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Ko JMY, Lam KO, Kwong DLW, Wong IYH, Chan FSY, Wong CLY, Chan KK, Law TT, Chiu KWH, Lam CCS, Wong JC, Fong HCH, Choy FSF, Lo A, Law S, Lung ML. Circulating Tumor Cell Enumeration for Serial Monitoring of Treatment Outcomes for Locally Advanced Esophageal Squamous Cell Carcinoma. Cancers (Basel) 2023; 15:cancers15030832. [PMID: 36765790 PMCID: PMC9913330 DOI: 10.3390/cancers15030832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/19/2023] [Accepted: 01/27/2023] [Indexed: 01/31/2023] Open
Abstract
We aim to reveal the clinical significance and potential usefulness of dynamic monitoring of CTCs to track therapeutic responses and improve survival for advanced ESCC patients. Peripheral blood (PB) (n = 389) and azygos vein blood (AVB) (n = 13) samplings were recruited prospectively from 88 ESCC patients undergoing curative surgery from 2017 to 2022. Longitudinal CTC enumeration was performed with epithelial (EpCAM/pan-cytokeratins/MUC1) and mesenchymal (vimentin) markers at 12 serial timepoints at any of the pre-treatment, all of the post-treatments/pre-surgery, post-surgery follow-ups for 3-year, and relapse. Longitudinal real-time CTC analysis in PB and AVB suggests more CTCs are released early at pre-surgery and 3-month post-surgery into the circulation from the CTRT group compared to the up-front surgery group. High CTC levels at pre-treatments, 1-/3-month post-surgery, unfavorable changes of CTC levels between all post-treatment/pre-surgery and 1-month or 3-month post-surgery (Hazard Ratio (HR) = 6.662, p < 0.001), were independent prognosticators for curative treatment. The unfavorable pre-surgery CTC status was independent prognostic and predictive for neoadjuvant treatment efficacy (HR = 3.652, p = 0.035). The aggressive CTC clusters were more frequently observed in AVB compared to PB. Its role as an independent prognosticator with relapse was first reported in ESCC (HR = 2.539, p = 0.068). CTC clusters and longitudinal CTC monitoring provide useful prognostic information and potential predictive biomarkers to help guide clinicians in improving disease management.
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Affiliation(s)
- Josephine Mun Yee Ko
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
- Correspondence: (J.M.Y.K.); (S.L.); Tel.: +86-(852)-3917-6931 (J.M.Y.K.); +86-(852)-2255-4774 (S.L.); Fax: +86-(852)-2816-6279 (J.M.Y.K.); +86-(852)-2819-4221 (S.L.)
| | - Ka On Lam
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Dora Lai Wan Kwong
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Ian Yu-Hong Wong
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Fion Siu-Yin Chan
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Claudia Lai-Yin Wong
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Kwan Kit Chan
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Tsz Ting Law
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Keith Wan Hang Chiu
- Department of Diagnostic Radiology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Candy Chi Shan Lam
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Jean Chrysei Wong
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Henry Chun Hung Fong
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Faith Sin Fai Choy
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Andy Lo
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
| | - Simon Law
- Department of Surgery, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
- Correspondence: (J.M.Y.K.); (S.L.); Tel.: +86-(852)-3917-6931 (J.M.Y.K.); +86-(852)-2255-4774 (S.L.); Fax: +86-(852)-2816-6279 (J.M.Y.K.); +86-(852)-2819-4221 (S.L.)
| | - Maria Li Lung
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong, China
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Wong VCL, Wong MI, Lam CT, Lung ML, Lam KO, Lee VHF. Hallmark microRNA signature in liquid biopsy identifies hepatocellular carcinoma and differentiates it from liver metastasis. J Cancer 2021; 12:4585-4594. [PMID: 34149922 PMCID: PMC8210546 DOI: 10.7150/jca.59933] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 05/19/2021] [Indexed: 12/25/2022] Open
Abstract
Purpose: This study aims to develop a liquid biopsy assay to identify HCC and differentially diagnose hepatocellular carcinoma (HCC) from colorectal carcinoma (CRC) liver metastasis. Methods: Thirty-two microRNAs (“HallMark-32” panel) were designed to target the ten cancer hallmarks in HCC. Quantitative PCR and supervised machine learning models were applied to develop an HCC-specific diagnostic model. One hundred thirty-three plasma samples from intermediate-stage HCC patients, colorectal cancer (CRC) patients with liver metastasis, and healthy individuals were examined. Results: Six differentially expressed microRNAs (“Signature-Six” panel) were identified after comparing HCC and healthy individuals. The microRNA miR-221-3p, miR-223-3p, miR-26a-5p, and miR-30c-5p were significantly down-regulated in the plasma of HCC samples, while miR-365a-3p and miR-423-3p were significantly up-regulated. Machine learning models combined with HallMark-32 and Signature-Six panels demonstrated promising performance with an AUC of 0.85-0.96 (p ≤ 0.018) and 0.84-0.93 (p ≤ 0.021), respectively. Further modeling improvement by adjusting sample quality variation in the HallMark-32 panel boosted the accuracy to 95% ± 0.01 and AUC to 0.991 (95% CI 0.96-1, p = 0.001), respectively. Even in alpha fetoprotein (AFP)-negative (< 20ng/mL) HCC samples, HallMark-32 still achieved 100% sensitivity in identifying HCC. The Cancer Genome Atlas (TCGA, n=372) analysis demonstrated a significant association between HallMark-32 and HCC patient survival. Conclusion: To the best of our knowledge, this is the first report to utilize circulating miRNAs and machine learning to differentiate HCC from CRC liver metastasis. In this setting, HallMark-32 and Signature-Six are promising non-invasive tests for HCC differential diagnosis and distinguishing HCC from healthy individuals.
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Affiliation(s)
- Victor Chun-Lam Wong
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Ming-In Wong
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Chi-Tat Lam
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Maria Li Lung
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
| | - Ka-On Lam
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
| | - Victor Ho-Fun Lee
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
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Liquid Biopsy Serial Monitoring of Treatment Responses and Relapse in Advanced Esophageal Squamous Cell Carcinoma. Cancers (Basel) 2020; 12:cancers12061352. [PMID: 32466419 PMCID: PMC7352685 DOI: 10.3390/cancers12061352] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/12/2020] [Accepted: 05/23/2020] [Indexed: 12/27/2022] Open
Abstract
(1) Background: Early predictive markers to track treatment responses are needed for advanced esophageal squamous cell carcinoma (ESCC) patients. We examined the prognostication and risk stratification role of liquid biopsy serial monitoring for this deadly cancer. (2) Methods: Circulating tumor cells (CTCs) and plasma cell-free DNA (cfDNA) were isolated from 60 ESCC patients treated by chemotherapy (CT) at five serial timepoints: baseline (CTC1/cfDNA1), CT pre-cycle III (CTC2/cfDNA2), CT post-cycle IV, end of CT and relapse. (3) Results: In 45/57 ESCC patients with evaluable CTC counts at CT pre-cycle III, positive CTC2 (≥3 CTCs) is independently associated with response at interim reassessment and progression-free survival (PFS) in multivariate analysis. In 42/57 ESCC patients with changes of CTC1/CTC2 and cfDNA1/cfDNA2, patients categorized into four risk groups based on the number of favorable and unfavorable changes of CTC1/CTC2 and cfDNA1/cfDNA2, were independently associated with overall survival (OS) by multivariate analysis. (4) Conclusions: CTC counts at pre-cycle III are independently associated with response at interim reassessment and PFS. Combined changes of CTC counts and cfDNA levels from baseline to pre-cycle III are independently associated with OS. Longitudinal liquid biopsy serial monitoring provides complementary information for prediction and prognosis for CT responses in advanced ESCC.
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Clinical utility of serial analysis of circulating tumour cells for detection of minimal residual disease of metastatic nasopharyngeal carcinoma. Br J Cancer 2020; 123:114-125. [PMID: 32372027 PMCID: PMC7341819 DOI: 10.1038/s41416-020-0871-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 03/23/2020] [Accepted: 04/14/2020] [Indexed: 12/14/2022] Open
Abstract
Background Nasopharyngeal carcinoma (NPC) is an important cancer in Hong Kong. We aim to utilise liquid biopsies for serial monitoring of disseminated NPC in patients to compare with PET-CT imaging in detection of minimal residual disease. Method Prospective serial monitoring of liquid biopsies was performed for 21 metastatic patients. Circulating tumour cell (CTC) enrichment and characterisation was performed using a sized-based microfluidics CTC chip, enumerating by immunofluorescence staining, and using target-capture sequencing to determine blood mutation load. PET-CT scans were used to monitor NPC patients throughout their treatment according to EORTC guidelines. Results The longitudinal molecular analysis of CTCs by enumeration or NGS mutational profiling findings provide supplementary information to the plasma EBV assay for disease progression for good responders. Strikingly, post-treatment CTC findings detected positive findings in 75% (6/8) of metastatic NPC patients showing complete response by imaging, thereby demonstrating more sensitive CTC detection of minimal residual disease. Positive baseline, post-treatment CTC, and longitudinal change of CTCs significantly associated with poorer progression-free survival by the Kaplan–Meier analysis. Conclusions We show the potential usefulness of application of serial analysis in metastatic NPC of liquid biopsy CTCs, as a novel more sensitive biomarker for minimal residual disease, when compared with imaging.
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Prospects for Comprehensive Analyses of Circulating Tumor Cells in Tumor Biology. Cancers (Basel) 2020; 12:cancers12051135. [PMID: 32369927 PMCID: PMC7281475 DOI: 10.3390/cancers12051135] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/29/2020] [Accepted: 04/29/2020] [Indexed: 12/24/2022] Open
Abstract
The comprehensive analysis of biological and clinical aspects of circulating tumor cells (CTCs) has attracted interest as a means of enabling non-invasive, real-time monitoring of cancer patients and enhancing our fundamental understanding of tumor metastasis. However, CTC populations are extremely small when compared to other cell populations in the blood, limiting our comprehension of CTC biology and their clinical utility. Recently developed proteomic and genomic techniques that require only a small amount of sample have attracted much interest and expanded the potential utility of CTCs. Cancer heterogeneity, including specific mutations, greatly impacts disease diagnosis and the choice of available therapeutic strategies. The CTC population consists primarily of cancer stem cells, and CTC subpopulations are thought to undergo epithelial-mesenchymal transition during dissemination. To better characterize tumor cell populations, we demonstrated that changes in genomic profiles identified via next-generation sequencing of liquid biopsy samples could be expanded upon to increase sensitivity without decreasing specificity by using a combination of assays with CTCs and circulating tumor DNA. To enhance our understanding of CTC biology, we developed a metabolome analysis method applicable to single CTCs. Here, we review-omics studies related to CTC analysis and discuss various clinical and biological issues related to CTCs.
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Yap YS, Leong MC, Chua YW, Loh KWJ, Lee GE, Lim EH, Dent R, Ng RCH, Lim JHC, Singh G, Tan A, Guan G, Wu A, Lee YF, Bhagat AAS, Lim DWT. Detection and prognostic relevance of circulating tumour cells (CTCs) in Asian breast cancers using a label-free microfluidic platform. PLoS One 2019; 14:e0221305. [PMID: 31553731 PMCID: PMC6760773 DOI: 10.1371/journal.pone.0221305] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 08/04/2019] [Indexed: 12/22/2022] Open
Abstract
Objectives We aimed to study the prevalence of CTCs in breast cancer (BC) patients undergoing neoadjuvant or palliative therapy with a label-free microfluidic platform (ClearCell FX), and its prognostic relevance in metastatic BC (mBC). Materials and methods Peripheral blood samples were collected from 108 BC patients before starting a new line of treatment (“baseline”), majority of whom had mBC (76/108; 70.4%). CTCs were retrieved by dean flow fractionation that enriched for larger cells, and enumerated using immunofluorescence-based staining. Progression-free survival (PFS) in mBC patients was analysed using Kaplan-Meier method; cox proportional hazard models were used for univariable and multivariable analyses. Results The detection rate of CTCs before starting a new line of treatment was 75.9% (n = 108; median: 8 CTCs/7.5 ml blood) at a cut off of ≥2 CTCs. PFS was inferior for mBC patients with baseline CTC count ≥5 CTCs/7.5 ml blood vs. those with < 5 CTCs/7.5 ml blood (median PFS: 4.3 vs. 7.0 months; p-value: 0.037). The prognostic relevance of CTCs was most significant in patients with HER2- mBC (median PFS: 4.1 vs. 8.3 months; p-value: 0.032), luminal (HR+HER2-) subtype (median PFS: 4.2 vs. 8.3 months; p-value: 0.048), and patients who had one or more prior treatments (median PFS: 4.2 vs. 7.0 months; p-value: 0.02). On multivariable analysis, baseline CTC level (hazard ratio (HR): 1.84, p-value: 0.02) and pre-treatment status (HR: 1.87, p-value: 0.05) were independent predictors of PFS. Conclusions This work demonstrates the prognostic significance of CTCs in mBC detected using a label-free size-based enrichment platform.
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Affiliation(s)
- Yoon-Sim Yap
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- * E-mail:
| | | | - Yong Wei Chua
- Department of Pathology, Singapore General Hospital, Singapore
| | - Kiley Wei Jen Loh
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Guek Eng Lee
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Elaine Hsuen Lim
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Institute of Molecular and Cell Biology, A*Star, Singapore
| | - Rebecca Dent
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | | | - John Heng-Chi Lim
- Clinical Trials and Epidemiology Office, National Cancer Centre Singapore, Singapore
| | | | | | | | | | | | | | - Darren Wan-Teck Lim
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Institute of Molecular and Cell Biology, A*Star, Singapore
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Pawlikowska P, Faugeroux V, Oulhen M, Aberlenc A, Tayoun T, Pailler E, Farace F. Circulating tumor cells (CTCs) for the noninvasive monitoring and personalization of non-small cell lung cancer (NSCLC) therapies. J Thorac Dis 2019; 11:S45-S56. [PMID: 30775027 DOI: 10.21037/jtd.2018.12.80] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Growing evidences for tumor heterogeneity confirm that single-tumor biopsies frequently fail to reveal the widespread mutagenic profile of tumor. Repeated biopsies are in most cases unfeasible, especially in advanced cancers. We describe here how circulating tumor cells (CTCs) isolated from minimally invasive blood sample might inform us about intratumor heterogeneity, tumor evolution and treatment resistance. We also discuss the advances of CTCs research, most notably in molecularly selected non-small cell lung cancer (NSCLC) patients, highlighting challenges and opportunities related to personalized therapy.
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Affiliation(s)
- Patrycja Pawlikowska
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Vincent Faugeroux
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Marianne Oulhen
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Agathe Aberlenc
- Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Tala Tayoun
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Emma Pailler
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
| | - Françoise Farace
- INSERM, U981 "Identification of Molecular Predictors and new Targets for Cancer Treatment", Villejuif, France.,Gustave Roussy, Université Paris-Saclay, "Circulating Tumor Cells" Translational Platform, Villejuif, France
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Lee Y, Guan G, Bhagat AA. ClearCell® FX, a label-free microfluidics technology for enrichment of viable circulating tumor cells. Cytometry A 2018; 93:1251-1254. [PMID: 30080307 DOI: 10.1002/cyto.a.23507] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Revised: 04/25/2018] [Accepted: 05/22/2018] [Indexed: 11/11/2022]
Abstract
Circulating tumor cells (CTCs) dissociate from primary tumor into the bloodstream, and carry with them cancer's fingerprints as well as the potential to turn aggressive and metastasize. In order to understand CTCs and develop clinical utility, different methods of enrichment and isolation of CTCs can be used. Here, we report the use of a label-free platform, ClearCell® FX which isolates CTCs by their mechanical features and its advantages. The technology utilizes Dean Flow Fractionation (DFF) principle in a spiral microfluidics system to separate the larger CTCs from smaller blood cells. The gentle and fast workflow allows for a range of downstream assays to be performed on the intact CTCs, particularly studies that examine an epithelial cell adhesion molecular (EpCAM)-independent population. Viable, intact cells are also retrievable for development of culture or in vivo models. © 2018 International Society for Advancement of Cytometry.
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Affiliation(s)
- Yifang Lee
- Clearbridge Biomedics Pte Ltd, Science Park 1, Singapore, Singapore
| | - Guofeng Guan
- Clearbridge Biomedics Pte Ltd, Science Park 1, Singapore, Singapore
| | - Ali Asgar Bhagat
- Clearbridge Biomedics Pte Ltd, Science Park 1, Singapore, Singapore
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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: 2.0] [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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Progress and challenges of sequencing and analyzing circulating tumor cells. Cell Biol Toxicol 2017; 34:405-415. [PMID: 29168077 PMCID: PMC6132989 DOI: 10.1007/s10565-017-9418-5] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Accepted: 10/29/2017] [Indexed: 01/09/2023]
Abstract
Circulating tumor cells (CTCs) slough off primary tumor tissues and are swept away by the circulatory system. These CTCs can remain in circulation or colonize new sites, forming metastatic clones in distant organs. Recently, CTC analyses have been successfully used as effective clinical tools to monitor tumor progression and prognosis. With advances in next-generation sequencing (NGS) and single-cell sequencing (SCS) technologies, scientists can obtain the complete genome of a CTC and compare it with corresponding primary and metastatic tumors. CTC sequencing has been successfully applied to monitor genomic variations in metastatic and recurrent tumors, infer tumor evolution during treatment, and examine gene expression as well as the mechanism of the epithelial-mesenchymal transition. However, compared with cancer biopsy sequencing and circulating tumor DNA sequencing, the sequencing of CTC genomes and transcriptomes is more complex and technically difficult. Challenges include enriching pure tumor cells from a background of white blood cells, isolating and collecting cells without damaging or losing DNA and RNA, obtaining unbiased and even whole-genome and transcriptome amplification material, and accurately analyzing CTC sequencing data. Here, we review and summarize recent studies using NGS on CTCs. We mainly focus on CTC genome and transcriptome sequencing and the biological and potential clinical applications of these methodologies. Finally, we discuss challenges and future perspectives of CTC sequencing.
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Sun D, Chen Z, Wu M, Zhang Y. Nanomaterial-based Microfluidic Chips for the Capture and Detection of Circulating Tumor Cells. Nanotheranostics 2017; 1:389-402. [PMID: 29071201 PMCID: PMC5647762 DOI: 10.7150/ntno.21268] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 07/25/2017] [Indexed: 01/27/2023] Open
Abstract
Circulating tumor cells (CTCs), a type of cancer cells that spreads from primary or metastatic tumors into the bloodstream, can lead to a new fatal metastasis. As a new type of liquid biopsy, CTCs have become a hot pursuit and detection of CTCs offers the possibility for early diagnosis of cancers, earlier evaluation of chemotherapeutic efficacy and cancer recurrence, and choice of individual sensitive anti-cancer drugs. The fundamental challenges of capturing and characterizing CTCs are the extremely low number of CTCs in the blood and the intrinsic heterogeneity of CTCs. A series of microfluidic devices have been proposed for the analysis of CTCs with automation capability, precise flow behaviors, and significant advantages over the conventional larger scale systems. This review aims to provide in-depth insights into CTCs analysis, including various nanomaterial-based microfluidic chips for the capture and detection of CTCs based on the specific biochemical and physical properties of CTCs. The current developmental trends and promising research directions in the establishment of microfluidic chips for the capture and detection of CTCs are also discussed.
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Affiliation(s)
- Duanping Sun
- Institute of Medical Instrument and Application, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, P. R. China
| | - Zuanguang Chen
- Institute of Medical Instrument and Application, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, P. R. China
| | - Minhao Wu
- Department of Immunology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510080, P. R. China
| | - Yuanqing Zhang
- Institute of Medical Instrument and Application, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, P. R. China
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