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Mezquita L, Oulhen M, Aberlenc A, Deloger M, Aldea M, Honore A, Lecluse Y, Howarth K, Friboulet L, Besse B, Planchard D, Farace F. Resistance to BRAF inhibition explored through single circulating tumour cell molecular profiling in BRAF-mutant non-small-cell lung cancer. Br J Cancer 2024; 130:682-693. [PMID: 38177660 PMCID: PMC10876548 DOI: 10.1038/s41416-023-02535-0] [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: 07/02/2023] [Revised: 11/24/2023] [Accepted: 11/30/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND Resistance mechanisms to combination therapy with dabrafenib plus trametinib remain poorly understood in patients with BRAFV600E-mutant advanced non-small-cell lung cancer (NSCLC). We examined resistance to BRAF inhibition by single CTC sequencing in BRAFV600E-mutant NSCLC. METHODS CTCs and cfDNA were examined in seven BRAFV600E-mutant NSCLC patients at failure to treatment. Matched tumour tissue was available for four patients. Single CTCs were isolated by fluorescence-activated cell sorting following enrichment and immunofluorescence (Hoechst 33342/CD45/pan-cytokeratins) and sequenced for mutation and copy number-alteration (CNA) analyses. RESULTS BRAFV600E was found in 4/4 tumour biopsies and 5/7 cfDNA samples. CTC mutations were mostly found in MAPK-independent pathways and only 1/26 CTCs were BRAFV600E mutated. CTC profiles encompassed the majority of matched tumour biopsy CNAs but 72.5% to 84.5% of CTC CNAs were exclusive to CTCs. Extensive diversity, involving MAPK, MAPK-related, cell cycle, DNA repair and immune response pathways, was observed in CTCs and missed by analyses on tumour biopsies and cfDNA. Driver alterations in clinically relevant genes were recurrent in CTCs. CONCLUSIONS Resistance was not driven by BRAFV600E-mutant CTCs. Extensive tumour genomic heterogeneity was found in CTCs compared to tumour biopsies and cfDNA at failure to BRAF inhibition, in BRAFV600E-mutant NSCLC, including relevant alterations that may represent potential treatment opportunities.
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Affiliation(s)
- Laura Mezquita
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
- Medical Oncology Department, Hospital Clinic of Barcelona, Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Marianne Oulhen
- Gustave Roussy, Université Paris-Saclay, "Rare Circulating Cells" Translational Platform, CNRS UMS3655-INSERM US23 AMMICA, F-94805, Villejuif, France
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Agathe Aberlenc
- Gustave Roussy, Université Paris-Saclay, "Rare Circulating Cells" Translational Platform, CNRS UMS3655-INSERM US23 AMMICA, F-94805, Villejuif, France
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Marc Deloger
- Gustave Roussy, Université Paris-Saclay, Bioinformatics Platform, CNRS UMS3655-INSERM US23 AMMICA, F-94805, Villejuif, France
| | - Mihaela Aldea
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
| | - Aurélie Honore
- Gustave Roussy, Université Paris-Saclay, Genomic Platform, CNRS UMS3655-INSERM US23 AMMICA, F-94805, Villejuif, France
| | - Yann Lecluse
- Gustave Roussy, Université Paris-Saclay, "Flow cytometry and Imaging" Platform, CNRS UMS3655-INSERM US23AMMICA, F-94805, Villejuif, France
| | | | - Luc Friboulet
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Benjamin Besse
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
| | - David Planchard
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
| | - Françoise Farace
- Gustave Roussy, Université Paris-Saclay, "Rare Circulating Cells" Translational Platform, CNRS UMS3655-INSERM US23 AMMICA, F-94805, Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.
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2
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Das S, Dey MK, Devireddy R, Gartia MR. Biomarkers in Cancer Detection, Diagnosis, and Prognosis. SENSORS (BASEL, SWITZERLAND) 2023; 24:37. [PMID: 38202898 PMCID: PMC10780704 DOI: 10.3390/s24010037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/27/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024]
Abstract
Biomarkers are vital in healthcare as they provide valuable insights into disease diagnosis, prognosis, treatment response, and personalized medicine. They serve as objective indicators, enabling early detection and intervention, leading to improved patient outcomes and reduced costs. Biomarkers also guide treatment decisions by predicting disease outcomes and facilitating individualized treatment plans. They play a role in monitoring disease progression, adjusting treatments, and detecting early signs of recurrence. Furthermore, biomarkers enhance drug development and clinical trials by identifying suitable patients and accelerating the approval process. In this review paper, we described a variety of biomarkers applicable for cancer detection and diagnosis, such as imaging-based diagnosis (CT, SPECT, MRI, and PET), blood-based biomarkers (proteins, genes, mRNA, and peptides), cell imaging-based diagnosis (needle biopsy and CTC), tissue imaging-based diagnosis (IHC), and genetic-based biomarkers (RNAseq, scRNAseq, and spatial transcriptomics).
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Affiliation(s)
| | | | | | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, USA; (S.D.); (M.K.D.); (R.D.)
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3
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Novel Circulating Tumour Cell-Related Risk Model Indicates Prognosis and Immune Infiltration in Lung Adenocarcinoma. J Immunol Res 2022; 2022:6521290. [PMID: 35677538 PMCID: PMC9168189 DOI: 10.1155/2022/6521290] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 05/03/2022] [Indexed: 01/07/2023] Open
Abstract
Background Lung adenocarcinoma (LUAD) is the most common histological subtype of lung cancer (LC) and one of the leading causes of cancer-related death worldwide. LUAD has a low survival rate owing to tumour invasion and metastasis. Circulating tumour cells (CTCs) are precursors of distant metastasis, which are considered to adopt the characteristics of cancer stem cells (CSCs). Therefore, analysing the risk factors of LUAD from the perspective of CTCs may provide novel insights into the metastatic mechanisms and may help to develop diagnostic and therapeutic strategies. Methods A total of 447 patients from TCGA dataset were included in the training cohort, and 460 patients from the GEO dataset were included in the validation cohort. A CTC-related-gene risk model was constructed using LASSO penalty–Cox analysis, and its predictive value was further verified. Functional enrichment analysis was performed on differentially expressed genes (DEGs), followed by immune correlation analysis based on the results. In addition, western blot, CCK-8 and colony formation assays were used to validate the biological function of RAB26 in LUAD. Results A novel in-silico CTC-related-gene risk model, named the CTCR model, was constructed, which successfully divided patients into the high- and low-risk groups. The prognosis of the high-risk group was worse than that of the low-risk group. ROC analysis revealed that the risk model outperformed traditional clinical markers in predicting the prognosis of patients with LUAD. Further study demonstrated that the identified DEGs were significantly enriched in immune-related pathways. The immune score of the low-risk group was higher than that of the high-risk group. In addition, RAB26 was found to promote the proliferation of LUAD. Conclusion A prognostic risk model based on CTC-related genes was successfully constructed, and the relationship between DEGs and tumour immunity was analysed. In addition, RAB26 was found to promote the proliferation of LUAD cells.
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Perrier A, Hainaut P, Guenoun A, Nguyen DP, Lamy PJ, Guerber F, Troalen F, Denis JA, Boissan M. En marche vers une oncologie personnalisée : l’apport des techniques génomiques et de l’intelligence artificielle dans l’usage des biomarqueurs tumoraux circulants. Bull Cancer 2022; 109:170-184. [DOI: 10.1016/j.bulcan.2021.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/20/2021] [Accepted: 12/17/2021] [Indexed: 11/24/2022]
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5
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Zhang H, Yuan F, Qi Y, Liu B, Chen Q. Circulating Tumor Cells for Glioma. Front Oncol 2021; 11:607150. [PMID: 33777749 PMCID: PMC7987781 DOI: 10.3389/fonc.2021.607150] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 02/11/2021] [Indexed: 12/13/2022] Open
Abstract
Liquid biopsy has entered clinical applications for several cancers, including metastatic breast, prostate, and colorectal cancer for CTC enumeration and NSCLC for EGFR mutations in ctDNA, and has improved the individualized treatment of many cancers, but relatively little progress has been made in validating circulating biomarkers for brain malignancies. So far, data on circulating tumor cells about glioma are limited, the application of circulating tumor cells as biomarker for glioma patients has only just begun. This article reviews the research status and application prospects of circulating tumor cells in gliomas. Several detection methods and research results of circulating tumor cells about clinical research in gliomas are briefly discussed. The wide application prospect of circulating tumor cells in glioma deserves further exploration, and the research on more sensitive and convenient detection methods is necessary.
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Affiliation(s)
- Huikai Zhang
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Fanen Yuan
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yangzhi Qi
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Baohui Liu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qianxue Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China
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Brisudova A, Skarda J. Gene rearrangement detection by next-generation sequencing in patients with non-small cell lung carcinoma. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2020; 164:127-132. [PMID: 32284620 DOI: 10.5507/bp.2020.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 03/19/2020] [Indexed: 11/23/2022] Open
Abstract
Non-small cell lung carcinoma (NSCLC) is the leading cause of cancer-related deaths worldwide. Various molecular markers in NSCLC patients have been developed, including gene rearrangements, currently used in therapeutic strategies. With increasing number of these molecular biomarkers of NSCLC, there is a demand for highly efficient methods for detecting mutations and translocations in treatable targets. Those currently available U.S. Food and Drug Administration (FDA) approved approaches, for example imunohistochemisty (IHC) and fluorescence in situ hybridization (FISH), are inadequate, due to sufficient quantity of material and long time duration. Next-generation massive parallel sequencing (NGS), with the ability to perform and capture data from millions of sequencing reactions simultaneously could resolve the problem. Thanks to gradual NGS introduction into clinical laboratories, screening time should be considerably shorter, which is very important for patients with advanced NSCLC. Moreover, only a minimum sample input is needed for achieving adequate results. NGS was compared to the current detection methods of ALK, ROS1, c-RET and c-MET rearrangements in NSCLC and a significant match, between IHC, FISH and NGS results, was found. Recent available researches have been carried out on a small numbers of patients. Verifying these results on larger patients cohort is important. This review sumarizes the literature on this subject and compares current possibilities of predictive gene rearrangements detection in patients with NSCLC.
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Affiliation(s)
- Aneta Brisudova
- Department of Clinical and Molecular Pathology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Czech Republic
| | - Jozef Skarda
- Department of Clinical and Molecular Pathology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Czech Republic
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7
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Tayoun T, Faugeroux V, Oulhen M, Aberlenc A, Pawlikowska P, Farace F. CTC-Derived Models: A Window into the Seeding Capacity of Circulating Tumor Cells (CTCs). Cells 2019; 8:E1145. [PMID: 31557946 PMCID: PMC6829286 DOI: 10.3390/cells8101145] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 09/17/2019] [Accepted: 09/24/2019] [Indexed: 12/11/2022] Open
Abstract
Metastasis is the main cause of cancer-related death owing to the blood-borne dissemination of circulating tumor cells (CTCs) early in the process. A rare fraction of CTCs harboring a stem cell profile and tumor initiation capacities is thought to possess the clonogenic potential to seed new lesions. The highest plasticity has been generally attributed to CTCs with a partial epithelial-to-mesenchymal transition (EMT) phenotype, demonstrating a large heterogeneity among these cells. Therefore, detection and functional characterization of these subclones may offer insight into mechanisms underlying CTC tumorigenicity and inform on the complex biology behind metastatic spread. Although an in-depth mechanistic investigation is limited by the extremely low CTC count in circulation, significant progress has been made over the past few years to establish relevant systems from patient CTCs. CTC-derived xenograft (CDX) models and CTC-derived ex vivo cultures have emerged as tractable systems to explore tumor-initiating cells (TICs) and uncover new therapeutic targets. Here, we introduce basic knowledge of CTC biology, including CTC clusters and evidence for EMT/cancer stem cell (CSC) hybrid phenotypes. We report and evaluate the CTC-derived models generated to date in different types of cancer and shed a light on challenges and key findings associated with these novel assays.
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Affiliation(s)
- Tala Tayoun
- "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23AMMICA, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
- Faculty of Medicine, Université Paris Sud, Université Paris-Saclay, F-94270 Le Kremlin-Bicetre, France.
| | - Vincent Faugeroux
- "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23AMMICA, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
| | - Marianne Oulhen
- "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23AMMICA, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
| | - Agathe Aberlenc
- "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23AMMICA, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
| | - Patrycja Pawlikowska
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
| | - Françoise Farace
- "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23AMMICA, Gustave Roussy, Université Paris-Saclay, F-94805 Villejuif, France.
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805 Villejuif, France.
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8
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Tong B, Wang M. Circulating tumor cells in patients with lung cancer: developments and applications for precision medicine. Future Oncol 2019; 15:2531-2542. [PMID: 31339062 DOI: 10.2217/fon-2018-0548] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Lung cancer is the most common cause of cancer-related deaths, with most patients dying with distant metastases. Circulating tumor cells (CTCs) are cancer cells that have disseminated into the peripheral blood from primary or metastatic sites and present great potentials as prognostic biomarkers for guiding individualized treatment in lung cancer. To date, various methods have been developed to capture CTCs in peripheral blood, and some approaches for the detection of CTC in lung cancer have shown both high sensitivity and specificity. The CTC analyses offer much promise as a real-time 'liquid biopsy' for prognosis evaluation and therapy intervention in lung cancer. In this Review, we present and discuss the current status of CTC detection and applications in lung cancer.
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Affiliation(s)
- Bing Tong
- Lung Cancer Center, Department of Respiratory and Critical Care Medicine, China-Japan Friendship Hospital, No. 2 Yinghua Dongjie, Chaoyao District, Beijing 100029, PR China.,Peking Union Medical College, Chinese Academy of Medical Sciences, No. 1 Shuaifuyuan, Dongcheng District, Beijing 100730, PR China
| | - Mengzhao Wang
- Peking Union Medical College, Chinese Academy of Medical Sciences, No. 1 Shuaifuyuan, Dongcheng District, Beijing 100730, PR China.,Lung Cancer Center, Department of Respiratory Medicine, Peking Union Medical College Hospital, No. 1 Shuaifuyuan, Dongcheng District, Beijing 100730, PR China
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9
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Cui S, Ni Y, Zhao Y, Li Z, Xiong L, Liu J, Liang X, Jiang L. Epidermal growth factor receptor-targeted immunomagnetic liposomes for circulating tumor cell enumeration in non-small cell lung cancer treated with epidermal growth factor receptor-tyrosine kinase inhibitors. Lung Cancer 2019; 132:45-53. [DOI: 10.1016/j.lungcan.2019.04.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 04/02/2019] [Accepted: 04/04/2019] [Indexed: 01/08/2023]
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10
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EGFR and HER3 expression in circulating tumor cells and tumor tissue from non-small cell lung cancer patients. Sci Rep 2019; 9:7406. [PMID: 31092882 PMCID: PMC6520391 DOI: 10.1038/s41598-019-43678-6] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 04/27/2019] [Indexed: 12/15/2022] Open
Abstract
Although clinically relevant, the detection rates of EpCAM positive CTCs in non-small cell lung cancer (NSCLC) are surprisingly low. To find new clinically informative markers for CTC detection in NSCLC, the expression of EGFR and HER3 was first analyzed in NSCLC tissue (n = 148). A positive EGFR and HER3 staining was observed in 52.3% and 82.7% of the primary tumors, and in 62.7% and 91.2% of brain metastases, respectively. Only 3.0% of the brain metastases samples were negative for both HER3 and EGFR proteins, indicating that the majority of metastases express these ERBB proteins, which were therefore chosen for CTC enrichment using magnetic cell-separation. Enrichment based on either EGFR or HER3 detected CTCs in 37.8% of the patients, while the combination of EGFR/HER3 enrichment with the EpCAM-based CellSearch technique detected a significantly higher number of 66.7% CTC-positive patients (Cohen’s kappa = −0.280) which underlines the existence of different CTC subpopulations in NSCLC. The malignant origin of keratin-positive/CD45-negative CTC clusters and single CTCs detected after EGFR/HER3 based enrichment was documented by the detection of NSCLC-associated mutations. In conclusion, EGFR and HER3 expression in metastasized NSCLC patients have considerable value for CTC isolation plus multiple markers can provide a novel liquid biopsy approach.
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11
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Pawlikowska P, Faugeroux V, Oulhen M, Aberlenc A, Tayoun T, Pailler E, Farace F. Circulating tumor cells (CTCs) for the noninvasive monitoring and personalization of non-small cell lung cancer (NSCLC) therapies. J Thorac Dis 2019; 11:S45-S56. [PMID: 30775027 DOI: 10.21037/jtd.2018.12.80] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Growing evidences for tumor heterogeneity confirm that single-tumor biopsies frequently fail to reveal the widespread mutagenic profile of tumor. Repeated biopsies are in most cases unfeasible, especially in advanced cancers. We describe here how circulating tumor cells (CTCs) isolated from minimally invasive blood sample might inform us about intratumor heterogeneity, tumor evolution and treatment resistance. We also discuss the advances of CTCs research, most notably in molecularly selected non-small cell lung cancer (NSCLC) patients, highlighting challenges and opportunities related to personalized therapy.
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Affiliation(s)
- Patrycja Pawlikowska
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Vincent Faugeroux
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Marianne Oulhen
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Agathe Aberlenc
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Tala Tayoun
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Emma Pailler
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Françoise Farace
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
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12
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Aref AR, Campisi M, Ivanova E, Portell A, Larios D, Piel BP, Mathur N, Zhou C, Coakley RV, Bartels A, Bowden M, Herbert Z, Hill S, Gilhooley S, Carter J, Cañadas I, Thai TC, Kitajima S, Chiono V, Paweletz CP, Barbie DA, Kamm RD, Jenkins RW. 3D microfluidic ex vivo culture of organotypic tumor spheroids to model immune checkpoint blockade. LAB ON A CHIP 2018; 18:3129-3143. [PMID: 30183789 PMCID: PMC6274590 DOI: 10.1039/c8lc00322j] [Citation(s) in RCA: 173] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Microfluidic culture has the potential to revolutionize cancer diagnosis and therapy. Indeed, several microdevices are being developed specifically for clinical use to test novel cancer therapeutics. To be effective, these platforms need to replicate the continuous interactions that exist between tumor cells and non-tumor cell elements of the tumor microenvironment through direct cell-cell or cell-matrix contact or by the secretion of signaling factors such as cytokines, chemokines and growth factors. Given the challenges of personalized or precision cancer therapy, especially with the advent of novel immunotherapies, a critical need exists for more sophisticated ex vivo diagnostic systems that recapitulate patient-specific tumor biology with the potential to predict response to immune-based therapies in real-time. Here, we present details of a method to screen for the response of patient tumors to immune checkpoint blockade therapy, first reported in Jenkins et al. Cancer Discovery, 2018, 8, 196-215, with updated evaluation of murine- and patient-derived organotypic tumor spheroids (MDOTS/PDOTS), including evaluation of the requirement for 3D microfluidic culture in MDOTS, demonstration of immune-checkpoint sensitivity of PDOTS, and expanded evaluation of tumor-immune interactions using RNA-sequencing to infer changes in the tumor-immune microenvironment. We also examine some potential improvements to current systems and discuss the challenges in translating such diagnostic assays to the clinic.
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Affiliation(s)
- Amir R Aref
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
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13
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Cao Y, Green K, Quattlebaum S, Milam B, Lu L, Gao D, He H, Li N, Gao L, Hall F, Whinery M, Handley E, Ma Y, Xu T, Jin F, Xiao J, Wei M, Smith D, Bornstein S, Gross N, Pyeon D, Song J, Lu SL. Methylated genomic loci encoding microRNA as a biomarker panel in tissue and saliva for head and neck squamous cell carcinoma. Clin Epigenetics 2018; 10:43. [PMID: 29636832 PMCID: PMC5883341 DOI: 10.1186/s13148-018-0470-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 03/12/2018] [Indexed: 02/07/2023] Open
Abstract
Background To identify aberrant promoter methylation of genomic loci encoding microRNA (mgmiR) in head and neck squamous cell carcinoma (HNSCC) and to evaluate a biomarker panel of mgmiRs to improve the diagnostic accuracy of HNSCC in tissues and saliva. Methods Methylation of promoter regions of mgmiR candidates was initially screened using HNSCC and control cell lines and further selected using HNSCC and control tissues by quantitative methylation-specific PCR (qMS-PCR). We then examined a panel of seven mgmiRs for validation in an expanded cohort including 189 HNSCC and 92 non-HNSCC controls. Saliva from 86 pre-treatment HNSCC patients and 108 non-HNSCC controls was also examined using this panel of seven mgmiRs to assess the potentials of clinical utilization. Results Among the 315 screened mgmiRs, 12 mgmiRs were significantly increased in HNSCC cell lines compared to control cell lines. Seven out of the 12 mgmiRs, i.e., mgmiR9-1, mgmiR124-1, mgmiR124-2, mgmiR124-3, mgmiR129-2, mgmiR137, and mgmiR148a, were further found to significantly increase in HNSCC tumor tissues compared to control tissues. Using multivariable logistic regression with dichotomized variables, a combination of the seven mgmiRs had sensitivity and specificity of 92.6 and 92.4% in tissues and 76.7 and 86.1% in saliva, respectively. Area under the receiver operating curve for this panel was 0.97 in tissue and 0.93 in saliva. This model was validated by independent bootstrap validation and random forest analysis. Conclusions mgmiR biomarkers represent a novel and promising screening tool, and the seven-mgmiR panel is able to robustly detect HNSCC in both patient tissue and saliva. Electronic supplementary material The online version of this article (10.1186/s13148-018-0470-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yu Cao
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,2Laboratory of Precision Oncology, China Medical University School of Pharmacy, No. 77 Puhe Road, Shenyang, 110122 China
| | - Katherine Green
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Steve Quattlebaum
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Ben Milam
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Ling Lu
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Dexiang Gao
- 3Department of Biostatistics, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Hui He
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,Research Laboratory and Department of Hematology, Benxi Central Hospital, Benxi, 117000 China
| | - Ningning Li
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,Department of Medical Oncology, Peking Union Medical School Hospital, Beijing, 100730 China
| | - Liwei Gao
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,6Department of Radiation Oncology, China Japan Friendship Hospital, Beijing, China
| | - Francis Hall
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Matthew Whinery
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Elyse Handley
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Yi Ma
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,7Department of Otolaryngology, The First University Hospital of China Medical University, Shenyang, 110001 China
| | - Tao Xu
- 8Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Feng Jin
- 9Department of Surgical Oncology, The First University Hospital of China Medical University, Shenyang, 110001 China
| | - Jing Xiao
- 10Department of Oral Pathology, Dental School of Dalian Medical University, Dalian, 116044 China
| | - Minjie Wei
- 2Laboratory of Precision Oncology, China Medical University School of Pharmacy, No. 77 Puhe Road, Shenyang, 110122 China
| | - Derek Smith
- 3Department of Biostatistics, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Sophia Bornstein
- 11Department of Radiation Oncology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239 USA.,15Department of Radiation Oncology, Cornell University, New York, NY USA
| | - Neil Gross
- 12Department of Otolaryngology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239 USA.,16Department of Head and Neck Surgery, MD Anderson Cancer Center, Houston, TX USA
| | - Dohun Pyeon
- 8Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - John Song
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
| | - Shi-Long Lu
- 1Department of Otolaryngology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,2Laboratory of Precision Oncology, China Medical University School of Pharmacy, No. 77 Puhe Road, Shenyang, 110122 China.,13Department of Pathology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA.,14Department of Dermatology, University of Colorado Anschutz Medical Campus, 12700 E19th Avenue, Aurora, CO 80045 USA
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14
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Zhong CH, Tong D, Zhou ZQ, Su ZQ, Luo YL, Xing J, Bai YL, Guo SJ, Li SY. Performance evaluation of detecting circulating tumor cells and tumor cells in bronchoalveolar lavage fluid in diagnosis of peripheral lung cancer. J Thorac Dis 2018; 10:S830-S837. [PMID: 29780629 DOI: 10.21037/jtd.2017.12.125] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background To evaluate the diagnostic performances of detecting circulating tumor cells (CTCs) and tumor cells in bronchoalveolar lavage fluid (BALF) for peripheral lung cancer. Methods A total of 247 patients with lung cancer and 70 cases with benign lung disease were recruited in this study. Peripheral blood and BALF samples were collected, in which the tumor cells were enriched by negative immunomagnetic selection and detected by fluorescence in situ hybridization (FISH) of chromosome enumeration probe 8 (CEP8). The levels of tumor-associated markers (e.g., CEA, CA125, and NSE) in peripheral blood plasma were measured by using electrochemiluminescence. Results The numbers of CTCs detected in peripheral blood were significantly higher in patients with lung cancer than those with benign lung disease (5.78±0.57 vs. 1.13±0.39, Z=-8.64, P<0.01). Similarly, tumor cells count in BALF of malignancy were higher than that of benign lesions (6.76±0.89 vs. 0.89±0.23, Z=-6.254, P<0.01). However, as for patients with lung cancer and benign lung disease, the numbers of tumor cells in peripheral blood were comparable with those in BALF (both P>0.05). Detecting CTCs and tumor cells in BALF had similar areas under curves (AUC =0.871 and 0.963, respectively; P>0.05) in discriminating benign lesions from lung cancer (sensitivity 83.8% and 92.6%, specificity 86.5% and 99.9%, respectively), both of which were larger than those of NSE, CEA, and CA125 (AUC =0.564, 0.512 and 0.554, respectively; all P<0.05). The diagnostic performances of discriminating benign lesions and lung cancer in BALF and peripheral blood were both in concordance with that of histopathology (kappa values 0.662 and 0.569, respectively; both P<0.001). Conclusions Detecting tumor cells in peripheral blood and BALF may sensitive to identify benign and malignant peripheral lung lesions and be of value for early diagnosis of lung cancer.
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Affiliation(s)
- Chang-Hao Zhong
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Da Tong
- Department of Respiratory Medicine, Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou 510700, China
| | - Zi-Qing Zhou
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Zhu-Quan Su
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Yu-Long Luo
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Jia Xing
- Institute of Medical Biology, Chinese Academy of Medical Sciences, Peking Union Medical College, Kunming 650118, China
| | - Ya-Li Bai
- Institute of Medical Biology, Chinese Academy of Medical Sciences, Peking Union Medical College, Kunming 650118, China
| | - Su-Jie Guo
- Institute of Medical Biology, Chinese Academy of Medical Sciences, Peking Union Medical College, Kunming 650118, China
| | - Shi-Yue Li
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
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15
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Cui S, Zhang W, Xiong L, Pan F, Niu Y, Chu T, Wang H, Zhao Y, Jiang L. Use of capture-based next-generation sequencing to detect ALK fusion in plasma cell-free DNA of patients with non-small-cell lung cancer. Oncotarget 2018; 8:2771-2780. [PMID: 27926526 PMCID: PMC5356840 DOI: 10.18632/oncotarget.13741] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 11/23/2016] [Indexed: 12/24/2022] Open
Abstract
Capture-based next-generation sequencing (NGS) is a potentially useful diagnostic method to measure tumor tissue DNA in blood as it can identify concordant mutations between cell-free DNA (cfDNA) and primary tumor DNA in lung cancer patients. In this study, the sensitivity, specificity and accuracy of capture-based NGS for detecting ALK fusion in plasma cfDNA was assessed. 24 patients with tissue ALK-positivity and 15 who did not harbor ALK fusion were enrolled. 13 ALK-positive samples were identified by capture-based NGS among the 24 samples with tissue ALK-positivity. In addition to EML4-ALK, 2 rare fusion types (FAM179A-ALK and COL25A1-ALK) were also identified. The overall sensitivity, specificity and accuracy for all cases were 54.2%, 100% and 71.8%, respectively. For patients without distant metastasis (M0-M1a) and patients with distant metastasis (M1b), the sensitivities were 28.6% and 64.7%, respectively. In the 15 patients who received crizotinib, the estimated median PFS was 9.93 months. Thus, captured-based NGS has acceptable sensitivity and excellent specificity for the detection of ALK fusion in plasma cfDNA, especially for patients with distant metastasis. This non-invasive method is clinically feasible for detecting ALK fusion in patients with advanced-stage NSCLC who cannot undergo traumatic examinations or have insufficient tissue samples for molecular tests.
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Affiliation(s)
- Shaohua Cui
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Zhang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Liwen Xiong
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Feng Pan
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yanjie Niu
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Tianqing Chu
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Huimin Wang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yizhuo Zhao
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Liyan Jiang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
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16
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Cui S, Ye L, Wang H, Chu T, Zhao Y, Gu A, Xiong L, Shi C, Jiang L. Use of SuperARMS EGFR Mutation Detection Kit to Detect EGFR in Plasma Cell-free DNA of Patients With Lung Adenocarcinoma. Clin Lung Cancer 2017; 19:e313-e322. [PMID: 29329944 DOI: 10.1016/j.cllc.2017.12.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 11/28/2017] [Accepted: 12/17/2017] [Indexed: 01/12/2023]
Abstract
BACKGROUND The SuperARMS EGFR Mutation Detection Kit (SuperARMS) is highly selective and sensitive and able to detect 41 of the most common somatic mutations in exons 18 to 21 of the epidermal growth factor receptor gene (EGFR). It allows for the detection of 0.2% to 0.8% mutant DNA in a background of 99.8% to 99.2% normal DNA. The present study assessed the performance of SuperARMS in detecting EGFR mutations in cell-free DNA (cfDNA) samples derived from plasma in patients with advanced lung adenocarcinoma. MATERIALS AND METHODS A total of 180 patients with advanced clinical stage lung adenocarcinoma were retrospectively registered. The concordance between the EGFR mutations detected by SuperARMS and ARMS (AmoyDx EGFR 29 Mutations Detection Kit) was analyzed. RESULTS Of the 180 samples, 57 (31.7%) were positive for EGFR mutations using SuperARMS, with 38 (21.1%) positive using ARMS. For the entire cohort, the positive, negative, and overall concordance rates were 97.3% (95% confidence interval [CI], 86.2%-99.5%), 85.3% (95% CI, 78.6%-90.2%), and 87.8% (95% CI, 82.2%-91.8%), respectively. The kappa value was 0.69 (95% CI, 0.57-0.81). For the 61 treatment-naive patients and 119 previously treated patients, the kappa values were 0.59 (95% CI, 0.37-0.79) and 0.74 (95% CI, 0.60-0.87), respectively. SuperARMS identified 9 samples harboring the T790M mutation; of these, only 1 (11.1%) was detected using ARMS. CONCLUSION SuperARMS is a promising plasma-based assay for EGFR mutations, including T790M. It might be useful in advanced-stage lung adenocarcinoma patients whose tissue biopsy samples are insufficient for a traditional diagnostic EGFR assay or for patients with a poor performance status.
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Affiliation(s)
- Shaohua Cui
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lin Ye
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Huimin Wang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Tianqing Chu
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yizhuo Zhao
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Aiqin Gu
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Liwen Xiong
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Chunlei Shi
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Liyan Jiang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
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17
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Xie Z, Gao X, Cheng K, Yu L. Correlation between the presence of circulating tumor cells and the pathologic type and staging of non-small cell lung cancer during the early postoperative period. Oncol Lett 2017; 14:5825-5830. [PMID: 29113213 PMCID: PMC5661428 DOI: 10.3892/ol.2017.6910] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 07/13/2017] [Indexed: 01/04/2023] Open
Abstract
This study investigated possible correlations between the presence of circulating tumor cells (CTCs) and the pathologic types and staging of non-small cell lung cancer (NSCLC) during the early postoperative period. Sixty-nine patients with NSCLC were enrolled in the study. Clinical staging was performed by postoperative pathological examination and imaging. Multiple mRNA in situ analyses targeting specifically expressed genes were carried out to identify the presence of CTCs. Correlations between age, sex, TNM stage and pathological types with the detection rate of CTCs were also established. The results showed the positivity rate of CTCs in patients >55 years was significantly higher than that of patients <55 years (94.74 vs. 70.97%, P<0.05). There was no significant difference in the positivity rate of CTCs between male and female patients (85.71 vs. 85.29%, P>0.05). The correlations between the detection rate of epithelial type or mixed type CTCs with tumor size, lymph node metastasis and distant metastasis TNM in patients with NSCLC were not significant (P>0.05). However, higher TNM stages correlated with higher detection rates of mesenchymal CTCs (P<0.05). There were also significant differences in the detection rates of CTCs amongst the three different pathologic types (adenocarcinoma, squamous cell and large cell carcinomas) (P<0.05). Based on our results, the detection of mesenchymal CTCs during the early postoperative period can help prognosticate the recurrence and metastasis of NSCLC, which is beneficial to the development of individualized treatment strategies.
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Affiliation(s)
- Zhanqiang Xie
- Department of Cardiothoracic Surgery, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524001, P.R. China
| | - Xiaotian Gao
- Department of Cardiothoracic Surgery, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524001, P.R. China
| | - Keluo Cheng
- Department of Cardiothoracic Surgery, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524001, P.R. China
| | - Lishuang Yu
- Department of Gastroenterology, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong 524001, P.R. China
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18
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Pailler E, Faugeroux V, Oulhen M, Catelain C, Farace F. Routine clinical use of circulating tumor cells for diagnosis of mutations and chromosomal rearrangements in non-small cell lung cancer-ready for prime-time? Transl Lung Cancer Res 2017; 6:444-453. [PMID: 28904888 DOI: 10.21037/tlcr.2017.07.01] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
In non-small cell lung cancer (NSCLC), diagnosis of predictive biomarkers for targeted therapies is currently done in small tumor biopsies. However, tumor biopsies can be invasive, in some cases associated with risk, and tissue adequacy, both in terms of quantity and quality is often insufficient. The development of efficient and non-invasive methods to identify genetic alterations is a key challenge which circulating tumor cells (CTCs) have the potential to be exploited for. CTCs are extremely rare and phenotypically diverse, two characteristics that impose technical challenges and impact the success of robust molecular analysis. Here we introduce the clinical needs in this disease that mainly consist of the diagnosis of epidermal growth factor receptor (EGFR) activating alterations and anaplastic lymphoma kinase (ALK) rearrangement. We present the proof-of-concept studies that explore the detection of these genetic alterations in CTCs from NSCLC patients. Finally, we discuss steps that are still required before CTCs are routinely used for diagnosis of EGFR-mutations and ALK-rearrangements in this disease.
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Affiliation(s)
- Emma Pailler
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, F-94805, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, F-94270, Le Kremlin-Bicêtre, France
| | - Vincent Faugeroux
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, F-94805, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, F-94270, Le Kremlin-Bicêtre, France
| | - Marianne Oulhen
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, F-94805, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Cyril Catelain
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, F-94805, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Françoise Farace
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, F-94805, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, F-94270, Le Kremlin-Bicêtre, France
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19
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Pailler E, Oulhen M, Borget I, Remon J, Ross K, Auger N, Billiot F, Ngo Camus M, Commo F, Lindsay CR, Planchard D, Soria JC, Besse B, Farace F. Circulating Tumor Cells with Aberrant ALK Copy Number Predict Progression-Free Survival during Crizotinib Treatment in ALK-Rearranged Non-Small Cell Lung Cancer Patients. Cancer Res 2017; 77:2222-2230. [PMID: 28461563 DOI: 10.1158/0008-5472.can-16-3072] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 01/04/2017] [Accepted: 02/03/2017] [Indexed: 11/16/2022]
Abstract
The duration and magnitude of clinical response are unpredictable in ALK-rearranged non-small cell lung cancer (NSCLC) patients treated with crizotinib, although all patients invariably develop resistance. Here, we evaluated whether circulating tumor cells (CTC) with aberrant ALK-FISH patterns [ALK-rearrangement, ALK-copy number gain (ALK-CNG)] monitored on crizotinib could predict progression-free survival (PFS) in a cohort of ALK-rearranged patients. Thirty-nine ALK-rearranged NSCLC patients treated with crizotinib as first ALK inhibitor were recruited prospectively. Blood samples were collected at baseline and at an early time-point (2 months) on crizotinib. Aberrant ALK-FISH patterns were examined in CTCs using immunofluorescence staining combined with filter-adapted FISH after filtration enrichment. CTCs were classified into distinct subsets according to the presence of ALK-rearrangement and/or ALK-CNG signals. No significant association between baseline numbers of ALK-rearranged or ALK-CNG CTCs and PFS was observed. However, we observed a significant association between the decrease in CTC number with ALK-CNG on crizotinib and a longer PFS (likelihood ratio test, P = 0.025). In multivariate analysis, the dynamic change of CTC with ALK-CNG was the strongest factor associated with PFS (HR, 4.485; 95% confidence interval, 1.543-13.030, P = 0.006). Although not dominant, ALK-CNG has been reported to be one of the mechanisms of acquired resistance to crizotinib in tumor biopsies. Our results suggest that the dynamic change in the numbers of CTCs with ALK-CNG may be a predictive biomarker for crizotinib efficacy in ALK-rearranged NSCLC patients. Serial molecular analysis of CTC shows promise for real-time patient monitoring and clinical outcome prediction in this population. Cancer Res; 77(9); 2222-30. ©2017 AACR.
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Affiliation(s)
- Emma Pailler
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, Le Kremlin-Bicetre, France
| | - Marianne Oulhen
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France
| | - Isabelle Borget
- Gustave Roussy, Université Paris-Saclay, Department of Biostatistics and Epidemiology, Villejuif, France.,Univ Paris-Sud, Université Paris-Saclay, Faculty of Pharmacy, Châtenay-Malabry, France
| | - Jordi Remon
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - Kirsty Ross
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France
| | - Nathalie Auger
- Gustave Roussy, Université Paris-Saclay, Department of Biopathology, Villejuif, France
| | - Fanny Billiot
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France.,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France
| | - Maud Ngo Camus
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - Frédéric Commo
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France
| | - Colin R Lindsay
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France.,Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - David Planchard
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - Jean-Charles Soria
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, Le Kremlin-Bicetre, France.,Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - Benjamin Besse
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, Villejuif, France
| | - Françoise Farace
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, CNRS UMS3655 - INSERM US23 AMMICA, Villejuif, France. .,INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment," Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, Faculty of Medicine, Le Kremlin-Bicetre, France
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20
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Massard C, Oulhen M, Le Moulec S, Auger N, Foulon S, Abou-Lovergne A, Billiot F, Valent A, Marty V, Loriot Y, Fizazi K, Vielh P, Farace F. Phenotypic and genetic heterogeneity of tumor tissue and circulating tumor cells in patients with metastatic castration-resistant prostate cancer: A report from the PETRUS prospective study. Oncotarget 2016; 7:55069-55082. [PMID: 27391263 PMCID: PMC5342402 DOI: 10.18632/oncotarget.10396] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 06/17/2016] [Indexed: 12/02/2022] Open
Abstract
Molecular characterization of cancer samples is hampered by tumor tissue availability in metastatic castration-resistant prostate cancer (mCRPC) patients. We reported the results of prospective PETRUS study of biomarker assessment in paired primary prostatic tumors, metastatic biopsies and circulating tumor cells (CTCs). Among 54 mCRPC patients enrolled, 38 (70%) had biopsies containing more than 50% tumour cells. 28 (52%) patients were analyzed for both tissue samples and CTCs. FISH for AR-amplification and TMPRSS2-ERG translocation were successful in 54% and 32% in metastatic biopsies and primary tumors, respectively. By comparing CellSearch and filtration (ISET)-enrichment combined to four color immunofluorescent staining, we showed that CellSearch and ISET isolated distinct subpopulations of CTCs: CTCs undergoing epithelial-to-mesenchymal transition, CTC clusters and large CTCs with cytomorphological characteristics but no detectable markers were isolated using ISET. Epithelial CTCs detected by the CellSearch were mostly lost during the ISET-filtration. AR-amplification was detected in CellSearch-captured CTCs, but not in ISET-enriched CTCs which harbor exclusively AR gain of copies. Eighty-eight percent concordance for ERG-rearrangement was observed between metastatic biopsies and CTCs even if additional ERG-alteration patterns were detected in ISET-enriched CTCs indicating a higher heterogeneity in CTCs.Molecular screening of metastatic biopsies is achievable in a multicenter context. Our data indicate that CTCs detected by the CellSearch and the ISET-filtration systems are not only phenotypically but also genetically different. Close attention must be paid to CTC characterization since neither approach tested here fully reflects the tremendous phenotypic and genetic heterogeneity present in CTCs from mCRPC patients.
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MESH Headings
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Biopsy
- Genetic Heterogeneity
- Humans
- Male
- Middle Aged
- Neoplasm Metastasis
- Neoplastic Cells, Circulating/metabolism
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Phenotype
- Prospective Studies
- Prostate/drug effects
- Prostate/metabolism
- Prostate/pathology
- Prostatic Neoplasms, Castration-Resistant/drug therapy
- Prostatic Neoplasms, Castration-Resistant/genetics
- Prostatic Neoplasms, Castration-Resistant/pathology
- Receptors, Androgen/genetics
- Receptors, Androgen/metabolism
- Research Report
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Affiliation(s)
- Christophe Massard
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
| | - Marianne Oulhen
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
- Gustave Roussy, Université Paris-Saclay, “Circulating Tumor Cells” Translational Platform, AMMICA CNRS UMS3655 – INSERM US23, F-94805, Villejuif, France
| | - Sylvestre Le Moulec
- Hôpital d'Instruction des Armées du Val de Grâce, Department of Oncology, F-75005, Paris, France
| | - Nathalie Auger
- Gustave Roussy, Université Paris-Saclay, Department of Biopathology, F-94805, Villejuif, France
| | - Stéphanie Foulon
- Gustave Roussy, Université Paris-Saclay, Department of Biostatistics and Epidemiology, F-94805, Villejuif, France
| | - Aurélie Abou-Lovergne
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
| | - Fanny Billiot
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
- Gustave Roussy, Université Paris-Saclay, “Circulating Tumor Cells” Translational Platform, AMMICA CNRS UMS3655 – INSERM US23, F-94805, Villejuif, France
| | - Alexander Valent
- Gustave Roussy, Université Paris-Saclay, Department of Biopathology, F-94805, Villejuif, France
| | - Virginie Marty
- Gustave Roussy, Université Paris-Saclay, “Histo Cytopathology” Translational Platform, AMMICA CNRS UMS3655 – INSERM US23, F-94805, Villejuif, France
| | - Yohann Loriot
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
| | - Karim Fizazi
- Gustave Roussy, Université Paris-Saclay, Department of Medicine, F-94805, Villejuif, France
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
| | - Philippe Vielh
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
- Gustave Roussy, Université Paris-Saclay, “Circulating Tumor Cells” Translational Platform, AMMICA CNRS UMS3655 – INSERM US23, F-94805, Villejuif, France
- Gustave Roussy, Université Paris-Saclay, Department of Biopathology, F-94805, Villejuif, France
| | - Francoise Farace
- INSERM, U981 “Identification of Molecular Predictors and New Targets for Cancer Treatment”, F-94805, Villejuif, France
- Gustave Roussy, Université Paris-Saclay, “Circulating Tumor Cells” Translational Platform, AMMICA CNRS UMS3655 – INSERM US23, F-94805, Villejuif, France
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21
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Bruno R, Giordano M, Giannini R, Alì G, Puppo G, Ribechini A, Chella A, Fontanini G. Aberrant expression of anaplastic lymphoma kinase in lung adenocarcinoma: Analysis of circulating free tumor RNA using one-step reverse transcription-polymerase chain reaction. Mol Med Rep 2016; 14:2238-42. [PMID: 27430882 DOI: 10.3892/mmr.2016.5479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 06/02/2016] [Indexed: 11/06/2022] Open
Abstract
Lung adenocarcinoma patients harboring anaplastic lymphoma kinase (ALK) gene rearrangements respond well to approved ALK inhibitors. However, to date, limited evidence is available regarding whether using circulating free tumor mRNA to identify aberrant ALK expression is possible, and its feasibility remains to be clearly addressed. The present study evaluated ALK expression by a one-step reverse transcription‑polymerase chain reaction (PCR) assay on the circulating free tumor mRNA from 12 lung adenocarcinoma patients. Additionally, the present study tested for ALK rearrangements by fluorescence in situ hybridization (FISH) and immunohistochemistry. A molecular genetic characterization was performed on tumor tissues and plasma samples. Aberrant ALK expression was detected in 2/12 patients using mRNA purified from plasma specimens and the results agreed with the FISH and immunohistochemistry findings of solid biopsy samples. The detection of aberrant ALK expression on circulating free tumor RNA may be feasible using a one‑step real‑time PCR assay and may be particularly helpful when a solid biopsy sample is not available.
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Affiliation(s)
- Rossella Bruno
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, I‑56126 Pisa, Italy
| | - Mirella Giordano
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, I‑56126 Pisa, Italy
| | - Riccardo Giannini
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, I‑56126 Pisa, Italy
| | - Greta Alì
- Unit of Pathological Anatomy, University Hospital of Pisa, I‑56100 Pisa, Italy
| | - Gianfranco Puppo
- Unit of Pneumology, University Hospital of Pisa, I‑56100 Pisa, Italy
| | - Alessandro Ribechini
- Endoscopic Section of Pneumology, University Hospital of Pisa, I‑56100 Pisa, Italy
| | - Antonio Chella
- Unit of Pneumology, University Hospital of Pisa, I‑56100 Pisa, Italy
| | - Gabriella Fontanini
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, I‑56126 Pisa, Italy
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22
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Pailler E, Oulhen M, Billiot F, Galland A, Auger N, Faugeroux V, Laplace-Builhé C, Besse B, Loriot Y, Ngo-Camus M, Hemanda M, Lindsay CR, Soria JC, Vielh P, Farace F. Method for semi-automated microscopy of filtration-enriched circulating tumor cells. BMC Cancer 2016; 16:477. [PMID: 27417942 PMCID: PMC4946105 DOI: 10.1186/s12885-016-2461-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 06/27/2016] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Circulating tumor cell (CTC)-filtration methods capture high numbers of CTCs in non-small-cell lung cancer (NSCLC) and metastatic prostate cancer (mPCa) patients, and hold promise as a non-invasive technique for treatment selection and disease monitoring. However filters have drawbacks that make the automation of microscopy challenging. We report the semi-automated microscopy method we developed to analyze filtration-enriched CTCs from NSCLC and mPCa patients. METHODS Spiked cell lines in normal blood and CTCs were enriched by ISET (isolation by size of epithelial tumor cells). Fluorescent staining was carried out using epithelial (pan-cytokeratins, EpCAM), mesenchymal (vimentin, N-cadherin), leukocyte (CD45) markers and DAPI. Cytomorphological staining was carried out with Mayer-Hemalun or Diff-Quik. ALK-, ROS1-, ERG-rearrangement were detected by filter-adapted-FISH (FA-FISH). Microscopy was carried out using an Ariol scanner. RESULTS Two combined assays were developed. The first assay sequentially combined four-color fluorescent staining, scanning, automated selection of CD45(-) cells, cytomorphological staining, then scanning and analysis of CD45(-) cell phenotypical and cytomorphological characteristics. CD45(-) cell selection was based on DAPI and CD45 intensity, and a nuclear area >55 μm(2). The second assay sequentially combined fluorescent staining, automated selection of CD45(-) cells, FISH scanning on CD45(-) cells, then analysis of CD45(-) cell FISH signals. Specific scanning parameters were developed to deal with the uneven surface of filters and CTC characteristics. Thirty z-stacks spaced 0.6 μm apart were defined as the optimal setting, scanning 82 %, 91 %, and 95 % of CTCs in ALK-, ROS1-, and ERG-rearranged patients respectively. A multi-exposure protocol consisting of three separate exposure times for green and red fluorochromes was optimized to analyze the intensity, size and thickness of FISH signals. CONCLUSIONS The semi-automated microscopy method reported here increases the feasibility and reliability of filtration-enriched CTC assays and can help progress towards their validation and translation to the clinic.
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Affiliation(s)
- Emma Pailler
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, F-94270, Le Kremlin-Bicêtre, France
| | - Marianne Oulhen
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Fanny Billiot
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | | | - Nathalie Auger
- Department of Biopathology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Vincent Faugeroux
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Univ Paris Sud, Université Paris-Saclay, F-94270, Le Kremlin-Bicêtre, France
| | - Corinne Laplace-Builhé
- Imaging and Cytometry Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Benjamin Besse
- Department of Medicine, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Yohann Loriot
- Department of Medicine, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Maud Ngo-Camus
- Department of Medicine, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Merouan Hemanda
- Pathology Imaging, Leica Biosystems, F92737, Nanterre, France
| | - Colin R Lindsay
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France
| | - Jean-Charles Soria
- INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Department of Medicine, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Philippe Vielh
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France.,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France.,Department of Biopathology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Françoise Farace
- "Circulating Tumor Cells" Translational Platform AMMICA CNRS UMS3655-INSERM US23, Gustave Roussy, Université Paris-Saclay, F-94805, Villejuif, France. .,INSERM U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", F-94805, Villejuif, France. .,Univ Paris Sud, Université Paris-Saclay, F-94270, Le Kremlin-Bicêtre, France.
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