1
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Ke H, Kao S, van Zandwijk N, Rasko JEJ, Yeo D. Circulating tumor cell detection may offer earlier diagnosis in patients suspected of asbestos-related lung cancer. Lung Cancer 2024; 192:107829. [PMID: 38810528 DOI: 10.1016/j.lungcan.2024.107829] [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: 02/13/2024] [Accepted: 05/21/2024] [Indexed: 05/31/2024]
Abstract
Asbestos-Related Lung Cancer (ARLC) presents ongoing diagnostic challenges despite improved imaging technologies. The long latency period, coupled with limited access to occupational and environmental data along with the confounding effects of smoking and other carcinogens adds complexity to the diagnostic process. Compounding these challenges is the absence of a specific histopathologic or mutational signature of ARLC. A correlation between PD-L1 expression and response to immune checkpoint inhibition has not yet been proven. Thus, new biomarkers are needed to allow accurate diagnoses of ARLC, to enable prognostication and to offer personalized treatments. Liquid biopsies, encompassing circulating DNA and circulating tumor cells (CTCs), have gained attention as novel diagnostic methods in lung cancer to screen high-risk populations including those exposed to asbestos. CTCs can be enumerated and molecularly profiled to provide predictive and prognostic information. CTC studies have not been undertaken in populations at risk of ARLC to date. The potential of CTCs to provide real-time molecular insight into ARLC biology may significantly improve the diagnosis and management of ARLC patients.
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Affiliation(s)
- Helen Ke
- Li Ka Shing Cell & Gene Therapy Program, The University of Sydney, Camperdown, 2050 NSW, Australia; Precision Oncology Laboratory, Gene and Stem Cell Therapy Program, Centenary Institute, The University of Sydney, Camperdown, 2050 NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Camperdown, 2050 NSW, Australia; Medical Oncology, Chris O'Brien Lifehouse, NSW 2050 Camperdown, Australia
| | - Steven Kao
- Faculty of Medicine and Health, The University of Sydney, Camperdown, 2050 NSW, Australia; Medical Oncology, Chris O'Brien Lifehouse, NSW 2050 Camperdown, Australia; Asbestos Diseases Research Institute, NSW 2139 Concord, Australia
| | - Nico van Zandwijk
- Faculty of Medicine and Health, The University of Sydney, Camperdown, 2050 NSW, Australia; Cell and Molecular Therapies, Royal Prince Alfred Hospital, Sydney Local Health District (SLHD), Camperdown, 2050 NSW, Australia
| | - John E J Rasko
- Li Ka Shing Cell & Gene Therapy Program, The University of Sydney, Camperdown, 2050 NSW, Australia; Precision Oncology Laboratory, Gene and Stem Cell Therapy Program, Centenary Institute, The University of Sydney, Camperdown, 2050 NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Camperdown, 2050 NSW, Australia; Cell and Molecular Therapies, Royal Prince Alfred Hospital, Sydney Local Health District (SLHD), Camperdown, 2050 NSW, Australia.
| | - Dannel Yeo
- Li Ka Shing Cell & Gene Therapy Program, The University of Sydney, Camperdown, 2050 NSW, Australia; Precision Oncology Laboratory, Gene and Stem Cell Therapy Program, Centenary Institute, The University of Sydney, Camperdown, 2050 NSW, Australia; Faculty of Medicine and Health, The University of Sydney, Camperdown, 2050 NSW, Australia; Cell and Molecular Therapies, Royal Prince Alfred Hospital, Sydney Local Health District (SLHD), Camperdown, 2050 NSW, Australia.
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2
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McClurg DP, Sanghera C, Mukherjee S, Fitzgerald RC, Jones CM. A systematic review of circulating predictive and prognostic biomarkers to aid the personalised use of radiotherapy in the radical treatment of patients with oesophageal cancer. Radiother Oncol 2024; 195:110224. [PMID: 38479442 DOI: 10.1016/j.radonc.2024.110224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND The availability of circulating biomarkers that are predictive of treatment response or prognostic of overall outcome could enable the personalised and adaptive use of radiotherapy (RT) in patients with oesophageal adenocarcinoma (OAC) and squamous cell carcinoma (OSCC). METHODS A systematic review was carried out following Preferred Reporting Items for Systematic Reviews guidance. Medline, EMBASE, PubMed, Cochrane Library, CINAHL, Scopus and the Web of Science databases were searched for studies published between January 2005-February 2023 relating to circulating biomarkers evaluated in the context of neoadjuvant or definitive RT delivered for OAC/OSCC. Study quality was assessed using predefined criteria. RESULTS A total of 3012 studies were screened and 57 subsequently included, across which 61 biomarkers were reported. A majority (43/57,75.4%) of studies were of Asian origin and retrospective (40/57, 70.2%), with most (52/57, 91.2%) biomarkers reported in the context of patients with OSCC. There was marked inter-study heterogeneity in patient populations, treatment characteristics, biomarker measurement and the cut points used to define biomarker positivity. Nevertheless, there is evidence for the prognostic and predictive value of circulating tumour DNA and numerous miRNAs in OAC and OSCC, as well as for the prognostic and predictive value of circulating levels of CYFRA21.1 in OSCC. CONCLUSIONS There is consistent evidence for the potential predictive and prognostic value of a small number of biomarkers in OSCC and OAC, though these data are insufficient for translation to current clinical practice. Well-designed prospective studies are now required to validate their role in stratified and personalised RT treatment approaches.
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Affiliation(s)
- Dylan P McClurg
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Chandan Sanghera
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Somnath Mukherjee
- Churchill Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | | | - Christopher M Jones
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK; Department of Oncology, University of Cambridge, Cambridge, UK.
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3
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Heussner RT, Whalen RM, Anderson A, Theison H, Baik J, Gibbs S, Wong MH, Chang YH. Quantitative image analysis pipeline for detecting circulating hybrid cells in immunofluorescence images with human-level accuracy. Cytometry A 2024; 105:345-355. [PMID: 38385578 PMCID: PMC11217923 DOI: 10.1002/cyto.a.24826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 01/10/2024] [Accepted: 01/24/2024] [Indexed: 02/23/2024]
Abstract
Circulating hybrid cells (CHCs) are a newly discovered, tumor-derived cell population found in the peripheral blood of cancer patients and are thought to contribute to tumor metastasis. However, identifying CHCs by immunofluorescence (IF) imaging of patient peripheral blood mononuclear cells (PBMCs) is a time-consuming and subjective process that currently relies on manual annotation by laboratory technicians. Additionally, while IF is relatively easy to apply to tissue sections, its application to PBMC smears presents challenges due to the presence of biological and technical artifacts. To address these challenges, we present a robust image analysis pipeline to automate the detection and analysis of CHCs in IF images. The pipeline incorporates quality control to optimize specimen preparation protocols and remove unwanted artifacts, leverages a β-variational autoencoder (VAE) to learn meaningful latent representations of single-cell images, and employs a support vector machine (SVM) classifier to achieve human-level CHC detection. We created a rigorously labeled IF CHC data set including nine patients and two disease sites with the assistance of 10 annotators to evaluate the pipeline. We examined annotator variation and bias in CHC detection and provided guidelines to optimize the accuracy of CHC annotation. We found that all annotators agreed on CHC identification for only 65% of the cells in the data set and had a tendency to underestimate CHC counts for regions of interest (ROIs) containing relatively large amounts of cells (>50,000) when using the conventional enumeration method. On the other hand, our proposed approach is unbiased to ROI size. The SVM classifier trained on the β-VAE embeddings achieved an F1 score of 0.80, matching the average performance of human annotators. Our pipeline enables researchers to explore the role of CHCs in cancer progression and assess their potential as a clinical biomarker for metastasis. Further, we demonstrate that the pipeline can identify discrete cellular phenotypes among PBMCs, highlighting its utility beyond CHCs.
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Affiliation(s)
- Robert T. Heussner
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
| | - Riley M. Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Ashley Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Heather Theison
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
| | - Joseph Baik
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
| | - Summer Gibbs
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
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4
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Ali AM, Raza A. scRNAseq and High-Throughput Spatial Analysis of Tumor and Normal Microenvironment in Solid Tumors Reveal a Possible Origin of Circulating Tumor Hybrid Cells. Cancers (Basel) 2024; 16:1444. [PMID: 38611120 PMCID: PMC11010995 DOI: 10.3390/cancers16071444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 03/31/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
Metastatic cancer is a leading cause of death in cancer patients worldwide. While circulating hybrid cells (CHCs) are implicated in metastatic spread, studies documenting their tissue origin remain sparse, with limited candidate approaches using one-two markers. Utilizing high-throughput single-cell and spatial transcriptomics, we identified tumor hybrid cells (THCs) co-expressing epithelial and macrophage markers and expressing a distinct transcriptome. Rarely, normal tissue showed these cells (NHCs), but their transcriptome was easily distinguishable from THCs. THCs with unique transcriptomes were observed in breast and colon cancers, suggesting this to be a generalizable phenomenon across cancer types. This study establishes a framework for HC identification in large datasets, providing compelling evidence for their tissue residence and offering comprehensive transcriptomic characterization. Furthermore, it sheds light on their differential function and identifies pathways that could explain their newly acquired invasive capabilities. THCs should be considered as potential therapeutic targets.
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Affiliation(s)
- Abdullah Mahmood Ali
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Edward P Evans MDS Center, Herbert Irving Comprehensive Cancer Center, New York, NY 10032, USA
| | - Azra Raza
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY 10032, USA
- Edward P Evans MDS Center, Herbert Irving Comprehensive Cancer Center, New York, NY 10032, USA
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5
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Bandini S, Ulivi P, Rossi T. Extracellular Vesicles, Circulating Tumor Cells, and Immune Checkpoint Inhibitors: Hints and Promises. Cells 2024; 13:337. [PMID: 38391950 PMCID: PMC10887032 DOI: 10.3390/cells13040337] [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: 01/15/2024] [Revised: 02/07/2024] [Accepted: 02/08/2024] [Indexed: 02/24/2024] Open
Abstract
Immune checkpoint inhibitor (ICI) therapy has revolutionized the treatment of cancer, in particular lung cancer, while the introduction of predictive biomarkers from liquid biopsies has emerged as a promising tool to achieve an effective and personalized therapy response. Important progress has also been made in the molecular characterization of extracellular vesicles (EVs) and circulating tumor cells (CTCs), highlighting their tremendous potential in modulating the tumor microenvironment, acting on immunomodulatory pathways, and setting up the pre-metastatic niche. Surface antigens on EVs and CTCs have proved to be particularly useful in the case of the characterization of potential immune escape mechanisms through the expression of immunosuppressive ligands or the transport of cargos that may mitigate the antitumor immune function. On the other hand, novel approaches, to increase the expression of immunostimulatory molecules or cargo contents that can enhance the immune response, offer premium options in combinatorial clinical strategies for precision immunotherapy. In this review, we discuss recent advances in the identification of immune checkpoints using EVs and CTCs, their potential applications as predictive biomarkers for ICI therapy, and their prospective use as innovative clinical tools, considering that CTCs have already been approved by the Food and Drug Administration (FDA) for clinical use, but providing good reasons to intensify the research on both.
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Affiliation(s)
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (S.B.); (T.R.)
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6
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Patel RK, Parappilly M, Rahman S, Schwantes IR, Sewell M, Giske NR, Whalen RM, Durmus NG, Wong MH. The Hallmarks of Circulating Hybrid Cells. Results Probl Cell Differ 2024; 71:467-485. [PMID: 37996690 DOI: 10.1007/978-3-031-37936-9_21] [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] [Indexed: 11/25/2023]
Abstract
While tumor metastases represent the primary driver of cancer-related mortality, our understanding of the mechanisms that underlie metastatic initiation and progression remains incomplete. Recent work identified a novel tumor-macrophage hybrid cell population, generated through the fusion between neoplastic and immune cells. These hybrid cells are detected in primary tumor tissue, peripheral blood, and in metastatic sites. In-depth analyses of hybrid cell biology indicate that they can exploit phenotypic properties of both parental tumor and immune cells, in order to intravasate into circulation, evade the immune response, and seed tumors at distant sites. Thus, it has become increasingly evident that the development and dissemination of tumor-immune hybrid cells play an intricate and fundamental role in the metastatic cascade and can provide invaluable information regarding tumor characteristics and patient prognostication. In this chapter, we review the current understanding of this novel hybrid cell population, the specific hallmarks of cancer that these cells exploit to promote cancer progression and metastasis, and discuss exciting new frontiers that remain to be explored.
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Affiliation(s)
- Ranish K Patel
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Michael Parappilly
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Shahrose Rahman
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Issac R Schwantes
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Marisa Sewell
- Department of Surgery, Oregon Health & Science University, Portland, OR, USA
| | - Nicole R Giske
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Riley M Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | - Naside Gozde Durmus
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Melissa H Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA.
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
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7
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Han D, He X, Huang Y, Gao M, Guo T, Ren X, Liao X, Chen X, Pang X, Cheng S. A Multifunctional Delivery System for Remodulating Cell Behaviors of Circulating Malignant Cells to Prevent Cell Fusion. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2303309. [PMID: 37590231 PMCID: PMC10582411 DOI: 10.1002/advs.202303309] [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: 06/19/2023] [Revised: 07/30/2023] [Indexed: 08/19/2023]
Abstract
Cell fusion plays a critical role in cancer progression and metastasis. However, effective modulation of the cell fusion behavior and timely evaluation on the cell fusion to provide accurate information for personalized therapy are facing challenges. Here, it demonstrates that the cancer cell fusion behavior can be efficiently modulated and precisely detected through employing a multifunctional delivery vector to realize cancer targeting delivery of a genome editing plasmid and a molecular beacon-based AND logic gate. The multifunctional delivery vector decorated by AS1411 conjugated hyaluronic acid and NLS-GE11 peptide conjugated hyaluronic acid can specifically target circulating malignant cells (CMCs) of cancer patients to deliver the genome editing plasmid for epidermal growth factor receptor (EGFR) knockout. The cell fusion between CMCs and endothelial cells can be detected by the AND logic gate delivered by the multifunctional vector. After EGFR knockout, the edited CMCs exhibit dramatically inhibited cell fusion capability, while unedited CMCs can easily fuse with human umbilical vein endothelial cells (HUVEC) to form hybrid cells. This study provides a new therapeutic strategy for preventing cancer progression and a reliable tool for evaluating cancer cell fusion for precise personalized therapy.
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Affiliation(s)
- Di Han
- Key Laboratory of Biomedical Polymers of Ministry of EducationDepartment of ChemistryWuhan UniversityWuhanHubei430072China
| | - Xiao‐Yan He
- School of Life SciencesAnhui Medical UniversityHefeiAnhui230011China
| | - Yun Huang
- Department of Respiratory and Critical Care MedicineThe First Affiliated Hospital of Anhui Medical UniversityAnhui Public Health Clinical CenterHefeiAnhui230011China
| | - Min Gao
- Department of Respiratory and Critical Care MedicineThe First Affiliated Hospital of Anhui Medical UniversityAnhui Public Health Clinical CenterHefeiAnhui230011China
| | - Tao Guo
- Department of Thyroid and Breast SurgeryThe First Affiliated Hospital of Anhui Medical UniversityAnhui Public Health Clinical CenterHefeiAnhui230011China
| | - Xiao‐He Ren
- Key Laboratory of Biomedical Polymers of Ministry of EducationDepartment of ChemistryWuhan UniversityWuhanHubei430072China
| | - Xin‐Ru Liao
- Key Laboratory of Biomedical Polymers of Ministry of EducationDepartment of ChemistryWuhan UniversityWuhanHubei430072China
| | - Xue‐Si Chen
- Key Laboratory of Polymer EcomaterialsChangchun Institute of Applied ChemistryChinese Academy of SciencesChangchunJilin130022China
| | - Xuan Pang
- Key Laboratory of Polymer EcomaterialsChangchun Institute of Applied ChemistryChinese Academy of SciencesChangchunJilin130022China
| | - Si‐Xue Cheng
- Key Laboratory of Biomedical Polymers of Ministry of EducationDepartment of ChemistryWuhan UniversityWuhanHubei430072China
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8
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Ogut MG, Ma P, Gupta R, Hoerner CR, Fan AC, El-Kaffas AN, Durmus NG. Automated Image Analysis for Characterization of Circulating Tumor Cells and Clusters Sorted by Magnetic Levitation. Adv Biol (Weinh) 2023; 7:e2300109. [PMID: 37462226 DOI: 10.1002/adbi.202300109] [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: 03/13/2023] [Revised: 05/05/2023] [Indexed: 10/24/2023]
Abstract
Magnetic levitation-based sorting technologies have revolutionized the detection and isolation of rare cells, including circulating tumor cells (CTCs) and circulating tumor cell clusters (CTCCs). Manual counting and quantification of these cells are prone to time-consuming processes, human error, and inter-observer variability, particularly challenging when heterogeneous cell types in 3D clusters are present. To overcome these challenges, we developed "Fastcount," an in-house MATLAB-based algorithm for precise, automated quantification and phenotypic characterization of CTCs and CTCCs, in both 2D and 3D. Fastcount is 120 times faster than manual counting and produces reliable results with a ±7.3% deviation compared to a trained laboratory technician. By analyzing 400 GB of fluorescence imaging data, we showed that Fastcount outperforms manual counting and commercial software when cells are aggregated in 3D or staining artifacts are present, delivering more accurate results. We further employed Fastcount for automated analysis of 3D image stacks obtained from CTCCs isolated from colorectal adenocarcinoma and renal cell carcinoma blood samples. Interestingly, we observed a highly heterogeneous spatial cellular composition within CTCCs, even among clusters from the same patient. Overall, Fastcount can be employed for various applications with lab-chip devices, such as CTC detection, CTCC analysis in 3D and cell detection in biosensors.
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Affiliation(s)
- Mehmet Giray Ogut
- Canary Center for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, 94304, USA
- School of Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Peng Ma
- Canary Center for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, 94304, USA
| | - Rakhi Gupta
- Canary Center for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, 94304, USA
| | - Christian R Hoerner
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Alice C Fan
- Canary Center for Cancer Early Detection, Department of Radiology, Stanford University School of Medicine, Palo Alto, CA, 94304, USA
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Ahmed Nagy El-Kaffas
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University, Palo Alto, CA, 94305, USA
| | - Naside Gozde Durmus
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University, Palo Alto, CA, 94305, USA
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9
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Heussner RT, Whalen RM, Anderson A, Theison H, Baik J, Gibbs S, Wong MH, Chang YH. Quantitative image analysis pipeline for detecting circulating hybrid cells in immunofluorescence images with human-level accuracy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.24.554733. [PMID: 37662330 PMCID: PMC10473764 DOI: 10.1101/2023.08.24.554733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Circulating hybrid cells (CHCs) are a newly discovered, tumor-derived cell population identified in the peripheral blood of cancer patients and are thought to contribute to tumor metastasis. However, identifying CHCs by immunofluorescence (IF) imaging of patient peripheral blood mononuclear cells (PBMCs) is a time-consuming and subjective process that currently relies on manual annotation by laboratory technicians. Additionally, while IF is relatively easy to apply to tissue sections, its application on PBMC smears presents challenges due to the presence of biological and technical artifacts. To address these challenges, we present a robust image analysis pipeline to automate the detection and analyses of CHCs in IF images. The pipeline incorporates quality control to optimize specimen preparation protocols and remove unwanted artifacts, leverages a β-variational autoencoder (VAE) to learn meaningful latent representations of single-cell images and employs a support vector machine (SVM) classifier to achieve human-level CHC detection. We created a rigorously labeled IF CHC dataset including 9 patients and 2 disease sites with the assistance of 10 annotators to evaluate the pipeline. We examined annotator variation and bias in CHC detection and then provided guidelines to optimize the accuracy of CHC annotation. We found that all annotators agreed on CHC identification for only 65% of the cells in the dataset and had a tendency to underestimate CHC counts for regions of interest (ROI) containing relatively large amounts of cells (>50,000) when using conventional enumeration methods. On the other hand, our proposed approach is unbiased to ROI size. The SVM classifier trained on the β-VAE encodings achieved an F1 score of 0.80, matching the average performance of annotators. Our pipeline enables researchers to explore the role of CHCs in cancer progression and assess their potential as a clinical biomarker for metastasis. Further, we demonstrate that the pipeline can identify discrete cellular phenotypes among PBMCs, highlighting its utility beyond CHCs.
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Affiliation(s)
- Robert T. Heussner
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
| | - Riley M. Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Ashley Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Heather Theison
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Joseph Baik
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
| | - Summer Gibbs
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
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10
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Ali AM, BenMohamed F, Decina A, Mukherjee S, Levi S, Garrido Castillo LN, Bréchot D, Jurcic J, Raza A, Paterlini Bréchot P. Circulating cancer giant cells with unique characteristics frequently found in patients with myelodysplastic syndromes (MDS). Med Oncol 2023; 40:204. [PMID: 37316755 DOI: 10.1007/s12032-023-02064-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/16/2023]
Abstract
Myelodysplastic syndromes (MDS) are incurable diseases characterized by dysplastic hematopoietic cells, cytopenias in the blood and an inherent tendency for transformation to secondary acute myeloid leukemia (AML). Since most therapies fail to prevent rapid clonal evolution and disease resistance, new and non-invasive predictive markers are needed to monitor patients and adapt the therapeutic strategy. By using ISET, a very sensitive approach to isolate cells larger than mature leukocytes from peripheral blood samples, we looked for cellular markers in 99 patients (158 samples) with MDS and 66 healthy individuals (76 samples) used as controls. We found a total of 680 Giant Cells, defined as cells having a size of 40 microns or larger in 46 MDS patients (80 samples) and 28 Giant Cells in 11 healthy individuals (11 samples). In order to understand if we had enriched from peripheral blood atypical cells of the megakaryocyte line, we studied the Giant Cells using immunolabeling with megakaryocytes and tumor-specific markers. We report that the Giant Cells we found in the peripheral blood of MDS patients primarily express tumor markers. Our results show that Polyploid Giant Cancer Cells (PGCC), similar to those described in solid tumors, are found in the peripheral blood of patients with MDS and suggest the working hypothesis that they could play a role in hematological malignancies.
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Affiliation(s)
- Abdullah Mahmood Ali
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Fatima BenMohamed
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
| | - Alessandra Decina
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
| | - Sanjay Mukherjee
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Shelley Levi
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | | | - Davide Bréchot
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France
- Rarecells Inc, Alexandria LaunchLabs® at Columbia, Lasker Biomedical Research Building, 3960 Broadway, New York, NY, 10032, USA
| | - Joseph Jurcic
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Azra Raza
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Edward P Evans MDS Center, Columbia University Irving Medical Center, New York, NY, 10032, USA.
| | - Patrizia Paterlini Bréchot
- Rarecells Diagnostics, Faculté de Médecine Necker, 160 rue de Vaugirard, 75015, Paris, France.
- Rarecells Inc, Alexandria LaunchLabs® at Columbia, Lasker Biomedical Research Building, 3960 Broadway, New York, NY, 10032, USA.
- University Paris Cité, 85 Boulevard Saint-Germain, 75006, Paris, France.
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11
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Bates M, Mohamed BM, Ward MP, Kelly TE, O'Connor R, Malone V, Brooks R, Brooks D, Selemidis S, Martin C, O'Toole S, O'Leary JJ. Circulating tumour cells: The Good, the Bad and the Ugly. Biochim Biophys Acta Rev Cancer 2023; 1878:188863. [PMID: 36796527 DOI: 10.1016/j.bbcan.2023.188863] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 01/06/2023] [Accepted: 01/21/2023] [Indexed: 02/17/2023]
Abstract
This review is an overview of the current knowledge regarding circulating tumour cells (CTCs), which are potentially the most lethal type of cancer cell, and may be a key component of the metastatic cascade. The clinical utility of CTCs (the "Good"), includes their diagnostic, prognostic, and therapeutic potential. Conversely, their complex biology (the "Bad"), including the existence of CD45+/EpCAM+ CTCs, adds insult to injury regarding their isolation and identification, which in turn hampers their clinical translation. CTCs are capable of forming microemboli composed of both non-discrete phenotypic populations such as mesenchymal CTCs and homotypic and heterotypic clusters which are poised to interact with other cells in the circulation, including immune cells and platelets, which may increase their malignant potential. These microemboli (the "Ugly") represent a prognostically important CTC subset, however, phenotypic EMT/MET gradients bring additional complexities to an already challenging situation.
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Affiliation(s)
- Mark Bates
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland.
| | - Bashir M Mohamed
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland
| | - Mark P Ward
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland
| | - Tanya E Kelly
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland
| | - Roisin O'Connor
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Department of Pathology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Victoria Malone
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Department of Pathology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Robert Brooks
- Cancer Research Institute, University of South Australia, Adelaide, SA 5001, Australia
| | - Doug Brooks
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Cancer Research Institute, University of South Australia, Adelaide, SA 5001, Australia
| | - Stavros Selemidis
- School of Health and Biomedical Sciences, Royal Melbourne Institute of Technology, Bundoora, VIC 3083, Australia
| | - Cara Martin
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Department of Pathology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Sharon O'Toole
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Department of Obstetrics and Gynaecology, Trinity College Dublin, Dublin 2, Ireland
| | - John J O'Leary
- Department of Histopathology, Trinity College Dublin, Dublin 2, Ireland; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland; Trinity St James's Cancer Institute, Dublin 8, Ireland; Department of Pathology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
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12
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Fusion Cell Markers in Circulating Tumor Cells from Patients with High-Grade Ovarian Serous Carcinoma. Int J Mol Sci 2022; 23:ijms232314687. [PMID: 36499015 PMCID: PMC9740150 DOI: 10.3390/ijms232314687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/25/2022] [Accepted: 11/03/2022] [Indexed: 11/26/2022] Open
Abstract
Cancer is primarily a disease in which late diagnosis is linked to poor prognosis, and unfortunately, detection and management are still challenging. Circulating tumor cells (CTCs) are a potential resource to address this disease. Cell fusion, an event discovered recently in CTCs expressing carcinoma and leukocyte markers, occurs when ≥2 cells become a single entity (hybrid cell) after the merging of their plasma membranes. Cell fusion is still poorly understood despite continuous evaluations in in vitro/in vivo studies. Blood samples from 14 patients with high-grade serous ovarian cancer (A.C. Camargo Cancer Center, São Paulo, Brazil) were collected with the aim to analyze the CTCs/hybrid cells and their correlation to clinical outcome. The EDTA collected blood (6 mL) from patients was used to isolate/identify CTCs/hybrid cells by ISET. We used markers with possible correlation with the phenomenon of cell fusion, such as MC1-R, EpCAM and CD45, as well as CEN8 expression by CISH analysis. Samples were collected at three timepoints: baseline, after one month (first follow-up) and after three months (second follow-up) of treatment with olaparib (total sample = 38). Fourteen patients were included and in baseline and first follow-up all patients showed at least one CTC. We found expression of MC1-R, EpCAM and CD45 in cells (hybrid) in at least one of the collection moments. Membrane staining with CD45 was found in CTCs from the other cohort, from the other center, evaluated by the CellSearch® system. The presence of circulating tumor microemboli (CTM) in the first follow-up was associated with a poor recurrence-free survival (RFS) (5.2 vs. 12.2 months; p = 0.005). The MC1-R expression in CTM in the first and second follow-ups was associated with a shorter RFS (p = 0.005). CEN8 expression in CTCs was also related to shorter RFS (p = 0.035). Our study identified a high prevalence of CTCs in ovarian cancer patients, as well as hybrid cells. Both cell subtypes demonstrate utility in prognosis and in the assessment of response to treatment. In addition, the expression of MC1-R and EpCAM in hybrid cells brings new perspectives as a possible marker for this phenomenon in ovarian cancer.
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13
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Sutton TL, Patel RK, Anderson AN, Bowden SG, Whalen R, Giske NR, Wong MH. Circulating Cells with Macrophage-like Characteristics in Cancer: The Importance of Circulating Neoplastic-Immune Hybrid Cells in Cancer. Cancers (Basel) 2022; 14:cancers14163871. [PMID: 36010865 PMCID: PMC9405966 DOI: 10.3390/cancers14163871] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 12/14/2022] Open
Abstract
Simple Summary In cancer, disseminated neoplastic cells circulating in blood are a source of tumor DNA, RNA, and protein, which can be harnessed to diagnose, monitor, and better understand the biology of the tumor from which they are derived. Historically, circulating tumor cells (CTCs) have dominated this field of study. While CTCs are shed directly into circulation from a primary tumor, they remain relatively rare, particularly in early stages of disease, and thus are difficult to utilize as a reliable cancer biomarker. Neoplastic-immune hybrid cells represent a novel subpopulation of circulating cells that are more reliably attainable as compared to their CTC counterparts. Here, we review two recently identified circulating cell populations in cancer—cancer-associated macrophage-like cells and circulating hybrid cells—and discuss the future impact for the exciting area of disseminated hybrid cells. Abstract Cancer remains a significant cause of mortality in developed countries, due in part to difficulties in early detection, understanding disease biology, and assessing treatment response. If effectively harnessed, circulating biomarkers promise to fulfill these needs through non-invasive “liquid” biopsy. While tumors disseminate genetic material and cellular debris into circulation, identifying clinically relevant information from these analytes has proven difficult. In contrast, cell-based circulating biomarkers have multiple advantages, including a source for tumor DNA and protein, and as a cellular reflection of the evolving tumor. While circulating tumor cells (CTCs) have dominated the circulating cell biomarker field, their clinical utility beyond that of prognostication has remained elusive, due to their rarity. Recently, two novel populations of circulating tumor-immune hybrid cells in cancer have been characterized: cancer-associated macrophage-like cells (CAMLs) and circulating hybrid cells (CHCs). CAMLs are macrophage-like cells containing phagocytosed tumor material, while CHCs can result from cell fusion between cancer and immune cells and play a role in the metastatic cascade. Both are detected in higher numbers than CTCs in peripheral blood and demonstrate utility in prognostication and assessing treatment response. Additionally, both cell populations are heterogeneous in their genetic, transcriptomic, and proteomic signatures, and thus have the potential to inform on heterogeneity within tumors. Herein, we review the advances in this exciting field.
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Affiliation(s)
- Thomas L. Sutton
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Ranish K. Patel
- Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Ashley N. Anderson
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Stephen G. Bowden
- Department of Neurological Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Riley Whalen
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Nicole R. Giske
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
| | - Melissa H. Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR 97201, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97201, USA
- Correspondence: ; Tel.: +1-503-494-8749; Fax: +1-503-494-4253
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14
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Tao J, Zhu L, Yakoub M, Reißfelder C, Loges S, Schölch S. Cell-Cell Interactions Drive Metastasis of Circulating Tumor Microemboli. Cancer Res 2022; 82:2661-2671. [PMID: 35856896 DOI: 10.1158/0008-5472.can-22-0906] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/27/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022]
Abstract
Circulating tumor cells are the cellular mediators of distant metastasis in solid malignancies. Their metastatic potential can be augmented by clustering with other tumor cells or nonmalignant cells, forming circulating tumor microemboli (CTM). Cell-cell interactions are key regulators within CTM that convey enhanced metastatic properties, including improved cell survival, immune evasion, and effective extravasation into distant organs. However, the cellular and molecular mechanism of CTM formation, as well as the biology of interactions between tumor cells and immune cells, platelets, and stromal cells in the circulation, remains to be determined. Here, we review the current literature on cell-cell interactions in homotypic and heterotypic CTM and provide perspectives on therapeutic strategies to attenuate CTM-mediated metastasis by targeting cell-cell interactions.
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Affiliation(s)
- Jianxin Tao
- JCCU Translational Surgical Oncology (A430), German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Lei Zhu
- JCCU Translational Surgical Oncology (A430), German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Mina Yakoub
- JCCU Translational Surgical Oncology (A430), German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Christoph Reißfelder
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sonja Loges
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Division of Personalized Medical Oncology (A420), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Personalized Oncology, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sebastian Schölch
- JCCU Translational Surgical Oncology (A430), German Cancer Research Center (DKFZ), Heidelberg, Germany.,DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.,Department of Surgery, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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15
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Wu M, Huang Y, Zhou Y, Zhao H, Lan Y, Yu Z, Jia C, Cong H, Zhao J. The Discovery of Novel Circulating Cancer-Related Cells in Circulation Poses New Challenges to Microfluidic Devices for Enrichment and Detection. SMALL METHODS 2022; 6:e2200226. [PMID: 35595707 DOI: 10.1002/smtd.202200226] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 04/19/2022] [Indexed: 06/15/2023]
Abstract
Circulating tumor cells (CTCs) enumeration has been widely used as a surrogate predictive marker for early diagnoses, the evaluation of chemotherapy efficacy, and cancer prognosis. Microfluidic technologies for CTCs enrichment and detection have been developed and commercialized as automation platforms. Currently, in addition to CTCs, some new types of circulating cancer-related cells (e.g., CCSCs, CTECs, CAMLs, and heterotypic CTC clusters) in circulation are also reported to be correlated to cancer diagnosis, metastasis, or prognosis. And they widely differ from the conventional CTCs in positive markers, cellular morphology, or size, which presents a new technological challenge to microfluidic devices that use affinity-based capture methods or size-based filtration methods for CTCs detection. This review focuses on the biological and physical properties as well as clinical significance of the novel circulating cancer-related cells, and discusses the challenges of their discovery to microfluidic chip for enrichment. Finally, the current challenges of CTCs detection in clinical application and future opportunities are also discussed.
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Affiliation(s)
- Man Wu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yuhang Huang
- Shanghai Normal University, Shanghai, 200030, China
| | - Yang Zhou
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hui Zhao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yuwei Lan
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zhibin Yu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Chunping Jia
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hui Cong
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, 226001, China
| | - Jianlong Zhao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, 100049, China
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16
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Mukherjee S, Ali AM, Murty VV, Raza A. Mutation in SF3B1 gene promotes formation of polyploid giant cells in Leukemia cells. Med Oncol 2022; 39:65. [PMID: 35478057 PMCID: PMC9046281 DOI: 10.1007/s12032-022-01652-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 01/08/2022] [Indexed: 12/02/2022]
Abstract
Giant cells with polyploidy, termed polyploid giant cells, have been observed during normal growth, development, and pathologic states, such as solid cancer progression and resistance to therapy. Functional studies of polyploidal giant cancer cells (PGCC) provided evidence that they arise when normal diploid cells are stressed, show stem cell-like properties, and give rise to tumors. In the present study, we report in K562 leukemia cell line that introduction of the hotspot K700E mutation in the gene SF3B1 using CRISPR/Cas9 method results in an increased frequency of multinucleated polyploid giant cells resistant to chemotherapeutic agent and serum starvation stress. These giant cells with higher ploidy are distinct from multinucleated megakaryocytes, are proliferative, and are characterized by increased accumulation of mitochondria. PGCC have been previously documented in solid tumors. This is the first report describing PGCCs in a cell line derived from a liquid cancer where increased frequency of PGCCs is linked to a specific genetic event. Since SF3B1 mutations are predominantly seen in MDS and other hematologic malignancies, our current findings will have significant clinical implications.
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Affiliation(s)
- Sanjay Mukherjee
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Abdullah Mahmood Ali
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Vundavalli V Murty
- Department of Pathology and Cell Biology, and Institute for Cancer Genetics, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Azra Raza
- Division of Hematology/Oncology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10032, USA.
- MDS Center, Columbia University Irving Medical Center, 177 Fort Washington Avenue, Milstein Hospital Building, Room 6GN-435, New York, NY, 10032, USA.
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17
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Kaigorodova EV, Kozik AV, Zavaruev IS, Grishchenko MY. Hybrid/Atypical Forms of Circulating Tumor Cells: Current State of the Art. BIOCHEMISTRY (MOSCOW) 2022; 87:380-390. [PMID: 35527376 PMCID: PMC8993035 DOI: 10.1134/s0006297922040071] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Cancer is one of the most common diseases worldwide, and its treatment is associated with many challenges such as drug and radioresistance and formation of metastases. These difficulties are due to tumor heterogeneity, which has many causes. One may be the cell fusion, a process that is relevant to both physiological (e.g., wound healing) and pathophysiological (cancer and viral infection) processes. This literature review aimed to summarize the existing data on the hybrid/atypical forms of circulating cancer cells and their role in tumor progression. For that, the bioinformatics search in universal databases, such as PubMed, NCBI, and Google Scholar was conducted by using the keywords “hybrid cancer cells”, “cancer cell fusion”, etc. In this review the latest information related to the hybrid tumor cells, theories of their genesis, characteristics of different variants with data from our own researches are presented. Many aspects of the hybrid cell research are still in their infancy. However, with the level of knowledge already accumulated, circulating hybrids such as CAML and CHC could be considered as promising biomarkers of cancerous tumors, and even more as a new approach to cancer treatment.
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Affiliation(s)
- Evgeniya V Kaigorodova
- Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, 634050, Russia.
- Siberian State Medical University, Tomsk, 634050, Russia
| | - Alexey V Kozik
- Siberian State Medical University, Tomsk, 634050, Russia
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18
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Synergistic Analysis of Circulating Tumor Cells Reveals Prognostic Signatures in Pilot Study of Treatment-Naïve Metastatic Pancreatic Cancer Patients. Biomedicines 2022; 10:biomedicines10010146. [PMID: 35052825 PMCID: PMC8773204 DOI: 10.3390/biomedicines10010146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 01/02/2022] [Accepted: 01/04/2022] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Pancreatic cancer is one of the most deadly cancer types because it usually is not diagnosed until the cancer has spread throughout the body. In this study, we isolate cancer cells found in the blood of pancreatic cancer patients called circulating tumor cells (CTCs) to study their mutation and gene expression profiles. Comparing patients with better and worse survival duration revealed signatures found in these cancer cells. Characterizing these signatures may help improve patient care by using alternative treatment options. Abstract Pancreatic ductal adenocarcinoma is typically diagnosed at late stages and has one of the lowest five-year survival rates of all malignancies. In this pilot study, we identify signatures related to survival and treatment response found in circulating tumor cells (CTCs). Patients with poor survival had increased mutant KRAS expression and deregulation of connected pathways such as PI3K-AKT and MAPK signaling. Further, in a subset of these patients, expression patterns of gemcitabine resistance mechanisms were observed, even prior to initiating treatment. This work highlights the need for identifying patients with these resistance profiles and designing treatment regimens to circumvent these mechanisms.
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19
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Walker BS, Sutton TL, Zarour L, Hunter JG, Wood SG, Tsikitis VL, Herzig DO, Lopez CD, Chen EY, Mayo SC, Wong MH. Circulating Hybrid Cells: A Novel Liquid Biomarker of Treatment Response in Gastrointestinal Cancers. Ann Surg Oncol 2021; 28:8567-8578. [PMID: 34365557 DOI: 10.1245/s10434-021-10379-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 06/17/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Real-time monitoring of treatment response with a liquid biomarker has potential to inform treatment decisions for patients with rectal adenocarcinoma (RAC), esophageal adenocarcinoma (EAC), and colorectal liver metastasis (CRLM). Circulating hybrid cells (CHCs), which have both immune and tumor cell phenotypes, are detectable in the peripheral blood of patients with gastrointestinal cancers, but their potential as an indicator of treatment response is unexplored. METHODS Peripheral blood specimens were collected from RAC and EAC patients after neoadjuvant therapy (NAT) or longitudinally during therapy and evaluated for CHC levels by immunostaining. Receiver operating characteristics (ROCs) and the Kaplan-Meier method were used to analyze the CHC level as a predictor of pathologic response to NAT and disease-specific survival (DSS), respectively. RESULTS Patients with RAC (n = 23) and EAC (n = 34) were sampled on the day of resection, and 11 patients (32%) demonstrated a pathologic complete response (pCR) to NAT. On ROC analysis, CHC levels successfully discriminated pCR from non-pCR with an area under the curve of 0.82 (95% confidence interval [CI], 0.71-0.92; P < 0.001). Additionally, CHC levels in the EAC patients correlated with residual nodal involvement (P = 0.026) and 1-year DSS (P = 0.029). The patients with RAC who were followed longitudinally during NAT (n = 2) and hepatic arterial infusion therapy for CRLM (n = 2) had CHC levels that decreased with therapy response and increased before clinical evidence of disease progression. CONCLUSION Circulating hybrid cells are a novel blood-based biomarker with potential for monitoring treatment response and disease progression to help guide decisions for further systemic therapy, definitive resection, and post-therapy surveillance. Additional validation studies of CHCs are warranted.
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Affiliation(s)
- Brett S Walker
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA
| | - Thomas L Sutton
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA
| | - Luai Zarour
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA
| | - John G Hunter
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA.,Knight Cancer Institute, Portland, OR, USA
| | - Stephanie G Wood
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA
| | - V Liana Tsikitis
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA.,Knight Cancer Institute, Portland, OR, USA
| | - Daniel O Herzig
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA
| | - Charles D Lopez
- Knight Cancer Institute, Portland, OR, USA.,Department of Medicine, Division of Hematology and Medical Oncology, Oregon Health and Science University (OHSU), Portland, OR, 97239, USA
| | - Emerson Y Chen
- Knight Cancer Institute, Portland, OR, USA.,Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, 2720 South Moody Aveune, Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - Skye C Mayo
- Department of Surgery, Oregon Health and Science University (OHSU), Portland, OR, USA.,Knight Cancer Institute, Portland, OR, USA
| | - Melissa H Wong
- Knight Cancer Institute, Portland, OR, USA. .,Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, 2720 South Moody Aveune, Mailcode KC-CDCB, Portland, OR, 97201, USA.
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20
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Dietz MS, Sutton TL, Walker BS, Gast CE, Zarour L, Sengupta SK, Swain JR, Eng J, Parappilly M, Limbach K, Sattler A, Burlingame E, Chin Y, Gower A, Mira JLM, Sapre A, Chiu YJ, Clayburgh DR, Pommier SJ, Cetnar JP, Fischer JM, Jaboin JJ, Pommier RF, Sheppard BC, Tsikitis VL, Skalet AH, Mayo SC, Lopez CD, Gray JW, Mills GB, Mitri Z, Chang YH, Chin K, Wong MH. Relevance of circulating hybrid cells as a non-invasive biomarker for myriad solid tumors. Sci Rep 2021; 11:13630. [PMID: 34211050 PMCID: PMC8249418 DOI: 10.1038/s41598-021-93053-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 06/09/2021] [Indexed: 02/06/2023] Open
Abstract
Metastatic progression defines the final stages of tumor evolution and underlies the majority of cancer-related deaths. The heterogeneity in disseminated tumor cell populations capable of seeding and growing in distant organ sites contributes to the development of treatment resistant disease. We recently reported the identification of a novel tumor-derived cell population, circulating hybrid cells (CHCs), harboring attributes from both macrophages and neoplastic cells, including functional characteristics important to metastatic spread. These disseminated hybrids outnumber conventionally defined circulating tumor cells (CTCs) in cancer patients. It is unknown if CHCs represent a generalized cancer mechanism for cell dissemination, or if this population is relevant to the metastatic cascade. Herein, we detect CHCs in the peripheral blood of patients with cancer in myriad disease sites encompassing epithelial and non-epithelial malignancies. Further, we demonstrate that in vivo-derived hybrid cells harbor tumor-initiating capacity in murine cancer models and that CHCs from human breast cancer patients express stem cell antigens, features consistent with the potential to seed and grow at metastatic sites. Finally, we reveal heterogeneity of CHC phenotypes reflect key tumor features, including oncogenic mutations and functional protein expression. Importantly, this novel population of disseminated neoplastic cells opens a new area in cancer biology and renewed opportunity for battling metastatic disease.
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Affiliation(s)
- Matthew S Dietz
- Department of Pediatrics, Oregon Health & Science University (OHSU), Portland, OR, 97239, USA.,Department of Pediatrics, University of Utah, Salt Lake City, UT, 84113, USA
| | | | | | - Charles E Gast
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - Luai Zarour
- Department of Surgery, OHSU, Portland, OR, 97239, USA.,Department of General Surgery, Legacy Medical Group, Gresham, OR, 97030, USA
| | - Sidharth K Sengupta
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - John R Swain
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - Jennifer Eng
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA
| | - Michael Parappilly
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | | | - Ariana Sattler
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - Erik Burlingame
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA.,Computational Biology Program, OHSU, Portland, OR, 97239, USA
| | - Yuki Chin
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA
| | - Austin Gower
- Cancer Early Detection Advanced Research Center, OHSU, Portland, OR, 97201, USA
| | - Jose L Montoya Mira
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA.,Cancer Early Detection Advanced Research Center, OHSU, Portland, OR, 97201, USA
| | - Ajay Sapre
- Cancer Early Detection Advanced Research Center, OHSU, Portland, OR, 97201, USA
| | - Yu-Jui Chiu
- Cancer Early Detection Advanced Research Center, OHSU, Portland, OR, 97201, USA
| | - Daniel R Clayburgh
- Department of Otolaryngology, OHSU, Portland, OR, 97239, USA.,Operative Care Division, Portland Veterans Affairs Medical Center, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | | | - Jeremy P Cetnar
- The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Department of Medicine, OHSU, Portland, OR, 97239, USA
| | - Jared M Fischer
- Cancer Early Detection Advanced Research Center, OHSU, Portland, OR, 97201, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Department of Molecule and Medical Genetics, OHSU, Portland, OR, 97239, USA
| | - Jerry J Jaboin
- The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Department of Radiation Medicine, OHSU, Portland, OR, 97239, USA
| | - Rodney F Pommier
- Department of Surgery, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Brett C Sheppard
- Department of Surgery, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | | | - Alison H Skalet
- The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Casey Eye Institute, OHSU, Portland, OR, 97239, USA
| | - Skye C Mayo
- Department of Surgery, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Charles D Lopez
- The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Department of Medicine, OHSU, Portland, OR, 97239, USA
| | - Joe W Gray
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Gordon B Mills
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Zahi Mitri
- The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.,Department of Medicine, OHSU, Portland, OR, 97239, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA.,Computational Biology Program, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Koei Chin
- Department of Biomedical Engineering, OHSU, Portland, OR, 97239, USA.,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA
| | - Melissa H Wong
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, 2720 S. Moody Ave., Mailcode KC-CDCB, Portland, OR, 97201, USA. .,The Knight Cancer Institute, OHSU, Portland, OR, 97201, USA.
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21
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Premalignant pancreatic cells seed stealth metastasis in distant organs in mice. Oncogene 2021; 40:2273-2284. [PMID: 33649537 DOI: 10.1038/s41388-021-01706-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 01/28/2021] [Accepted: 02/08/2021] [Indexed: 02/07/2023]
Abstract
Recent findings suggest that the dissemination of tumor cells occurs at the early stage of breast and pancreatic carcinogenesis, which is known as early dissemination. The evidence of early dissemination has been demonstrated predominantly in the bloodstream and bone marrow; however, limited evidence has revealed the existence and behavior of disseminated cells in distant organs. Here, we show that premalignant pancreatic cells seed distant stealth metastasis that eventually develops into manifest metastasis. By analyzing lineage-labeled pancreatic cancer mouse models (KPCT/TFF1KO; Pdx1-Cre/LSL-KRASG12D/LSL-p53R172H/LSL-tdTomato/TFF1KO), we found that premalignant pancreatic cells, rather than mature malignant cells, were prone to enter the bloodstream and reside in the bone marrow, liver, and lung. While these metastatic cells exhibited the characteristics of the cells of host organs and did not behave as malignant cells, they underwent malignant transformation and formed distinct tumors. Surprisingly, the manifestation of distant metastasis occurred even before tumor development in the primary site. Our data revealed that disseminated premalignant cells reside stealthily in distant organs and evolve in parallel with the progression of the primary tumor. These observations suggest that we must rebuild a therapeutic strategy for metastatic pancreatic cancer.
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22
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Mentis AFA, Grivas PD, Dardiotis E, Romas NA, Papavassiliou AG. Circulating tumor cells as Trojan Horse for understanding, preventing, and treating cancer: a critical appraisal. Cell Mol Life Sci 2020; 77:3671-3690. [PMID: 32333084 PMCID: PMC11104835 DOI: 10.1007/s00018-020-03529-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 03/29/2020] [Accepted: 04/15/2020] [Indexed: 02/06/2023]
Abstract
Circulating tumor cells (CTCs) are regarded as harbingers of metastases. Their ability to predict response to therapy, relapse, and resistance to treatment has proposed their value as putative diagnostic and prognostic indicators. CTCs represent one of the zeniths of cancer evolution in terms of cell survival; however, the triggers of CTC generation, the identification of potentially metastatic CTCs, and the mechanisms contributing to their heterogeneity and aggressiveness represent issues not yet fully deciphered. Thus, prior to enabling liquid biopsy applications to reach clinical prime time, understanding how the above mechanistic information can be applied to improve treatment decisions is a key challenge. Here, we provide our perspective on how CTCs can provide mechanistic insights into tumor pathogenesis, as well as on CTC clinical value. In doing so, we aim to (a) describe how CTCs disseminate from the primary tumor, and their link to epithelial-mesenchymal transition (EMT); (b) trace the route of CTCs through the circulation, focusing on tumor self-seeding and the possibility of tertiary metastasis; (c) describe possible mechanisms underlying the enhanced metastatic potential of CTCs; (d) discuss how CTC could provide further information on the tissue of origin, especially in cancer of unknown primary origin. We also provide a comprehensive review of meta-analyses assessing the prognostic significance of CTCs, to highlight the emerging role of CTCs in clinical oncology. We also explore how cell-free circulating tumor DNA (ctDNA) analysis, using a combination of genomic and phylogenetic analysis, can offer insights into CTC biology, including our understanding of CTC heterogeneity and tumor evolution. Last, we discuss emerging technologies, such as high-throughput quantitative imaging, radiogenomics, machine learning approaches, and the emerging breath biopsy. These technologies could compliment CTC and ctDNA analyses, and they collectively represent major future steps in cancer detection, monitoring, and management.
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Affiliation(s)
- Alexios-Fotios A Mentis
- Public Health Laboratories, Hellenic Pasteur Institute, Athens, Greece
- Department of Microbiology, University Hospital of Thessaly, Larissa, Greece
| | - Petros D Grivas
- Division of Oncology, Department of Medicine, University of Washington School of Medicine, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Nicholas A Romas
- Department of Urology, Columbia University Medical Center, Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Athanasios G Papavassiliou
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 75 M. Asias Street-Bldg. 16, 11527, Athens, Greece.
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23
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Okuda K, Nakanishi R. Circulating Cancer-Associated Cells for the Early Detection and Decision-Making Concerning Effective Therapeutic Strategies for NSCLC. J Thorac Oncol 2020; 15:1397-1398. [PMID: 32854911 DOI: 10.1016/j.jtho.2020.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 06/03/2020] [Accepted: 06/03/2020] [Indexed: 12/18/2022]
Affiliation(s)
- Katsuhiro Okuda
- Department of Oncology, Immunology, and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan.
| | - Ryoichi Nakanishi
- Department of Oncology, Immunology, and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
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24
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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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