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Welter L, Zheng S, Setayesh SM, Morikado M, Agrawal A, Nevarez R, Naghdloo A, Pore M, Higa N, Kolatkar A, Thiele JA, Sharma P, Moore HCF, Richer JK, Elias A, Pienta KJ, Zurita AJ, Gross ME, Shishido SN, Hicks J, Velasco CR, Kuhn P. Cell State and Cell Type: Deconvoluting Circulating Tumor Cell Populations in Liquid Biopsies by Multi-Omics. Cancers (Basel) 2023; 15:3949. [PMID: 37568766 PMCID: PMC10417732 DOI: 10.3390/cancers15153949] [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: 06/13/2023] [Revised: 07/14/2023] [Accepted: 07/21/2023] [Indexed: 08/13/2023] Open
Abstract
Bi-directional crosstalk between the tumor and the tumor microenvironment (TME) has been shown to increase the rate of tumor evolution and to play a key role in neoplastic progression, therapeutic resistance, and a patient's overall survival. Here, we set out to use a comprehensive liquid-biopsy analysis to study cancer and specific TME cells in circulation and their association with disease status. Cytokeratin+, CD45- circulating rare cells (CRCs) from nine breast and four prostate cancer patients were characterized through morphometrics, single-cell copy number analysis, and targeted multiplexed proteomics to delineate cancer cell lineage from other rare cells originating in the TME. We show that we can detect epithelial circulating tumor cells (EPI.CTC), CTCs undergoing epithelial-to-mesenchymal transition (EMT.CTC) and circulating endothelial cells (CECs) using a universal rare event detection platform (HDSCA). Longitudinal analysis of an index patient finds that CTCs are present at the time of disease progression, while CECs are predominately present at the time of stable disease. In a small cohort of prostate and breast cancer patients, we find high inter-patient and temporal intra-patient variability in the expression of tissue specific markers such as ER, HER2, AR, PSA and PSMA and EpCAM. Our study stresses the importance of the multi-omic characterization of circulating rare cells in patients with breast and prostate carcinomas, specifically highlighting overlapping and cell type defining proteo-genomic characteristics of CTCs and CECs.
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Affiliation(s)
- Lisa Welter
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Serena Zheng
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Sonia Maryam Setayesh
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Michael Morikado
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Arushi Agrawal
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Rafael Nevarez
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Amin Naghdloo
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Milind Pore
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Nikki Higa
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Anand Kolatkar
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Jana-Aletta Thiele
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Priyanka Sharma
- University of Kansas Medical Center, Westwood, KS 66205, USA;
| | - Halle C. F. Moore
- Cleveland Clinic Taussig Cancer Institute, Cleveland, OH 44195, USA;
| | - Jennifer K. Richer
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (J.K.R.); (A.E.)
| | - Anthony Elias
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (J.K.R.); (A.E.)
| | - Kenneth J. Pienta
- The Cancer Ecology Center, Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA;
| | - Amado J. Zurita
- Department of Genitourinary Medical Oncology, MD Anderson, Houston, TX 77230, USA;
| | - Mitchell E. Gross
- Lawrence J. Ellison Institute for Transformative Medicine, Los Angeles, CA 90064, USA;
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Stephanie N. Shishido
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - James Hicks
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Carmen Ruiz Velasco
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, University of Southern California, Los Angeles, CA 90089, USA; (L.W.); (S.Z.); (S.M.S.); (M.M.); (A.A.); (R.N.); (A.N.); (M.P.); (N.H.); (A.K.); (J.-A.T.); (S.N.S.); (C.R.V.)
- Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA
- Catherine & Joseph Aresty Department of Urology, Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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Daniel Humberto Pozza, Ramon Bezerra Andrade de Mello. Treatment Sequencing Strategies in Lung Cancer. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2022; 25:323-336. [PMID: 35599008 PMCID: PMC9127753 DOI: 10.3779/j.issn.1009-3419.2022.104.01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
BACKGROUND The advances in the lung cancer screening methods and therapeutics, together with awareness towards deleterious habits, such as smoking, is increasing the overall survival with better quality of life for the patients. However, lung cancer is still one of the most common and fatal neoplasm with a high incidence and consequently burden to public health worldwide. Thus, based on guidelines and recent phases II and III clinical trials studies, this manuscript summarizes the current treatment sequencing strategies in lung cancer. METHODS A comprehensive search of related articles was performed focused on phases II and III clinical trials studies. RESULTS The lung cancer management should take into consideration the tumor characteristics, histology, molecular pathology and be discussed in a multidisciplinary team. Lung cancer treatment options comprises surgery whenever possible, radiotherapy associate with/or chemotherapy and immunotherapy as monotherapy, or combined with chemotherapy and best palliative care. CONCLUSIONS The screening predictability in more patients, smoking reduction, early diagnosis, better disease understanding and individualized, more effective and tolerable therapeutics are related to an increasing in overall survival and quality of life. In the near future improvement of personalized therapy in precision medicine is expected, enhancing new predictive biomarkers, optimal doses and optimal treatment sequencing as well as anti-cancer vaccines development.
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Affiliation(s)
- Daniel Humberto Pozza
- Department of Biomedicine, Faculty of Medicine and i3s, University of Porto, 4200-319 Porto, Portugal,Daniel Humberto Pozza, E-mail:
| | - Ramon Bezerra Andrade de Mello
- Discipline of Medical Oncology, Post-graduation Program in Medicine, Nine of July University (UNINOVE), São Paulo, Brazil./Nine of July Hospital, São Paulo, Brazil
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Nguyen THP, Kumar VB, Ponnusamy VK, Mai TTT, Nhat PT, Brindhadevi K, Pugazhendhi A. Phytochemicals intended for anticancer effects at preclinical levels to clinical practice: Assessment of formulations at nanoscale for non-small cell lung cancer (NSCLC) therapy. Process Biochem 2021. [DOI: 10.1016/j.procbio.2021.02.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Kwok WC, Lam DCL, Chiang KY, Ho JCM, Ip MSM, Tam TCC. Real world experience on maintenance chemotherapy with gemcitabine in second line setting for advanced non-small cell lung carcinoma. J Chemother 2020; 32:429-436. [PMID: 33043860 DOI: 10.1080/1120009x.2020.1829325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Maintenance chemotherapy was studied in first line setting for advanced stage non-small cell lung carcinoma (NSCLC). There has not been any data on the role of continuation maintenance chemotherapy in second line setting. A retrospective cohort study that included 226 patients with advanced stage NSCLC that received second line gemcitabine ± platinum was conducted. Patients who had continuation maintenance gemcitabine were compared with those who went on drug holiday. The primary endpoint was progression-free survival (PFS), counted from the end of induction therapy. The median PFS was significantly longer for patients who continued with maintenance gemcitabine when compared with those on drug holiday (5.6 vs 1.7 months, HR 0.392, p-value < 0.001). The overall survival was also significantly longer (21.4 vs 15.8 months, HR 0.508, p-value 0.047). There was no increase in incidence of adverse events for patients who underwent maintenance gemcitabine. Continuation maintenance therapy with gemcitabine in second line setting is a potentially feasible and safe option for patients with advanced NSCLC.
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Affiliation(s)
- Wang Chun Kwok
- Department of Medicine, Queen Mary Hospital, Pokfulam, China
| | | | - Ka Yan Chiang
- Department of Medicine, Queen Mary Hospital, Pokfulam, China
| | | | - Mary Sau Man Ip
- Department of Medicine, Queen Mary Hospital, Pokfulam, China
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Hu Z, Li M, Chen Z, Zhan C, Lin Z, Wang Q. Advances in clinical trials of targeted therapy and immunotherapy of lung cancer in 2018. Transl Lung Cancer Res 2019; 8:1091-1106. [PMID: 32010587 DOI: 10.21037/tlcr.2019.10.17] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There were many clinical studies on lung cancer in 2018. In particular, significant progress has been made in immunotherapy and targeted therapy. Whether in small cell lung cancer (SCLC) or non-small cell lung cancer (NSCLC), immune checkpoint inhibitors (ICIs) have shown good results. For patients with specific gene mutations, the new generation inhibitors also showed good results in clinical trials. In this review, we summarize the clinical trials in lung cancer in 2018 and describe the progress and prospects for lung cancer therapies.
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Affiliation(s)
- Zhengyang Hu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Ming Li
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Zhencong Chen
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Cheng Zhan
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Zongwu Lin
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Qun Wang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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Herrera M, Galindo-Pumariño C, García-Barberán V, Peña C. A Snapshot of The Tumor Microenvironment in Colorectal Cancer: The Liquid Biopsy. Int J Mol Sci 2019; 20:ijms20236016. [PMID: 31795332 PMCID: PMC6929174 DOI: 10.3390/ijms20236016] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 12/12/2022] Open
Abstract
The molecular profile of liquid biopsies is emerging as an alternative to tissue biopsies in the clinical management of malignant diseases. In colorectal cancer, significant liquid biopsy-based biomarkers have demonstrated an ability to discriminate between asymptomatic cancer patients and healthy controls. Furthermore, this non-invasive approach appears to provide relevant information regarding the stratification of tumors with different prognoses and the monitoring of treatment responses. This review focuses on the tumor microenvironment components which are detected in blood samples of colorectal cancer patients and might represent potential biomarkers. Exosomes released by tumor and stromal cells play a major role in the modulation of cancer progression in the primary tumor microenvironment and in the formation of an inflammatory pre-metastatic niche. Stromal cells-derived exosomes are involved in driving mechanisms that promote tumor growth, migration, metastasis, and drug resistance, therefore representing substantial signaling mediators in the tumor-stroma interaction. Besides, recent findings of specifically packaged exosome cargo in Cancer-Associated Fibroblasts of colorectal cancer patients identify novel exosomal biomarkers with potential clinical applicability. Furthermore, additional different signals emitted from the tumor microenvironment and also detectable in the blood, such as soluble factors and non-tumoral circulating cells, arise as novel promising biomarkers for cancer diagnosis, prognosis, and treatment response prediction. The therapeutic potential of these factors is still limited, and studies are in their infancy. However, innovative strategies aiming at the inhibition of tumor progression by systemic exosome depletion, exosome-mediated circulating tumor cell capturing, and exosome-drug delivery systems are currently being studied and may provide considerable advantages in the near future.
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Affiliation(s)
- Mercedes Herrera
- Department of Oncology-Pathology, Karolinska Institutet, 17177 Stockholm, Sweden;
| | - Cristina Galindo-Pumariño
- Medical Oncology Department, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Alcalá University, 28034 Madrid, Spain;
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), 28029 Madrid, Spain
| | - Vanesa García-Barberán
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), 28029 Madrid, Spain
- Laboratorio de Oncología Molecular, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), 28040 Madrid, Spain
- Correspondence: (V.G.-B.); (C.P.)
| | - Cristina Peña
- Medical Oncology Department, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Alcalá University, 28034 Madrid, Spain;
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), 28029 Madrid, Spain
- Correspondence: (V.G.-B.); (C.P.)
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Vasseur A, Cabel L, Tredan O, Chevrier M, Dubot C, Lorgis V, Jacot W, Goncalves A, Debled M, Levy C, Ferrero JM, Jouannaud C, Luporsi E, Mouret-Reynier MA, Dalenc F, Lemonnier J, Savignoni A, Tanguy ML, Bidard FC, Pierga JY. Prognostic value of CEC count in HER2-negative metastatic breast cancer patients treated with bevacizumab and chemotherapy: a prospective validation study (UCBG COMET). Angiogenesis 2019; 23:193-202. [PMID: 31773439 DOI: 10.1007/s10456-019-09697-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 11/16/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Proof of concept studies has reported that circulating endothelial cell (CEC) count may be associated with the outcome of HER2-negative metastatic breast cancer (mBC) patients treated by chemotherapy and the anti-VEGF antibody bevacizumab. We report the results obtained in an independent prospective validation cohort (COMET study, NCT01745757). METHODS The main baseline criteria were HER2-negative mBC, performance status 0-2 and no prior chemotherapy for metastatic disease. CECs were detected by CellSearch® from 4 ml of blood at baseline and after 4 weeks of weekly paclitaxel and bevacizumab therapy. CEC counts (considered both as a continuous variable and using the previously described 20 CEC/4 ml cutoff) were associated with clinical characteristics and progression-free survival (PFS). RESULTS CEC count was obtained in 251 patients at baseline and in 207 patients at 4 weeks. Median baseline CEC count was 22 CEC/4 ml (range 0-2231). Baseline CEC counts were associated with performance status (p = 0.02). No statistically significant change in CEC counts was observed between baseline and 4 weeks of therapy. High baseline CEC count was associated with shorter PFS in univariate and multivariate analyses (continuous: p < 0.001; dichotomized: HR 1.52, 95% CI [1.15-2.02], p = 0.004). CEC counts at 4 weeks had no prognostic impact. CONCLUSION This study confirms that CEC count may be associated with the outcome of mBC patients treated with chemotherapy and bevacizumab. However, discrepancies with previous reports in terms of both the timing of CEC count and the direction of the prognostic impact warrant further clinical investigation.
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Affiliation(s)
- Antoine Vasseur
- Department of Medical Oncology, Institut Curie, PSL Research University, 26 rue d'Ulm, 75005, Paris & Saint Cloud, France
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, PSL Research University, 26 rue d'Ulm, 75005, Paris & Saint Cloud, France.,UVSQ, Paris-Saclay University, Saint Cloud, France
| | - Olivier Tredan
- Department of Medical Oncology, Leon Berard Center, Lyon, France
| | - Marion Chevrier
- Department of Biostatistics, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Coraline Dubot
- Department of Medical Oncology, Institut Curie, PSL Research University, 26 rue d'Ulm, 75005, Paris & Saint Cloud, France
| | - Véronique Lorgis
- Department of Medical Oncology, Georges-François Leclerc Center, Dijon, France
| | - William Jacot
- Department of Medical Oncology, Institut du Cancer de Montpellier (ICM) Val d'Aurelle, Montpellier University, IRCM INSERM U1194, Montpellier, France
| | - Anthony Goncalves
- Aix-Marseille Univ, Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Department of Medical Oncology, CRCM, Marseille, France
| | - Marc Debled
- Department of Medical Oncology, Institut Bergonie, Bordeaux, France
| | - Christelle Levy
- Department of Medical Oncology, François Baclesse Center, Caen, France
| | - Jean-Marc Ferrero
- Department of Medical Oncology, Antoine Lacassagne Center, Nice, France
| | | | - Elisabeth Luporsi
- Department of Medical Oncology, ICL Alexis Vautrin, Vandoeuvre Les Nancy, France
| | | | - Florence Dalenc
- Department of Medical Oncology, Institut Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | | | - Alexia Savignoni
- Department of Biostatistics, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Marie-Laure Tanguy
- Department of Biostatistics, Institut Curie, PSL Research University, Paris & Saint Cloud, France
| | - Francois-Clement Bidard
- Department of Medical Oncology, Institut Curie, PSL Research University, 26 rue d'Ulm, 75005, Paris & Saint Cloud, France.,UVSQ, Paris-Saclay University, Saint Cloud, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, PSL Research University, 26 rue d'Ulm, 75005, Paris & Saint Cloud, France. .,Paris Descartes University, Paris, France.
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Mahmoudi S, Ghorbani M, Sabzichi M, Ramezani F, Hamishehkar H, Samadi N. Targeted hyaluronic acid-based lipid nanoparticle for apigenin delivery to induce Nrf2-dependent apoptosis in lung cancer cells. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2018.11.013] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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