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Ilenič P, Herman A, Langerholc E, Gazić B, Šeruga B. Association of androgen receptor and tumour-infiltrating lymphocytes with bone recurrence in triple-negative breast cancer. J Bone Oncol 2024; 44:100518. [PMID: 38374890 PMCID: PMC10874935 DOI: 10.1016/j.jbo.2023.100518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/13/2023] [Accepted: 12/20/2023] [Indexed: 02/21/2024] Open
Abstract
Background As compared to endocrine responsive breast cancer bone is less frequent site of distant recurrence in triple-negative breast cancer (TNBC). A biomarker which predicts bone recurrence would allow a more personalized treatment approach with adjuvant bisphosphonates in TNBC. Here we hypothesised that tumour expression of androgen receptor (AR) is associated with bone recurrence in TNBC. Materials and methods Patients with operable TNBC who were treated at the Institute of Oncology Ljubljana between 2005 and 2015 and developed distant recurrence were included into our study. Nuclear expression of AR in the tissue of primary tumours was determined immunohistochemically by using the Androgen Receptor (SP107) Rabbit Monoclonal Antibody. We applied a logistic regression model to test the association between expression of AR and development of bone metastases. The model was adjusted for selected known prognostic factors and possible confounders in TNBC, including the level of the stromal tumour-infiltrating lymphocytes (sTILs). Results At recurrence 45 (45 %) out of 100 patients presented with bone metastases. Additionally, seven (7 %) developed bone metastases metachronously. AR was expressed in primary tumours of 35 (35 %) women and 19 (54.3 %) developed bone recurrence. In 25 (25 %) patients sTILs were absent. Neither the proportion of AR positive cancer cells (OR = 1.00; 95 % CI 0.96-1.03; p = 1.00) nor the intensity of AR positive reaction (OR = 0.71; 95 % CI 0.02-21.4; p = 1.00) were significantly associated with bone recurrence. However, women with at least mild level of the sTILs were at significantly lower risk for bone recurrence as compared to those without any sTILs (OR = 0.01; 95 % CI < 0.01-0.08; p = 0.01). Conclusions Expression of AR is not significantly associated with the development of bone metastases in TNBC. However, patients with absent sTILs in their primary tumours are highly susceptible for recurrence in the bone and might particularly benefit from adjuvant bisphosphonates.
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Affiliation(s)
- Petra Ilenič
- University Medical Centre Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Ajda Herman
- University Medical Centre Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Erik Langerholc
- Institute for Biostatistics and Medical Informatics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
| | - Barbara Gazić
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
- Department of Pathology, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
| | - Boštjan Šeruga
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
- Division of Medical Oncology, Institute of Oncology Ljubljana, Zaloška cesta 2, Ljubljana, Slovenia
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Xing Y, Ba-Tu J, Dong C, Cao X, Li B, Jia X, Juan Y, Lv X, Zhang H, Qin N, Han W, Wang D, Qi X, Wang Y, Hao X, Zhang S, Du X, Wang H, Wang M. Phosphorylation of USP27X by GSK3β maintains the stability and oncogenic functions of CBX2. Cell Death Dis 2023; 14:782. [PMID: 38030604 PMCID: PMC10687032 DOI: 10.1038/s41419-023-06304-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 10/25/2023] [Accepted: 11/13/2023] [Indexed: 12/01/2023]
Abstract
Chromobox protein homolog 2 (CBX2) exerts a multifaceted impact on the progression of aggressive cancers. The proteasome-dependent pathway is crucial for modulating CBX2 regulation, while the specific regulatory roles and mechanisms of deubiquitinating enzymes targeting CBX2 remain poorly understood. Mass spectrometry analysis identified ubiquitin-specific peptidase 27X (USP27X) as a deubiquitinating enzyme that targets CBX2. Overexpression of USP27X significantly enhances CBX2 levels by promoting deubiquitination, while deficiency of USP27X leads to CBX2 degradation, thereby inhibiting tumorigenesis. Furthermore, it has been revealed that glycogen synthase kinase 3 beta (GSK3β) can directly bind to and phosphorylate USP27X, thereby enhancing the interaction between USP27X and CBX2 and leading to further stabilization of the CBX2 protein. Clinically, the co-expression of high levels of USP27X and CBX2 in breast cancer tissues is indicative of a poor prognosis for patients with this disease. These findings collectively underscore the critical regulatory role played by USP27X in modulating CBX2, thereby establishing the GSK3β-USP27X-CBX2 axis as a pivotal driver of malignant progression in breast cancer.
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Affiliation(s)
- Yushu Xing
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
- The Center for New Drug Safety Evaluation and Research, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Jirimu Ba-Tu
- Medical Innovation Center for Nationalities, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Chongyang Dong
- College of Traditional Chinese Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xiaodong Cao
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
- The Center for New Drug Safety Evaluation and Research, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Bing Li
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xin Jia
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Yu Juan
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xiaojie Lv
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Huiwen Zhang
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Na Qin
- College of Mongolian Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Wuri Han
- College of Mongolian Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Dongfeng Wang
- College of Traditional Chinese Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xiao Qi
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Yutong Wang
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xulu Hao
- College of Traditional Chinese Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Shuang Zhang
- College of Traditional Chinese Medicine, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - Xiaoli Du
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China.
- The Center for New Drug Safety Evaluation and Research, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China.
| | - Huanyun Wang
- College of Pharmacy, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China.
| | - Minjie Wang
- Medical Experimental Center of Basic Medical School, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China.
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Zhu W, Wang J, Luo H, Luo B, Li X, Liu S, Li C. Electrical Characterization and Analysis of Single Cells and Related Applications. BIOSENSORS 2023; 13:907. [PMID: 37887100 PMCID: PMC10605054 DOI: 10.3390/bios13100907] [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: 07/31/2023] [Revised: 08/26/2023] [Accepted: 09/01/2023] [Indexed: 10/28/2023]
Abstract
Biological parameters extracted from electrical signals from various body parts have been used for many years to analyze the human body and its behavior. In addition, electrical signals from cancer cell lines, normal cells, and viruses, among others, have been widely used for the detection of various diseases. Single-cell parameters such as cell and cytoplasmic conductivity, relaxation frequency, and membrane capacitance are important. There are many techniques available to characterize biomaterials, such as nanotechnology, microstrip cavity resonance measurement, etc. This article reviews single-cell isolation and sorting techniques, such as the micropipette separation method, separation and sorting system (dual electrophoretic array system), DEPArray sorting system (dielectrophoretic array system), cell selector sorting system, and microfluidic and valve devices, and discusses their respective advantages and disadvantages. Furthermore, it summarizes common single-cell electrical manipulations, such as single-cell amperometry (SCA), electrical impedance sensing (EIS), impedance flow cytometry (IFC), cell-based electrical impedance (CEI), microelectromechanical systems (MEMS), and integrated microelectrode array (IMA). The article also enumerates the application and significance of single-cell electrochemical analysis from the perspectives of CTC liquid biopsy, recombinant adenovirus, tumor cells like lung cancer DTCs (LC-DTCs), and single-cell metabolomics analysis. The paper concludes with a discussion of the current limitations faced by single-cell analysis techniques along with future directions and potential application scenarios.
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Affiliation(s)
- Weitao Zhu
- Clinical Medicine (Eight-Year Program), West China School of Medicine, Sichuan University, Chengdu 610044, China; (W.Z.); (J.W.)
| | - Jiaao Wang
- Clinical Medicine (Eight-Year Program), West China School of Medicine, Sichuan University, Chengdu 610044, China; (W.Z.); (J.W.)
| | - Hongzhi Luo
- Department of Laboratory Medicine, The Third Affiliated Hospital of Zunyi Medical University (The First People’s Hospital of Zunyi), Zunyi 563002, China;
| | - Binwen Luo
- School of Medicine, University of Electronic Science and Technology of China, Chengdu 610054, China;
| | - Xue Li
- Sichuan Hanyuan County People’s Hospital, Hanyuan 625300, China;
| | - Shan Liu
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Department of Medical Genetics, Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Chenzhong Li
- Biomedical Engineering, School of Medicine, The Chinese University of Hong Kong, Shenzhen 518172, China;
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Fridrichova I, Kalinkova L, Ciernikova S. Clinical Relevancy of Circulating Tumor Cells in Breast Cancer: Epithelial or Mesenchymal Characteristics, Single Cells or Clusters? Int J Mol Sci 2022; 23:12141. [PMID: 36292996 PMCID: PMC9603393 DOI: 10.3390/ijms232012141] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/05/2022] [Accepted: 10/07/2022] [Indexed: 07/30/2023] Open
Abstract
Metastatic breast cancer (MBC) is typically an incurable disease with high mortality rates; thus, early identification of metastatic features and disease recurrence through precise biomarkers is crucial. Circulating tumor cells (CTCs) consisting of heterogeneous subpopulations with different morphology and genetic, epigenetic, and gene expression profiles represent promising candidate biomarkers for metastatic potential. The experimentally verified role of epithelial-to-mesenchymal transition in cancer dissemination has not been clearly described in BC patients, but the stemness features of CTCs strongly contributes to metastatic potency. Single CTCs have been shown to be protected in the bloodstream against recognition by the immune system through impaired interactions with T lymphocytes and NK cells, while associations of heterotypic CTC clusters with platelets, leucocytes, neutrophils, tumor-associated macrophages, and fibroblasts improve their tumorigenic behavior. In addition to single CTC and CTC cluster characteristics, we reviewed CTC evaluation methods and clinical studies in early and metastatic BCs. The variable CTC tests were developed based on specific principles and strategies. However, CTC count and the presence of CTC clusters were shown to be most clinically relevant in existing clinical trials. Despite the known progress in CTC research and sampling of BC patients, implementation of CTCs and CTC clusters in routine diagnostic and treatment strategies still requires improvement in detection sensitivity and precise molecular characterizations, focused predominantly on the role of CTC clusters for their higher metastatic potency.
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Ramos EK, Tsai CF, Jia Y, Cao Y, Manu M, Taftaf R, Hoffmann AD, El-Shennawy L, Gritsenko MA, Adorno-Cruz V, Schuster EJ, Scholten D, Patel D, Liu X, Patel P, Wray B, Zhang Y, Zhang S, Moore RJ, Mathews JV, Schipma MJ, Liu T, Tokars VL, Cristofanilli M, Shi T, Shen Y, Dashzeveg NK, Liu H. Machine learning-assisted elucidation of CD81-CD44 interactions in promoting cancer stemness and extracellular vesicle integrity. eLife 2022; 11:e82669. [PMID: 36193887 PMCID: PMC9581534 DOI: 10.7554/elife.82669] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 08/26/2022] [Indexed: 11/30/2022] Open
Abstract
Tumor-initiating cells with reprogramming plasticity or stem-progenitor cell properties (stemness) are thought to be essential for cancer development and metastatic regeneration in many cancers; however, elucidation of the underlying molecular network and pathways remains demanding. Combining machine learning and experimental investigation, here we report CD81, a tetraspanin transmembrane protein known to be enriched in extracellular vesicles (EVs), as a newly identified driver of breast cancer stemness and metastasis. Using protein structure modeling and interface prediction-guided mutagenesis, we demonstrate that membrane CD81 interacts with CD44 through their extracellular regions in promoting tumor cell cluster formation and lung metastasis of triple negative breast cancer (TNBC) in human and mouse models. In-depth global and phosphoproteomic analyses of tumor cells deficient with CD81 or CD44 unveils endocytosis-related pathway alterations, leading to further identification of a quality-keeping role of CD44 and CD81 in EV secretion as well as in EV-associated stemness-promoting function. CD81 is coexpressed along with CD44 in human circulating tumor cells (CTCs) and enriched in clustered CTCs that promote cancer stemness and metastasis, supporting the clinical significance of CD81 in association with patient outcomes. Our study highlights machine learning as a powerful tool in facilitating the molecular understanding of new molecular targets in regulating stemness and metastasis of TNBC.
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Affiliation(s)
- Erika K Ramos
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Driskill Graduate Program in Life Science, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - Chia-Feng Tsai
- Biological Sciences Division, Pacific Northwest National LaboratoryWashingtonUnited States
| | - Yuzhi Jia
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
| | - Yue Cao
- Department of Electrical and Computer Engineering, TEES-AgriLife Center for Bioinformatics and Genomic Systems Engineering, Texas A&M UniversityCollege StationUnited States
| | - Megan Manu
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
| | - Rokana Taftaf
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Driskill Graduate Program in Life Science, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - Andrew D Hoffmann
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
| | | | - Marina A Gritsenko
- Biological Sciences Division, Pacific Northwest National LaboratoryWashingtonUnited States
| | | | - Emma J Schuster
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Driskill Graduate Program in Life Science, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - David Scholten
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Driskill Graduate Program in Life Science, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - Dhwani Patel
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
| | - Xia Liu
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Department of Toxicology and Cancer Biology, University of KentuckyLexingtonUnited States
| | - Priyam Patel
- Quantitative Data Science Core, Center for Genetic Medicine, Northwestern University Feinberg School of MedicineChicagoUnited States
| | - Brian Wray
- Quantitative Data Science Core, Center for Genetic Medicine, Northwestern University Feinberg School of MedicineChicagoUnited States
| | - Youbin Zhang
- Department of Medicine, Hematology/Oncology Division, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - Shanshan Zhang
- Pathology Core Facility, Northwestern UniversityChicagoUnited States
| | - Ronald J Moore
- Biological Sciences Division, Pacific Northwest National LaboratoryWashingtonUnited States
| | - Jeremy V Mathews
- Pathology Core Facility, Northwestern UniversityChicagoUnited States
| | - Matthew J Schipma
- Quantitative Data Science Core, Center for Genetic Medicine, Northwestern University Feinberg School of MedicineChicagoUnited States
| | - Tao Liu
- Biological Sciences Division, Pacific Northwest National LaboratoryWashingtonUnited States
| | - Valerie L Tokars
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
| | - Massimo Cristofanilli
- Department of Medicine, Hematology/Oncology Division, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
| | - Tujin Shi
- Biological Sciences Division, Pacific Northwest National LaboratoryWashingtonUnited States
| | - Yang Shen
- Department of Electrical and Computer Engineering, TEES-AgriLife Center for Bioinformatics and Genomic Systems Engineering, Texas A&M UniversityCollege StationUnited States
| | | | - Huiping Liu
- Department of Pharmacology, Northwestern UniversityChicagoUnited States
- Department of Medicine, Hematology/Oncology Division, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern UniversityChicagoUnited States
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Ju S, Chen C, Zhang J, Xu L, Zhang X, Li Z, Chen Y, Zhou J, Ji F, Wang L. Detection of circulating tumor cells: opportunities and challenges. Biomark Res 2022; 10:58. [PMID: 35962400 PMCID: PMC9375360 DOI: 10.1186/s40364-022-00403-2] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/26/2022] [Indexed: 11/25/2022] Open
Abstract
Circulating tumor cells (CTCs) are cells that shed from a primary tumor and travel through the bloodstream. Studying the functional and molecular characteristics of CTCs may provide in-depth knowledge regarding highly lethal tumor diseases. Researchers are working to design devices and develop analytical methods that can capture and detect CTCs in whole blood from cancer patients with improved sensitivity and specificity. Techniques using whole blood samples utilize physical prosperity, immunoaffinity or a combination of the above methods and positive and negative enrichment during separation. Further analysis of CTCs is helpful in cancer monitoring, efficacy evaluation and designing of targeted cancer treatment methods. Although many advances have been achieved in the detection and molecular characterization of CTCs, several challenges still exist that limit the current use of this burgeoning diagnostic approach. In this review, a brief summary of the biological characterization of CTCs is presented. We focus on the current existing CTC detection methods and the potential clinical implications and challenges of CTCs. We also put forward our own views regarding the future development direction of CTCs.
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Affiliation(s)
- Siwei Ju
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Cong Chen
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Jiahang Zhang
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Lin Xu
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Xun Zhang
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Zhaoqing Li
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Yongxia Chen
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Jichun Zhou
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China
| | - Feiyang Ji
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China.
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China.
| | - Linbo Wang
- Department of Surgical Oncology, The Sir Run Run Shaw Hospital Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou, China.
- Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Zhejiang, Hangzhou, China.
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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: 27] [Impact Index Per Article: 9.0] [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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8
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Tian B, Li Q. Single-Cell Sequencing and Its Applications in Liver Cancer. Front Oncol 2022; 12:857037. [PMID: 35574365 PMCID: PMC9097917 DOI: 10.3389/fonc.2022.857037] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/24/2022] [Indexed: 02/06/2023] Open
Abstract
As one of the most lethal cancers, primary liver cancer (PLC) has high tumor heterogeneity, including the heterogeneity between cancer cells. Traditional methods which have been used to identify tumor heterogeneity for a long time are based on large mixed cell samples, and the research results usually show average level of the cell population, ignoring the heterogeneity between cancer cells. In recent years, single-cell sequencing has been increasingly applied to the studies of PLCs. It can detect the heterogeneity between cancer cells, distinguish each cell subgroup in the tumor microenvironment (TME), and also reveal the clonal characteristics of cancer cells, contributing to understand the evolution of tumor. Here, we introduce the process of single-cell sequencing, review the applications of single-cell sequencing in the heterogeneity of cancer cells, TMEs, oncogenesis, and metastatic mechanisms of liver cancer, and discuss some of the current challenges in the field.
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Lin D, Shen L, Luo M, Zhang K, Li J, Yang Q, Zhu F, Zhou D, Zheng S, Chen Y, Zhou J. Circulating tumor cells: biology and clinical significance. Signal Transduct Target Ther 2021; 6:404. [PMID: 34803167 PMCID: PMC8606574 DOI: 10.1038/s41392-021-00817-8] [Citation(s) in RCA: 390] [Impact Index Per Article: 97.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 10/06/2021] [Accepted: 10/27/2021] [Indexed: 02/07/2023] Open
Abstract
Circulating tumor cells (CTCs) are tumor cells that have sloughed off the primary tumor and extravasate into and circulate in the blood. Understanding of the metastatic cascade of CTCs has tremendous potential for the identification of targets against cancer metastasis. Detecting these very rare CTCs among the massive blood cells is challenging. However, emerging technologies for CTCs detection have profoundly contributed to deepening investigation into the biology of CTCs and have facilitated their clinical application. Current technologies for the detection of CTCs are summarized herein, together with their advantages and disadvantages. The detection of CTCs is usually dependent on molecular markers, with the epithelial cell adhesion molecule being the most widely used, although molecular markers vary between different types of cancer. Properties associated with epithelial-to-mesenchymal transition and stemness have been identified in CTCs, indicating their increased metastatic capacity. Only a small proportion of CTCs can survive and eventually initiate metastases, suggesting that an interaction and modulation between CTCs and the hostile blood microenvironment is essential for CTC metastasis. Single-cell sequencing of CTCs has been extensively investigated, and has enabled researchers to reveal the genome and transcriptome of CTCs. Herein, we also review the clinical applications of CTCs, especially for monitoring response to cancer treatment and in evaluating prognosis. Hence, CTCs have and will continue to contribute to providing significant insights into metastatic processes and will open new avenues for useful clinical applications.
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Affiliation(s)
- Danfeng Lin
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Breast Surgery, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Lesang Shen
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Meng Luo
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Kun Zhang
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jinfan Li
- Department of Pathology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qi Yang
- Department of Pathology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fangfang Zhu
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Dan Zhou
- Department of Surgery, Traditional Chinese Medical Hospital of Zhuji, Shaoxing, China
| | - Shu Zheng
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yiding Chen
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Jiaojiao Zhou
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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10
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Patel DA, Blay J. Seeding metastases: The role and clinical utility of circulating tumour cells. Tumour Biol 2021; 43:285-306. [PMID: 34690152 DOI: 10.3233/tub-210001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Peripheral human blood is a readily-accessible source of patient material in which circulating tumour cells (CTCs) can be found. Their isolation and characterization holds the potential to provide prognostic value for various solid cancers. Enumeration of CTCs from blood is becoming a common practice in informing prognosis and may guide therapy decisions. It is further recognized that enumeration alone does not capture perspective on the heterogeneity of tumours and varying functional abilities of the CTCs to interact with the secondary microenvironment. Characterizing the isolated CTCs further, in particular assessing their functional abilities, can track molecular changes in the disease progress. As a step towards identifying a suite of functional features of CTCs that could aid in clinical decisions, developing a CTC isolation technique based on extracellular matrix (ECM) interactions may provide a more solid foundation for isolating the cells of interest. Techniques based on size, charge, density, and single biomarkers are not sufficient as they underutilize other characteristics of cancer cells. The ability of cancer cells to interact with ECM proteins presents an opportunity to utilize their full character in capturing, and also allows assessment of the features that reveal how cells might behave at secondary sites during metastasis. This article will review some common techniques and recent advances in CTC capture technologies. It will further explore the heterogeneity of the CTC population, challenges they experience in their metastatic journey, and the advantages of utilizing an ECM-based platform for CTC capture. Lastly, we will discuss how tailored ECM approaches may present an optimal platform to capture an influential heterogeneous population of CTCs.
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Affiliation(s)
- Deep A Patel
- School of Pharmacy, University of Waterloo, Waterloo, ON, Canada
| | - Jonathan Blay
- School of Pharmacy, University of Waterloo, Waterloo, ON, Canada.,Department of Pathology, Dalhousie University, Halifax, NS, Canada
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11
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Xu J, Liao K, Yang X, Wu C, Wu W, Han S. Using single-cell sequencing technology to detect circulating tumor cells in solid tumors. Mol Cancer 2021; 20:104. [PMID: 34412644 PMCID: PMC8375060 DOI: 10.1186/s12943-021-01392-w] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 07/12/2021] [Indexed: 12/30/2022] Open
Abstract
Circulating tumor cells are tumor cells with high vitality and high metastatic potential that invade and shed into the peripheral blood from primary solid tumors or metastatic foci. Due to the heterogeneity of tumors, it is difficult for high-throughput sequencing analysis of tumor tissues to find the genomic characteristics of low-abundance tumor stem cells. Single-cell sequencing of circulating tumor cells avoids interference from tumor heterogeneity by comparing the differences between single-cell genomes, transcriptomes, and epigenetic groups among circulating tumor cells, primary and metastatic tumors, and metastatic lymph nodes in patients' peripheral blood, providing a new perspective for understanding the biological process of tumors. This article describes the identification, biological characteristics, and single-cell genome-wide variation in circulating tumor cells and summarizes the application of single-cell sequencing technology to tumor typing, metastasis analysis, progression detection, and adjuvant therapy.
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Affiliation(s)
- Jiasheng Xu
- Department of Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, No.1558, Sanhuan North Road, Wuxing District Zhejiang Province, Huzhou, China.,Department of Vascular Surgery, the Second Affiliated Hospital of Nanchang University, No. 1 Minde Road, Nanchang, 330006, Jiangxi, China
| | - Kaili Liao
- Department of Clinical Laboratory, the Second Affiliated Hospital of Nanchang University, No. 1 Minde Road, Nanchang, 330006, Jiangxi, China
| | - Xi Yang
- Department of Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, No.1558, Sanhuan North Road, Wuxing District Zhejiang Province, Huzhou, China
| | - Chengfeng Wu
- Department of Vascular Surgery, the Second Affiliated Hospital of Nanchang University, No. 1 Minde Road, Nanchang, 330006, Jiangxi, China
| | - Wei Wu
- Department of Gastroenterology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, No.1558, Sanhuan North Road, Wuxing District Zhejiang Province, 313000, Huzhou, China
| | - Shuwen Han
- Department of Oncology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, No.1558, Sanhuan North Road, Wuxing District Zhejiang Province, Huzhou, China.
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12
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Garrido-Navas MC, García-Díaz A, Molina-Vallejo MP, González-Martínez C, Alcaide Lucena M, Cañas-García I, Bayarri C, Delgado JR, González E, Lorente JA, Serrano MJ. The Polemic Diagnostic Role of TP53 Mutations in Liquid Biopsies from Breast, Colon and Lung Cancers. Cancers (Basel) 2020; 12:E3343. [PMID: 33198130 PMCID: PMC7696715 DOI: 10.3390/cancers12113343] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 11/02/2020] [Accepted: 11/10/2020] [Indexed: 12/15/2022] Open
Abstract
Being minimally invasive and thus allowing repeated measures over time, liquid biopsies are taking over traditional solid biopsies in certain circumstances such as those for unreachable tumors, very early stages or treatment monitoring. However, regarding TP53 mutation status analysis, liquid biopsies have not yet substituted tissue samples, mainly due to the lack of concordance between the two types of biopsies. This needs to be examined in a study-dependent manner, taking into account the particular type of liquid biopsy analyzed, that is, circulating tumor cells (CTCs) or cell-free DNA (cfDNA), its involvement in the tumor biology and evolution and, finally, the technology used to analyze each biopsy type. Here, we review the main studies analyzing TP53 mutations in either CTCs or cfDNA in the three more prevalent solid tumors: breast, colon and lung cancers. We evaluate the correlation for mutation status between liquid biopsies and tumor tissue, suggesting possible sources of discrepancies, as well as evaluating the clinical utility of using liquid biopsies for the analysis of TP53 mutation status and the future actions that need to be undertaken to make liquid biopsy analysis a reality for the evaluation of TP53 mutations.
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Affiliation(s)
- M. Carmen Garrido-Navas
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Universidad Internacional de la Rioja, Avenida de la Paz, 137, 26006 Logroño, Spain
| | - Abel García-Díaz
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Departamento de Medicina, Facultad de Medicina, Universidad de Granada, 18016 Granada, Spain
| | - Maria Pilar Molina-Vallejo
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
| | - Coral González-Martínez
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
| | - Miriam Alcaide Lucena
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Servicio de Cirugía General y del Aparato Digestivo, Hospital Clínico San Cecilio, 18016 Granada, Spain
| | - Inés Cañas-García
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Servicio de Cirugía General y del Aparato Digestivo, Hospital Clínico San Cecilio, 18016 Granada, Spain
| | - Clara Bayarri
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Department of Thoracic Surgery, Virgen de las Nieves University Hospital, Av. de las Fuerzas Armadas, 2, 18014 Granada, Spain
| | - Juan Ramón Delgado
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs. GRANADA), Complejo Hospitalario Universitario Granada (CHUG), University of Granada, 18012 Granada, Spain; (J.R.D.); (E.G.)
| | - Encarna González
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs. GRANADA), Complejo Hospitalario Universitario Granada (CHUG), University of Granada, 18012 Granada, Spain; (J.R.D.); (E.G.)
| | - Jose Antonio Lorente
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Laboratory of Genetic Identification, Department of Legal Medicine, University of Granada, Av. de la Investigación, 11, 18071 Granada, Spain
| | - M. Jose Serrano
- GENYO Centre for Genomics and Oncological Research, formed by Pfizer, the University of Granada and the Andalusian Regional Government, PTS Granada, Liquid Biopsy and Cancer Interception Group, Av. de la Ilustración, 114, 18016 Granada, Spain; (A.G.-D.); (M.P.M.-V.); (C.G.-M.); (M.A.L.); (I.C.-G.); (C.B.); (J.A.L.)
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs. GRANADA), Complejo Hospitalario Universitario Granada (CHUG), University of Granada, 18012 Granada, Spain; (J.R.D.); (E.G.)
- Department of Pathological Anatomy, Faculty of Medicine, Campus de Ciencias de la Salud, University of Granada, 18016 Granada, Spain
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13
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Optimization of a WGA-Free Molecular Tagging-Based NGS Protocol for CTCs Mutational Profiling. Int J Mol Sci 2020; 21:ijms21124364. [PMID: 32575430 PMCID: PMC7352435 DOI: 10.3390/ijms21124364] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 06/11/2020] [Accepted: 06/17/2020] [Indexed: 02/08/2023] Open
Abstract
Molecular characterization of Circulating Tumor Cells (CTCs) is still challenging, despite attempts to minimize the drawbacks of Whole Genome Amplification (WGA). In this paper, we propose a Next-Generation Sequencing (NGS) optimized protocol based on molecular tagging technology, in order to detect CTCs mutations while skipping the WGA step. MDA-MB-231 and MCF-7 cell lines, as well as leukocytes, were sorted into pools (2–5 cells) using a DEPArray™ system and were employed to set up the overall NGS procedure. A substantial reduction of reagent volume for the preparation of libraries was performed, in order to fit the limited DNA templates directly derived from cell lysates. Known variants in TP53, KRAS, and PIK3CA genes were detected in almost all the cell line pools (35/37 pools, 94.6%). No additional alterations, other than those which were expected, were found in all tested pools and no mutations were detected in leukocytes. The translational value of the optimized NGS workflow is confirmed by sequencing CTCs pools isolated from eight breast cancer patients and through the successful detection of variants. In conclusion, this study shows that the proposed NGS molecular tagging approach is technically feasible and, compared to traditional NGS approaches, has the advantage of filtering out the artifacts generated during library amplification, allowing for the reliable detection of mutations and, thus, making it highly promising for clinical use.
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14
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Davaran S, Sadeghinia M, Jamalpoor Z, Raeisdasteh Hokmabad V, Doosti-Telgerd M, Karimian A, Sadeghinia Z, Khalilifard J, Keramt A, Moradikhah F, Sadeghinia A. Multiple functions of microfluidic platforms: Characterization and applications in tissue engineering and diagnosis of cancer. Electrophoresis 2020; 41:1081-1094. [PMID: 32103511 DOI: 10.1002/elps.201900341] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 02/16/2020] [Accepted: 02/19/2020] [Indexed: 12/13/2022]
Abstract
Microfluidic system, or lab-on-a-chip, has grown explosively. This system has been used in research for the first time and then entered in the clinical section. Due to economic reasons, this technique has been used for screening of laboratory and clinical indices. The microfluidic system solves some difficulties accompanied by clinical and biological applications. In this review, the interpretation and analysis of some recent developments in microfluidic systems in biomedical applications with more emphasis on tissue engineering and cancer will be discussed. Moreover, we try to discuss the features and functions of microfluidic systems.
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Affiliation(s)
- Soodabeh Davaran
- Department of Pharmaceutical Chemistry, Faculty of pharmacy, Tabriz University of Medical Science, Tabriz, Iran.,Drug Applied Research Center, Tabriz University of Medical Science, Tabriz, Iran
| | - Mohammad Sadeghinia
- School of Chemistry, University College of Science, University of Tehran, Tehran, Iran
| | - Zahra Jamalpoor
- Trauma Research Center, Aja University of Medical Science, Tehran, Iran
| | - Vahideh Raeisdasteh Hokmabad
- Drug Applied Research Center and Department of Medical Nanotechnology, Faculty of Advanced Medical Science, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehdi Doosti-Telgerd
- Department of Pharmaceutical Biomaterials, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Ansar Karimian
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| | - Zahra Sadeghinia
- Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Javad Khalilifard
- Hepatitis Research Center, Lorestan University of Medical Sciences, Kohorramabad, Iran
| | - Akram Keramt
- Department of Pharmaceutical Chemistry, Faculty of pharmacy, Tabriz University of Medical Science, Tabriz, Iran.,Drug Applied Research Center, Tabriz University of Medical Science, Tabriz, Iran
| | - Farzad Moradikhah
- Department of Biomedical Engineering, Amirkabir, University of Technology, Tehran, Iran
| | - Ali Sadeghinia
- Department of Pharmaceutical Chemistry, Faculty of pharmacy, Tabriz University of Medical Science, Tabriz, Iran.,Drug Applied Research Center, Tabriz University of Medical Science, Tabriz, Iran.,Drug Applied Research Center and Department of Medical Nanotechnology, Faculty of Advanced Medical Science, Tabriz University of Medical Sciences, Tabriz, Iran.,Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
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15
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Heterogeneity of Circulating Tumor Cells in Breast Cancer: Identifying Metastatic Seeds. Int J Mol Sci 2020; 21:ijms21051696. [PMID: 32121639 PMCID: PMC7084665 DOI: 10.3390/ijms21051696] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 02/27/2020] [Accepted: 02/28/2020] [Indexed: 12/24/2022] Open
Abstract
Metastasis being the main cause of breast cancer (BC) mortality represents the complex and multistage process. The entrance of tumor cells into the blood vessels and the appearance of circulating tumor cells (CTCs) seeding and colonizing distant tissues and organs are one of the key stages in the metastatic cascade. Like the primary tumor, CTCs are extremely heterogeneous and presented by clusters and individual cells which consist of phenotypically and genetically distinct subpopulations. However, among this diversity, only a small number of CTCs is able to survive in the bloodstream and to form metastases. The identification of the metastasis-initiating CTCs is believed to be a critical issue in developing therapeutic strategies against metastatic disease. In this review, we summarize the available literature addressing morphological, phenotypic and genetic heterogeneity of CTCs and the molecular makeup of specific subpopulations associated with BC metastasis. Special attention is paid to the need for in vitro and in vivo studies to confirm the tumorigenic and metastatic potential of metastasis-associating CTCs. Finally, we consider treatment approaches that could be effective to eradicate metastatic CTCs and to prevent metastasis.
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16
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Wang Q, Zhao L, Han L, Tuo X, Ma S, Wang Y, Feng X, Liang D, Sun C, Wang Q, Song Q, Li Q. The Discordance of Gene Mutations between Circulating Tumor Cells and Primary/Metastatic Tumor. Mol Ther Oncolytics 2019; 15:21-29. [PMID: 31650022 PMCID: PMC6804648 DOI: 10.1016/j.omto.2019.08.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 08/19/2019] [Indexed: 12/14/2022] Open
Abstract
Circulating tumor cells (CTCs) are an important part in the field of "liquid biopsy." However, major questions remain to be answered whether the mutations in the CTCs represent the mutations in primary tumor tissue and metastatic tumors. We compared the genetic mutations between CTCs and their matched tumors, and extracted data on the heterogeneity of the mutational status in CTCs and the change in mutations of CTCs before and during treatment. For mutations detected in single genes, we calculated the concordance of the mutations between the CTCs and primary tumor tissue. For mutations detected in multiple genes, we calculated the concordance of the mutations between the CTCs and primary/metastatic tumor tissue. The heterogeneity of the mutational status is clearly present in CTCs. For mutations detected in a single gene, the overall concordance of mutations is 53.05%. For mutations detected in multiple genes, the concordance of mutations is extremely different. The heterogeneity of the mutational status existed in single CTCs, and the mutational status of CTCs was discordant with that of tumor tissue.
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Affiliation(s)
- Qi Wang
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
- Center for Single-Cell Biology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Lanbo Zhao
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Lu Han
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Xiaoqian Tuo
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Sijia Ma
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Yiran Wang
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Xue Feng
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Dongxin Liang
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Chao Sun
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Qing Wang
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
| | - Qing Song
- Center for Single-Cell Biology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
- Cardiovascular Research Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
| | - Qiling Li
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
- Center for Single-Cell Biology, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi 710061, China
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17
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Lim SB, Lim CT, Lim WT. Single-Cell Analysis of Circulating Tumor Cells: Why Heterogeneity Matters. Cancers (Basel) 2019; 11:cancers11101595. [PMID: 31635038 PMCID: PMC6826423 DOI: 10.3390/cancers11101595] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 12/31/2022] Open
Abstract
Unlike bulk-cell analysis, single-cell approaches have the advantage of assessing cellular heterogeneity that governs key aspects of tumor biology. Yet, their applications to circulating tumor cells (CTCs) are relatively limited, due mainly to the technical challenges resulting from extreme rarity of CTCs. Nevertheless, recent advances in microfluidics and immunoaffinity enrichment technologies along with sequencing platforms have fueled studies aiming to enrich, isolate, and sequence whole genomes of CTCs with high fidelity across various malignancies. Here, we review recent single-cell CTC (scCTC) sequencing efforts, and the integrated workflows, that have successfully characterized patient-derived CTCs. We examine how these studies uncover DNA alterations occurring at multiple molecular levels ranging from point mutations to chromosomal rearrangements from a single CTC, and discuss their cellular heterogeneity and clinical consequences. Finally, we highlight emerging strategies to address key challenges currently limiting the translation of these findings to clinical practice.
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Affiliation(s)
- Su Bin Lim
- NUS Graduate School for Integrative Sciences & Engineering, National University of Singapore, Singapore 117456, Singapore.
- Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore.
| | - Chwee Teck Lim
- NUS Graduate School for Integrative Sciences & Engineering, National University of Singapore, Singapore 117456, Singapore.
- Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore.
- Mechanobiology Institute, National University of Singapore, Singapore 117411, Singapore.
- Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore 117599, Singapore.
| | - Wan-Teck Lim
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore.
- Office of Academic and Clinical Development, Duke-NUS Medical School, Singapore 169857, Singapore.
- IMCB NCC MPI Singapore Oncogenome Laboratory, Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore.
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18
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Abstract
As an alternative target to surgically resected tissue specimens, liquid biopsy has gained much attention over the past decade. Of the various circulating biomarkers, circulating tumor cells (CTCs) have particularly opened new windows into the metastatic cascade, with their functional, biochemical, and biophysical properties. Given the extreme rarity of intact CTCs and the associated technical challenges, however, analyses have been limited to bulk-cell strategies, missing out on clinically significant sources of information from cellular heterogeneity. With recent technological developments, it is now possible to probe genetic material of CTCs at the single-cell resolution to study spatial and temporal dynamics in circulation. Here, we discuss recent transcriptomic profiling efforts that enabled single-cell characterization of patient-derived CTCs spanning diverse cancer types. We further highlight how expression data of these putative biomarkers have advanced our understanding of metastatic spectrum and provided a basis for the development of CTC-based liquid biopsies to track, monitor, and predict the efficacy of therapy and any emergent resistance.
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19
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Batth IS, Mitra A, Rood S, Kopetz S, Menter D, Li S. CTC analysis: an update on technological progress. Transl Res 2019; 212:14-25. [PMID: 31348892 PMCID: PMC6755047 DOI: 10.1016/j.trsl.2019.07.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 05/21/2019] [Accepted: 07/09/2019] [Indexed: 12/28/2022]
Abstract
There is a growing need for a more accurate, real-time assessment of tumor status and the probability of metastasis, relapse, or response to treatment. Conventional means of assessment include imaging and tissue biopsies that can be highly invasive, may not provide complete information of the disease's heterogeneity, and not ideal for repeat analysis. Therefore, a less-invasive means of acquiring similar information at greater time points is necessary. Liquid biopsies are samples of a patients' peripheral blood and hold potential of addressing these criteria. Ongoing research has revealed that a tumor can release circulating cells, genetic materials (DNA or RNA), and exosomes into circulation. These potential biomarkers can be captured in a liquid biopsy and analyzed to determine disease status. To achieve these goals, numerous technologies have been developed. In this review, we discuss both prominent and newly developed technologies for circulating tumor cell capture and analysis and their clinical impact.
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Affiliation(s)
- Izhar S Batth
- Department of Pediatrics - Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Abhisek Mitra
- Department of Pediatrics - Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Scott Kopetz
- Department of Gastrointestinal (GI) Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - David Menter
- Department of Gastrointestinal (GI) Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Shulin Li
- Department of Pediatrics - Research, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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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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Circulating Hybrid Cells Join the Fray of Circulating Cellular Biomarkers. Cell Mol Gastroenterol Hepatol 2019; 8:595-607. [PMID: 31319228 PMCID: PMC6889578 DOI: 10.1016/j.jcmgh.2019.07.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 07/03/2019] [Accepted: 07/05/2019] [Indexed: 12/11/2022]
Abstract
Gastrointestinal cancers account for more cancer-related deaths than any other organ system, owing in part to difficulties in early detection, treatment response assessment, and post-treatment surveillance. Circulating biomarkers hold the promise for noninvasive liquid biopsy platforms to overcome these obstacles. Although tumors shed detectable levels of degraded genetic material and cellular debris into peripheral blood, identifying reproducible and clinically relevant information from these analytes (eg, cell-free nucleotides, exosomes, proteins) has proven difficult. Cell-based circulating biomarkers also present challenges, but have multiple advantages including allowing for a more comprehensive tumor analysis, and communicating the risk of metastatic spread. Circulating tumor cells have dominated the cancer cell biomarker field with robust evidence in extraintestinal cancers; however, establishing their clinical utility beyond that of prognostication in colorectal and pancreatic cancers has remained elusive. Recently identified novel populations of tumor-derived cells bring renewed potential to this area of investigation. Cancer-associated macrophage-like cells, immune cells with phagocytosed tumor material, also show utility in prognostication and assessing treatment responsiveness. In addition, circulating hybrid cells are the result of tumor-macrophage fusion, with mounting evidence for a role in the metastatic cascade. Because of their relative abundance in circulation, circulating hybrid cells have great potential as a liquid biomarker for early detection, prognostication, and surveillance. In all, the power of the cell reaches beyond enumeration by providing a cellular source of tumor DNA, RNA, and protein, which can be harnessed to impact overall survival.
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Insights on CTC Biology and Clinical Impact Emerging from Advances in Capture Technology. Cells 2019; 8:cells8060553. [PMID: 31174404 PMCID: PMC6627072 DOI: 10.3390/cells8060553] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 05/31/2019] [Accepted: 06/03/2019] [Indexed: 01/01/2023] Open
Abstract
Circulating tumor cells (CTCs) and circulating tumor microemboli (CTM) have been shown to correlate negatively with patient survival. Actual CTC counts before and after treatment can be used to aid in the prognosis of patient outcomes. The presence of circulating tumor materials (CTMat) can advertise the presence of metastasis before clinical presentation, enabling the early detection of relapse. Importantly, emerging evidence is indicating that cancer treatments can actually increase the incidence of CTCs and metastasis in pre-clinical models. Subsequently, the study of CTCs, their biology and function are of vital importance. Emerging technologies for the capture of CTC/CTMs and CTMat are elucidating vitally important biological and functional information that can lead to important alterations in how therapies are administered. This paves the way for the development of a "liquid biopsy" where treatment decisions can be informed by information gleaned from tumor cells and tumor cell debris in the blood.
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Abstract
Precision medicine is emerging as a cornerstone of future cancer care with the objective of providing targeted therapies based on the molecular phenotype of each individual patient. Traditional bulk-level molecular phenotyping of tumours leads to significant information loss, as the molecular profile represents an average phenotype over large numbers of cells, while cancer is a disease with inherent intra-tumour heterogeneity at the cellular level caused by several factors, including clonal evolution, tissue hierarchies, rare cells and dynamic cell states. Single-cell sequencing provides means to characterize heterogeneity in a large population of cells and opens up opportunity to determine key molecular properties that influence clinical outcomes, including prognosis and probability of treatment response. Single-cell sequencing methods are now reliable enough to be used in many research laboratories, and we are starting to see applications of these technologies for characterization of human primary cancer cells. In this review, we provide an overview of studies that have applied single-cell sequencing to characterize human cancers at the single-cell level, and we discuss some of the current challenges in the field.
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Affiliation(s)
- Mattias Rantalainen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels Vag 12A, Stockholm, Sweden
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Agnoletto C, Corrà F, Minotti L, Baldassari F, Crudele F, Cook WJJ, Di Leva G, d'Adamo AP, Gasparini P, Volinia S. Heterogeneity in Circulating Tumor Cells: The Relevance of the Stem-Cell Subset. Cancers (Basel) 2019; 11:cancers11040483. [PMID: 30959764 PMCID: PMC6521045 DOI: 10.3390/cancers11040483] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 03/16/2019] [Accepted: 03/30/2019] [Indexed: 12/20/2022] Open
Abstract
The release of circulating tumor cells (CTCs) into vasculature is an early event in the metastatic process. The analysis of CTCs in patients has recently received widespread attention because of its clinical implications, particularly for precision medicine. Accumulated evidence documents a large heterogeneity in CTCs across patients. Currently, the most accepted view is that tumor cells with an intermediate phenotype between epithelial and mesenchymal have the highest plasticity. Indeed, the existence of a meta-stable or partial epithelial–mesenchymal transition (EMT) cell state, with both epithelial and mesenchymal features, can be easily reconciled with the concept of a highly plastic stem-like state. A close connection between EMT and cancer stem cells (CSC) traits, with enhanced metastatic competence and drug resistance, has also been described. Accordingly, a subset of CTCs consisting of CSC, present a stemness profile, are able to survive chemotherapy, and generate metastases after xenotransplantation in immunodeficient mice. In the present review, we discuss the current evidence connecting CTCs, EMT, and stemness. An improved understanding of the CTC/EMT/CSC connections may uncover novel therapeutic targets, irrespective of the tumor type, since most cancers seem to harbor a pool of CSCs, and disclose important mechanisms underlying tumorigenicity.
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Affiliation(s)
- Chiara Agnoletto
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Fabio Corrà
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Linda Minotti
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Federica Baldassari
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | - Francesca Crudele
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
| | | | - Gianpiero Di Leva
- School of Environment and Life Sciences, University of Salford, Salford M5 4WT, UK.
| | - Adamo Pio d'Adamo
- Department of Medicine, Surgery and Health Sciences, University of Trieste, 34127 Trieste, Italy.
- Institute for Maternal and Child Health-IRCCS "Burlo Garofolo", 34137 Trieste, Italy.
| | - Paolo Gasparini
- Department of Medicine, Surgery and Health Sciences, University of Trieste, 34127 Trieste, Italy.
- Institute for Maternal and Child Health-IRCCS "Burlo Garofolo", 34137 Trieste, Italy.
| | - Stefano Volinia
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, 44121 Ferrara, Italy.
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Cho H, Kim J, Song H, Sohn KY, Jeon M, Han KH. Microfluidic technologies for circulating tumor cell isolation. Analyst 2019; 143:2936-2970. [PMID: 29796523 DOI: 10.1039/c7an01979c] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Metastasis is the main cause of tumor-related death, and the dispersal of tumor cells through the circulatory system is a critical step in the metastatic process. Early detection and analysis of circulating tumor cells (CTCs) is therefore important for early diagnosis, prognosis, and effective treatment of cancer, enabling favorable clinical outcomes in cancer patients. Accurate and reliable methods for isolating and detecting CTCs are necessary to obtain this clinical information. Over the past two decades, microfluidic technologies have demonstrated great potential for isolating and detecting CTCs from blood. The present paper reviews current advanced microfluidic technologies for isolating CTCs based on various biological and physical principles, and discusses their fundamental advantages and drawbacks for subsequent cellular and molecular assays. Owing to significant genetic heterogeneity among CTCs, microfluidic technologies for isolating individual CTCs have recently been developed. We discuss these single-cell isolation methods, as well as approaches to overcoming the limitations of current microfluidic CTC isolation technologies. Finally, we provide an overview of future innovative microfluidic platforms.
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Affiliation(s)
- Hyungseok Cho
- Department of Nanoscience and Engineering, Center for Nano Manufacturing, Inje University, Gimhae 621-749, Republic of Korea.
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26
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Circulating Tumor Cell Detection in Lung Cancer: But to What End? Cancers (Basel) 2019; 11:cancers11020262. [PMID: 30813420 PMCID: PMC6406797 DOI: 10.3390/cancers11020262] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/15/2019] [Accepted: 02/18/2019] [Indexed: 12/19/2022] Open
Abstract
The understanding of the natural history and biology of lung cancer has been enhanced by studies into circulating tumor cells (CTCs). Fundamental and translational research, as well as clinical trials in the characterization and behavior of these cells, have constantly contributed to improving understanding within the domain of thoracic oncology. However, the use of these CTCs as prognostic and predictive biomarkers has not been adopted to the same extent as circulating free DNA (cf-DNA) in plasma, in the daily practice of thoracic oncologists. However, recent technological advances have firmly put the detection and characterization of CTCs in thoracic oncology back on the agenda, and have opened up perspectives for their routine clinical use. This review discusses the major advances of using CTCs in the domain of thoracic oncology, as well as the envisaged short- and long-term prospects.
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Profiling of Invasive Breast Carcinoma Circulating Tumour Cells-Are We Ready for the 'Liquid' Revolution? Cancers (Basel) 2019; 11:cancers11020143. [PMID: 30691008 PMCID: PMC6406427 DOI: 10.3390/cancers11020143] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/21/2019] [Accepted: 01/22/2019] [Indexed: 12/24/2022] Open
Abstract
As dissemination through blood and lymph is the critical step of the metastatic cascade, circulating tumour cells (CTCs) have attracted wide attention as a potential surrogate marker to monitor progression into metastatic disease and response to therapy. In patients with invasive breast carcinoma (IBC), CTCs are being considered nowadays as a valid counterpart for the assessment of known prognostic and predictive factors. Molecular characterization of CTCs using protein detection, genomic and transcriptomic panels allows to depict IBC biology. Such molecular profiling of circulating cells with increased metastatic abilities appears to be essential, especially after tumour resection, as well as in advanced disseminated disease, when information crucial for identification of therapeutic targets becomes unobtainable from the primary site. If CTCs are truly representative of primary tumours and metastases, characterization of the molecular profile of this easily accessible ‘biopsy’ might be of prime importance for clinical practice in IBC patients. This review summarizes available data on feasibility and documented benefits of monitoring of essential IBC biological features in CTCs, with special reference to multifactorial proteomic, genomic, and transcriptomic panels of known prognostic or predictive value.
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28
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Delmonico L, Costa MASM, Fournier MV, Romano SDO, Nascimento CMD, Barbosa AS, Moreira ADS, Scherrer LR, Ornellas MHF, Alves G. Mutation profiling in the PIK3CA, TP53, and CDKN2A genes in circulating free DNA and impalpable breast lesions. Ann Diagn Pathol 2019; 39:30-35. [PMID: 30634138 DOI: 10.1016/j.anndiagpath.2018.12.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 12/21/2018] [Accepted: 12/30/2018] [Indexed: 01/05/2023]
Abstract
Breast impalpable lesions have become a clinical dilemma because they are small, presenting a heterogeneous cellular phenotype. The aim of this study was to evaluate the mutational profile of the PIK3CA, TP53, and CDKN2A genes, comparing the mammary tissue with the respective circulating free DNA (cfDNA). The PIK3CA, TP53, and CDKN2A genes were sequenced (PCR-Sanger) in 58 women with impalpable lesions (49 malignant and 9 benign) with the respective cfDNA. The chi-square or Fisher's exact test was used to evaluate statistical significance between the clinical variables and mutational profile. A total of 51 out of 58 samples generated successful mutation profiles in both breast lesion and cfDNA. Of the 37 mutations detected, 10 (27%) and 16 (43%) mutations were detected in benign and malignant breast lesions, respectively, while 2 (5%) and 9 (24%) were found in cfDNA of women with benign and malignant lesions, respectively. The lymph node involvement with mutations in the PIK3CA in malignant lesions (P = 0.001), and the relationship between mutations in PIK3CA, comparing ductal tumors with benign lesions (P = 0.05), were statistically significant. This study detected different mutations in PIK3CA, TP53, and CDKN2A genes, which represent, in part, the heterogeneity of impalpable lesions. The results confirm that more studies should be conducted on the functional role of cfDNA in the impalpable lesions.
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Affiliation(s)
- Lucas Delmonico
- Circulating Biomarkers Laboratory, Faculty of Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil; Graduate Program in Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil.
| | | | | | | | | | | | - Aline Dos Santos Moreira
- Laboratory of Functional Genomics and Bioinformatics, PTDIS/FIOCRUZ, Rio de Janeiro 21040-900, Brazil
| | | | - Maria Helena Faria Ornellas
- Circulating Biomarkers Laboratory, Faculty of Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil; Graduate Program in Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil
| | - Gilda Alves
- Circulating Biomarkers Laboratory, Faculty of Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil; Graduate Program in Medical Sciences, Rio de Janeiro State University, Rio de Janeiro 20550-170, Brazil.
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29
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Fehm TN, Meier‐Stiegen F, Driemel C, Jäger B, Reinhardt F, Naskou J, Franken A, Neubauer H, Neves RP, Dalum G, Ruckhäberle E, Niederacher D, Rox JM, Fischer JC, Stoecklein NH. Diagnostic leukapheresis for CTC analysis in breast cancer patients: CTC frequency, clinical experiences and recommendations for standardized reporting. Cytometry A 2018; 93:1213-1219. [DOI: 10.1002/cyto.a.23669] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 10/11/2018] [Accepted: 10/17/2018] [Indexed: 01/21/2023]
Affiliation(s)
- Tanja N. Fehm
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Franziska Meier‐Stiegen
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Christiane Driemel
- Faculty of the Heinrich‐Heine, General, Visceral and Pediatric SurgeryUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Bernadette Jäger
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Florian Reinhardt
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Johanna Naskou
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - André Franken
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Hans Neubauer
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Rui P.L. Neves
- Faculty of the Heinrich‐Heine, General, Visceral and Pediatric SurgeryUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Guus Dalum
- Faculty of the Heinrich‐Heine, General, Visceral and Pediatric SurgeryUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Eugen Ruckhäberle
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Dieter Niederacher
- Department of Obstetrics and Gynecology, Faculty of the Heinrich‐HeineUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Jutta M. Rox
- Faculty of the Heinrich‐Heine, Institute for Transplantation Diagnostics and Cell TherapeuticsUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Johannes C. Fischer
- Faculty of the Heinrich‐Heine, Institute for Transplantation Diagnostics and Cell TherapeuticsUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
| | - Nikolas H. Stoecklein
- Faculty of the Heinrich‐Heine, General, Visceral and Pediatric SurgeryUniversity Hospital and Medical Faculty, University Düsseldorf, Düsseldorf, North Rhine‐Westphalia Germany
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30
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Nicolini A, Ferrari P, Duffy MJ. Prognostic and predictive biomarkers in breast cancer: Past, present and future. Semin Cancer Biol 2018; 52:56-73. [DOI: 10.1016/j.semcancer.2017.08.010] [Citation(s) in RCA: 209] [Impact Index Per Article: 29.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 08/14/2017] [Accepted: 08/24/2017] [Indexed: 12/19/2022]
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31
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Khan M, Mao S, Li W, Lin J. Microfluidic Devices in the Fast‐Growing Domain of Single‐Cell Analysis. Chemistry 2018; 24:15398-15420. [DOI: 10.1002/chem.201800305] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2018] [Indexed: 12/19/2022]
Affiliation(s)
- Mashooq Khan
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry, & Chemical Biology Tsinghua University Beijing 100084 China
| | - Sifeng Mao
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry, & Chemical Biology Tsinghua University Beijing 100084 China
| | - Weiwei Li
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry, & Chemical Biology Tsinghua University Beijing 100084 China
| | - Jin‐Ming Lin
- Department of Chemistry, Beijing Key Laboratory of Microanalytical Methods and Instrumentation, MOE Key Laboratory of Bioorganic Phosphorus Chemistry, & Chemical Biology Tsinghua University Beijing 100084 China
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32
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Negishi R, Takai K, Tanaka T, Matsunaga T, Yoshino T. High-Throughput Manipulation of Circulating Tumor Cells Using a Multiple Single-Cell Encapsulation System with a Digital Micromirror Device. Anal Chem 2018; 90:9734-9741. [DOI: 10.1021/acs.analchem.8b00896] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Ryo Negishi
- Division of Biotechnology and Life science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Kaori Takai
- Division of Biotechnology and Life science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Tsuyoshi Tanaka
- Division of Biotechnology and Life science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Tadashi Matsunaga
- Division of Biotechnology and Life science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Tomoko Yoshino
- Division of Biotechnology and Life science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo, 184-8588, Japan
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33
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Denis JA, Guillerm E, Coulet F, Larsen AK, Lacorte JM. The Role of BEAMing and Digital PCR for Multiplexed Analysis in Molecular Oncology in the Era of Next-Generation Sequencing. Mol Diagn Ther 2018; 21:587-600. [PMID: 28667577 DOI: 10.1007/s40291-017-0287-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BEAMing polymerase chain reaction (PCR) and digital PCR (dPCR) are used for robust and accurate quantification of nucleic acids. These methods are particularly well suited for the identification of very small fractions (<1%) of variant copies such as the presence of mutant genes in a predominantly wild-type background. BEAMing and dPCR are increasingly used in diverse fields including bacteriology, virology, non-invasive prenatal testing, and oncology, in particular for the molecular analysis of liquid biopsies. In this review, we present the principles of BEAMing and dPCR as well as the trends of future technical development, focusing on the possibility of developing multiplexed mutation analysis. Finally, we will discuss why such techniques will remain useful despite the ever-decreasing costs and increased automatization of next-generation sequencing (NGS), using molecular characterization of cancer cells as an example.
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Affiliation(s)
- Jérôme Alexandre Denis
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France. .,Cancer Biology and Therapeutics, Centre de Recherche Saint-Antoine, INSERM, UMRS 938, 75571, Paris Cedex 12, France. .,Department of Endocrine and Oncological Biochemistry, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris, France.
| | - Erell Guillerm
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMRS 938 Centre de Recherche Saint-Antoine, "Instability of Microsatellites and Cancers", Team approved by the National League Against Cancer, 75571, Paris Cedex 12, France.,Departement of Genetics, Unit of Molecular Oncogenetics and Angiogenetics, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris Cedex, France
| | - Florence Coulet
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMRS 938 Centre de Recherche Saint-Antoine, "Instability of Microsatellites and Cancers", Team approved by the National League Against Cancer, 75571, Paris Cedex 12, France.,Departement of Genetics, Unit of Molecular Oncogenetics and Angiogenetics, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris Cedex, France
| | - Annette K Larsen
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,Cancer Biology and Therapeutics, Centre de Recherche Saint-Antoine, INSERM, UMRS 938, 75571, Paris Cedex 12, France
| | - Jean-Marc Lacorte
- UPMC Univ Paris 06, Sorbonne Universités, Paris, France.,INSERM, UMR_S 1166, Research Institute of Cardiovascular Disease, Metabolism and Nutrition, 75013, Paris, France.,Department of Endocrine and Oncological Biochemistry, AP-HP, University Hospitals of Pitié-Salpétrière - Charles Foix, 75651, Paris, France
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Lee CH, Lee SJ, Choi SH, Ahn SH, Son BH, Lee JW, Yu JH, Kwon NJ, Lee WC, Yang KS, Lee DH, Han DY, Choi MS, Park PS, Lee HK, Kim MS, Lee J, Jeon BH. Cancer panel analysis of circulating tumor cells in patients with breast cancer. Oncol Lett 2018; 16:612-618. [PMID: 29928447 DOI: 10.3892/ol.2018.8646] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 03/14/2018] [Indexed: 12/18/2022] Open
Abstract
Liquid biopsy using circulating tumor cells (CTCs) is a noninvasive and repeatable procedure, and is therefore useful for molecular assays. However, the rarity of CTCs remains a challenge. To overcome this issue, our group developed a novel technology for the isolation of CTCs on the basis of cell size difference. The present study isolated CTCs from patients with breast cancer using this method, and then used these cells for cancer gene panel analysis. Blood samples from eight patients with breast cancer were collected, and CTCs were enriched using size-based filtration. Enriched CTCs were counted using immunofluorescent staining with an epithelial cell adhesion molecule (EpCAM) and CD45 antibodies. CTC genomic DNA was extracted, amplified, and screened for mutations in 400 genes using the Ion AmpliSeq Comprehensive Cancer Panel. White blood cells (WBCs) from the same patient served as a negative control, and mutations in CTCs and WBCs were compared. EpCAM+ cells were detected in seven out of eight patients, and the average number of EpCAM+ cells was 8.6. The average amount of amplified DNA was 32.7 µg, and the percentage of reads mapped to any targeted region relative to all reads mapped to the reference was 98.6%. The detection rate of CTC-specific mutations was 62.5%. The CTC-specific mutations were enhancer of zeste polycomb repressive complex 2 subunit, notch 1, AT-rich interaction domain 1A, serine/threonine kinase 11, fms related tyrosine kinase 3, MYCN proto-oncogene, bHLH transcription factor, APC, WNT signaling pathway regulator, and phosphatase and tensin homolog. The technique used by the present study was demonstrated to be effective at isolating CTCs at a sufficiently high purity for genomic analysis, and supported the use of comprehensive cancer panel analysis as a potential application for precision medicine.
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Affiliation(s)
| | | | | | - Sei Hyun Ahn
- Department of Surgery, College of Medicine, University of Ulsan and Asan Medical Center, Seoul 05505, Republic of Korea
| | - Byung Ho Son
- Department of Surgery, College of Medicine, University of Ulsan and Asan Medical Center, Seoul 05505, Republic of Korea
| | - Jong Won Lee
- Department of Surgery, College of Medicine, University of Ulsan and Asan Medical Center, Seoul 05505, Republic of Korea
| | - Jong Han Yu
- Department of Surgery, College of Medicine, University of Ulsan and Asan Medical Center, Seoul 05505, Republic of Korea
| | | | | | | | | | - Du Yeol Han
- Cytogen, Inc., Seoul 05838, Republic of Korea
| | - Mi So Choi
- Cytogen, Inc., Seoul 05838, Republic of Korea
| | | | | | | | - Jinseon Lee
- Cytogen, Inc., Seoul 05838, Republic of Korea
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Characterizing Molecular Variants and Clinical Utilization of Next-generation Sequencing in Advanced Breast Cancer. Appl Immunohistochem Mol Morphol 2018; 25:392-398. [PMID: 26862949 DOI: 10.1097/pai.0000000000000322] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Women with advanced breast carcinomas have few therapeutic options. Recent advances in genomic profiling represent a new paradigm of cancer classification and treatment, but experience with genomic testing in a clinical setting remains limited. We retrospectively determined the genomic variants and correlate these with histology [histomorphologic subtype, nuclear grade, standard immunohistochemistry (IHC)] and clinical utilization (ordering, turnaround time, report review, and targeted therapy). Among 48 patients, 2 showed no genetic alterations, 11 (23%) showed variants of unclear significance only and 35 (73%) showed variant(s) affecting function (VaF) and/or variants of unclear significance. Overall, 119 variants were observed in 20 of 50 tested genes. Each patient had a unique molecular profile, with numerous (n=58) variants not previously reported in breast cancer. VaF detected in more than 2 patients included: TP53 (n=21), PIK3CA (n=20), and FGFR1 (n=3). VaF comprised 46 single nucleotide variants (79%), 7 amplifications (12%), 3 frameshifts (5%), 1 insertion (2%), and 1 deletion (2%). The tested samples had very high Ki67 index (average 57%±23%) and approximately half were hormone receptor and HER2 negative (25/46, 54%). Metastatic breast carcinomas showed a higher average VaF versus breast-localized tumors (1.3±0.99 vs. 0.18±0.60, P<0.05). Next-generation sequencing reports were promptly reported and reviewed (average 1 to 2 d) and 7 (∼25%) of potentially eligible patients received targeted therapy. Advanced breast cancers show unique landscapes of genetic variants. Most testing was done in late disease, often in metastatic and receptor-negative carcinomas. Next-generation sequencing results were promptly reported and reviewed, but the utilization of targeted therapies was limited.
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Mutational analysis of single circulating tumor cells by next generation sequencing in metastatic breast cancer. Oncotarget 2018; 7:26107-19. [PMID: 27034166 PMCID: PMC5041968 DOI: 10.18632/oncotarget.8431] [Citation(s) in RCA: 114] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 03/07/2016] [Indexed: 01/21/2023] Open
Abstract
Circulating Tumor Cells (CTCs) represent a “liquid biopsy” of the tumor potentially allowing real-time monitoring of cancer biology and therapies in individual patients. The purpose of the study was to explore the applicability of a protocol for the molecular characterization of single CTCs by Next Generation Sequencing (NGS) in order to investigate cell heterogeneity and provide a tool for a personalized medicine approach. CTCs were enriched and enumerated by CellSearch in blood from four metastatic breast cancer patients and singularly isolated by DEPArray. Upon whole genome amplification 3–5 single CTCs per patient were analyzed by NGS for 50 cancer-related genes. We found 51 sequence variants in 25 genes. We observed inter- and intra-patient heterogeneity in the mutational status of CTCs. The highest number of somatic deleterious mutations was found in the gene TP53, whose mutation is associated with adverse prognosis in breast cancer. The discordance between the mutational status of the primary tumor and CTCs observed in 3 patients suggests that, in advanced stages of cancer, CTC characteristics are more closely linked to the dynamic modifications of the disease status. In one patient the mutational profiles of CTCs before and during treatment shared only few sequence variants. This study supports the applicability of a non-invasive approach based on the liquid biopsy in metastatic breast cancer patients which, in perspective, should allow investigating the clonal evolution of the tumor for the development of new therapeutic strategies in precision medicine.
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Riethdorf S, O'Flaherty L, Hille C, Pantel K. Clinical applications of the CellSearch platform in cancer patients. Adv Drug Deliv Rev 2018; 125:102-121. [PMID: 29355669 DOI: 10.1016/j.addr.2018.01.011] [Citation(s) in RCA: 166] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Revised: 01/12/2018] [Accepted: 01/15/2018] [Indexed: 12/29/2022]
Abstract
The CellSearch® system (CS) enables standardized enrichment and enumeration of circulating tumor cells (CTCs) that are repeatedly assessable via non-invasive "liquid biopsy". While the association of CTCs with poor clinical outcome for cancer patients has clearly been demonstrated in numerous clinical studies, utilizing CTCs for the identification of therapeutic targets, stratification of patients for targeted therapies and uncovering mechanisms of resistance is still under investigation. Here, we comprehensively review the current benefits and drawbacks of clinical CTC analyses for patients with metastatic and non-metastatic tumors. Furthermore, the review focuses on approaches beyond CTC enumeration that aim to uncover therapeutically relevant antigens, genomic aberrations, transcriptional profiles and epigenetic alterations of CTCs at a single cell level. This characterization of CTCs may shed light on the heterogeneity and genomic landscapes of malignant tumors, an understanding of which is highly important for the development of new therapeutic strategies.
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Wu CP, Wu P, Zhao HF, Liu WL, Li WP. Clinical Applications of and Challenges in Single-Cell Analysis of Circulating Tumor Cells. DNA Cell Biol 2018; 37:78-89. [PMID: 29265876 DOI: 10.1089/dna.2017.3981] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Chang-peng Wu
- Department of Neurosurgery, Shenzhen Second People's Hospital, Clinical Medicine College of Anhui Medical University, Shenzhen, China
- Department of Neurosurgery, Shenzhen Key Laboratory of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
| | - Peng Wu
- The Affiliated Luohu Hospital of Shenzhen University, Shenzhen Luohu Hospital Group Department of Urology, Shenzhen, China
| | - Hua-fu Zhao
- Department of Neurosurgery, Shenzhen Key Laboratory of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Department of Neurosurgery/Neuro-oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Wen-lan Liu
- Department of Neurosurgery, Shenzhen Key Laboratory of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
| | - Wei-ping Li
- Department of Neurosurgery, Shenzhen Key Laboratory of Neurosurgery, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
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Application of Single Cell Sequencing in Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1068:135-148. [PMID: 29943301 DOI: 10.1007/978-981-13-0502-3_11] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cancer is a heterogenetic disease at both the level of clinical manifestation and the level of the genome. Single-cell sequencing provides an unprecedented means of characterizing the intra-tumor heterogeneity and detecting and analyzing the genomes of cancer cells. These data will help to reconstruct the understanding of the evolutionary lineage of cancer cells. In the future, single-cell technology is believed to be a useful tool in diagnostic and prognostic application in oncology. The application of single cell technology in clinics will make it possible to detect cancer non-invasively at early stages and to develop precision medicine. In this chapter, we review the research and application status of the single cell technology in cancer.
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Heymann D, Téllez-Gabriel M. Circulating Tumor Cells: The Importance of Single Cell Analysis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1068:45-58. [DOI: 10.1007/978-981-13-0502-3_5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Abstract
The majority of cancer-related deaths result from metastasis, the process by which cancer cells escape the primary tumor site and enter into the blood circulation in order to disseminate to secondary locations throughout the body. Tumor cells found within the circulation are referred to as circulating tumor cells (CTCs), and their detection and enumeration correlate with poor prognosis. The epithelial-to-mesenchymal transition (EMT) is a dynamic process that imparts epithelial cells with mesenchymal-like properties, thus facilitating tumor cell dissemination and contributing to metastasis. However, EMT also results in the downregulation of various epithelial proteins typically utilized by CTC technologies for enrichment and detection of these rare cells, resulting in reduced detection of some CTCs, potentially those with a more metastatic phenotype. In addition to the current clinical role of CTCs as a prognostic biomarker, they also have potential as a predictive biomarker via CTC characterization. However, CTC characterization is complicated by the unknown biological significance of CTCs possessing an EMT-like phenotype, and the ability to capture and understand this CTC subpopulation is an essential step in the utilization of CTCs for patient management. This chapter will review the process of EMT and its contribution to metastasis; discusses current and future clinical applications of CTCs; and describes both traditional and novel methods for CTC enrichment, detection, and characterization with a specific focus on CTCs with an EMT phenotype.
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Ellsworth DL, Blackburn HL, Shriver CD, Rabizadeh S, Soon-Shiong P, Ellsworth RE. Single-cell sequencing and tumorigenesis: improved understanding of tumor evolution and metastasis. Clin Transl Med 2017; 6:15. [PMID: 28405930 PMCID: PMC5389955 DOI: 10.1186/s40169-017-0145-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 03/21/2017] [Indexed: 02/06/2023] Open
Abstract
Extensive genomic and transcriptomic heterogeneity in human cancer often negatively impacts treatment efficacy and survival, thus posing a significant ongoing challenge for modern treatment regimens. State-of-the-art DNA- and RNA-sequencing methods now provide high-resolution genomic and gene expression portraits of individual cells, facilitating the study of complex molecular heterogeneity in cancer. Important developments in single-cell sequencing (SCS) technologies over the past 5 years provide numerous advantages over traditional sequencing methods for understanding the complexity of carcinogenesis, but significant hurdles must be overcome before SCS can be clinically useful. In this review, we: (1) highlight current methodologies and recent technological advances for isolating single cells, single-cell whole-genome and whole-transcriptome amplification using minute amounts of nucleic acids, and SCS, (2) summarize research investigating molecular heterogeneity at the genomic and transcriptomic levels and how this heterogeneity affects clonal evolution and metastasis, and (3) discuss the promise for integrating SCS in the clinical care arena for improved patient care.
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Affiliation(s)
- Darrell L. Ellsworth
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, 620 Seventh Street, Windber, PA 15963 USA
| | - Heather L. Blackburn
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, 620 Seventh Street, Windber, PA 15963 USA
| | - Craig D. Shriver
- Murtha Cancer Center, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, MD 20889 USA
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Anderson KJ, de Guillebon A, Hughes AD, Wang W, King MR. Effect of circulating tumor cell aggregate configuration on hemodynamic transport and wall contact. Math Biosci 2017; 294:181-194. [PMID: 29024748 DOI: 10.1016/j.mbs.2017.10.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 07/26/2017] [Accepted: 10/08/2017] [Indexed: 11/29/2022]
Abstract
Selectin-mediated adhesion of circulating tumor cells (CTCs) to the endothelium is a critical step in cancer metastasis, a major factor contributing to the mortality of cancer. The formation of tethers between tumor cells and endothelial selectins initiates cell rolling, which can lead to firm adhesion, extravasation and the formation of secondary metastases. Tumor cells travel through the bloodstream as single cells, or as aggregates known as circulating tumor microemboli (CTM). CTM have increased survivability and metastatic potential relative to CTCs, and the presence of CTM is associated with worse patient prognosis. The motion of cells and cellular aggregates in flow is a function of their size and shape, and these differences influence the frequency and strength of their contact with the endothelium. In this study, a computational model consisting of the hydrodynamic component of the Multiparticle Adhesive Dynamics simulation analyzed the effects of model aggregate conformation and orientation on adhesive binding potential. Model aggregates of the Colo205 colorectal cancer cell line were created, consisting of two, three, and four cells in simple geometrical conformations. Contact time, contact area, and time integral of contact area were measured as a function of fluid shear rate, initial centroid height, and initial orientation for model aggregates that experienced hydrodynamic collisions with the plane wall. It was found that larger CTM conformations with intermediate nonsphericities had the highest adhesion potential. The results of this study shed light on the correlation between environmental conditions and extravasation efficiency, which could inform the development of new anti-metastatic drugs.
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Affiliation(s)
- Kevin J Anderson
- Meinig School of Biomedical Engineering, Cornell University, 237 Tower Road, Ithaca, NY 14853, USA; Department of Biomedical Engineering, Vanderbilt University, PMB 351631, Nashville, TN 37235, USA
| | - Adelaide de Guillebon
- Meinig School of Biomedical Engineering, Cornell University, 237 Tower Road, Ithaca, NY 14853, USA
| | - Andrew D Hughes
- Meinig School of Biomedical Engineering, Cornell University, 237 Tower Road, Ithaca, NY 14853, USA
| | - Weiwei Wang
- Meinig School of Biomedical Engineering, Cornell University, 237 Tower Road, Ithaca, NY 14853, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, PMB 351631, Nashville, TN 37235, USA.
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Zhou L, Dicker DT, Matthew E, El-Deiry WS, Alpaugh RK. Circulating tumor cells: silent predictors of metastasis. F1000Res 2017; 6. [PMID: 28868131 PMCID: PMC5558099 DOI: 10.12688/f1000research.11313.1] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/10/2017] [Indexed: 12/14/2022] Open
Abstract
Circulating tumor cells (CTCs) were added to the arsenal of clinical testing in 2004 for three cancer types: metastatic breast, prostate, and colorectal cancer. CTCs were found to be an independent prognostic indicator of survival for these three diseases. Multiple enrichment/isolation strategies have been developed and numerous assay applications have been performed using both single and pooled captured/enriched CTCs. We have reviewed the isolation techniques and touched on many analyses. The true utility of a CTC is that it acts as a “silent” predictor of metastatic disease. The mere presence of a single CTC is an indication that disease has spread from the primary site. Comments and suggestions have been set forth for CTCs and cell-free DNA to be used as a screening panel for the early detection of disease recurrence and metastatic spread, providing the opportunity for early intervention with curative intent to treat metastatic disease.
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Affiliation(s)
- LanLan Zhou
- Fox Chase Cancer Center, Philadelphia, PA, USA
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45
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Overcoming Oncogenic Mediated Tumor Immunity in Prostate Cancer. Int J Mol Sci 2017; 18:ijms18071542. [PMID: 28714919 PMCID: PMC5536030 DOI: 10.3390/ijms18071542] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 06/26/2017] [Accepted: 06/29/2017] [Indexed: 12/12/2022] Open
Abstract
Immunotherapy is being tested intensively in clinical trials for prostate cancer; it includes immune checkpoint inhibition, prostate specific antigen (PSA) vaccines and dendritic cell-based strategies. Despite increasing evidence for clinical responses, the consensus of multiple trials is that prostate cancers are poorly responsive to immunotherapy. Prostate cancer has a high degree of pathological and genetic heterogeneity compared to other cancer types, which may account for immunotherapeutic resistance. This hypothesis also implies that select types of prostate tumors may be differentially responsive to immune-based strategies and that the clinical stage, pathological grade and underlying genetic landscape may be important criteria in identifying tumors that respond to immune therapies. One strategy is to target oncogenic driver pathways in combination with immunotherapies with the goal of overcoming tumor immunity and broadening the number of patients achieving a clinical response. In this analysis, we address the hypothesis that driver oncogenic signaling pathways regulate cancer progression, tumor immunity and resistance to current immune therapeutics in prostate cancer. We propose that increased responsiveness may be achieved through the combined use of immunotherapies and inhibitors targeting tumor cell autonomous pathways that contribute towards anti-tumor immunity in patients with prostate cancer.
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Chen S, El-Heliebi A, Kroneis T. Biological and Molecular Characterization of Circulating Tumor Cells: A Creative Strategy for Precision Medicine? Adv Clin Chem 2017; 82:71-103. [PMID: 28939214 DOI: 10.1016/bs.acc.2017.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Circulating tumor cells (CTCs) are a group of rare cells disseminated from either primary or metastatic tumors into the blood stream. CTCs are considered to be the precursor of cancer metastasis. As a critical component of liquid biopsies, CTCs are a unique tool to understand the formation of metastasis and a valuable source of information on intratumor heterogeneity. Much effort has been invested in technologies for the detection of CTCs because they are rare cells among the vast number of blood cells. Studies in various cancers have repeatedly demonstrated that increased CTC counts prior to or during treatment are significantly associated with poor outcomes. In the new era of precision medicine, the study of CTCs reaches far beyond detection and counting. The rapidly growing field of analytical platforms for rare-cell analysis allows in-depth characterization of CTCs at the bulk cell and single-cell level. Genetic profiling of CTCs may provide an insight into the real-time tumor status, may allow the monitoring and evaluation of treatment response in clinical routine, and may lead to the development of novel therapeutic targets as well.
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Affiliation(s)
- Shukun Chen
- Institute of Cell Biology, Histology & Embryology, Medical University of Graz, Graz, Austria.
| | - Amin El-Heliebi
- Institute of Cell Biology, Histology & Embryology, Medical University of Graz, Graz, Austria
| | - Thomas Kroneis
- Institute of Cell Biology, Histology & Embryology, Medical University of Graz, Graz, Austria
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Hwang E, Uh JH, Lee HS, Lee CH, Lee SJ, Ahn SH, Son BH, Lee JW, Yu JH, Kwon NJ, Lee WC, Yang KS, Choi SH, Kim MS, Lee J, Jeon BH. Cancer gene panel analysis of cultured circulating tumor cells and primary tumor tissue from patients with breast cancer. Oncol Lett 2017; 13:4627-4632. [PMID: 28599463 PMCID: PMC5452992 DOI: 10.3892/ol.2017.6077] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 12/16/2016] [Indexed: 11/23/2022] Open
Abstract
Although numerous effective therapies have improved the survival rate of patients with breast cancer, a number of patients present with tumor recurrence and metastasis. A liquid biopsy of circulating tumor cells (CTC) is a non-invasive method to obtain tumor cells and may be used as substitute for a tumor tissue biopsy. The present study focuses on determining whether CTC culture is an optimal method of obtaining sufficient amounts of CTCs for molecular analysis. The current study demonstrates a method of isolating and culturing CTCs from patients with breast cancer and the construction of a molecular profile of cultured cells using the Ion AmpliSeq Cancer Gene Panel V2. Gene mutations that were observed in cultured CTCs were compared with those observed in primary tumor tissues. CTCs were isolated and cultured from the blood of six patients with breast cancer. Mutations from the Catalogue Of Somatic Mutation In Cancer (COSMIC) were detected in Platelet-Derived Growth Factor Receptor Alpha, MET (also known as Hepatocyte Growth Factor Receptor), Phosphatase and Tensin Homolog, Harvey Rat Sarcoma Viral Oncogene Homolog, SWI/SNF Related, Matrix Associated, Actin Dependent Regulator of Chromatin Subfamily B Member 1, Cyclin Dependent Kinase Inhibitor 2A and MutL Homolog 1 genes in 5/6 samples. A comparison between mutations detected in cultured CTCs and mutations detected in primary tumor tissues demonstrated that a large number of mutations that were identified in CTCs were also detected in primary tumor tissues. The results from the current study describe a novel cell culture approach that may be used to obtain an optimal number of CTCs for molecular analysis. This novel approach is able to be used as a tool for liquid biopsy during breast cancer treatment.
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Affiliation(s)
- Eunjoo Hwang
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Ji-Hyun Uh
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Hye Seon Lee
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Cham Han Lee
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Soo Jeong Lee
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Sei Hyun Ahn
- Department of Surgery, Asan Medical Center, College of Medicine, University of Ulsan, Songpa, Seoul 138-736, Republic of Korea
| | - Byung Ho Son
- Department of Surgery, Asan Medical Center, College of Medicine, University of Ulsan, Songpa, Seoul 138-736, Republic of Korea
| | - Jong Won Lee
- Department of Surgery, Asan Medical Center, College of Medicine, University of Ulsan, Songpa, Seoul 138-736, Republic of Korea
| | - Jong Han Yu
- Department of Surgery, Asan Medical Center, College of Medicine, University of Ulsan, Songpa, Seoul 138-736, Republic of Korea
| | - Nak-Jung Kwon
- Macrogen Incorporated, Geumcheon, Seoul 153-781, Republic of Korea
| | - Woo Chung Lee
- Macrogen Incorporated, Geumcheon, Seoul 153-781, Republic of Korea
| | - Kap-Seok Yang
- Macrogen Incorporated, Geumcheon, Seoul 153-781, Republic of Korea
| | - Sung Ho Choi
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Myoung Shin Kim
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Jinseon Lee
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
| | - Byung Hee Jeon
- Cytogen Incorporated, Songpa, Seoul 138-961, Republic of Korea
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Mutational studies on single circulating tumor cells isolated from the blood of inflammatory breast cancer patients. Breast Cancer Res Treat 2017; 163:219-230. [PMID: 28271309 PMCID: PMC5410214 DOI: 10.1007/s10549-017-4176-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 02/25/2017] [Indexed: 12/13/2022]
Abstract
Purpose The molecular characterization of circulating tumor cells (CTCs) is critical to identify the key drivers of cancer metastasis and devising therapeutic approaches, particularly for inflammatory breast cancer (IBC) which is usually diagnosed at advance stages and progresses rapidly. Methods Genomic alterations in tumor tissue samples were studied using Foundation One™. Single CTCs were isolated using CellSearch followed by single-cell isolation by DEPArray™. Samples with 20 or more CTCs were chosen to isolate single CTCs using the DEPArray™. Results Genomic alterations were studied in primary tumor or metastatic sites from 32 IBC patients. Genes with high-frequency mutations were as follows: TP53 (69%), RB1 (16%), PIK3CA (13%), and also ErbB2 (3%). At least once during treatment, CTCs were detected in 26 patients with metastatic IBC, in two patients with locally advanced IBC, and four patients had no detectable CTCs. Per 7.5 mL of blood, fifteen patients (47%) had ≥20 CTCs and six of them were chosen at random to isolate single CTCs. These cells were tested for the presence of TP53, RB1, PIK3CA, and/or ErbB2 mutations previously found in matching tissue biopsies. The isolated CTCs showed the same mutations as primary or metastatic tumor samples. Intra-patient CTC heterogeneity was found by the presence of different CTC subclones, with some CTCs harboring different combinations of mutated and wild-type genes. Conclusions Our results indicate that CTCs could represent a non-invasive source of cancer cells from which to determine genetic markers as the disease progresses and identify potential therapeutic targets in IBC patients. Electronic supplementary material The online version of this article (doi:10.1007/s10549-017-4176-x) contains supplementary material, which is available to authorized users.
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Lee SJ, Lee CH, Choi SH, Ahn SH, Son BH, Lee JW, Yu JH, Kwon NJ, Lee WC, Yang KS, Lee DH, Han DY, Choi MS, Park PS, Lee HK, Kim MS, Lee J, Jeon BH. Evaluation of a novel approach to circulating tumor cell isolation for cancer gene panel analysis in patients with breast cancer. Oncol Lett 2017; 13:3025-3031. [PMID: 28521409 PMCID: PMC5431305 DOI: 10.3892/ol.2017.5807] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 11/11/2016] [Indexed: 01/03/2023] Open
Abstract
Liquid biopsy isolation of circulating tumor cells (CTCs) allows the genomic analysis of CTCs, which is useful in the determination of personalized cancer therapy. In the present study, CTCs from patients with breast cancer were enriched and successfully analyzed using cancer gene panel analysis. Blood samples from 11 patients with breast cancer were collected and CTCs enriched for using size-based filtration. The enriched CTCs were analyzed using immunofluorescence staining with antibodies directed against epithelial cell adhesion molecule (EpCAM) and cluster of differentiation 45. The genomic DNA of CTCs was extracted, amplified and 50 genes screened for mutations using the Ion AmpliSeq™ Cancer Hotspot Panel v2. EpCAM staining detected CTCs in 10/11 patients and the average CTC count was 3.9 in 5 ml blood. The average purity of enriched CTCs was 14.2±29.4% and the average amount of amplified DNA was 28.6±11.9 µg. Catalogue Of Somatic Mutations In Cancer mutations were detected in the CTCs and included IDH2, TP53, NRAS, IDH1, PDGFRA, HRAS, STK11, EGFR, PTEN, MLH1, PIK3CA, CDKN2A, KIT and SMARCB1. In conclusion, a novel size-based filtration approach for the isolation of CTCs was evaluated and successfully applied for the genomic analysis of CTCs from patients with breast cancer.
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Affiliation(s)
- Soo Jeong Lee
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | - Cham Han Lee
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | - Sung Ho Choi
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | - Sei Hyun Ahn
- Department of Surgery, Asan Medical Center Affiliated to The University of Uslan College of Medicine, Songpa-gu, Seoul 138-736, Republic of Korea
| | - Byung Ho Son
- Department of Surgery, Asan Medical Center Affiliated to The University of Uslan College of Medicine, Songpa-gu, Seoul 138-736, Republic of Korea
| | - Jong Won Lee
- Department of Surgery, Asan Medical Center Affiliated to The University of Uslan College of Medicine, Songpa-gu, Seoul 138-736, Republic of Korea
| | - Jong Han Yu
- Department of Surgery, Asan Medical Center Affiliated to The University of Uslan College of Medicine, Songpa-gu, Seoul 138-736, Republic of Korea
| | - Nak-Jung Kwon
- Macrogen, Inc., Geumcheon-gu, Seoul 08511, Republic of Korea
| | - Woo Chung Lee
- Macrogen, Inc., Geumcheon-gu, Seoul 08511, Republic of Korea
| | - Kap-Seok Yang
- Macrogen, Inc., Geumcheon-gu, Seoul 08511, Republic of Korea
| | | | - Du Yeol Han
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | - Mi So Choi
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | | | - Hyun Kyung Lee
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | | | - Jinseon Lee
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
| | - Byung Hee Jeon
- Cytogen, Inc., Songpa-gu, Seoul 138-961, Republic of Korea
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Tian X, Xin M, Luo J, Liu M, Jiang Z. Identification of Genes Involved in Breast Cancer Metastasis by Integrating Protein–Protein Interaction Information with Expression Data. J Comput Biol 2017; 24:172-182. [PMID: 27508455 DOI: 10.1089/cmb.2015.0206] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Affiliation(s)
- Xin Tian
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Mingyuan Xin
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Jian Luo
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Mingyao Liu
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Zhenran Jiang
- Shanghai Key Laboratory of Multidimensional Information Processing, Department of Computer Science and Technology, East China Normal University, Shanghai, China
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