
| | - Miranda Sertić
- University of Zagreb Faculty of Pharmacy and Biochemistry, Department of Pharmaceutical Analysis, 10000 Zagreb, Croatia.
| |
Collapse
|
21
|
Henriksen JN, Andersen CU, Fristrup N. Therapeutic Drug Monitoring for Tyrosine Kinase Inhibitors in Metastatic Renal Cell Carcinoma. Clin Genitourin Cancer 2024; 22:102064. [PMID: 38555681 DOI: 10.1016/j.clgc.2024.102064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 04/02/2024]
Abstract
Inter-individual variability in drug response pose significant challenges to treatment with tyrosine kinase inhibitors (TKIs) in patients with metastatic renal cell carcinoma (mRCC). TKIs meet traditional criteria for using therapeutic drug monitoring (TDM), but research is still limited. Understanding the role of TDM in individualizing treatment strategies could help optimize treatment. Here we review the state of knowledge of TDM for TKIs in mRCC treatment. A comprehensive literature review of original research studies focusing on TDM of TKIs in mRCC treatment, clinical in vivo studies reporting on pharmacokinetics-pharmacodynamics, therapeutic ranges, drug concentrations, dose adjustments, clinical outcomes, or other relevant aspects related to TDM. We reviewed studies involving human subjects published in peer-reviewed journals. A narrative synthesis approach was employed to summarize the findings. Key themes and trends related to TDM of TKIs in mRCC treatment were identified and synthesized to provide a comprehensive overview of the current state of knowledge. Our search yielded 25 articles. Most were observational. The most consistently reported association between plasma concentration and effect was pazopanib Ctrough >20 µg/mL, but this concentration was not significant across all studies. We found inconsistent evidence for sunitinib and cabozantinib. For axitinib, we found a clear exposure-response relationship, but research was too diverse to conclude on a therapeutic window to use for TDM. We found much heterogeneity between recommended time of measurement (minimum plasma concentration [Cmin], maximal plasma concentration [Cmax], area under the curve [AUC]) and large variation in plasma concentration associated with clinical outcomes, which makes it difficult to recommend specific concentration intervals based on 1 or more of these measurements. Results were more consistent with TKIs continuously administered. Further research is needed to elucidate the long-term impact of TDM to possibly establish standardized therapeutic intervals. Prospective studies are suggested. The application of TDM in TKI-combination therapy is warranted in future research.
Collapse
Affiliation(s)
- Jakob N Henriksen
- Department of Clinical Pharmacology, Aarhus University Hospital, Aarhus N, Denmark; Department of Oncology, Aarhus University Hospital, Aarhus N, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark.
| | - Charlotte U Andersen
- Department of Clinical Pharmacology, Aarhus University Hospital, Aarhus N, Denmark; Department of Forensic Medicine, Aarhus University Hospital, Aarhus N, Denmark
| | - Niels Fristrup
- Department of Oncology, Aarhus University Hospital, Aarhus N, Denmark
| |
Collapse
|
22
|
Philippe M, Guitton J, Goutelle S, Thoma Y, Favier B, Chtiba N, Michallet M, Belhabri A. Pharmacokinetic Consideration of Venetoclax in Acute Myeloid Leukemia Patients: A Potential Candidate for TDM? A Short Communication. Ther Drug Monit 2024; 46:127-131. [PMID: 37941111 DOI: 10.1097/ftd.0000000000001151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 06/05/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Venetoclax (VNX)-based regimens have demonstrated significantly favorable outcomes in patients with acute myeloid leukemia (AML) and are now becoming the standard treatment. Tyrosine kinase inhibitors are administered at a fixed dose, irrespective of body surface area or weight. For such orally targeted therapies, real-world data have highlighted a larger pharmacokinetic (PK) interindividual variability (IIV) than expected. Even if VNX PKs have been well characterized and described in the literature, only 1 clinical trial-based PK study has been conducted in patients with AML. This study aimed to evaluate the PK of VNX in AML patients. MATERIAL AND METHODS We retrospectively analyzed all patients treated with a combination of VNX-azacitidine between January and July 2022 at our center, using at least 1 available VNX blood sample. Based on a previously published population PK model, individual PK parameters were estimated to evaluate the exposure and IIV. RESULTS and Discussion. Twenty patients received VNX in combination with azacitidine, according to the PK data. A total of 93 plasma concentrations were collected. The dose of VNX was 400 mg, except in 7 patients who received concomitant posaconazole (VNX 70 mg). The patients' weight ranged from 49 kg to 108 kg (mean = 78 kg). Mean individual clearance was 13.5 ± 9.4 L/h with mean individual daily area under the concentration-time curves of 35.8 mg.h/L with significant IIV (coefficient of variation = 41.1%). Ten patients were still alive (8 in complete response), but all experienced at least 1 hematological toxicity of grade ≥ 3. CONCLUSIONS Based on the observed large PK variability in the data from our real-world AML patients, the risk of drug interactions and the recommended fixed-dosage regimen of VNX therapeutic drug monitoring may be useful.
Collapse
Affiliation(s)
| | - Jérôme Guitton
- Biochemistry and Pharmacology-Toxicology Laboratory, Lyon Sud Hospital, Pierre Benite, France
- ISPB, Faculté de Pharmacie de Lyon, Université Lyon 1, Lyon, France
| | - Sylvain Goutelle
- ISPB, Faculté de Pharmacie de Lyon, Université Lyon 1, Lyon, France
- Hospices Civils de Lyon, Groupement Hospitalier Nord, Service de Pharmacie, Lyon, France
- UMR CNRS 5558, Laboratoire de Biométrie et Biologie Evolutive, Université Lyon 1, Villeurbanne, France
| | - Yann Thoma
- School of Engineering and Management Vaud (HEIG-VD), HES-SO University of Applied Sciences and Arts Western Switzerland, Yverdon-les-Bains, Switzerland
| | | | - Nour Chtiba
- Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia; and
| | | | | |
Collapse
|
23
|
Kehl N, Gessner A, Maas R, Fromm MF, Taudte RV. A supervised machine-learning approach for the efficient development of a multi method (LC-MS) for a large number of drugs and subsets thereof: focus on oral antitumor agents. Clin Chem Lab Med 2024; 62:293-302. [PMID: 37606251 DOI: 10.1515/cclm-2023-0468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 07/31/2023] [Indexed: 08/23/2023]
Abstract
OBJECTIVES Accumulating evidence argues for a more widespread use of therapeutic drug monitoring (TDM) to support individualized medicine, especially for therapies where toxicity and efficacy are critical issues, such as in oncology. However, development of TDM assays struggles to keep pace with the rapid introduction of new drugs. Therefore, novel approaches for faster assay development are needed that also allow effortless inclusion of newly approved drugs as well as customization to smaller subsets if scientific or clinical situations require. METHODS We applied and evaluated two machine-learning approaches i.e., a regression-based approach and an artificial neural network (ANN) to retention time (RT) prediction for efficient development of a liquid chromatography mass spectrometry (LC-MS) method quantifying 73 oral antitumor drugs (OADs) and five active metabolites. Individual steps included training, evaluation, comparison, and application of the superior approach to RT prediction, followed by stipulation of the optimal gradient. RESULTS Both approaches showed excellent results for RT prediction (mean difference ± standard deviation: 2.08 % ± 9.44 % ANN; 1.78 % ± 1.93 % regression-based approach). Using the regression-based approach, the optimum gradient (4.91 % MeOH/min) was predicted with a total run time of 17.92 min. The associated method was fully validated following FDA and EMA guidelines. Exemplary modification and application of the regression-based approach to a subset of 14 uro-oncological agents resulted in a considerably shortened run time of 9.29 min. CONCLUSIONS Using a regression-based approach, a multi drug LC-MS assay for RT prediction was efficiently developed, which can be easily expanded to newly approved OADs and customized to smaller subsets if required.
Collapse
Affiliation(s)
- Niklas Kehl
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Arne Gessner
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Renke Maas
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- FAU NeW - Research Center for New Bioactive Compounds, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Martin F Fromm
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- FAU NeW - Research Center for New Bioactive Compounds, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - R Verena Taudte
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Core Facility for Metabolomics, Department of Medicine, Philipps-Universität Marburg, 35043 Marburg, Germany
| |
Collapse
|
24
|
Otsuki A, Kumondai M, Kobayashi D, Kikuchi M, Ueki Y, Sato Y, Hayashi N, Yagi A, Onishi Y, Onodera K, Ichikawa S, Fukuhara N, Yokoyama H, Maekawa M, Mano N. Plasma Venetoclax Concentrations in Patients with Acute Myeloid Leukemia Treated with CYP3A4 Inhibitors. YAKUGAKU ZASSHI 2024; 144:775-779. [PMID: 38945852 DOI: 10.1248/yakushi.24-00018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Venetoclax (VEN) is used in patients with acute myeloid leukemia (AML) and is primarily metabolized by CYP3A4, a major drug-metabolizing enzyme. Patients with AML simultaneously administered VEN and CYP3A4 inhibitors require a more appropriate management of drug-drug interactions (DDIs). Here, we report two cases of patients with AML (54-year-old man and 22-year-old woman) administrated VEN and CYP3A4 inhibitors, such as posaconazole, cyclosporine, or danazol. In the first case, we evaluated the appropriateness of timing for adjusting VEN dosage subsequent to the cessation of posaconazole. Consequently, modifying the VEN dosage in conjunction with the cessation of Posaconazole simultaneously may result in elevated plasma VEN levels. In the second case, plasma VEN concentrations were markedly elevated when co-administered with several CYP3A4 inhibitors. Additionally, in vitro assays were conducted for reverse translational studies to analyze CYP3A4 inhibition. CYP3A4 inhibition by combinatorial administration of cyclosporine A and danazol was demonstrated in vitro, which potentially explains the increasing plasma VEN concentrations observed in clinical settings. Although the acquisition of therapeutic effects is a major priority for patients, frequent therapeutic drug monitoring and dosage adjustments considering DDIs would be important factors in chemotherapy.
Collapse
Affiliation(s)
- Ayaka Otsuki
- Department of Pharmaceutical Sciences, Tohoku University Hospital
| | - Masaki Kumondai
- Department of Pharmaceutical Sciences, Tohoku University Hospital
| | | | - Masafumi Kikuchi
- Department of Pharmaceutical Sciences, Tohoku University Hospital
- Faculty of Pharmaceutical Sciences, Tohoku University
- Laboratory of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Tohoku University
| | - Yugo Ueki
- Department of Pharmaceutical Sciences, Tohoku University Hospital
| | - Yuji Sato
- Department of Pharmaceutical Sciences, Tohoku University Hospital
| | | | - Ayaka Yagi
- Laboratory of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Tohoku University
| | | | | | | | | | | | - Masamitsu Maekawa
- Department of Pharmaceutical Sciences, Tohoku University Hospital
- Faculty of Pharmaceutical Sciences, Tohoku University
- Laboratory of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Tohoku University
| | - Nariyasu Mano
- Department of Pharmaceutical Sciences, Tohoku University Hospital
- Faculty of Pharmaceutical Sciences, Tohoku University
- Laboratory of Clinical Pharmacy, Graduate School of Pharmaceutical Sciences, Tohoku University
| |
Collapse
|
25
|
Zhao Z, Pu Q, Sun T, Huang Q, Tong L, Fan T, Kang J, Chen Y, Zhang Y. Determination of Pralsetinib in Human Plasma and Cerebrospinal Fluid for Therapeutic Drug Monitoring by Ultra-performance Liquid Chromatography-Tandem Mass Spectrometry (UPLC-MS/MS). Anticancer Agents Med Chem 2024; 24:867-877. [PMID: 38584556 DOI: 10.2174/0118715206290110240326071909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/29/2024] [Accepted: 03/11/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Ultra-performance Liquid Chromatography-tandem Mass Spectrometry (UPLC-MS/MS) is widely used for concentration detection of many Tyrosine Kinase Inhibitors (TKIs), including afatinib, crizotinib, and osimertinib. In order to analyze whether pralsetinib takes effect in Rearranged during Transfection (RET)-positive patients with central nervous system metastasis, we aimed to develop a method for the detection of pralsetinib concentrations in human plasma and Cerebrospinal Fluid (CSF) by UPLC-MS/MS. METHODS The method was developed using the external standard method, and method validation included precision, accuracy, stability, extraction recovery, and matrix effect. Working solutions were all obtained based on stock solutions of pralsetinib of 1mg/mL. The plasma/CSF samples were precipitated by acetonitrile for protein precipitation and then separated on an ACQUITY UPLC HSS T3 column (2.1×100 mm, 1.8 μm) with a gradient elution using 0.1% formic acid (solution A) and acetonitrile (solution B) as mobile phases at a flow rate of 0.4 mL/min. The tandem mass spectrometry was performed by a triple quadrupole linear ion trap mass spectrometry system (QTRAPTM 6500+) with an electrospray ion (ESI) source and Analyst 1.7.2 data acquisition system. Data were collected in Multiple Reaction Monitoring (MRM) and positive ionization mode. RESULTS A good linear relationship of pralsetinib in both plasma and CSF was successfully established, and the calibration ranges were found to be 1.0-64.0 μg/mL and 50.0ng/mL-12.8 μg/mL for pralsetinib in the plasma and CSF, respectively. Validation was performed, including calibration assessment, selectivity, precision, accuracy, matrix effect, extraction recovery, and stability, and all results have been found to be acceptable. The method has been successfully applied to pralsetinib concentration detection in a clinical sample, and the concentrations have been found to be 475 ng/mL and 61.55 μg/mL in the CSF and plasma, respectively. CONCLUSION We have developed a quick and effective method for concentration detection in both plasma and CSF, and it can be applied for drug monitoring in clinical practice. The method can also provide a reference for further optimization.
Collapse
Affiliation(s)
- Zichen Zhao
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qianlun Pu
- Advanced Mass Spectrometry Center, Research Core Facility, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Tonglin Sun
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qian Huang
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Liping Tong
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ting Fan
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jingyue Kang
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuhong Chen
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yan Zhang
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Division of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| |
Collapse
|
26
|
Li Q, Tang T, Zhang M, Li L, Chen W. An Optimized LC-MS/MS Method for Quantification of Sunitinib and N -Desethyl Sunitinib in Human Plasma and Its Application for Therapeutic Drug Monitoring. Ther Drug Monit 2023; 45:817-822. [PMID: 37074815 DOI: 10.1097/ftd.0000000000001097] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 03/04/2023] [Indexed: 04/20/2023]
Abstract
BACKGROUND Sunitinib (SUN) malate is an oral, multitargeted, tyrosine kinase inhibitor approved for the treatment of metastatic renal cell carcinoma, imatinib-resistant or imatinib-intolerant gastrointestinal stromal tumors, and pancreatic neuroendocrine tumors. SUN has a narrow therapeutic window and high variability in interpatient pharmacokinetic parameters. Clinical detection methods for SUN and N -desethyl SUN limit the application of SUN to therapeutic drug monitoring. All published methods for quantifying SUN in human plasma require strict light protection to avoid light-induced isomerism or the use of additional quantitative software. To avoid these difficult processes in clinical routines, the authors propose a novel method that merges the peaks of the E -isomer and Z -isomer of SUN or N -desethyl SUN into a single peak. METHODS The E -isomer and Z -isomer peaks of SUN or N -desethyl SUN were merged into a single peak by optimizing the mobile phases to decrease the resolution of the isomers. A suitable chromatographic column was selected to obtain a good peak shape. Thereafter, the conventional and single-peak methods (SPM) were simultaneously validated and compared according to the guidelines published by the Food and Drug Administration in 2018 and the Chinese Pharmacopoeia in 2020. RESULTS The verification results showed that the SPM was superior to the conventional method in the matrix effect and met the requirements for biological sample analysis. SPM was then applied to detect the total steady-state concentration of SUN and N -desethyl SUN in tumor patients who received SUN malate. CONCLUSIONS The established SPM makes the detection of SUN and N -desethyl SUN easier and faster without light protection or extra quantitative software, making it more appropriate for routine clinical use. The clinical application results showed that 12 patients took 37.5 mg per day, with a median total trough steady-state concentration of 75.0 ng/mL.
Collapse
Affiliation(s)
- Qiaoqiao Li
- Department of Pharmacy, Chongqing University Cancer Hospital, Chongqing, China
| | | | | | | | | |
Collapse
|
27
|
Gagno S, Fratte CD, Posocco B, Buonadonna A, Fumagalli A, Guardascione M, Toffoli G, Cecchin E. Therapeutic drug monitoring and pharmacogenetics to tune imatinib exposure in gastrointestinal stromal tumor patients: hurdles and perspectives for clinical implementation. Pharmacogenomics 2023; 24:895-900. [PMID: 37955064 DOI: 10.2217/pgs-2023-0198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2023] Open
Abstract
Tweetable abstract Present evidence supports the use of intensified pharmacologic monitoring of #imatinib including #TherapeuticDrugMonitoring and #PGx to improve outcomes in patients with GI stromal tumor. Future studies need to address emerging questions to facilitate implementation in clinics.
Collapse
Affiliation(s)
- Sara Gagno
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Chiara Dalle Fratte
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Bianca Posocco
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Angela Buonadonna
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Arianna Fumagalli
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Michela Guardascione
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS-Aviano, Aviano, 33081, Italy
| |
Collapse
|
28
|
Lv X, Ren W, Ran S, Zhao Y, Zhang J, Chen J, Zhang N. Trends and prescribing patterns of oral anti-neoplastic drugs: a retrospective longitudinal study. Front Public Health 2023; 11:1294126. [PMID: 38074729 PMCID: PMC10701268 DOI: 10.3389/fpubh.2023.1294126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/07/2023] [Indexed: 12/18/2023] Open
Abstract
Background Cancer as a global public health problem, imposes a heavy disease burden. With the rapid development of oral anti-neoplastic drugs, there has been a paradigm shift in the treatment of cancer from intravenous to oral administration. Objective This study was conducted to investigate the trends and prescribing patterns of oral anti-neoplastic drugs in an academic tertiary hospital in China. Methods A single-center and retrospective analysis was performed based on the prescriptions of outpatients treated with oral anti-neoplastic drugs from 2017 to 2022. Yearly prescriptions and expenditure were calculated according to their pharmacological classes, and trends were further analyzed. Defined daily doses (DDDs) and defined daily cost (DDC) of oral targeted anti-neoplastic drugs were also determined. Results Both the number of prescriptions and expenditure of oral anti-neoplastic drugs increased progressively. There was a significant upward trend in the number and proportion of prescriptions for the older adult group, male group, and patients with gynecologic/genitourinary and respiratory cancer. Hormonal therapy agents accounted for the highest proportion of prescriptions, and letrozole was initially the most frequently prescribed drug. The number of DDDs of total oral targeted anti-neoplastic drugs showed a continuously ascending trend, primarily driven by the usage of epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) and BCR-ABL TKIs. Conclusion The prescriptions and expenditure of oral anti-neoplastic drugs, and the number of DDDs of oral targeted anti-neoplastic drugs all showed a progressively ascending trend. Further studies are needed to evaluate the long-term health and financial outcomes, and the factors influencing these prescribing patterns.
Collapse
Affiliation(s)
- Xiaoqun Lv
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Weifang Ren
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Shan Ran
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Yuhan Zhao
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Jihong Zhang
- Research Center for Clinical Medicine, Jinshan Hospital, Fudan University, Shanghai, China
| | - Jun Chen
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Ning Zhang
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| |
Collapse
|
29
|
Turković L, Mutavdžić Pavlović D, Mlinarić Z, Skenderović A, Silovski T, Sertić M. Optimisation of Solid-Phase Extraction and LC-MS/MS Analysis of Six Breast Cancer Drugs in Patient Plasma Samples. Pharmaceuticals (Basel) 2023; 16:1445. [PMID: 37895916 PMCID: PMC10610126 DOI: 10.3390/ph16101445] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/07/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
In the development of bioanalytical LC-MS methods for the determination of drugs in plasma samples in a clinical setting, adequate sample preparation is of utmost importance. The main goals are to achieve the selective extraction of the analytes of interest and attain thorough matrix removal while retaining acceptable ecological properties, cost-effectiveness, and high throughput. Solid-phase extraction (SPE) offers a versatile range of options, from the selection of an appropriate sorbent to the optimisation of the washing and elution conditions. In this work, the first SPE method for the simultaneous extraction of six anticancer drugs used in novel therapeutic combinations for advanced breast cancer treatment-palbociclib, ribociclib, abemaciclib, anastrozole, letrozole, and fulvestrant-was developed. The following sorbent chemistries were tested: octylsilyl (C8), octadecylsilyl (C18), hydrophilic-lipophilic balance (HLB), mixed-mode cation-exchange (MCX and X-C), and mixed-mode weak cation-exchange (WCX), with different corresponding elution solvents. The samples were analysed using LC-MS/MS, with a phenyl column (150 × 4.6 mm, 2.5 μm). The best extraction recoveries (≥92.3%) of all analytes were obtained with the C8 phase, using methanol as the elution solvent. The optimised method was validated in the clinically relevant ranges, showing adequate precision (inter-day RSD ≤ 14.3%) and accuracy (inter-day bias -12.7-13.5%). Finally, its applicability was successfully proven by the analysis of samples from breast cancer patients.
Collapse
Affiliation(s)
- Lu Turković
- Department of Pharmaceutical Analysis, Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovacica 1, 10000 Zagreb, Croatia (Z.M.)
| | - Dragana Mutavdžić Pavlović
- Department of Analytical Chemistry, Faculty of Chemical Engineering and Technology, University of Zagreb, Marulicev trg 20, 10000 Zagreb, Croatia;
| | - Zvonimir Mlinarić
- Department of Pharmaceutical Analysis, Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovacica 1, 10000 Zagreb, Croatia (Z.M.)
| | - Anamarija Skenderović
- GxR&D Analytics Zagreb, Global R&D, Teva Pharmaceuticals, Prilaz Baruna Filipovica 25, 10000 Zagreb, Croatia;
| | - Tajana Silovski
- Department of Oncology, University Hospital Centre Zagreb, Kispaticeva 12, 10000 Zagreb, Croatia;
- School of Medicine, University of Zagreb, Salata 3, 10000 Zagreb, Croatia
| | - Miranda Sertić
- Department of Pharmaceutical Analysis, Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovacica 1, 10000 Zagreb, Croatia (Z.M.)
| |
Collapse
|
30
|
van der Kleij MBA, Guchelaar NAD, Mathijssen RHJ, Versluis J, Huitema ADR, Koolen SLW, Steeghs N. Therapeutic Drug Monitoring of Kinase Inhibitors in Oncology. Clin Pharmacokinet 2023; 62:1333-1364. [PMID: 37584840 PMCID: PMC10519871 DOI: 10.1007/s40262-023-01293-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2023] [Indexed: 08/17/2023]
Abstract
Although kinase inhibitors (KI) frequently portray large interpatient variability, a 'one size fits all' regimen is still often used. In the meantime, relationships between exposure-response and exposure-toxicity have been established for several KIs, so this regimen could lead to unnecessary toxicity and suboptimal efficacy. Dose adjustments based on measured systemic pharmacokinetic levels-i.e., therapeutic drug monitoring (TDM)-could therefore improve treatment efficacy and reduce the incidence of toxicities. Therefore, the aim of this comprehensive review is to give an overview of the available evidence for TDM for the 77 FDA/EMA kinase inhibitors currently approved (as of July 1st, 2023) used in hematology and oncology. We elaborate on exposure-response and exposure-toxicity relationships for these kinase inhibitors and provide practical recommendations for TDM and discuss corresponding pharmacokinetic targets when possible.
Collapse
Affiliation(s)
- Maud B A van der Kleij
- Division of Medical Oncology, Department of Clinical Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands.
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands.
| | - Niels A D Guchelaar
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Ron H J Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Jurjen Versluis
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Alwin D R Huitema
- Department of Pharmacy and Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Pharmacology, Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Stijn L W Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
- Department of Pharmacy, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Neeltje Steeghs
- Division of Medical Oncology, Department of Clinical Pharmacology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| |
Collapse
|
31
|
Myszkiewicz MF, Puzanov I, Goey AKL. Development and validation of an LC-MS/MS method to measure the BRAF inhibitors dabrafenib and encorafenib quantitatively and four major metabolites semi-quantitatively in human plasma. J Pharm Biomed Anal 2023; 234:115594. [PMID: 37478552 PMCID: PMC10528671 DOI: 10.1016/j.jpba.2023.115594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/28/2023] [Accepted: 07/16/2023] [Indexed: 07/23/2023]
Abstract
This article describes the development and validation of a liquid-chromatography coupled with tandem mass spectrometry (LC-MS/MS) assay for the simultaneous quantitation of the BRAF inhibitors dabrafenib and encorafenib, and semi-quantitation of their major metabolites (i.e., carboxy-dabrafenib, desmethyl-dabrafenib, hydroxy-dabrafenib, M42.5A) in human plasma. Analytes were extracted from human plasma by protein precipitation, followed by reversed phase high-performance liquid chromatography. Analyte detection was performed using tandem mass spectrometry with heated electrospray ionization operating in positive ion mode. The assay was validated in accordance with the current U.S. Food and Drug Administration Guidance on Bioanalytical Method Validation. Results showed that measurements were both accurate (94.6-112.0 %) and precise (within-run: 1.9-3.4 %; between-run: 1.7-12.0 %) spanning a concentration range of 5 to 2000 ng/mL for dabrafenib and 10 to 4000 ng/mL for encorafenib. Recoveries for these analytes were consistent with mean values ranging from 85.6 % to 90.9 %. The mean internal standard-normalized matrix factors for each drug ranged between 0.87 and 0.98 and were found to be precise (% RSD <6.4 %). Dabrafenib and encorafenib were stable in the final extract and in human plasma held under various storage conditions. The metabolites also passed the validation criteria for precision and selectivity. Finally, the clinical applicability of the assay was confirmed by (semi-)quantitation of all six analytes in plasma samples from cancer patients receiving standard-of-care treatment with dabrafenib and encorafenib. Reproducibility of the measured analyte concentrations in study samples was confirmed successfully by incurred sample reanalysis. In conclusion, this sensitive LC-MS/MS assay has been validated successfully and is suitable for therapeutic drug monitoring of dabrafenib and encorafenib and clinical pharmacokinetic studies with these BRAF inhibitors.
Collapse
Affiliation(s)
- Melody F Myszkiewicz
- Bioanalytics, Metabolomics, and Pharmacokinetics Shared Resource, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA
| | - Igor Puzanov
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA
| | - Andrew K L Goey
- Bioanalytics, Metabolomics, and Pharmacokinetics Shared Resource, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA; Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA.
| |
Collapse
|
32
|
Cheong EJY, Chin SY, Ng ZW, Yap TJ, Cheong EZB, Wang Z, Chan ECY. Unraveling Complexities in the Absorption and Disposition Kinetics of Abiraterone via Iterative PBPK Model Development and Refinement. Clin Pharmacokinet 2023; 62:1243-1261. [PMID: 37405634 DOI: 10.1007/s40262-023-01266-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2023] [Indexed: 07/06/2023]
Abstract
BACKGROUND AND OBJECTIVE Abiraterone is a first-in-class inhibitor of cytochrome P450 17A1 (CYP17A1), and its pharmacokinetic (PK) profile is susceptible to intrinsic and extrinsic variabilities. Potential associations between abiraterone concentrations and pharmacodynamic consequences in prostate cancer may demand further dosage optimization to balance therapeutic outcomes. Consequently, we aim to develop a physiologically based pharmacokinetic (PBPK) model for abiraterone via a middle-out approach to prospectively interrogate the untested, albeit clinically relevant, scenarios. METHODS To characterize in vivo hydrolysis of prodrug abiraterone acetate (AA) and supersaturation of abiraterone, in vitro aqueous solubility data, biorelevant measurements, and supersaturation and precipitation parameters were utilized for mechanistic absorption simulation. CYP3A4-mediated N-oxidation and sulfotransferase 2A1-catalyzed sulfation of abiraterone were subsequently quantified in human liver subcellular systems. Iterative PBPK model refinement involved evaluation of potential organic anion transporting polypeptide (OATP)-mediated abiraterone uptake in transfected cells in the absence and presence of albumin. RESULTS The developed PBPK model recapitulated the duodenal concentration-time profile of both AA and abiraterone after simulated AA administration. Our findings established abiraterone as a substrate of hepatic OATP1B3 to recapitulate its unbound metabolic intrinsic clearance. Further consideration of a transporter-induced protein-binding shift established accurate translational scaling factors and extrapolated the sinusoidal uptake process. Subsequent simulations effectively predicted the PK of abiraterone upon single and multiple dosing. CONCLUSION Our systematic development of the abiraterone PBPK model has demonstrated its application for the prospective interrogation of the individual or combined influences of potential interindividual variabilities influencing the systemic exposure of abiraterone.
Collapse
Affiliation(s)
- Eleanor Jing Yi Cheong
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Sheng Yuan Chin
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Zheng Wei Ng
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Ting Jian Yap
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Ervin Zhi Bin Cheong
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Ziteng Wang
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Eric Chun Yong Chan
- Department of Pharmacy, Faculty of Science, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
| |
Collapse
|
33
|
Al Shirity ZN, Westra N, Hateren KV, Munnink THO, Kosterink JGW, Mian P, Hooge MNLD, Touw DJ, Gareb B. Validation of an LC-MS/MS assay for rapid and simultaneous quantification of 21 kinase inhibitors in human plasma and serum for therapeutic drug monitoring. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1229:123872. [PMID: 37716342 DOI: 10.1016/j.jchromb.2023.123872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 08/30/2023] [Accepted: 09/02/2023] [Indexed: 09/18/2023]
Abstract
Kinase inhibitors have revolutionized cancer treatment in the past 25 years and currently form the cornerstone of many treatments. Due to the increasing evidence for therapeutic drug monitoring (TDM) of kinase inhibitors, the need is growing for new assays to rapidly evaluate kinase inhibitor plasma concentrations. In this study, we developed an LC-MS/MS assay for the rapid and simultaneous quantification of 21 kinase inhibitors. First, a literature search was conducted to ensure that the linear ranges of the analytes were in line with the reported therapeutic windows and/or TDM reference values. Subsequently, the assay was validated according to FDA and EMA guidelines for linearity, selectivity, carry-over, accuracy, precision, dilution integrity, matrix effect, recovery, and stability. The assay was fast, with a short run-time of 2 min per sample. Sample pre-treatment consisted of protein precipitation with methanol enriched with stable isotope-labeled internal standards (SIL-IS), and the mixture was vortexed and centrifuged before sample injection. Separation was achieved using a C18 column (3 μm,50 × 2.1 mm) with a gradient of two mobile phases (ammonium formate buffer pH 3.5 and acetonitrile). Analyte detection was conducted in positive ionization mode using selected reaction monitoring. The assay was accurate and precise in plasma as well as in serum. Extraction recovery ranged between 95.0% and 106.0%, and the matrix effect was 95.7%-105.2%. The stability of the analytes varied at room temperature and in refrigerated conditions. However, all drugs were found to be stable for 7 days in the autosampler. The clinical applicability of the analytical method (486 analyzed samples between 1 July 2022-1 July 2023) as well as external quality control testing results were evaluated. Taken together, the results demonstrate that the analytical method was validated and applicable for routine analyses in clinical practice.
Collapse
Affiliation(s)
- Zaid N Al Shirity
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands.
| | - Niels Westra
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Kai van Hateren
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Thijs H Oude Munnink
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Jos G W Kosterink
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands; Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Paola Mian
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Marjolijn N Lub-de Hooge
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands; Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Daan J Touw
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands; Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Bahez Gareb
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| |
Collapse
|
34
|
Yi ZM, Li X, Wang Z, Qin J, Jiang D, Tian P, Yang P, Zhao R. Status and Quality of Guidelines for Therapeutic Drug Monitoring Based on AGREE II Instrument. Clin Pharmacokinet 2023; 62:1201-1217. [PMID: 37490190 DOI: 10.1007/s40262-023-01283-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND With the progress of therapeutic drug monitoring (TDM) technology and the development of evidence-based medicine, many guidelines were developed and implemented in recent decades. OBJECTIVE The aim was to evaluate the current status of TDM guidelines and provide suggestions for their development and updates based on Appraisal of Guidelines for Research and Evaluation (AGREE) II. METHODS The TDM guidelines were systematically searched for among databases including PubMed, Embase, China National Knowledge Infrastructure, Wanfang Data, and the Chinese biomedical literature service system and the official websites of TDM-related associations. The search period was from inception to 6 April 2023. Four researchers independently screened the literature and extracted data. Any disagreement was discussed and reconciled by another researcher. The quality of guidelines was assessed using the AGREE II instrument. RESULTS A total of 92 guidelines were included, including 57 technical guidelines, three management guidelines, and 32 comprehensive guidelines. The number of TDM guidelines has gradually increased since 1979. The United States published the most guidelines (20 guidelines), followed by China (15 guidelines) and the United Kingdom (ten guidelines), and 23 guidelines were developed by international organizations. Most guidelines are aimed at adult patients only, while 28 guidelines include special populations. With respect to formulation methods, there are 23 evidence-based guidelines. As for quality evaluation results based on AGREE II, comprehensive guidelines scored higher (58.16%) than technical guidelines (51.36%) and administrative guidelines (50.00%). CONCLUSION The number of TDM guidelines, especially technical and comprehensive ones, has significantly increased in recent years. Most guidelines are confronted with the problems of unclear methodology and low quality of evidence according to AGREE II. More evidence-based research on TDM and high-quality guideline development is recommended to promote individualized therapy.
Collapse
Affiliation(s)
- Zhan-Miao Yi
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Xinya Li
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Zhitong Wang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Jiguang Qin
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Dan Jiang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Panhui Tian
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Ping Yang
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China
| | - Rongsheng Zhao
- Department of Pharmacy, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing, 100191, China.
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, China.
- Therapeutic Drug Monitoring and Clinical Toxicology Center, Peking University, Beijing, China.
| |
Collapse
|
35
|
Voulgaridou G, Paraskeva T, Ragia G, Atzemian N, Portokallidou K, Kolios G, Arvanitidis K, Manolopoulos VG. Therapeutic Drug Monitoring (TDM) Implementation in Public Hospitals in Greece in 2003 and 2021: A Comparative Analysis of TDM Evolution over the Years. Pharmaceutics 2023; 15:2181. [PMID: 37765152 PMCID: PMC10535589 DOI: 10.3390/pharmaceutics15092181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/09/2023] [Accepted: 08/19/2023] [Indexed: 09/29/2023] Open
Abstract
Therapeutic drug monitoring (TDM) is the clinical practice of measuring drug concentrations. TDM can be used to determine treatment efficacy and to prevent the occurrence or reduce the risk of drug-induced side effects, being, thus, a tool of personalized medicine. Drugs for which TDM is applied should have a narrow therapeutic range and exhibit both significant pharmacokinetic variability and a predefined target concentration range. The aim of our study was to assess the current status of TDM in Greek public hospitals and estimate its progress over the last 20 years. All Greek public hospitals were contacted to provide data and details on the clinical uptake of TDM in Greece for the years 2003 and 2021 through a structured questionnaire. Data from 113 out of 132 Greek hospitals were collected in 2003, whereas for 2021, we have collected data from 98 out of 122 hospitals. Among these, in 2003 and 2021, 64 and 51 hospitals, respectively, performed TDM. Antiepileptics and antibiotics were the most common drug categories monitored in both years. The total number of drug measurement assays decreased from 2003 to 2021 (153,313 ± 7794 vs. 90,065 ± 5698; p = 0.043). In direct comparisons between hospitals where TDM was performed both in 2003 and 2021 (n = 35), the mean number of measurements was found to decrease for most drugs, including carbamazepine (198.8 ± 46.6 vs. 46.6 ± 10.1, p < 0.001), phenytoin (253.6 ± 59 vs. 120 ± 34.3; p = 0.001), amikacin (147.3 ± 65.2 vs. 91.1 ± 71.4; p = 0.033), digoxin (783.2 ± 226.70 vs. 165.9 ± 28.9; p < 0.001), and theophylline (71.5 ± 28.7 vs. 11.9 ± 6.4; p = 0.004). Only for vancomycin, a significant increase in measurements was recorded (206.1 ± 96.1 vs. 789.1 ± 282.8; p = 0.012). In conclusion, our findings show that TDM clinical implementation is losing ground in Greek hospitals. Efforts and initiatives to reverse this trend are urgently needed.
Collapse
Affiliation(s)
- Gavriela Voulgaridou
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Theodora Paraskeva
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Georgia Ragia
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Natalia Atzemian
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Konstantina Portokallidou
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - George Kolios
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
| | - Konstantinos Arvanitidis
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
- Clinical Pharmacology and Pharmacogenetics Unit, Academic General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
| | - Vangelis G. Manolopoulos
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (G.V.); (T.P.); (G.R.); (N.A.); (K.P.); (G.K.); (K.A.)
- IMPReS—Individualised Medicine & Pharmacological Research Solutions Center, 68100 Alexandroupolis, Greece
- Clinical Pharmacology and Pharmacogenetics Unit, Academic General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
| |
Collapse
|
36
|
van Eerden RAG, IJzerman NS, van Meekeren M, Oomen-de Hoop E, Guchelaar NAD, Visser AMW, Matic M, van Schaik RHN, de Bruijn P, Moes DJAR, Jobse PA, Gelderblom H, Huitema ADR, Steeghs N, Mathijssen RHJ, Koolen SLW. CYP3A4*22 Genotype-Guided Dosing of Kinase Inhibitors in Cancer Patients. Clin Pharmacokinet 2023; 62:1129-1139. [PMID: 37310647 PMCID: PMC10386914 DOI: 10.1007/s40262-023-01260-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2023] [Indexed: 06/14/2023]
Abstract
INTRODUCTION A genetic variant explaining a part of the exposure of many kinase inhibitors (KIs) is the single nucleotide polymorphism (SNP) CYP3A4*22, resulting in less CYP3A4 enzyme activity. The primary aim of this study was to investigate if the systemic exposure is non-inferior after a dose reduction of KIs metabolized by CYP3A4 in CYP3A4*22 carriers compared to patients without this SNP (i.e., wildtype patients) receiving the standard dose. METHODS In this multicenter, prospective, non-inferiority study, patients were screened for the presence of CYP3A4*22. Patients with the CYP3A4*22 SNP received a 20-33% dose reduction. At steady state, a pharmacokinetic (PK) analysis was performed and compared to the PK results from wildtype patients treated with the registered dose using a two-stage individual patient data meta-analysis approach. RESULTS In total, 207 patients were included in the final analysis. The CYP3A4*22 SNP was found in 16% of the patients in the final analysis (n = 34). Most of the included patients received imatinib (37%) or pazopanib (22%) treatment. The overall geometric mean ratio (GMR) comparing the exposure of the CYP3A4*22 carriers to the exposure of the wildtype CYP3A4 patients was 0.89 (90% confidence interval: 0.77-1.03). CONCLUSION Non-inferiority could not be proven for dose reduction of KIs metabolized by CYP3A4 in CYP3A4*22 carriers compared to the registered dose in wildtype patients. Therefore, an up-front dose reduction based upon the CYP3A4*22 SNP for all KIs does not seem an eligible new way of personalized therapy. TRIAL REGISTRATION International Clinical Trials Registry Platform Search Portal; number NL7514; registered 11/02/2019.
Collapse
Affiliation(s)
- Ruben A G van Eerden
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Nikki S IJzerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Milan van Meekeren
- Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Esther Oomen-de Hoop
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Niels A D Guchelaar
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Andrea M W Visser
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Maja Matic
- Department of Clinical Chemistry, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Ron H N van Schaik
- Department of Clinical Chemistry, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Peter de Bruijn
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Dirk-Jan A R Moes
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Pieter A Jobse
- Department of Internal Medicine, ADRZ, Goes, The Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Alwin D R Huitema
- Department of Pharmacy and Pharmacology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Pharmacology, Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ron H J Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Stijn L W Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, PO box 2040, 3000 CA, Rotterdam, The Netherlands.
- Department of Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands.
| |
Collapse
|
37
|
Del Valle-Moreno P, Suarez-Casillas P, Mejías-Trueba M, Ciudad-Gutiérrez P, Guisado-Gil AB, Gil-Navarro MV, Herrera-Hidalgo L. Model-Informed Precision Dosing Software Tools for Dosage Regimen Individualization: A Scoping Review. Pharmaceutics 2023; 15:1859. [PMID: 37514045 PMCID: PMC10386689 DOI: 10.3390/pharmaceutics15071859] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 06/20/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Pharmacokinetic nomograms, equations, and software are considered the main tools available for Therapeutic Drug Monitoring (TDM). Model-informed precision dosing (MIPD) is an advanced discipline of TDM that allows dose individualization, and requires a software for knowledge integration and statistical calculations. Due to its precision and extensive applicability, the use of these software is widespread in clinical practice. However, the currently available evidence on these tools remains scarce. OBJECTIVES To review and summarize the available evidence on MIPD software tools to facilitate its identification, evaluation, and selection by users. METHODS An electronic literature search was conducted in MEDLINE, EMBASE, OpenAIRE, and BASE before July 2022. The PRISMA-ScR was applied. The main inclusion criteria were studies focused on developing software for use in clinical practice, research, or modelling. RESULTS Twenty-eight software were classified as MIPD software. Ten are currently unavailable. The remaining 18 software were described in depth. It is noteworthy that all MIPD software used Bayesian statistical methods to estimate drug exposure and all provided a population model by default, except NONMEN. CONCLUSIONS Pharmacokinetic software have become relevant tools for TDM. MIPD software have been compared, facilitating its selection for use in clinical practice. However, it would be interesting to standardize the quality and validate the software tools.
Collapse
Affiliation(s)
- Paula Del Valle-Moreno
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
| | - Paloma Suarez-Casillas
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
| | - Marta Mejías-Trueba
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
- Department of Infectious Diseases, Microbiology and Parasitology, Infectious Diseases Research Group, Institute of Biomedicine of Seville, University of Seville/Spanish National Research Council/University Hospital Virgen del Rocio, 41013 Seville, Spain
| | - Pablo Ciudad-Gutiérrez
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
| | - Ana Belén Guisado-Gil
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
- Department of Infectious Diseases, Microbiology and Parasitology, Infectious Diseases Research Group, Institute of Biomedicine of Seville, University of Seville/Spanish National Research Council/University Hospital Virgen del Rocio, 41013 Seville, Spain
- Centre for Biomedical Research Network on Infectious Diseases, 28029 Madrid, Spain
| | - María Victoria Gil-Navarro
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
- Department of Infectious Diseases, Microbiology and Parasitology, Infectious Diseases Research Group, Institute of Biomedicine of Seville, University of Seville/Spanish National Research Council/University Hospital Virgen del Rocio, 41013 Seville, Spain
- Centre for Biomedical Research Network on Infectious Diseases, 28029 Madrid, Spain
| | - Laura Herrera-Hidalgo
- Department of Pharmacy, University Hospital Virgen del Rocío, 41013 Seville, Spain; (P.D.V.-M.); (P.S.-C.); (P.C.-G.); (A.B.G.-G.); (M.V.G.-N.); (L.H.-H.)
- Department of Infectious Diseases, Microbiology and Parasitology, Infectious Diseases Research Group, Institute of Biomedicine of Seville, University of Seville/Spanish National Research Council/University Hospital Virgen del Rocio, 41013 Seville, Spain
| |
Collapse
|
38
|
van Leuven J, Evans S, Kichenadasse G, Steeghs N, Bonevski B, Mikus G, van Dyk M. Framework for Implementing Individualised Dosing of Anti-Cancer Drugs in Routine Care: Overcoming the Logistical Challenges. Cancers (Basel) 2023; 15:3293. [PMID: 37444404 DOI: 10.3390/cancers15133293] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/26/2022] [Accepted: 12/26/2022] [Indexed: 07/15/2023] Open
Abstract
Precision medicine in oncology involves identifying the 'right drug', at the 'right dose', for the right person. Currently, many orally administered anti-cancer drugs, particularly kinase inhibitors (KIs), are prescribed at a standard fixed dose. Identifying the right dose remains one of the biggest challenges to optimal patient care. Recently the Precision Dosing Group established the Accurate Dosing of Anti-cancer Patient-centred Therapies (ADAPT) Program to address individualised dosing; thus, use existing anti-cancer drugs more safely and efficiently. In this paper, we outline our framework, based on the Medical Research Council (MRC) framework, with a simple 6-step process and strategies which have led to the successful implementation of the ADAPT program in South Australia. Implementation strategies in our 6-step process involve: (1) Evaluate the evidence and identify the cancer drugs: Literature review, shadowing other experts, establishing academic partnerships, adaptability/flexibility; (2) Establishment of analytical equipment for drug assays for clinical purposes: assessment for readiness, accreditation, feasibility, obtaining formal commitments, quality assurance to all stakeholders; (3) Clinical preparation and education: educational material, conducted educational meetings, involve opinion leaders, use of mass media, promote network weaving, conduct ongoing training; (4) Blood collection, sample preparation and analyses: goods received procedures, critical control points (transport time); (5) Interpret and release results with recommendations: facilitate the relay of clinical data to providers; (6) Clinical application: providing ongoing consultation, identify early adopters, identify, and prepare champions. These strategies were selected from the 73 implementation strategies outlined in the Expert Recommendations for Implementing Change (ERIC) study. The ADAPT program currently provides routine plasma concentrations for patients on several orally administered drugs in South Australia and is currently in its evaluation phase soon to be published. Our newly established framework could provide great potential and opportunities to advance individualised dosing of oral anti-cancer drugs in routine clinical care.
Collapse
Affiliation(s)
- Jason van Leuven
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
- Medical Oncology, Flinders Medical Centre, Adelaide 5042, Australia
| | - Simon Evans
- Implementation Science Unit, Department for Health and Wellbeing, Adelaide 5042, Australia
| | - Ganessan Kichenadasse
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
- Medical Oncology, Flinders Medical Centre, Adelaide 5042, Australia
| | - Neeltje Steeghs
- Antoni van Leeuwenhoek Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
- Department of Medical Oncology, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Billie Bonevski
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
| | - Gerd Mikus
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
- Department of Clinical Pharmacology and Pharmacoepidemiology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Madelé van Dyk
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
- Medical Oncology, Flinders Medical Centre, Adelaide 5042, Australia
| |
Collapse
|
39
|
Xu X, Li S, Luan X, Xuan C, Zhao P, Zhou T, Tian Q, Pan D. Sensitivity enhancement of a Cu (II) metal organic framework-acetylene black-based electrochemical sensor for ultrasensitive detection of imatinib in clinical samples. Front Chem 2023; 11:1191075. [PMID: 37284582 PMCID: PMC10239869 DOI: 10.3389/fchem.2023.1191075] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/12/2023] [Indexed: 06/08/2023] Open
Abstract
Imatinib (IMB), an anticancer drug, is extensively used for chemotherapy to improve the quality of life of cancer patients. The aim of therapeutic drug monitoring (TDM) is to guide and evaluate the medicinal therapy, and then optimize the clinical effect of individual dosing regimens. In this work, a highly sensitive and selective electrochemical sensor based on glassy carbon electrode (GCE) modified with acetylene black (AB) and a Cu (II) metal organic framework (CuMOF) was developed to measure the concentration of IMB. CuMOF with preferable adsorbability and AB with excellent electrical conductivity functioned cooperatively to enhance the analytical determination of IMB. The modified electrodes were characterized using X-rays diffraction (XRD), X-ray photoelectron spectroscopy (XPS), fourier transform infrared (FT-IR), ultraviolet and visible spectrophotometry (UV-vis), electrochemical impedance spectroscopy (EIS), scanning electron microscopy (SEM), energy dispersive X-ray spectroscopy (EDS), brunauer‒emmett‒teller (BET) and barrett‒joyner‒halenda (BJH) techniques. Analytical parameters such as the ratio of CuMOF to AB, dropping volumes, pH, scanning rate and accumulation time were investigated through cyclic voltammetry (CV). Under optimal conditions, the sensor exhibited an excellent electrocatalytic response for IMB detection, and two linear detection ranges were obatined of 2.5 nM-1.0 μM and 1.0-6.0 μM with a detection limit (DL) of 1.7 nM (S/N = 3). Finally, the good electroanalytical ability of CuMOF-AB/GCE sensor facilitated the successful determination of IMB in human serum samples. Due to its acceptable selectivity, repeatability and long-term stability, this sensor shows promising application prospects in the detection of IMB in clinical samples.
Collapse
Affiliation(s)
| | | | | | | | | | - Tingting Zhou
- *Correspondence: Deng Pan, ; Qingwu Tian, ; Tingting Zhou,
| | - Qingwu Tian
- *Correspondence: Deng Pan, ; Qingwu Tian, ; Tingting Zhou,
| | - Deng Pan
- *Correspondence: Deng Pan, ; Qingwu Tian, ; Tingting Zhou,
| |
Collapse
|
40
|
Canil G, Orleni M, Posocco B, Gagno S, Bignucolo A, Montico M, Roncato R, Corsetti S, Bartoletti M, Toffoli G. LC-MS/MS Method for the Quantification of PARP Inhibitors Olaparib, Rucaparib and Niraparib in Human Plasma and Dried Blood Spot: Development, Validation and Clinical Validation for Therapeutic Drug Monitoring. Pharmaceutics 2023; 15:pharmaceutics15051524. [PMID: 37242766 DOI: 10.3390/pharmaceutics15051524] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023] Open
Abstract
Poly (ADP-ribose) polymerase inhibitors (PARPis) are becoming increasingly meaningful in oncology, and their therapeutic drug monitoring (TDM) might be beneficial for patients. Several bioanalytical methods have been reported for PARPis quantification in human plasma, but advantages might be obtained using dried blood spot (DBS) as a sampling technique. Our aim was to develop and validate a liquid chromatography-tandem mass spectrometric (LC-MS/MS) method for olaparib, rucaparib, and niraparib quantification in both human plasma and DBS matrices. Additionally, we aimed to assess the correlation between the drug concentrations measured in these two matrices. DBS from patients was obtained using Hemaxis DB10 for volumetric sampling. Analytes were separated on a Cortecs-T3 column and detected with electrospray ionization (ESI)-MS in positive ionization mode. Validation was performed according to the latest regulatory guidelines, in the range (ng/mL) 140-7000 for olaparib, 100-5000 for rucaparib, and 60-3000 for niraparib, within the hematocrit (Hct) range 29-45%. The Passing-Bablok and Bland-Altman statistical analyses revealed a strong correlation between plasma and DBS for olaparib and niraparib. However, due to the limited amount of data, it was challenging to establish a robust regression analysis for rucaparib. To ensure a more reliable assessment, additional samples are required. The DBS-to-plasma ratio was used as a conversion factor (CF) without considering any patient-related hematological parameters. These results provide a solid basis for the feasibility of PARPis TDM using both plasma and DBS matrices.
Collapse
Affiliation(s)
- Giovanni Canil
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Marco Orleni
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
- Doctoral School in Pharmacological Sciences, University of Padua, 35131 Padova, Italy
| | - Bianca Posocco
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Sara Gagno
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Alessia Bignucolo
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Marcella Montico
- Clinical Trial Office, CRO Aviano, National Cancer Institute, IRCSS, 33081 Aviano, Italy
| | - Rossana Roncato
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Serena Corsetti
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Michele Bartoletti
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, CRO Aviano, National Cancer Institute, IRCCS, 33081 Aviano, Italy
| |
Collapse
|
41
|
Yasu T, Gando Y, Nishijima R, Ikuta R, Suzuki M, Shirota M. Plasma Cabozantinib Level Measurement in Patients with Renal Cell and Hepatocellular Carcinomas Using a Simple HPLC-UV Method Suitable for Clinical Application. Curr Oncol 2023; 30:4871-4879. [PMID: 37232825 DOI: 10.3390/curroncol30050367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 05/02/2023] [Accepted: 05/06/2023] [Indexed: 05/27/2023] Open
Abstract
Cabozantinib, which is used to treat renal cell and hepatocellular carcinomas, is often associated with dose-dependent adverse events. Monitoring the levels of cabozantinib in the blood may maximize the therapeutic effect and prevent serious adverse events. In this study, we developed a high-performance liquid chromatography-ultraviolet (HPLC-UV) method of measuring plasma cabozantinib concentration. Human plasma samples (50 µL) were processed by simple deproteinization with acetonitrile, followed by chromatographic separation on a reversed-phase column with an isocratic mobile phase of 0.5% KH₂PO4 (pH 4.5) and acetonitrile (43:57, v/v) at a flow rate of 1.0 mL/min, with a 250 nm ultraviolet detector. The calibration curve was linear over the concentration range (0.05-5 µg/mL) with a coefficient of determination of 0.99999. The accuracy of the assay ranged from -4.35% to 0.98%, and recovery was >96.04%. The measurement time was 9 min. These findings confirm the effectiveness of this HPLC-UV method for cabozantinib quantification in human plasma, which is sufficiently simple for use for monitoring patients in clinical settings.
Collapse
Affiliation(s)
- Takeo Yasu
- Department of Medicinal Therapy Research, Pharmaceutical Education and Research Center, Meiji Pharmaceutical University, Tokyo 204-8588, Japan
- Bokutoh Hospital-Meiji Pharmaceutical University Joint Research Center, Tokyo 130-8575, Japan
| | - Yoshito Gando
- Department of Medicinal Therapy Research, Pharmaceutical Education and Research Center, Meiji Pharmaceutical University, Tokyo 204-8588, Japan
| | - Ryosuke Nishijima
- Department of Medicinal Therapy Research, Pharmaceutical Education and Research Center, Meiji Pharmaceutical University, Tokyo 204-8588, Japan
| | - Risa Ikuta
- Bokutoh Hospital-Meiji Pharmaceutical University Joint Research Center, Tokyo 130-8575, Japan
- Department of Clinical Laboratory, Tokyo Metropolitan Bokutoh Hospital, Tokyo 130-8575, Japan
| | - Motofumi Suzuki
- Department of Urology, Tokyo Metropolitan Bokutoh Hospital, Tokyo 130-8575, Japan
| | - Mikio Shirota
- Bokutoh Hospital-Meiji Pharmaceutical University Joint Research Center, Tokyo 130-8575, Japan
- Department of Pharmacy, Tokyo Metropolitan Bokutoh Hospital, Tokyo 130-8575, Japan
| |
Collapse
|
42
|
Saiki T, Ogata G, Sawamura S, Asai K, Razvina O, Watanabe K, Kato R, Zhang Q, Akiyama K, Madhurantakam S, Ahmad NB, Ino D, Nashimoto H, Matsumoto Y, Moriyama M, Horii A, Kondo C, Ochiai R, Kusuhara H, Saijo Y, Einaga Y, Hibino H. A strategy for low-cost portable monitoring of plasma drug concentrations using a sustainable boron-doped-diamond chip. Heliyon 2023; 9:e15963. [PMID: 37234605 PMCID: PMC10205593 DOI: 10.1016/j.heliyon.2023.e15963] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 04/20/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023] Open
Abstract
On-site monitoring of plasma drug concentrations is required for effective therapies. Recently developed handy biosensors are not yet popular owing to insufficient evaluation of accuracy on clinical samples and the necessity of complicated costly fabrication processes. Here, we approached these bottlenecks via a strategy involving engineeringly unmodified boron-doped diamond (BDD), a sustainable electrochemical material. A sensing system based on a ∼1 cm2 BDD chip, when analysing rat plasma spiked with a molecular-targeting anticancer drug, pazopanib, detected clinically relevant concentrations. The response was stable in 60 sequential measurements on the same chip. In a clinical study, data obtained with a BDD chip were consistent with liquid chromatography-mass spectrometry results. Finally, the portable system with a palm-sized sensor containing the chip analysed ∼40 μL of whole blood from dosed rats within ∼10 min. This approach with the 'reusable' sensor may improve point-of-monitoring systems and personalised medicine while reducing medical costs.
Collapse
Affiliation(s)
- Takuro Saiki
- Department of Medical Oncology, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Genki Ogata
- Department of Chemistry, Keio University, 3-14-1 Hiyoshi, Yokohama, Kanagawa 223-8522, Japan
| | - Seishiro Sawamura
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kai Asai
- Department of Chemistry, Keio University, 3-14-1 Hiyoshi, Yokohama, Kanagawa 223-8522, Japan
| | - Olga Razvina
- G-MedEx Project, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Kota Watanabe
- Niigata University School of Medicine, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Rito Kato
- Niigata University School of Medicine, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Qi Zhang
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
- Department of Otolaryngology Head and Neck Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Koei Akiyama
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
- Department of Molecular Physiology, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Sasya Madhurantakam
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Norzahirah Binti Ahmad
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Daisuke Ino
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Haruma Nashimoto
- Laboratory of Molecular Pharmacokinetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1, Hongo, Bunkyo, Tokyo 113-0033, Japan
| | - Yoshifumi Matsumoto
- Department of Medical Oncology, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Masato Moriyama
- Department of Medical Oncology, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Arata Horii
- Department of Otolaryngology Head and Neck Surgery, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Chie Kondo
- Pharmaceuticals and Life Sciences Division, Shimadzu Techno-Research, Inc., 1, Nishinokyo-shimoai-cho, Nakagyo-ku, Kyoto, Kyoto 604-8436, Japan
| | - Ryosuke Ochiai
- Pharmaceuticals and Life Sciences Division, Shimadzu Techno-Research, Inc., 1, Nishinokyo-shimoai-cho, Nakagyo-ku, Kyoto, Kyoto 604-8436, Japan
| | - Hiroyuki Kusuhara
- Laboratory of Molecular Pharmacokinetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1, Hongo, Bunkyo, Tokyo 113-0033, Japan
| | - Yasuo Saijo
- Department of Medical Oncology, Niigata University Graduate School of Medical and Dental Sciences, 1-757 Asahimachi-dori Chuo-ku, Niigata, Niigata 951-8510, Japan
| | - Yasuaki Einaga
- Department of Chemistry, Keio University, 3-14-1 Hiyoshi, Yokohama, Kanagawa 223-8522, Japan
| | - Hiroshi Hibino
- Division of Glocal Pharmacology, Department of Pharmacology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
- AMED-CREST, AMED, Osaka 565-0871, Japan
| |
Collapse
|
43
|
Ansaar R, Meech R, Rowland A. A Physiologically Based Pharmacokinetic Model to Predict Determinants of Variability in Epirubicin Exposure and Tissue Distribution. Pharmaceutics 2023; 15:pharmaceutics15041222. [PMID: 37111707 PMCID: PMC10143085 DOI: 10.3390/pharmaceutics15041222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/21/2023] [Accepted: 03/29/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND Epirubicin is an anthracycline antineoplastic drug that is primarily used in combination therapies for the treatment of breast, gastric, lung and ovarian cancers and lymphomas. Epirubicin is administered intravenously (IV) over 3 to 5 min once every 21 days with dosing based on body surface area (BSA; mg/m2). Despite accounting for BSA, marked inter-subject variability in circulating epirubicin plasma concentration has been reported. METHODS In vitro experiments were conducted to determine the kinetics of epirubicin glucuronidation by human liver microsomes in the presence and absence of validated UGT2B7 inhibitors. A full physiologically based pharmacokinetic model was built and validated using Simcyp® (version 19.1, Certara, Princeton, NJ, USA). The model was used to simulate epirubicin exposure in 2000 Sim-Cancer subjects over 158 h following a single intravenous dose of epirubicin. A multivariable linear regression model was built using simulated demographic and enzyme abundance data to determine the key drivers of variability in systemic epirubicin exposure. RESULTS Multivariable linear regression modelling demonstrated that variability in simulated systemic epirubicin exposure following intravenous injection was primarily driven by differences in hepatic and renal UGT2B7 expression, plasma albumin concentration, age, BSA, GFR, haematocrit and sex. By accounting for these factors, it was possible to explain 87% of the variability in epirubicin in a simulated cohort of 2000 oncology patients. CONCLUSIONS The present study describes the development and evaluation of a full-body PBPK model to assess systemic and individual organ exposure to epirubicin. Variability in epirubicin exposure was primarily driven by hepatic and renal UGT2B7 expression, plasma albumin concentration, age, BSA, GFR, haematocrit and sex.
Collapse
Affiliation(s)
- Radwan Ansaar
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Robyn Meech
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Andrew Rowland
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| |
Collapse
|
44
|
Westra N, Touw D, Lub-de Hooge M, Kosterink J, Oude Munnink T. Pharmacokinetic Boosting of Kinase Inhibitors. Pharmaceutics 2023; 15:pharmaceutics15041149. [PMID: 37111635 PMCID: PMC10146729 DOI: 10.3390/pharmaceutics15041149] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/21/2023] [Accepted: 04/03/2023] [Indexed: 04/08/2023] Open
Abstract
(1) Introduction: Pharmacokinetic boosting of kinase inhibitors can be a strategy to enhance drug exposure and to reduce dose and associated treatment costs. Most kinase inhibitors are predominantly metabolized by CYP3A4, enabling boosting using CYP3A4 inhibition. Kinase inhibitors with food enhanced absorption can be boosted using food optimized intake schedules. The aim of this narrative review is to provide answers to the following questions: Which different boosting strategies can be useful in boosting kinase inhibitors? Which kinase inhibitors are potential candidates for either CYP3A4 or food boosting? Which clinical studies on CYP3A4 or food boosting have been published or are ongoing? (2) Methods: PubMed was searched for boosting studies of kinase inhibitors. (3) Results/Discussion: This review describes 13 studies on exposure boosting of kinase inhibitors. Boosting strategies included cobicistat, ritonavir, itraconazole, ketoconazole, posaconazole, grapefruit juice and food. Clinical trial design for conducting pharmacokinetic boosting trials and risk management is discussed. (4) Conclusion: Pharmacokinetic boosting of kinase inhibitors is a promising, rapidly evolving and already partly proven strategy to increase drug exposure and to potentially reduce treatment costs. Therapeutic drug monitoring can be of added value in guiding boosted regimens.
Collapse
Affiliation(s)
- Niels Westra
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Daan Touw
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
- Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Marjolijn Lub-de Hooge
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Jos Kosterink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
- PharmacoTherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Thijs Oude Munnink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| |
Collapse
|
45
|
Cheng F, Li Q, Cui Z, Hong M, Li W, Zhang Y. Dose optimization strategy of the tyrosine kinase inhibitors imatinib, dasatinib, and nilotinib for chronic myeloid leukemia: From clinical trials to real-life settings. Front Oncol 2023; 13:1146108. [PMID: 37091188 PMCID: PMC10113500 DOI: 10.3389/fonc.2023.1146108] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
With the advent of tyrosine kinase inhibitors (TKIs), the treatment prospects of chronic myeloid leukemia (CML) have changed markedly. This innovation can lengthen the long-term survival of patients suffering from CML. However, long-term exposure to TKIs is accompanied by various adverse events (AEs). The latter affect the quality of life and compliance of patients with CML, and may lead to serious disease progression (and even death). Recently, increasing numbers of patients with CML have begun to pursue a dose optimization strategy. Dose optimization may be considered at all stages of the entire treatment, which includes dose reduction and discontinuation of TKIs therapy. In general, reduction of the TKI dose is considered to be an important measure to reduce AEs and improve quality of life on the premise of maintaining molecular responses. Furthermore, discontinuation of TKIs therapy has been demonstrated to be feasible and safe for about half of patients with a stable optimal response and a longer duration of TKI treatment. This review focuses mainly on the latest research of dose optimization of imatinib, dasatinib, and nilotinib in CML clinical trials and real-life settings. We consider dose reduction in newly diagnosed patients, or in optimal response, or for improving AEs, either as a prelude to treatment-free remission (TFR) or as maintenance therapy in those patients unable to discontinue TKIs therapy. In addition, we also focus on discontinuation of TKIs therapy and second attempts to achieve TFR.
Collapse
Affiliation(s)
- Fang Cheng
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qiang Li
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Zheng Cui
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| | - Mei Hong
- Hubei Key Laboratory of Biological Targeted Therapy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Weiming Li
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China
| |
Collapse
|
46
|
Salvatorelli E, Minotti G, Menna P. New Targeted Drugs for Acute Myeloid Leukemia and Antifungals: Pharmacokinetic Challenges and Opportunities. Chemotherapy 2023; 68:170-182. [PMID: 37004510 DOI: 10.1159/000530447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is a life-threatening disease whose treatment is made difficult by a number of mutations or receptor overexpression in the proliferating cellular clones. Life expectancy of patients diagnosed with new, relapsed-refractory, or secondary AML has been improved by drugs targeted at such moieties. Regrettably, however, clinical use of new AML drugs is complicated by pharmacokinetic interactions with other drugs the patient is exposed to. SUMMARY The most relevant drug-drug interactions (DDI) with clinical implications build on competition for or induction/inhibition of CYP3A4, which is a versatile metabolizer of a plethora of pharmacological agents. Here, we review DDI between AML drugs and the agents used to prevent or treat invasive fungal infections (IFI). The pathophysiology of AML, characterized by functionally defective white blood cells and neutropenic/immunosuppressive effects of concomitant induction chemotherapy, can in fact increase the risk of infectious complications, with IFI causing high rates of morbidity and mortality. Triazole antifungals, such as posaconazole, are strong inhibitors of CYP3A4 and may thus cause patient's overexposure to AML drugs that are metabolized by CYP3A4. We describe potential strategies to minimize the consequences of DDI between triazole antifungals and targeted therapies for AML and the role that collaboration between clinical pharmacologists, hematologists, and clinical or laboratory microbiologists may have in these settings. KEY MESSAGES Therapeutic drug monitoring and clinical pharmacology stewardship could represent two strategies that best express multidisciplinary collaboration for improving patient management.
Collapse
Affiliation(s)
| | - Giorgio Minotti
- Department of Medicine, University Campus Bio-Medico, Rome, Italy
- Research Unit of Clinical Pharmacology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Pierantonio Menna
- Research Unit of Clinical Pharmacology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Science and Technology for Sustainable Development and One Health, Università Campus Bio-Medico di Roma, Rome, Italy
| |
Collapse
|
47
|
Abutaleb NO, Atchison L, Choi L, Bedapudi A, Shores K, Gete Y, Cao K, Truskey GA. Lonafarnib and everolimus reduce pathology in iPSC-derived tissue engineered blood vessel model of Hutchinson-Gilford Progeria Syndrome. Sci Rep 2023; 13:5032. [PMID: 36977745 PMCID: PMC10050176 DOI: 10.1038/s41598-023-32035-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 03/21/2023] [Indexed: 03/30/2023] Open
Abstract
Hutchinson-Gilford Progeria Syndrome (HGPS) is a rare, fatal genetic disease that accelerates atherosclerosis. With a limited pool of HGPS patients, clinical trials face unique challenges and require reliable preclinical testing. We previously reported a 3D tissue engineered blood vessel (TEBV) microphysiological system fabricated with iPSC-derived vascular cells from HGPS patients. HGPS TEBVs exhibit features of HGPS atherosclerosis including loss of smooth muscle cells, reduced vasoactivity, excess extracellular matrix (ECM) deposition, inflammatory marker expression, and calcification. We tested the effects of HGPS therapeutics Lonafarnib and Everolimus separately and together, currently in Phase I/II clinical trial, on HGPS TEBVs. Everolimus decreased reactive oxygen species levels, increased proliferation, reduced DNA damage in HGPS vascular cells, and improved vasoconstriction in HGPS TEBVs. Lonafarnib improved shear stress response of HGPS iPSC-derived endothelial cells (viECs) and reduced ECM deposition, inflammation, and calcification in HGPS TEBVs. Combination treatment with Lonafarnib and Everolimus produced additional benefits such as improved endothelial and smooth muscle marker expression and reduced apoptosis, as well as increased TEBV vasoconstriction and vasodilation. These results suggest that a combined trial of both drugs may provide cardiovascular benefits beyond Lonafarnib, if the Everolimus dose can be tolerated.
Collapse
Affiliation(s)
- Nadia O Abutaleb
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Leigh Atchison
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Leandro Choi
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Akhil Bedapudi
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Kevin Shores
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Yantenew Gete
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD, USA
| | - Kan Cao
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD, USA
| | - George A Truskey
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
| |
Collapse
|
48
|
Leenhardt F, Mbatchi L, Evrard A, Cupissol D, Lesage C. [Unusual association of BRAF and MEK inhibitors: Clinical response of metastatic melanoma treated with dabrafenib-cobimetinib]. Bull Cancer 2023:S0007-4551(23)00137-6. [PMID: 36966054 DOI: 10.1016/j.bulcan.2023.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 02/13/2023] [Accepted: 02/25/2023] [Indexed: 03/27/2023]
Abstract
Despite the efficacy of targeted therapies in melanoma, the management of adverse events with BRAFi and MEKi (inhibitors) is one of the limits of these treatments. Close monitoring is required to ensure efficacy and patient safety. In this case study, we report a patient treated for metastatic melanoma with an unusual and innovative combination of dabrafenib (BRAFi) and cobimetinib (MEKi), to manage pyrexia, and lead to complete remission for 19 months. This is the first case ever reported of metastatic melanoma treated with this off-label combination and characterized by the use of therapeutic drug monitoring.
Collapse
Affiliation(s)
- Fanny Leenhardt
- Institut du cancer de Montpellier, service de pharmacie, Montpellier, France; Université de Montpellier, faculté de pharmacie, laboratoire de pharmacocinétique, Montpellier, France; Université de Montpellier, institut de recherche en cancérologie de Montpellier (IRCM), Inserm U1194, Montpellier, France.
| | - Litaty Mbatchi
- Université de Montpellier, faculté de pharmacie, laboratoire de pharmacocinétique, Montpellier, France; Université de Montpellier, institut de recherche en cancérologie de Montpellier (IRCM), Inserm U1194, Montpellier, France
| | - Alexandre Evrard
- Université de Montpellier, faculté de pharmacie, laboratoire de pharmacocinétique, Montpellier, France; Université de Montpellier, institut de recherche en cancérologie de Montpellier (IRCM), Inserm U1194, Montpellier, France
| | - Didier Cupissol
- Institut du cancer de Montpellier, département d'oncologie médicale, Montpellier, France
| | - Candice Lesage
- Institut du cancer de Montpellier, département d'oncologie médicale, Montpellier, France
| |
Collapse
|
49
|
Zanchetta M, Posocco B, Gagno S, Poetto AS, Orleni M, Canil G, Guardascione M, Puglisi F, Toffoli G. A fast and validated LC-MS/MS method to quantify lenvatinib in dried blood spot. J Pharm Biomed Anal 2023; 226:115255. [PMID: 36682207 DOI: 10.1016/j.jpba.2023.115255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 01/10/2023] [Accepted: 01/14/2023] [Indexed: 01/16/2023]
Abstract
A new LC-MS/MS method for the quantification of lenvatinib (LENVA) in venous Dried Blood Spot (DBS) samples has been presented. This method is characterized by a short run time (4 min), requires a volumetric sampling of 10 µL and extraction of the entire spot to avoid hematocrit (Hct) and spot volume effects. The quantification method was successfully validated in the range of 5.00-2000 ng/mL on two different DBS filter papers (Whatman 31 ET CHR and Whatman 903) according to European Medicines Agency (EMA) and Food and Drug Administration (FDA) guidelines, European Bioanalysis Forum (EBF), and International Association of Therapeutic Drug Monitoring and Clinical Toxicology (IATDMCT) recommendations. During the validation process, the following parameters were evaluated: recovery (≥ 77% for both filter papers), absence of matrix effect, process efficiency (close to 72% for Whatman 31 ET CHR and close to 77% for Whatman 903), Hct effect (CV ≤ 6.3% and accuracy within 96-112%), linearity (r ≥ 0.998 for Whatman 31 ET CHR and r ≥ 0.999 for Whatman 903), intra- and inter-day precision (CV ≤ 8.8%) and accuracy (92.8-108%), selectivity and sensitivity, reproducibility with incurred samples reanalysis (ISR), and stability. This method was applied to quantify venous DBS samples from patients with hepatocellular carcinoma treated with LENVA enrolled in a cross-validation study (CRO-2018-83). A good correlation between LENVA plasma concentration determined by standard procedure and the new developed DBS LENVA method (R2 ≥ 0.996) has been observed.
Collapse
Affiliation(s)
- Martina Zanchetta
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy; Department of Chemical and Pharmaceutical Sciences, University of Trieste, via Licio Giorgieri 1, 34127 Trieste, Italy
| | - Bianca Posocco
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy.
| | - Sara Gagno
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy.
| | - Ariana Soledad Poetto
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy; Doctoral School in Pharmacological Sciences, University of Padua, Lgo Meneghetti 2, 35131 Padova, Italy
| | - Marco Orleni
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy; Doctoral School in Pharmacological Sciences, University of Padua, Lgo Meneghetti 2, 35131 Padova, Italy
| | - Giovanni Canil
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy
| | - Michela Guardascione
- Unit of Medical Oncology and Cancer Prevention, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy
| | - Fabio Puglisi
- Unit of Medical Oncology and Cancer Prevention, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy; Department of Medicine (DAME), University of Udine, via Palladio 8, 33100 Udine, Italy
| | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, via F. Gallini 2, 33081 Aviano, Italy
| |
Collapse
|
50
|
LC-MS/MS Application in Pharmacotoxicological Field: Current State and New Applications. Molecules 2023; 28:molecules28052127. [PMID: 36903374 PMCID: PMC10004468 DOI: 10.3390/molecules28052127] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 02/17/2023] [Accepted: 02/22/2023] [Indexed: 03/03/2023] Open
Abstract
Nowadays, it is vital to have new, complete, and rapid methods to screen and follow pharmacotoxicological and forensic cases. In this context, an important role is undoubtedly played by liquid chromatography-tandem mass spectrometry (LC-MS/MS) thanks to its advanced features. This instrument configuration can offer comprehensive and complete analysis and is a very potent analytical tool in the hands of analysts for the correct identification and quantification of analytes. The present review paper discusses the applications of LC-MS/MS in pharmacotoxicological cases because it is impossible to ignore the importance of this powerful instrument for the rapid development of pharmacological and forensic advanced research in recent years. On one hand, pharmacology is fundamental for drug monitoring and helping people to find the so-called "personal therapy" or "personalized therapy". On the other hand, toxicological and forensic LC-MS/MS represents the most critical instrument configuration applied to the screening and research of drugs and illicit drugs, giving critical support to law enforcement. Often the two areas are stackable, and for this reason, many methods include analytes attributable to both fields of application. In this manuscript, drugs and illicit drugs were divided in separate sections, with particular attention paid in the first section to therapeutic drug monitoring (TDM) and clinical approaches with a focus on central nervous system (CNS). The second section is focused on the methods developed in recent years for the determination of illicit drugs, often in combination with CNS drugs. All references considered herein cover the last 3 years, except for some specific and peculiar applications for which some more dated but still recent articles have been considered.
Collapse
|