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Puszkiel A, Bousquet G, Stanke-Labesque F, Stocco J, Decq P, Chevillard L, Goutagny S, Declèves X. A Minimal PBPK Model for Plasma and Cerebrospinal Fluid Pharmacokinetics of Trastuzumab after Intracerebroventricular Administration in Patients with HER2-Positive Brain Metastatic Localizations. Pharm Res 2023; 40:2687-2697. [PMID: 37821769 DOI: 10.1007/s11095-023-03614-w] [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: 06/20/2023] [Accepted: 09/26/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Dosing regimens of trastuzumab administered by intracerebroventricular (icv) route to patients with HER2-positive brain localizations remain empirical. The objectives of this study were to describe pharmacokinetics (PK) of trastuzumab in human plasma and cerebrospinal fluid (CSF) after simultaneous icv and intravenous (iv) administration using a minimal physiologically-based pharmacokinetic model (mPBPK) and to perform simulations of alternative dosing regimens to achieve therapeutic concentrations in CSF. METHODS Plasma and CSF PK data were collected in two patients with HER2-positive brain localizations. A mPBPK model for mAbs consisting of four compartments (tight and leaky tissues, plasma and lymph) was enriched by an additional compartment for ventricular CSF. The comparison between observed and model-predicted concentrations was evaluated using prediction error (PE). RESULTS The developed mPBPK model described plasma and CSF trastuzumab concentrations reasonably well with mean PE for plasma and CSF data of 41.8% [interquartile range, IQR = -9.48; 40.6] and 18.3% [-36.7; 60.6], respectively, for patient 1 and 11.4% [-10.8; 28.7] and 22.5% [-27.7; 77.9], respectively, for patient 2. Trastuzumab showed fast clearance from CSF to plasma with Cmin,ss of 0.56 and 0.85 mg/L for 100 and 150 mg q1wk, respectively. Repeated dosing of 100 and 150 mg q3day resulted in Cmin,ss of 10.3 and 15.4 mg/L, respectively. Trastuzumab CSF target concentrations are achieved rapidly and maintained above 60 mg/L from 7 days after a continuous perfusion at 1.0 mg/h. CONCLUSION Continuous icv infusion of trastuzumab at 1.0 mg/h could be an alternative dosing regimen to rapidly achieve intraventricular CSF therapeutic concentrations.
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Affiliation(s)
- Alicja Puszkiel
- Université Paris Cité, Inserm UMRS1144, Paris, France
- Laboratory of Pharmacology and Toxicology, Cochin University Hospital, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Guilhem Bousquet
- Oncology Department, Avicenne Hospital, Assistance Publique Hôpitaux de Paris, Paris, France
- Université Paris Cité, Inserm UMR_S942 MASCOT, Paris, France
- Université Sorbonne Paris Nord, Villetaneuse, France
| | - Françoise Stanke-Labesque
- Laboratory of Pharmacology, Toxicology and Pharmacogenetics, Grenoble-Alpes University Hospital, 38043, Grenoble, France
- Université Grenoble Alpes, HP2 INSERM U1300, Grenoble, France
| | - Jeanick Stocco
- Department of Pharmacy, Beaujon Hospital, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Philippe Decq
- Department of Neurosurgery, Beaujon University Hospital, Assistance Publique Hôpitaux de Paris, Paris, France
| | | | - Stéphane Goutagny
- Université Paris Cité, Inserm UMRS1144, Paris, France
- Department of Neurosurgery, Beaujon University Hospital, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Xavier Declèves
- Université Paris Cité, Inserm UMRS1144, Paris, France.
- Laboratory of Pharmacology and Toxicology, Cochin University Hospital, Assistance Publique Hôpitaux de Paris, Paris, France.
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Liu C, Zhao H, Wang P, Guo Z, Qu Z. The combination of circulating IgM and geriatric nutritional risk index predicts the prognostic of hepatocellular carcinoma patients who underwent immune checkpoint inhibitors. Int Immunopharmacol 2023; 123:110704. [PMID: 37506504 DOI: 10.1016/j.intimp.2023.110704] [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: 04/30/2023] [Revised: 07/22/2023] [Accepted: 07/23/2023] [Indexed: 07/30/2023]
Abstract
OBJECTIVE Immune checkpoint inhibitors (ICIs) have shown promise in hepatocellular carcinoma (HCC) treatment. With the increasing use of ICIs in cancer treatment, identifying biomarkers that can predict the prognosis of patients receiving ICIs is of great importance. We aimed to investigate the potential of circulating immunoglobulins and the combination of Geriatric Nutritional Risk Index (GNRI) with IgM to predict prognosis in patients with HCC who received ICIs. METHODS Clinical and pathological data were collected from 101 patients with HCC who were administered ICIs and underwent circulating immunoglobulin testing between January 2018 and December 2021. Survival analysis, Cox regression analysis, and nomogram construction were performed to evaluate the prognostic value of the indicators. RESULTS In the preliminary survival analysis, we observed a significant correlation between patient prognosis and IgM levels. Patients with low IgM had shorter survival times. Upon combining the GNRI with IgM, patients with low GNRI and IgM levels had shorter progression-free survival (PFS) and overall survival (OS) (P < 0.001). Additionally, GNRI-IgM had the highest area under the curve (AUC) and was identified as an independent prognostic marker in this study. The C-indices of the nomograms for PFS and OS were 0.797 (0.734-0.860) and 0.827 (0.778-0.876), respectively. CONCLUSIONS IgM was significantly associated with the prognosis of patients with HCC receiving ICIs. The combination of the GNRI with IgM provided superior prognostic value and served as an independent prognostic marker. The GNRI-IgM can be used to effectively identify patients with HCC who are responsive to ICIs.
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Affiliation(s)
- Chunxun Liu
- Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Haoran Zhao
- Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Peng Wang
- Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Zuoming Guo
- Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Zhaowei Qu
- Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang 150081, China.
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Liu D, Hu L, Shao H. Therapeutic drug monitoring of immune checkpoint inhibitors: based on their pharmacokinetic properties and biomarkers. Cancer Chemother Pharmacol 2023:10.1007/s00280-023-04541-8. [PMID: 37410155 DOI: 10.1007/s00280-023-04541-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 05/03/2023] [Indexed: 07/07/2023]
Abstract
As a new means of oncology treatment, immune checkpoint inhibitors (ICIs) can improve survival rates in patients with resistant or refractory tumors. However, there are obvious inter-individual differences in the unsatisfactory response rate, drug resistance rate and the occurrence of immune-related adverse events (irAE). These questions have sparked interest in researchers looking for a way to screen sensitive populations and predict efficacy and safety. Therapeutic drug monitoring (TDM) is a way to ensure the safety and effectiveness of medication by measuring the concentration of drugs in body fluids and adjusting the medication regimen. It has the potential to be an adjunctive means of predicting the safety and efficacy of ICIs treatment. In this review, the author outlined the pharmacokinetic (PK) characteristics of ICIs in patients. The feasibility and limitations of TDM of ICIs were discussed by summarizing the relationships between the pharmacokinetic parameters and the efficacy, toxicity and biomarkers.
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Affiliation(s)
- Dongxue Liu
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Linlin Hu
- Department of Pharmacy, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Office of Medication Clinical Institution, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Hua Shao
- Office of Medication Clinical Institution, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China.
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Akagi K, Yagishita S, Ohuchi M, Hayashi Y, Takeyasu Y, Masuda K, Shinno Y, Okuma Y, Yoshida T, Goto Y, Horinouchi H, Yamamoto N, Mukae H, Ohe Y, Hamada A. Impact of ramucirumab pharmacokinetics in combination with docetaxel on the efficacy and survival in patients with advanced non-small cell lung cancer. Lung Cancer 2023; 178:247-253. [PMID: 36913912 DOI: 10.1016/j.lungcan.2023.03.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 02/14/2023] [Accepted: 03/05/2023] [Indexed: 03/14/2023]
Abstract
OBJECTIVES Ramucirumab, an anti-vascular endothelial growth factor receptor-2 antibody, has been approved for the treatment of non-small cell lung cancer (NSCLC); however, its pharmacokinetic properties in clinical practice are unknown. We aimed to measure ramucirumab concentrations and conduct a retrospective pharmacokinetic analysis using real-world data. MATERIALS AND METHODS Patients with stage III-IV and recurrent NSCLC who received ramucirumab plus docetaxel were evaluated in this study. After the first administration, the ramucirumab trough concentration (Ctrough) was measured using liquid chromatography-mass spectrometry. Patient characteristics, adverse events, tumor response, and survival time were retrospectively extracted from medical records from August 2, 2016 to July 16, 2021. RESULTS A total of 131 patients were examined to assess serum ramucirumab concentrations. Ctrough ranged from below the lower limit of quantification (BLQ) to 48.8 µg/mL (BLQ ≤ 1st quartile (Q1) ≤ 7.34, 7.34 < 2nd quartile (Q2) ≤ 14.7, 14.7 < 3rd quartile (Q3) ≤ 21.9 and 21.9 < 4th quartile (Q4) ≤ 48.8 µg/mL). The overall response rate was significantly higher in Q2-4 than that in Q1 (p = 0.011). The median progression-free survival was marginally longer, and overall survival was significantly longer in Q2-4 (p = 0.009). The Glasgow prognostic score (GPS) in Q1 was significantly higher than in Q2-4 (p = 0.034) and associated with Ctrough (p = 0.002). CONCLUSION Patients with higher ramucirumab exposure had a high ORR and prolonged survival time, whereas patients with lower ramucirumab exposure were characterized by a high GPS and poor prognosis. Cachexia may reduce the exposure level of ramucirumab in certain patients, reducing the clinical benefits of ramucirumab treatment.
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Affiliation(s)
- Kazumasa Akagi
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan; Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - Shigehiro Yagishita
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Mayu Ohuchi
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Yoshiharu Hayashi
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Yuki Takeyasu
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Ken Masuda
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Yuki Shinno
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Yusuke Okuma
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Tatsuya Yoshida
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Noboru Yamamoto
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Hiroshi Mukae
- Department of Respiratory Medicine, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Akinobu Hamada
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
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Ohuchi M, Yagishita S, Jo H, Akagi K, Inaba Higashiyama R, Masuda K, Shinno Y, Okuma Y, Yoshida T, Goto Y, Horinouchi H, Makino Y, Yamamoto N, Ohe Y, Hamada A. Early change in the clearance of pembrolizumab reflects the survival and therapeutic response: A population pharmacokinetic analysis in real-world non-small cell lung cancer patients. Lung Cancer 2022; 173:35-42. [PMID: 36116168 DOI: 10.1016/j.lungcan.2022.08.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 08/19/2022] [Accepted: 08/26/2022] [Indexed: 10/31/2022]
Abstract
OBJECTIVES The dosing pattern of pembrolizumab is based on population pharmacokinetic (Pop-PK) analysis of clinical trials. Data for Japanese patients or patient populations with poor conditions such as cachexia are scarce. In this study, we performed a Pop-PK analysis of Japanese non-small cell lung cancer patients and analyzed the relationship between exposure, treatment effect, and survival. MATERIALS AND METHODS A total of 270 blood samples from 76 patients who received 200 mg pembrolizumab every 3 weeks between March 2017 and December 2018 were included. Blood concentrations of pembrolizumab were measured using mass spectrometry, and Pop-PK analysis was conducted using the Phoenix NLME software with a one-compartment model. RESULTS The estimated median of clearance (CL) in this analysis population was 0.104 L/day, about half of the historical data for Western data. Overall, pembrolizumab CL decreased over time, with some populations showing increased CL early in the treatment and others showing decreased CL over time. When the time-varying CL was stratified by quartile, the group with decreasing CL showed significantly better treatment response and survival than the group with increasing CL, even though the group included more patients with cachexia. Detailed analysis suggested that the patient population that responded to pembrolizumab treatment had an improved general condition and reduced protein catabolism, further decreasing CL. CONCLUSION In populations that benefit from pembrolizumab treatment, CL may be reduced early in their treatment, which may be a predictive and prognostic factor. However, further prospective validation of our findings is needed.
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Affiliation(s)
- Mayu Ohuchi
- Department of Pharmacology and Therapeutics, Fundamental Innovative Oncology Core, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan; Department of Medical Oncology and Translational Research, Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shigehiro Yagishita
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Hitomi Jo
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan; Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Kazumasa Akagi
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Ryoko Inaba Higashiyama
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Ken Masuda
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Yuki Shinno
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Yusuke Okuma
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Tatsuya Yoshida
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Yoshinori Makino
- Department of Cancer Genome Medicine, Department of Pharmacy, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka-shi, Saitama, Japan
| | - Noboru Yamamoto
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan
| | - Akinobu Hamada
- Department of Pharmacology and Therapeutics, Fundamental Innovative Oncology Core, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan; Department of Medical Oncology and Translational Research, Graduate School of Pharmaceutical Sciences, Kumamoto University, Kumamoto, Japan; Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, Japan.
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Gouez M, Delrieu L, Bouleuc C, Girard N, Raynard B, Marchal T. Association between Nutritional Status and Treatment Response and Survival in Patients Treated with Immunotherapy for Lung Cancer: A Retrospective French Study. Cancers (Basel) 2022; 14:cancers14143439. [PMID: 35884500 PMCID: PMC9322139 DOI: 10.3390/cancers14143439] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/07/2022] [Accepted: 07/13/2022] [Indexed: 02/05/2023] Open
Abstract
Simple Summary It is estimated that 73% of advanced non-small cell lung cancers (NSCLC) will become malnourished and develop cachexia which is considered as an independent prognostic factor. Therefore, this study aimed to investigate the association between nutritional assessments and (i) immunotherapy efficacy, (ii) tolerance, and (iii) survival in patients with an advanced NSCLC stage of lung cancer treated with immunotherapy. In total, 67% of the 120 patients analysed were not malnourished, 20% presented with moderate malnutrition, and 13% presented with severe malnutrition. There was no significant link between the nutritional status and the toxicity of immunotherapy. However, severe malnutrition was significantly associated with treatment efficacy and with a lower survival rate. Malnutrition appears to have a negative impact in the case of immunotherapy, in contrast to a high body mass index, which seems to be protective. In addition to confirming the benefits of early and appropriate nutritional management, research must also focus on catabolism and the uncontrolled inflammatory mechanisms. Abstract Malnutrition is associated with a greater risk of morbidity and mortality and lower tolerance to chemotherapy. Our purpose was to study the association between nutritional status and the efficiency and tolerance of immunotherapy in non-small cell lung cancer (NSCLC). Nutritional and oncological data were reported at 2 months (M2) and 4 months (M4) after the initiation of immunotherapy (M0). The influence of nutritional status at M0 was estimated with the efficacy and toxicity of immunotherapy at M2 to M4. In total, 127 patients were included in the study, and nutritional status was estimated at M0 for 120 patients: 67% were not malnourished, 20% presented with moderate malnutrition, and 13% presented with severe malnutrition. There was no significant link between the nutritional status at M0 and the toxicity of immunotherapy at M2 and M4. However, severe malnutrition was significantly associated with treatment efficacy at M2 (p = 0.04) and with a lower survival rate with an HR (Hazard Ratio) = 2.32–95% C.I: 1.13–4.75 (p = 0.02). Furthermore, a monthly decrease of 1% of the weight had an HR = 1.17–95% C.I: 1.13–1.21 (p = 0.0001). Severe malnutrition and weight loss are independent factors associated with lower survival. Studies integrating the systemic detection of sarcopenia with a closer nutritional follow-up could highlight an improvement in survival.
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Affiliation(s)
- Manon Gouez
- Department of Prevention Cancer Environment, Léon Bérard Cancer Centre, 69008 Lyon, France;
| | - Lidia Delrieu
- Residual Tumour & Response to Treatment Laboratory, RT2Lab, Translational Research Department, INSERM, U932 Immunity and Cancer, Institut Curie, Paris University, 75005 Paris, France;
| | - Carole Bouleuc
- Department of Supportive Care, Institut Curie, 75005 Paris, France;
| | - Nicolas Girard
- Institut Curie, Institut du Thorax Curie Montsouris, 75005 Paris, France;
| | - Bruno Raynard
- Department of Supportive Care, Unité Transversale de Diététique et de Nutrition Centre Gustave-Roussy, 94800 Villejuif, France;
| | - Timothée Marchal
- Department of Supportive Care, Institut Curie, 75005 Paris, France;
- Correspondence:
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