Robin Michelet

Dr. Robin Michelet

Department of Clinical Pharmacy and Biochemistry, Freie Universität Berlin, Berlin, Germany
orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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9 November 2020 in European Journal of Clinical Pharmacology
Verified
Journal Article
Open access
PDF file
AMAnna Mueller-Schoell
Anna Mueller-Schoell
SGStefanie L. Groenland
Stefanie L. Groenland
OSOliver Scherf-Clavel
Oliver Scherf-Clavel
MDMadelé van Dyk
Madelé van Dyk
WHWilhelm Huisinga
Wilhelm Huisinga
CKCharlotte Kloft
Charlotte Kloft
Purpose: This review provides an overview of the current challenges in oral targeted antineoplastic drug (OAD) dosing and outlines the unexploited value of therapeutic drug monitoring (TDM). Factors influencing the pharmacokinetic exposure in OAD therapy are depicted together with an overview of different TDM approaches. Finally, current evidence for TDM for all approved OADs is reviewed. Methods: A comprehensive literature search (covering literature published until April 2020), including primary and secondary scientific literature on pharmacokinetics and dose individualisation strategies for OADs, together with US FDA Clinical Pharmacology and Biopharmaceutics Reviews and the Committee for Medicinal Products for Human Use European Public Assessment Reports was conducted. Results: OADs are highly potent drugs, which have substantially changed treatment options for cancer patients. Nevertheless, high pharmacokinetic variability and low treatment adherence are risk factors for treatment failure. TDM is a powerful tool to individualise drug dosing, ensure drug concentrations within the therapeutic window and increase treatment success rates. After reviewing the literature for 71 approved OADs, we show that exposure-response and/or exposure-toxicity relationships have been established for the majority. Moreover, TDM has been proven to be feasible for individualised dosing of abiraterone, everolimus, imatinib, pazopanib, sunitinib and tamoxifen in prospective studies. There is a lack of experience in how to best implement TDM as part of clinical routine in OAD cancer therapy. Conclusion: Sub-therapeutic concentrations and severe adverse events are current challenges in OAD treatment, which can both be addressed by the application of TDM-guided dosing, ensuring concentrations within the therapeutic window.

3 July 2019 in Drug Metabolism Reviews
Verified
Journal Article
Closed access
JSJosefine Schulz
Josefine Schulz
FKFranziska Kluwe
Franziska Kluwe
GMGerd Mikus
Gerd Mikus
Robin MicheletRobin Michelet
Robin Michelet
CKCharlotte Kloft
Charlotte Kloft
Voriconazole, a second-generation triazole frequently used for the prophylaxis and treatment of invasive fungal infections, undergoes complex metabolism mainly involving various (polymorphic) cytochrome P450 enzymes in humans. Although high inter- and intraindividual variability in voriconazole pharmacokinetics have been observed and the therapeutic range for this compound is relatively narrow, the metabolism of voriconazole has not been fully elucidated yet. The available literature data investigating the multiple different pathways and metabolites are extremely unbalanced and thus the absolute or relative contribution of the different pathways and enzymes involved in the metabolism of voriconazole remains uncertain. Furthermore, other factors such as nonlinear pharmacokinetics caused by auto-inhibition or -induction and polymorphisms of the metabolizing enzymes hinder safe and effective voriconazole dosing in clinical practice and have not yet been studied sufficiently. This review aimed at amalgamating the available literature on the pharmacokinetics of voriconazole in vitro and in vivo, with a special focus on metabolism in adults and children, in order to congregate an overall landscape of the current body of knowledge and identify knowledge gaps, opening the way towards further research in order to foster the understanding, towards better therapeutic dosing decisions.

17 October 2020 in Clinical Pharmacology & Therapeutics
Verified
Journal Article
Open access
PDF file
FKFranziska Kluwe
Franziska Kluwe
Robin MicheletRobin Michelet
Robin Michelet
AMAnna Mueller‐Schoell
Anna Mueller‐Schoell
CMCorinna Maier
Corinna Maier
LKLena Klopp‐Schulze
Lena Klopp‐Schulze
CKCharlotte Kloft
Charlotte Kloft
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3 June 2021 in Cancers
Verified
Journal Article
Open access
PDF file
AMAnna Mueller-Schoell
Anna Mueller-Schoell
NPNahum Puebla-Osorio
Nahum Puebla-Osorio
Robin MicheletRobin Michelet
Robin Michelet
Michael GreenMichael Green
Michael Green
AKAnnette Künkele
Annette Künkele
CKCharlotte Kloft
Charlotte Kloft
Chimeric antigen receptor (CAR)-T cell therapy has revolutionized treatment of relapsed/refractory non-Hodgkin lymphoma (NHL). However, since 36–60% of patients relapse, early response prediction is crucial. We present a novel population quantitative systems pharmacology model, integrating literature knowledge on physiology, immunology, and adoptive cell therapy together with 133 CAR-T cell phenotype, 1943 cytokine, and 48 metabolic tumor measurements. The model well described post-infusion concentrations of four CAR-T cell phenotypes and CD19+ metabolic tumor volume over 3 months after CAR-T cell infusion. Leveraging the model, we identified a low expansion subpopulation with significantly lower CAR-T cell expansion capacities amongst 19 NHL patients. Together with two patient-/therapy-related factors (autologous stem cell transplantation, CD4+/CD8+ T cells), the low expansion subpopulation explained 2/3 of the interindividual variability in the CAR-T cell expansion capacities. Moreover, the low expansion subpopulation had poor prognosis as only 1/4 of the low expansion subpopulation compared to 2/3 of the reference population were still alive after 24 months. We translated the expansion capacities into a clinical composite score (CCS) of ‘Maximum naïve CAR-T cell concentrations/Baseline tumor burden’ ratio and propose a CCSTN-value > 0.00136 (cells·µL−1·mL−1 as predictor for survival. Once validated in a larger cohort, the model will foster refining survival prediction and solutions to enhance NHL CAR-T cell therapy response.

9 February 2018 in Current Pharmaceutical Design
Verified
Journal Article
Closed access
PDF file
Robin MicheletRobin Michelet
Robin Michelet
JBJan Van Bocxlaer
Jan Van Bocxlaer
AVAn Vermeulen
An Vermeulen
Introduction: The neonatal population remains one of the populations in which appropriate dosing regimens are still lacking, resulting in a large off-label or unlicensed use. Clinical research in these small infants remains a challenge, which sparks the need for modeling and simulation as an additional tool for neonatal drug research. Methods: The use of physiologically based pharmacokinetic modeling in preterm and term neonates is investigated. Results: Throughout the last decade, the use of this modeling technique in this vulnerable population has received increased attention, but still many knowledge gaps exist. Firstly, an overview of the top-down, bottom-up and middle-out approach is given, and then these different modeling tools regarding feasibility and appropriate use are compared. The challenges in applying PBPK to this young population are highlighted and possible solutions are presented. Examples of applications were found in literature and a preference for the combination of a pure bottom-up approach with clinical data (the “middle-out” approach) was detected. Conclusion: Perspectives to further apply this powerful modeling methodology in this population are described in order to become ‘the tool’ for the design of First-in-Human and First-in-Neonate trials, and the individualization of dosing in these therapeutic orphans.

25 July 2015 in The AAPS Journal
Verified
Journal Article
Closed access
PDF file
HTHuybrecht T’jOllyn
Huybrecht T’jOllyn
JSJan Snoeys
Jan Snoeys
AVAn Vermeulen
An Vermeulen
Robin MicheletRobin Michelet
Robin Michelet
FCFilip Cuyckens
Filip Cuyckens
KBKoen Boussery
Koen Boussery