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Rysz MA, Schäfer AM, Kinzi J, Paloumpis N, In-Albon K, Schmidlin S, Seibert I, Ricklin D, Meyer Zu Schwabedissen HE. Erlotinib-A substrate and inhibitor of OATP2B1: pharmacokinetics and CYP3A-mediated metabolism in rSlco2b1 -/- and SLCO2B1 +/+ rats. Drug Metab Dispos 2025; 53:100069. [PMID: 40239314 DOI: 10.1016/j.dmd.2025.100069] [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: 09/04/2024] [Revised: 03/14/2025] [Accepted: 03/14/2025] [Indexed: 04/18/2025] Open
Abstract
The tyrosine kinase inhibitor erlotinib is recognized as a substrate of cytochrome P450 enzymes and drug transporters. Indeed, erlotinib's extensive metabolism to the active metabolite OSI-420 (desmethyl erlotinib) mainly involves CYP3A enzymes. Additionally, erlotinib is assumed to interact with the organic anion transporting polypeptide (OATP)2B1. In this study, we aimed to investigate the role of human OATP2B1 in erlotinib's metabolism through in vitro and in vivo experiments. Using Madin-Darby canine kidney cells expressing human OATP2B1 for competitive counterflow experiments, we confirmed erlotinib as inhibitor and substrate of the transporter. Moreover, in vitro transport experiments revealed higher cellular accumulation of erlotinib at pH 5.5 than that at pH 7.4. Pharmacokinetic evaluation of orally administered erlotinib in male SLCO2B1+/+ and rSlco2b1-/- rats revealed that the human OATP2B1 does not significantly alter serum levels of erlotinib or its main metabolite OSI-420, although we observed a longer mean residence time of the metabolite in humanized rats. Although there was no difference in the OSI-420:erlotinib ratio over time in SLCO2B1+/+ and rSlco2b1-/- rats, we assessed the role of CYP3A1 and CYP3A2 in the metabolism of erlotinib. In vitro experiments showed a contribution of both enzymes to the formation of OSI-420. For CYP3A1, we found significantly higher expression in liver microsomes of male SLCO2B1+/+ rats, while the knockout genotype showed significantly higher levels of CYP3A2. However, these differences did not affect the systemic exposure of erlotinib or OSI-420 in the rats. Our findings provide further insight into the role of OATP2B1 in the disposition of orally administered erlotinib. SIGNIFICANCE STATEMENT: This study confirms that erlotinib is a substrate of the human organic anion transporting polypeptide 2B1 transporter in vitro. In vivo experiments in rat models, however, showed no significant impact of organic anion transporting polypeptide 2B1 on the systemic exposure of erlotinib or its metabolite, OSI-420. Despite variations in CYP3A enzyme expression in SLCO2B1+/+ rats, the OSI-420:erlotinib ratio remained unchanged. Although SLCO2B1+/+ rats exhibited a longer mean residence time for OSI-420, this did not significantly alter overall exposure in orally treated animals.
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Affiliation(s)
- Marta A Rysz
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Anima M Schäfer
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Jonny Kinzi
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Nikolaos Paloumpis
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Katja In-Albon
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Seraina Schmidlin
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Isabell Seibert
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Daniel Ricklin
- Molecular Pharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
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Kinzi J, Hussner J, Seibert I, Vythilingam M, Vonwyl C, Gherardi C, Detampel P, Schwardt O, Ricklin D, Meyer Zu Schwabedissen HE. Impact of OATP2B1 on Pharmacokinetics of Atorvastatin Investigated in rSlco2b1-Knockout and SLCO2B1-Knockin Rats. Drug Metab Dispos 2024; 52:957-965. [PMID: 39038952 DOI: 10.1124/dmd.124.001686] [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: 02/02/2024] [Revised: 06/05/2024] [Accepted: 06/21/2024] [Indexed: 07/24/2024] Open
Abstract
The organic anion transporting polypeptide (OATP) 2B1 is considered an emerging drug transporter that is found expressed in pharmacokinetically relevant organs such as the liver, small intestine, and kidney. Despite its interaction with various substrate drugs, the understanding of its in vivo relevance is still limited. In this study, we first validated the interaction of atorvastatin with rat OATP2B1 using transiently transfected HeLa cells. Moreover, we characterized our rSlco2b1-knockout and SLCO2B1-knockin rats for mRNA, protein expression, and localization of OATP2B1 in the liver, small intestine, and kidney. The transporter showed the highest expression in the liver followed by the small intestine. In humanized rats, human OATP2B1 is localized on the sinusoidal membrane of hepatocytes. In enterocytes of wild-type and humanized rats, the transporter was detected in the luminal membrane with the vast majority being localized subapical. Subsequently, we assessed atorvastatin pharmacokinetics in male wild-type, rSlco2b1-knockout, and SLCO2B1-knockin rats after a single-dose administration (orally and intravenously). Investigating the contribution of rat OATP2B1 or human OATP2B1 to oral atorvastatin pharmacokinetics revealed no differences in concentration-time profiles or pharmacokinetic parameters. However, when comparing the pharmacokinetics of atorvastatin after intravenous administration in SLCO2B1-humanized rats and knockout animals, notable differences were observed. In particular, the systemic exposure (area under the curve) decreased by approximately 40% in humanized animals, whereas the clearance was 57% higher in animals expressing human OATP2B1. These findings indicate that human OATP2B1 influences pharmacokinetics of atorvastatin after intravenous administration, most likely by contributing to the hepatic uptake. SIGNIFICANCE STATEMENT: Wild-type, rSlco2b1-knockout, and SLCO2B1-humanized Wistar rats were characterized for the expression of rat and human SLCO2B1/OATP2B1. Pharmacokinetic studies of atorvastatin over 24 hours were conducted in male wild-type, rSlco2b1-knockout, and SLCO2B1-humanized rats. After a single-dose intravenous administration, a lower systemic exposure and an increase in clearance were observed in SLCO2B1-humanized rats compared with knockout animals indicating a contribution of OATP2B1 to the hepatic clearance.
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Affiliation(s)
- Jonny Kinzi
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Janine Hussner
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Isabell Seibert
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Mirubagini Vythilingam
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Celina Vonwyl
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Clarisse Gherardi
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Pascal Detampel
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Oliver Schwardt
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Daniel Ricklin
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Henriette E Meyer Zu Schwabedissen
- Biopharmacy (J.K., J.H., I.S., M.V., C.V., C.G., H.E.M.z.S.), Pharmaceutical Technology (P.D.), and Molecular Pharmacy (O.S., D.R.), Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
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Rysz M, Schäfer AM, Paloumpis N, Kinzi J, Brecht K, Seibert I, Schmidlin S, In-Albon K, Ricklin D, Meyer Zu Schwabedissen HE. Humanization of SLCO2B1 in Rats Increases rCYP3A1 Protein Expression but Not the Metabolism of Erlotinib to OSI-420. J Pharmacol Exp Ther 2024; 389:87-95. [PMID: 38448247 DOI: 10.1124/jpet.123.001884] [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: 11/16/2023] [Revised: 01/19/2024] [Accepted: 02/06/2024] [Indexed: 03/08/2024] Open
Abstract
The organic anion transporting polypeptide (OATP)2B1 [(gene: solute carrier organic anion transporter family member 2B1 (SLCO2B1)] is an uptake transporter that facilitates cellular accumulation of its substrates. Comparison of SLCO2B1+/+ knockin and rSlco2b1-/- knockout rats showed a higher expression of rCYP3A1 in the humanized animals. We hypothesize that humanization of OATP2B1 not only affects cellular uptake but also metabolic activity. To further investigate this hypothesis, we used SLCO2B1+/+ and rSlco2b1-/ - rats and the OATP2B1 and rCYP3A1 substrate erlotinib, which is metabolized to OSI-420, for in vivo and ex vivo experiments. One hour after administration of a single dose of erlotinib, the knockin rats exhibited significantly lower erlotinib serum levels, but no change was observed in metabolite concentration or the OSI-420/erlotinib ratio. Similar results were obtained for liver tissue levels comparing SLCO2B1+/+ and rSlco2b1-/- rats. Liver microsomes isolated from the erlotinib-treated animals were characterized ex vivo for rCYP3A activity using testosterone, showing higher activity in the knockin rats. The contrary was observed when microsomes isolated from treatment-naïve animals were assessed for the metabolism of erlotinib to OSI-420. The latter is in contrast to the higher rCYP3A1 protein amount observed by western blot analysis in rat liver lysates and liver microsomes isolated from untreated rats. In summary, rats humanized for OATP2B1 showed higher expression of rCYP3A1 in liver and reduced serum levels of erlotinib but no change in the OSI-420/erlotinib ratio despite a lower OSI-420 formation in isolated liver microsomes. Studies with CYP3A-specific substrates are warranted to evaluate whether humanization affects not only rCYP3A1 expression but also metabolic activity in vivo. SIGNIFICANCE STATEMENT: Humanization of rats for the organic anion transporting polypeptide (OATP)2B1 increases rCYP3A1 expression and activity in liver. Using the OATP2B1/CYP3A-substrate erlotinib to assess the resulting phenotype, we observed lower erlotinib serum and liver concentrations but no impact on the liver/serum ratio. Moreover, there was no difference in the OSI-420/erlotinib ratio comparing humanized and knockout rats, suggesting that OSI-420 is not applicable to monitor differences in rCYP3A1 expression as supported by data from ex vivo experiments with rat liver microsomes.
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Affiliation(s)
- Marta Rysz
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Anima M Schäfer
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Nikolaos Paloumpis
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Jonny Kinzi
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Karin Brecht
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Isabell Seibert
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Seraina Schmidlin
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Katja In-Albon
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Daniel Ricklin
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
| | - Henriette E Meyer Zu Schwabedissen
- Biopharmacy, Department of Pharmaceutical Sciences (M.R., A.M.S., N.P., J.K., K.B., I.S., S.S., K.I.-A., H.E.M.Z.S.) and Molecular Pharmacy, Department of Pharmaceutical Sciences (D.R.), University of Basel, Basel, Switzerland
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4
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Kinzi J, Hussner J, Schäfer AM, Treyer A, Seibert I, Tillmann A, Mueller V, Gherardi C, Vonwyl C, Hamburger M, Meyer Zu Schwabedissen HE. Influence of Slco2b1-knockout and SLCO2B1-humanization on coproporphyrin I and III levels in rats. Br J Pharmacol 2024; 181:36-53. [PMID: 37533302 DOI: 10.1111/bph.16205] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 03/15/2023] [Accepted: 07/20/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND AND PURPOSE Coproporphyrin (CP) I and III are byproducts of haem synthesis currently investigated as biomarkers for drug-drug interactions involving hepatic organic anion transporting polypeptide (OATP) 1B transporters. Another hepatically expressed OATP-member is OATP2B1. The aim of this study was to test the impact of OATP2B1, which specifically transports CPIII, on CP serum levels, applying novel rat models. EXPERIMENTAL APPROACH CPIII transport kinetics and the interplay between OATP2B1 and multidrug resistance-associated proteins (MRPs) were determined in vitro using the vTF7 expression system. Novel rSlco2b1-/- and SLCO2B1+/+ rat models were characterized for physiological parameters and for CP serum levels. Hepatic and renal expression of transporters involved in CP disposition were determined by real-time qPCR, Western blot analysis, and immunohistochemistry. KEY RESULTS In vitro experiments revealed differences in transport kinetics comparing human and rat OATP2B1 and showed a consistent, species-specific interplay with hMRP3/rMRP3. Deletion of rOATP2B1 was associated with a trend towards lower CPI serum levels compared with wildtype rats, while CPIII remained unchanged. Comparing SLCO2B1+/+ with knockout rats revealed an effect of sex: only in females the genetic modification influenced CP serum levels. Analysis of hepatic and renal transporters revealed marginal, but in part, statistically significant differences in rMRP2 abundance, which may contribute to the observed changes in CP serum levels. CONCLUSION AND IMPLICATIONS Our findings support that factors other than OATP1B transporters are of relevance for basal CP levels. Only in female rats, humanization of SLCO2B1 affects basal CPI and CPIII serum levels, despite isomer selectivity of OATP2B1.
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Affiliation(s)
- Jonny Kinzi
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Janine Hussner
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Anima M Schäfer
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Andrea Treyer
- Pharmaceutical Biology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Isabell Seibert
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Annika Tillmann
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Vanessa Mueller
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Clarisse Gherardi
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Celina Vonwyl
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Matthias Hamburger
- Pharmaceutical Biology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
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Marie S, Hernández-Lozano I, Le Vée M, Breuil L, Saba W, Goislard M, Goutal S, Truillet C, Langer O, Fardel O, Tournier N. Pharmacokinetic Imaging Using 99mTc-Mebrofenin to Untangle the Pattern of Hepatocyte Transporter Disruptions Induced by Endotoxemia in Rats. Pharmaceuticals (Basel) 2022; 15:ph15040392. [PMID: 35455390 PMCID: PMC9028474 DOI: 10.3390/ph15040392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/09/2022] [Accepted: 03/19/2022] [Indexed: 02/04/2023] Open
Abstract
Endotoxemia-induced inflammation may impact the activity of hepatocyte transporters, which control the hepatobiliary elimination of drugs and bile acids. 99mTc-mebrofenin is a non-metabolized substrate of transporters expressed at the different poles of hepatocytes. 99mTc-mebrofenin imaging was performed in rats after the injection of lipopolysaccharide (LPS). Changes in transporter expression were assessed using quantitative polymerase chain reaction of resected liver samples. Moreover, the particular impact of pharmacokinetic drug–drug interactions in the context of endotoxemia was investigated using rifampicin (40 mg/kg), a potent inhibitor of hepatocyte transporters. LPS increased 99mTc-mebrofenin exposure in the liver (1.7 ± 0.4-fold). Kinetic modeling revealed that endotoxemia did not impact the blood-to-liver uptake of 99mTc-mebrofenin, which is mediated by organic anion-transporting polypeptide (Oatp) transporters. However, liver-to-bile and liver-to-blood efflux rates were dramatically decreased, leading to liver accumulation. The transcriptomic profile of hepatocyte transporters consistently showed a downregulation of multidrug resistance-associated proteins 2 and 3 (Mrp2 and Mrp3), which mediate the canalicular and sinusoidal efflux of 99mTc-mebrofenin in hepatocytes, respectively. Rifampicin effectively blocked both the Oatp-mediated influx and the Mrp2/3-related efflux of 99mTc-mebrofenin. The additive impact of endotoxemia and rifampicin led to a 3.0 ± 1.3-fold increase in blood exposure compared with healthy non-treated animals. 99mTc-mebrofenin imaging is useful to investigate disease-associated change in hepatocyte transporter function.
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Affiliation(s)
- Solène Marie
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
- Faculté de Pharmacie, Université Paris-Saclay, 92296 Châtenay-Malabry, France
- AP-HP, Université Paris-Saclay, Hôpital Bicêtre, Pharmacie Clinique, 94270 Le Kremlin Bicêtre, France
| | | | - Marc Le Vée
- Univ. Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)-UMR_S 1085, 35043 Rennes, France
| | - Louise Breuil
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
| | - Wadad Saba
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
| | - Maud Goislard
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
| | - Sébastien Goutal
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
| | - Charles Truillet
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
| | - Oliver Langer
- Department of Clinical Pharmacology, Medical University of Vienna, 1090 Vienna, Austria
| | - Olivier Fardel
- Univ. Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)-UMR_S 1085, 35043 Rennes, France
| | - Nicolas Tournier
- Université Paris-Saclay, CEA, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale Multimodale, BIOMAPS, Service Hospitalier Frédéric Joliot, 4 Place du Général Leclerc, 91401 Orsay, France
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