1
|
Stergiopoulou D, Georgoulias V, Markou A, Lianidou E. Development and validation of a multi-marker liquid bead array assay for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in single circulating tumor cells (CTCs). Heliyon 2024; 10:e37873. [PMID: 39386783 PMCID: PMC11462463 DOI: 10.1016/j.heliyon.2024.e37873] [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: 06/20/2024] [Revised: 08/10/2024] [Accepted: 09/11/2024] [Indexed: 10/12/2024] Open
Abstract
Background PIK3CA and ESR1 mutations are associated with progression and therapy resistance in metastatic breast cancer (MBC). CTCs are highly heterogeneous and their analysis at single cell level can provide unique information for mutational profiling and the existence of different sub-clones related to tumor progression. We have developed a novel multi-marker liquid bead array assay based on combination of an enzymatic mutation enrichment method, multiplex PCR-based assay, and liquid bead array technology for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in liquid biopsy samples. We focus on single CTCs, however the assay can be used for bulk CTC and ctDNA analysis. Materials and methods Single CTCs were isolated from an ER+/HER2+ MBC patient from CellSearch® cartridges using the VyCAP Puncher System and subjected to whole genome amplification followed by nuclease-assisted minor-allele enrichment with probe-overlap (NaME-PrO) enrichment. The assay was validated for analytical sensitivity and specificity for the simultaneous detection of PIK3CA (E545K, E542K, H1047R, H1047L) and ESR1 (Y537S, Y537C, Y537N, D538G, L536H) mutations in single CTCs, while its clinical performance was evaluated on 22 single CTCs and three single white blood cells (WBCs). Results The developed multi-marker liquid bead array assay is novel, highly specific and sensitive for both mutation panels. The assay can reliably detect mutation-allelic-frequencies (MAFs) as low as 0.1 %. The presence of PIK3CA and ESR1 mutations was detected in 13.6 % and 72.7 % of single CTCs, respectively. The developed assay is sample-saving since it requires only 2 μL of amplified DNA to check for nine hotspot PIK3CA and ESR1 mutations in a single cell. The developed liquid bead array assay (Luminex, US), based on a 96 microwell plate format, enables the simultaneous analysis of 96 single cells. Conclusions The developed novel multi-marker liquid bead array assay for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in single CTCs is highly specific, highly sensitive, high-throughput, and sample-, cost-, and time-saving. This multi-marker liquid bead array assay can be extended to detect up to 100 mutations in many genes at once and can be applied for bulk CTC and ctDNA analysis.
Collapse
Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Vassilis Georgoulias
- First Department of Medical Oncology, METROPOLITAN General Hospital, 264, Mesogion Av, Cholargos, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| |
Collapse
|
2
|
Marino E, Mauro C, Belloni E, Picozzi M, Favalli V, Cassatella MC, Zorzino L, Giacò L, Pelicci PG, Barberis M, Sandri MT, Bernard L. PIK3CA mutation analysis in circulating tumor cells of patients with hormone receptor positive metastatic breast cancer. Biochem Biophys Rep 2024; 39:101805. [PMID: 39282094 PMCID: PMC11396050 DOI: 10.1016/j.bbrep.2024.101805] [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: 05/22/2024] [Revised: 07/23/2024] [Accepted: 08/02/2024] [Indexed: 09/18/2024] Open
Abstract
In metastatic breast cancer (MBC), blood is a source of circulating tumor cells (CTCs). CTCs may serve as a ''real-time liquid biopsy" as they represent metastatic tumor genetics better than primary tumor. PIK3CA is one of the most important oncogenes in treatment-unresponsive breast cancers. The aim of this study was to detect PIK3CA mutations and hereditary cancer variants in CTCs from MBC patients. Forty-seven blood samples were obtained from 20 MBC patients from at least 1/3 consecutive time points. CTCs were quantified using the CellSearch system and isolated from 11/20 patients with ≥5/7.5 ml CTCs (14/47 blood samples) using the DEPArray system. DNA was extracted and amplified to perform Sanger sequencing on PIK3CA gene. Sequencing revealed a pathogenic PIK3CA mutation in 2/11 (18 %) cases. Subsequently, we evaluated a 26-target hereditary gene panel by Next Generation Sequencing and identified a concomitant pathogenic mutation in the TP53 gene in a patient with a PIK3CA mutation. No pathogenic germline variants were found. Our data support the conclusion that CTCs analysis may be used to identify mutations in patients to identify those more likely to metastasize.
Collapse
Affiliation(s)
- Elena Marino
- Clinic Unit of Oncogenomics, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Laboratory of Medical Genetics, Istituto Europeo di Oncologia, IRCCS, Milan, Italy
| | - Cristian Mauro
- Laboratory Medicine Division, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - Elena Belloni
- Department of Experimental Oncology, Istituto Europeo di Oncogia, IRCCS, Milan, Italy
| | - Marco Picozzi
- Laboratory Medicine Division, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | | | | | - Laura Zorzino
- Laboratory Medicine Division, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - Luciano Giacò
- Bioinformatics Core Facility, Gemelli Science and Technology Park (G-STeP), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Roma, Italy
| | - Pier Giuseppe Pelicci
- Department of Experimental Oncology, Istituto Europeo di Oncogia, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Italy
| | - Massimo Barberis
- Clinic Unit of Oncogenomics, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | | | - Loris Bernard
- Clinic Unit of Oncogenomics, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| |
Collapse
|
3
|
Sayed ZS, Khattap MG, Madkour MA, Yasen NS, Elbary HA, Elsayed RA, Abdelkawy DA, Wadan AHS, Omar I, Nafady MH. Circulating tumor cells clusters and their role in Breast cancer metastasis; a review of literature. Discov Oncol 2024; 15:94. [PMID: 38557916 PMCID: PMC10984915 DOI: 10.1007/s12672-024-00949-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 03/21/2024] [Indexed: 04/04/2024] Open
Abstract
Breast cancer is a significant and deadly threat to women globally. Moreover, Breast cancer metastasis is a complicated process involving multiple biological stages, which is considered a substantial cause of death, where cancer cells spread from the original tumor to other organs in the body-representing the primary mortality factor. Circulating tumor cells (CTCs) are cancer cells detached from the primary or metastatic tumor and enter the bloodstream, allowing them to establish new metastatic sites. CTCs can travel alone or in groups called CTC clusters. Studies have shown that CTC clusters have more potential for metastasis and a poorer prognosis than individual CTCs in breast cancer patients. However, our understanding of CTC clusters' formation, structure, function, and detection is still limited. This review summarizes the current knowledge of CTC clusters' biological properties, isolation, and prognostic significance in breast cancer. It also highlights the challenges and future directions for research and clinical application of CTC clusters.
Collapse
Affiliation(s)
- Zeinab S Sayed
- Faculty of Applied Medical Science, Misr University for Science and Technology, 26Th of July Corridor, 6Th of October, Giza Governorate, Postal Code: 77, Egypt
| | - Mohamed G Khattap
- Technology of Radiology and Medical Imaging Program, Faculty of Applied Health Sciences Technology, Galala University, Suez, 435611, Egypt
| | | | - Noha S Yasen
- Radiology and Imaging Technology Department, Faculty of Applied Health Science Technology, Delta University for Science and Technology, Gamasa, Al Mansurah, Egypt
| | - Hanan A Elbary
- Faculty of Applied Medical Science, Misr University for Science and Technology, 26Th of July Corridor, 6Th of October, Giza Governorate, Postal Code: 77, Egypt
| | - Reem A Elsayed
- Faculty of Applied Medical Science, Misr University for Science and Technology, 26Th of July Corridor, 6Th of October, Giza Governorate, Postal Code: 77, Egypt
| | - Dalia A Abdelkawy
- Faculty of Applied Medical Science, Misr University for Science and Technology, 26Th of July Corridor, 6Th of October, Giza Governorate, Postal Code: 77, Egypt
| | | | - Islam Omar
- Faculty of Pharmacy, South Valley University, Qena, Egypt
| | - Mohamed H Nafady
- Radiation Sciences Department, Medical Research Institute, Alexandria University, Alexandria, Egypt.
- Faculty of Applied Health Science Technology, Misr University for Science and Technology, 6th of october, Egypt.
| |
Collapse
|
4
|
Auwal A, Hossain MM, Pronoy TUH, Rashel K, Nurujjaman M, Lam AKY, Islam F. Clinical significance of genomic sequencing of circulating tumour cells (CTCs) in cancer. THE JOURNAL OF LIQUID BIOPSY 2024; 3:100135. [PMID: 40026568 PMCID: PMC11863715 DOI: 10.1016/j.jlb.2023.100135] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/21/2023] [Accepted: 12/21/2023] [Indexed: 03/05/2025]
Abstract
Circulating tumour cell (CTC), a rare subpopulations of tumour cells, plays a significant role in cancer metastasis and recurrence. The current review focuses on information of CTCs detection, enrichment, genome sequencing and investigating on clinical significance of CTCs sequencing in monitoring progress of patients with cancer. Tissue biopsy is not always favorable for monitoring cancer recurrence and metastases and can be difficult and risky for the patient's condition. On the other hand, enrichment and characterization of CTC could be effective in these circumstances. Accordingly, a number of detection (physical, immunological etc.), isolation (laser capture microdissection, DEPArray Di Electro phenetic array, fluorescence-activated cell sorting etc.) and enrichment platforms (Cellsearch, MagSwepeer, CTC-Chip etc.) have been developed. In addition, technologies for phenotypic characterization and genomic profiling (Tang's method, Smart-seq, Cel-seq etc.) at single-cell level has being established followed by genomic amplification. Importantly, numerous preclinical and clinical studies showed effective prognostic and predictive implications of molecular characterization of CTCs. CTC's sequencing has been successfully used as an effective tool to monitor genomic variations in the primary and metastatic tumours, thereby could predict the therapy resistance, recurrence of tumours. The genes expression profiles, stratification of cancers as well as identify the cancer cells with potential to undergo epithelial-mesenchymal transition (EMT) could also be identified. In addition, detection of mutational variants of CTCs by genome sequencing infer the therapeutic outcome and patient's survival. Therefore, CTC sequencing has potential to be used as a liquid biopsy tool for management of patients with cancers in clinical settings.
Collapse
Affiliation(s)
- Abdul Auwal
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| | - M. Matakabbir Hossain
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| | - Tasfik Ul Haque Pronoy
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| | - K.M. Rashel
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| | - Md Nurujjaman
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| | - Alfred KY. Lam
- School of Medicine and Dentistry, Gold Coast Campus, Griffith University, Gold Coast, QLD, 4222, Australia
| | - Farhadul Islam
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6250, Bangladesh
| |
Collapse
|
5
|
Nguyen TNA, Huang PS, Chu PY, Hsieh CH, Wu MH. Recent Progress in Enhanced Cancer Diagnosis, Prognosis, and Monitoring Using a Combined Analysis of the Number of Circulating Tumor Cells (CTCs) and Other Clinical Parameters. Cancers (Basel) 2023; 15:5372. [PMID: 38001632 PMCID: PMC10670359 DOI: 10.3390/cancers15225372] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/05/2023] [Accepted: 11/09/2023] [Indexed: 11/26/2023] Open
Abstract
Analysis of circulating tumor cells (CTCs) holds promise to diagnose cancer or monitor its development. Among the methods, counting CTC numbers in blood samples could be the simplest way to implement it. Nevertheless, its clinical utility has not yet been fully accepted. The reasons could be due to the rarity and heterogeneity of CTCs in blood samples that could lead to misleading results from assays only based on single CTC counts. To address this issue, a feasible direction is to combine the CTC counts with other clinical data for analysis. Recent studies have demonstrated the use of this new strategy for early detection and prognosis evaluation of cancers, or even for the distinguishment of cancers with different stages. Overall, this approach could pave a new path to improve the technical problems in the clinical applications of CTC counting techniques. In this review, the information relevant to CTCs, including their characteristics, clinical use of CTC counting, and technologies for CTC enrichment, were first introduced. This was followed by discussing the challenges and new perspectives of CTC counting techniques for clinical applications. Finally, the advantages and the recent progress in combining CTC counts with other clinical parameters for clinical applications have been discussed.
Collapse
Affiliation(s)
- Thi Ngoc Anh Nguyen
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan; (T.N.A.N.); (P.-S.H.); (P.-Y.C.)
| | - Po-Shuan Huang
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan; (T.N.A.N.); (P.-S.H.); (P.-Y.C.)
| | - Po-Yu Chu
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan; (T.N.A.N.); (P.-S.H.); (P.-Y.C.)
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Department of Internal Medicine, New Taipei City Municipal TuCheng Hospital, New Taipei City 23652, Taiwan;
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 33302, Taiwan
| | - Min-Hsien Wu
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan; (T.N.A.N.); (P.-S.H.); (P.-Y.C.)
- Division of Hematology-Oncology, Department of Internal Medicine, New Taipei City Municipal TuCheng Hospital, New Taipei City 23652, Taiwan;
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 33302, Taiwan
| |
Collapse
|
6
|
Yang M, Zhang H, Ma W, Liu Q, Fu X, Fu Y. A triple-cycle amplification biosensor for colorimetric detection of mutant PIK3CA E545K based on cascade-driven DNA walker and branched hybridization strand reaction. Anal Chim Acta 2023; 1270:341452. [PMID: 37311611 DOI: 10.1016/j.aca.2023.341452] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 05/18/2023] [Accepted: 05/29/2023] [Indexed: 06/15/2023]
Abstract
Circulating tumor DNA (ctDNA) is an ideal candidate for liquid biopsy biomarkers. Therefore, detecting a low abundance of ctDNA is essential for early cancer diagnosis. Here, we developed a novel triple circulation amplification system integrating entropy and enzyme cascade-driven three-dimensional (3D) DNA walker and branched hybridization strand reaction (B-HCR) for ultrasensitive detection of breast cancer-related ctDNA. In this study, the 3D DNA walker was constructed by inner track probes (NH) and complex S on a microsphere. Once the DNA walker was triggered by the target, the strand replacement reaction ran first and kept circulating to rapidly displace the DNA walker containing 8-17 DNAzyme. Secondly, the DNA walker could repeatedly cleave NH autonomously along the inner track, generating numerous initiators, and then promoting B-HCR to activate the third cycle. Subsequently, the split G-rich fragments were brought in close to form the G-quadruplex/hemin DNAzyme by adding hemin, with the addition of H2O2 and ABTS, the target could be observed. Benefiting from triplex cycles, the PIK3CAE545K mutation detection possesses a good linear range from 1-103 fM, and the limit of detection was 0.65 fM. Due to the low cost and high sensitivity, the proposed strategy has great potential in early diagnosis of breast cancer.
Collapse
Affiliation(s)
- Mei Yang
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - He Zhang
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China.
| | - Wenjie Ma
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Qiong Liu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Xin Fu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| | - Yu Fu
- Hunan Provincial Key Laboratory of Environmental Catalysis and Waste Recycling, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, 411104, China
| |
Collapse
|
7
|
Di Sario G, Rossella V, Famulari ES, Maurizio A, Lazarevic D, Giannese F, Felici C. Enhancing clinical potential of liquid biopsy through a multi-omic approach: A systematic review. Front Genet 2023; 14:1152470. [PMID: 37077538 PMCID: PMC10109350 DOI: 10.3389/fgene.2023.1152470] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 03/20/2023] [Indexed: 04/05/2023] Open
Abstract
In the last years, liquid biopsy gained increasing clinical relevance for detecting and monitoring several cancer types, being minimally invasive, highly informative and replicable over time. This revolutionary approach can be complementary and may, in the future, replace tissue biopsy, which is still considered the gold standard for cancer diagnosis. "Classical" tissue biopsy is invasive, often cannot provide sufficient bioptic material for advanced screening, and can provide isolated information about disease evolution and heterogeneity. Recent literature highlighted how liquid biopsy is informative of proteomic, genomic, epigenetic, and metabolic alterations. These biomarkers can be detected and investigated using single-omic and, recently, in combination through multi-omic approaches. This review will provide an overview of the most suitable techniques to thoroughly characterize tumor biomarkers and their potential clinical applications, highlighting the importance of an integrated multi-omic, multi-analyte approach. Personalized medical investigations will soon allow patients to receive predictable prognostic evaluations, early disease diagnosis, and subsequent ad hoc treatments.
Collapse
|
8
|
Ring A, Nguyen-Sträuli BD, Wicki A, Aceto N. Biology, vulnerabilities and clinical applications of circulating tumour cells. Nat Rev Cancer 2023; 23:95-111. [PMID: 36494603 PMCID: PMC9734934 DOI: 10.1038/s41568-022-00536-4] [Citation(s) in RCA: 154] [Impact Index Per Article: 77.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/07/2022] [Indexed: 12/13/2022]
Abstract
In recent years, exceptional technological advances have enabled the identification and interrogation of rare circulating tumour cells (CTCs) from blood samples of patients, leading to new fields of research and fostering the promise for paradigm-changing, liquid biopsy-based clinical applications. Analysis of CTCs has revealed distinct biological phenotypes, including the presence of CTC clusters and the interaction between CTCs and immune or stromal cells, impacting metastasis formation and providing new insights into cancer vulnerabilities. Here we review the progress made in understanding biological features of CTCs and provide insight into exploiting these developments to design future clinical tools for improving the diagnosis and treatment of cancer.
Collapse
Affiliation(s)
- Alexander Ring
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Bich Doan Nguyen-Sträuli
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Department of Gynecology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Andreas Wicki
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Nicola Aceto
- Department of Biology, Institute for Molecular Health Sciences, ETH Zurich, Zurich, Switzerland.
| |
Collapse
|
9
|
Guo ZW, Liu Q, Yang X, Cai GX, Han BW, Huang LM, Li CX, Liang ZK, Zhai XM, Lin L, Li K, Zhang M, Liu TC, Pan RL, Wu YS, Yang XX. Noninvasive prediction of axillary lymph node status in breast cancer using promoter profiling of circulating cell-free DNA. J Transl Med 2022; 20:557. [PMID: 36463222 PMCID: PMC9719247 DOI: 10.1186/s12967-022-03724-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/24/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Lymph node metastasis (LNM) is one of the most important factors affecting the prognosis of breast cancer. The accurate evaluation of lymph node status is useful to predict the outcomes of patients and guide the choice of cancer treatment. However, there is still lack of a low-cost non-invasive method to assess the status of axillary lymph node (ALN). Gene expression signature has been used to assess lymph node metastasis status of breast cancer. In addition, nucleosome footprint of cell-free DNA (cfDNA) carries gene expression information of its original tissues, so it may be used to evaluate the axillary lymph node status in breast cancer. METHODS In this study, we found that the cfDNA nucleosome footprints between the ALN-positive patients and ALN-negative patients showed different patterns by implementing whole-genome sequencing (WGS) to detect 15 ALN-positive and 15 ALN-negative patients. In order to further evaluate its potential for assessing ALN status, we developed a classifier with multiple machine learning models by using 330 WGS data of cfDNA from 162 ALN-positive and 168 ALN-negative samples to distinguish these two types of patients. RESULTS We found that the promoter profiling between the ALN-positive patients and ALN-negative patients showed distinct patterns. In addition, we observed 1071 genes with differential promoter coverage and their functions were closely related to tumorigenesis. We found that the predictive classifier based on promoter profiling with a support vector machine model, named PPCNM, produced the largest area under the curve of 0.897 (95% confidence interval 0.86-0.93). CONCLUSIONS These results indicate that promoter profiling can be used to distinguish ALN-positive patients from ALN-negative patients, which may be helpful to guide the choice of cancer treatment.
Collapse
Affiliation(s)
- Zhi-Wei Guo
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China ,grid.413432.30000 0004 1798 5993Guangzhou First People’s Hospital, The Second Affiliated Hospital of South China University of Technology, Guangzhou, 510180 People’s Republic of China
| | - Qing Liu
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China
| | - Xu Yang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Geng-Xi Cai
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China ,grid.12981.330000 0001 2360 039XSun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120 China
| | - Bo-Wei Han
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Li-Min Huang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Chun-Xi Li
- grid.284723.80000 0000 8877 7471Department of Respiratory and Critical Care Medicine, Chronic Airways Diseases Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou, 510515 China
| | - Zhi-Kun Liang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Xiang-Ming Zhai
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Li Lin
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Kun Li
- Guangzhou XGene Co., Ltd. High-Tech Development Zone, Guangzhou, 510665 People’s Republic of China
| | - Min Zhang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Tian-Cai Liu
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Rui-lin Pan
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China
| | - Ying-Song Wu
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Xue-Xi Yang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| |
Collapse
|
10
|
Khan T, Becker TM, Po JW, Chua W, Ma Y. Single-Circulating Tumor Cell Whole Genome Amplification to Unravel Cancer Heterogeneity and Actionable Biomarkers. Int J Mol Sci 2022; 23:ijms23158386. [PMID: 35955517 PMCID: PMC9369222 DOI: 10.3390/ijms23158386] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 07/25/2022] [Accepted: 07/27/2022] [Indexed: 12/04/2022] Open
Abstract
The field of single-cell analysis has advanced rapidly in the last decade and is providing new insights into the characterization of intercellular genetic heterogeneity and complexity, especially in human cancer. In this regard, analyzing single circulating tumor cells (CTCs) is becoming particularly attractive due to the easy access to CTCs from simple blood samples called “liquid biopsies”. Analysis of multiple single CTCs has the potential to allow the identification and characterization of cancer heterogeneity to guide best therapy and predict therapeutic response. However, single-CTC analysis is restricted by the low amounts of DNA in a single cell genome. Whole genome amplification (WGA) techniques have emerged as a key step, enabling single-cell downstream molecular analysis. Here, we provide an overview of recent advances in WGA and their applications in the genetic analysis of single CTCs, along with prospective views towards clinical applications. First, we focus on the technical challenges of isolating and recovering single CTCs and then explore different WGA methodologies and recent developments which have been utilized to amplify single cell genomes for further downstream analysis. Lastly, we list a portfolio of CTC studies which employ WGA and single-cell analysis for genetic heterogeneity and biomarker detection.
Collapse
Affiliation(s)
- Tanzila Khan
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (T.K.); (T.M.B.); (W.C.)
- Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia
- Centre of Circulating Tumor Cells Diagnostics & Research, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia;
| | - Therese M. Becker
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (T.K.); (T.M.B.); (W.C.)
- Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia
- Centre of Circulating Tumor Cells Diagnostics & Research, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia;
- South West Sydney Clinical School, University of New South Wales, Liverpool, NSW 2170, Australia
| | - Joseph W. Po
- Centre of Circulating Tumor Cells Diagnostics & Research, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia;
- Surgical Innovations Unit, Westmead Hospital, Westmead, NSW 2145, Australia
| | - Wei Chua
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (T.K.); (T.M.B.); (W.C.)
- Medical Oncology, Liverpool Hospital, Liverpool, NSW 2170, Australia
| | - Yafeng Ma
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (T.K.); (T.M.B.); (W.C.)
- Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia
- Centre of Circulating Tumor Cells Diagnostics & Research, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia;
- South West Sydney Clinical School, University of New South Wales, Liverpool, NSW 2170, Australia
- Correspondence:
| |
Collapse
|
11
|
Radfar P, Aboulkheyr Es H, Salomon R, Kulasinghe A, Ramalingam N, Sarafraz-Yazdi E, Thiery JP, Warkiani ME. Single-cell analysis of circulating tumour cells: enabling technologies and clinical applications. Trends Biotechnol 2022; 40:1041-1060. [DOI: 10.1016/j.tibtech.2022.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 11/26/2022]
|
12
|
Verschoor N, Deger T, Jager A, Sleijfer S, Wilting SM, Martens JW. Validity and utility of HER2/ERBB2 copy number variation assessed in liquid biopsies from breast cancer patients: a systematic review. Cancer Treat Rev 2022; 106:102384. [DOI: 10.1016/j.ctrv.2022.102384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/24/2022] [Accepted: 03/25/2022] [Indexed: 11/02/2022]
|
13
|
Zhou J, Imani S, Shasaltaneh MD, Liu S, Lu T, Fu J. PIK3CA hotspot mutations p. H1047R and p. H1047L sensitize breast cancer cells to thymoquinone treatment by regulating the PI3K/Akt1 pathway. Mol Biol Rep 2021; 49:1799-1816. [PMID: 34816327 DOI: 10.1007/s11033-021-06990-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 11/18/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Nigella sativa (N. sativa) exhibits anti-inflammatory, antioxidant, antidiabetic, antimetastatic and antinociceptive effects and has been used to treat dozens of diseases. Thymoquinone (TQ) is an important and active component isolated from N. sativa seeds. Inhibition of cancer-associated activating PIK3CA mutations is a new prospective targeted therapy in personalized metastatic breast cancer (MBC). TQ is reported to be an effective inhibitor of the PI3K/Akt1 pathway in MBC. This study aimed to evaluate the in vitro antitumor effect of TQ in the context of two PIK3CA hotspot mutations, p. H1047R and p. H1047L. METHODS AND RESULTS Molecular dynamics, free energy landscapes and principal component analyses were also used to survey the mechanistic effects of the p. H1047R and p. H1047L mutations on the PI3K/Akt1 pathway. Our findings clearly confirmed that the p. H1047R and p. H1047L mutants could reduce the inhibitory effect of ΔNp63α on the kinase domain of PIK3CA, resulting in increased activity of PI3K downstream signals. Structurally, the partial disruption of the interaction between the ΔNp63α DNA binding domain and the PIK3CA kinase domain at residues 114-359 and 797-1068 destabilizes the conformation of the activation loop and modifies the PIK3CA/ΔNp63α complex. Alongside these structural changes, we found that TQ treatment resulted in high PI3K/Akt1 pathway inhibition in p. H1047R and p. H1047L-expressing cells versus wild-type cells. CONCLUSIONS These two PIK3CA hotspot mutations therefore not only contribute to tumor progression in patients with MBC but may also serve as targets for the development of novel small molecule therapeutic strategies.
Collapse
Affiliation(s)
- Ju Zhou
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Saber Imani
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | | | - Shuguang Liu
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Tao Lu
- Research Center for Science, Chengdu Medical College, Chengdu, Sichuan, China
| | - Junjiang Fu
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China.
| |
Collapse
|
14
|
Whole Exome Sequencing Identifies Somatic Variants in an Oral Composite Hemangioendothelioma Characterized by YAP1-MAML2 Fusion. Head Neck Pathol 2021; 16:849-856. [PMID: 34791601 PMCID: PMC9424484 DOI: 10.1007/s12105-021-01393-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 11/03/2021] [Indexed: 10/19/2022]
Abstract
Composite hemangioendothelioma (CHE) is considered a borderline malignant vascular tumor defined by an admixture of distinct vascular neoplastic components. A 21-year-old female is presented herein with a 1 cm painless mandibular vestibular mass of less than a year duration. The infiltrating tumor was characterized by dilated vascular channels lined by endothelial cells with bland ovoid or round nuclei exhibiting, occasionally, hobnail/matchstick-like arrangement. Intravascular cell proliferations with hyaline globular deposits were also present. Additionally, lobular spindle and epithelioid cell aggregates, as well as slit-like spaces exhibiting a retiform or angiosarcomatous morphology were observed. Intracytoplasmic signet-ring or lipoblast-like vacuolization was also noted. Mitotic activity was exceptionally rare. Vascular spaces and the stroma featured lymphocytes and plasma cells. Neoplastic cells were positive for CD31, CD34, D2-40 and ERG, negative for CAMTA1 and synaptophysin, while type IV collagen highlighted the plasmalemma of most vessels and hyaline globules. Fluorescence in situ hybridization revealed gene rearrangements in both YAP1 and MAML2 genes, in keeping with a YAP1-MAML2 fusion. Whole exome sequencing (WES) identified three missense mutations FLT1 [p.R1016G], PIK3CA [p.H1047L], and C11orf42 [p.A304P] and a mitochondrial frameshift insertion MT-ND4 [c.1107_1108insC; p.P370fs]. These WES results suggest that FLT1 and/or PIK3CA variants may contribute to tumor growth/transformation while the MT-ND4 variant may relate to proliferation, angiogenesis and/or inhibition of apoptosis.
Collapse
|
15
|
Circulating tumor cell copy-number heterogeneity in ALK-rearranged non-small-cell lung cancer resistant to ALK inhibitors. NPJ Precis Oncol 2021; 5:67. [PMID: 34272470 PMCID: PMC8285416 DOI: 10.1038/s41698-021-00203-1] [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: 12/16/2020] [Accepted: 06/08/2021] [Indexed: 11/08/2022] Open
Abstract
Gatekeeper mutations are identified in only 50% of the cases at resistance to Anaplastic Lymphoma Kinase (ALK)-tyrosine kinase inhibitors (TKIs). Circulating tumor cells (CTCs) are relevant tools to identify additional resistance mechanisms and can be sequenced at the single-cell level. Here, we provide in-depth investigation of copy number alteration (CNA) heterogeneity in phenotypically characterized CTCs at resistance to ALK-TKIs in ALK-positive non-small cell lung cancer. Single CTC isolation and phenotyping were performed by DEPArray or fluorescence-activated cell sorting following enrichment and immunofluorescence staining (ALK/cytokeratins/CD45/Hoechst). CNA heterogeneity was evaluated in six ALK-rearranged patients harboring ≥ 10 CTCs/20 mL blood at resistance to 1st and 3rd ALK-TKIs and one presented gatekeeper mutations. Out of 82 CTCs isolated by FACS, 30 (37%) were ALK+/cytokeratins-, 46 (56%) ALK-/cytokeratins+ and 4 (5%) ALK+/cytokeratins+. Sequencing of 43 CTCs showed highly altered CNA profiles and high levels of chromosomal instability (CIN). Half of CTCs displayed a ploidy >2n and 32% experienced whole-genome doubling. Hierarchical clustering showed significant intra-patient and wide inter-patient CTC diversity. Classification of 121 oncogenic drivers revealed the predominant activation of cell cycle and DNA repair pathways and of RTK/RAS and PI3K to a lower frequency. CTCs showed wide CNA heterogeneity and elevated CIN at resistance to ALK-TKIs. The emergence of epithelial ALK-negative CTCs may drive resistance through activation of bypass signaling pathways, while ALK-rearranged CTCs showed epithelial-to-mesenchymal transition characteristics potentially contributing to ALK-TKI resistance. Comprehensive analysis of CTCs could be of great help to clinicians for precision medicine and resistance to ALK-targeted therapies.
Collapse
|
16
|
Zhang H, Lin X, Huang Y, Wang M, Cen C, Tang S, Dique MR, Cai L, Luis MA, Smollar J, Wan Y, Cai F. Detection Methods and Clinical Applications of Circulating Tumor Cells in Breast Cancer. Front Oncol 2021; 11:652253. [PMID: 34150621 PMCID: PMC8208079 DOI: 10.3389/fonc.2021.652253] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 04/29/2021] [Indexed: 12/18/2022] Open
Abstract
Circulating Tumor Cells (CTCs) are cancer cells that split away from the primary tumor and appear in the circulatory system as singular units or clusters, which was first reported by Dr. Thomas Ashworth in 1869. CTCs migrate and implantation occurs at a new site, in a process commonly known as tumor metastasis. In the case of breast cancer, the tumor cells often migrate into locations such as the lungs, brain, and bones, even during the early stages, and this is a notable characteristic of breast cancer. Survival rates have increased significantly over the past few decades because of progress made in radiology and tissue biopsy, making early detection and diagnosis of breast cancer possible. However, liquid biopsy, particularly that involving the collection of CTCs, is a non-invasive method to detect tumor cells in the circulatory system, which can be easily isolated from human plasma, serum, and other body fluids. Compared to traditional tissue biopsies, fluid sample collection has the advantages of being readily available and more acceptable to the patient. It can also detect tumor cells in blood earlier and in smaller numbers, possibly allowing for diagnosis prior to any tumor detection using imaging methods. Because of the scarcity of CTCs circulating in blood vessels (only a few CTCs among billions of erythrocytes and leukocytes), thorough but accurate detection methods are particularly important for further clinical applications.
Collapse
Affiliation(s)
- Hongyi Zhang
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaoyan Lin
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yuan Huang
- Cellomics International Limited, Hong Kong, China
| | - Minghong Wang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Chunmei Cen
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shasha Tang
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Marcia R Dique
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lu Cai
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Manuel A Luis
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jillian Smollar
- Department of Biomedical Engineering, The City College of New York, New York, NY, United States
| | - Yuan Wan
- Department of Biomedical Engineering, The City College of New York, New York, NY, United States
| | - Fengfeng Cai
- Department of Breast Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| |
Collapse
|
17
|
Labib M, Kelley SO. Circulating tumor cell profiling for precision oncology. Mol Oncol 2021; 15:1622-1646. [PMID: 33448107 PMCID: PMC8169448 DOI: 10.1002/1878-0261.12901] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 12/19/2020] [Accepted: 01/11/2021] [Indexed: 02/06/2023] Open
Abstract
Analysis of circulating tumor cells (CTCs) collected from patient's blood offers a broad range of opportunities in the field of precision oncology. With new advances in profiling technology, it is now possible to demonstrate an association between the molecular profiles of CTCs and tumor response to therapy. In this Review, we discuss mechanisms of tumor resistance to therapy and their link to phenotypic and genotypic properties of CTCs. We summarize key technologies used to isolate and analyze CTCs and discuss recent clinical studies that examined CTCs for genomic and proteomic predictors of responsiveness to therapy. We also point out current limitations that still hamper the implementation of CTCs into clinical practice. We finally reflect on how these shortcomings can be addressed with the likely contribution of multiparametric approaches and advanced data analytics.
Collapse
Affiliation(s)
- Mahmoud Labib
- Department of Pharmaceutical SciencesUniversity of TorontoCanada
| | - Shana O. Kelley
- Department of Pharmaceutical SciencesUniversity of TorontoCanada
- Institute for Biomaterials and Biomedical EngineeringUniversity of TorontoCanada
- Department of BiochemistryUniversity of TorontoCanada
- Department of ChemistryUniversity of TorontoCanada
| |
Collapse
|
18
|
Deng Y, Cao G, Chen X, Yang M, Huo D, Hou C. Ultrasensitive detection of gene-PIK3CA H1047R mutation based on cascaded strand displacement amplification and trans-cleavage ability of CRISPR/Cas12a. Talanta 2021; 232:122415. [PMID: 34074403 DOI: 10.1016/j.talanta.2021.122415] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 03/22/2021] [Accepted: 04/07/2021] [Indexed: 01/22/2023]
Abstract
Low abundance gene-PIK3CAH1047R mutation detection is crucial for the clinical diagnosis and treatment of breast cancer. Here, a fluorescent biosensor which combines cascaded strand displacement amplification (C-SDA) and trans-cleavage ability of CRISPR/Cas12a was established to ultra-sensitively detect gene-PIK3CAH1047R mutation. The mutated gene-PIK3CAH1047R can combine with complementary sequence to form an intact recognition site for endonuclease FspI. Mediated by FspI, it breaks at the mutation site to produce DNA fragment to trigger SDA or C-SDA. Then, the fluorescent biosensors based on SDA-CRISPR/Cas12a or C-SDA-CRISPR/Cas12a were constructed. Compared with biosensor based on SDA-CRISPR/Cas12a (5 pM), the minimum detection of the biosensor based on C-SDA-CRISPR/Cas12a is reduced two orders of magnitude (50 fM). In range of 0.001%-50%, we achieved the ultrasensitive detection of gene-PIK3CAH1047R mutation low to 0.001%. Besides, the proposed biosensor works well in human serum samples, showing its application potential in low-abundance gene-PIK3CAH1047R mutation detection.
Collapse
Affiliation(s)
- Yuanyi Deng
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China
| | - Gaihua Cao
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China
| | - Xiaolong Chen
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China
| | - Mei Yang
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China
| | - Danqun Huo
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China; Chongqing Key Laboratory of Bio-perception & Intelligent Information Processing, School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, 400044, PR China.
| | - Changjun Hou
- Key Laboratory for Biorheological Science and Technology of Ministry of Education, State and Local Joint Engineering Laboratory for Vascular Implants, Bioengineering College of Chongqing University, Chongqing, 400044, PR China; Chongqing Key Laboratory of Bio-perception & Intelligent Information Processing, School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, 400044, PR China.
| |
Collapse
|
19
|
Liquid biopsy enters the clinic - implementation issues and future challenges. Nat Rev Clin Oncol 2021; 18:297-312. [PMID: 33473219 DOI: 10.1038/s41571-020-00457-x] [Citation(s) in RCA: 710] [Impact Index Per Article: 177.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 02/07/2023]
Abstract
Historically, studies of disseminated tumour cells in bone marrow and circulating tumour cells in peripheral blood have provided crucial insights into cancer biology and the metastatic process. More recently, advances in the detection and characterization of circulating tumour DNA (ctDNA) have finally enabled the introduction of liquid biopsy assays into clinical practice. The FDA has already approved several single-gene assays and, more recently, multigene assays to detect genetic alterations in plasma cell-free DNA (cfDNA) for use as companion diagnostics matched to specific molecularly targeted therapies for cancer. These approvals mark a tipping point for the widespread use of liquid biopsy in the clinic, and mostly in patients with advanced-stage cancer. The next frontier for the clinical application of liquid biopsy is likely to be the systemic treatment of patients with 'ctDNA relapse', a term we introduce for ctDNA detection prior to imaging-detected relapse after curative-intent therapy for early stage disease. Cancer screening and diagnosis are other potential future applications. In this Perspective, we discuss key issues and gaps in technology, clinical trial methodologies and logistics for the eventual integration of liquid biopsy into the clinical workflow.
Collapse
|
20
|
Okabe T, Togo S, Fujimoto Y, Watanabe J, Sumiyoshi I, Orimo A, Takahashi K. Mesenchymal Characteristics and Predictive Biomarkers on Circulating Tumor Cells for Therapeutic Strategy. Cancers (Basel) 2020; 12:E3588. [PMID: 33266262 PMCID: PMC7761066 DOI: 10.3390/cancers12123588] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/27/2020] [Accepted: 11/28/2020] [Indexed: 12/22/2022] Open
Abstract
Metastasis-related events are the primary cause of cancer-related deaths, and circulating tumor cells (CTCs) have a pivotal role in metastatic relapse. CTCs include a variety of subtypes with different functional characteristics. Interestingly, the epithelial-mesenchymal transition (EMT) markers expressed in CTCs are strongly associated with poor clinical outcome and related to the acquisition of circulating tumor stem cell (CTSC) features. Recent studies have revealed the existence of CTC clusters, also called circulating tumor microemboli (CTM), which have a high metastatic potential. In this review, we present current opinions regarding the clinical significance of CTCs and CTM with a mesenchymal phenotype as clinical surrogate markers, and we summarize the therapeutic strategy according to phenotype characterization of CTCs in various types of cancers for future precision medicine.
Collapse
Affiliation(s)
- Takahiro Okabe
- Leading Center for the Development and Research of Cancer Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan;
| | - Shinsaku Togo
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine & Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan; (Y.F.); (J.W.); (I.S.); (K.T.)
- Research Institute for Diseases of Old Ages, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Yuichi Fujimoto
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine & Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan; (Y.F.); (J.W.); (I.S.); (K.T.)
- Research Institute for Diseases of Old Ages, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Junko Watanabe
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine & Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan; (Y.F.); (J.W.); (I.S.); (K.T.)
- Research Institute for Diseases of Old Ages, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Issei Sumiyoshi
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine & Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan; (Y.F.); (J.W.); (I.S.); (K.T.)
- Research Institute for Diseases of Old Ages, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Akira Orimo
- Departments of Pathology and Oncology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan;
| | - Kazuhisa Takahashi
- Division of Respiratory Medicine, Juntendo University Faculty of Medicine & Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan; (Y.F.); (J.W.); (I.S.); (K.T.)
- Research Institute for Diseases of Old Ages, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| |
Collapse
|
21
|
Miccio L, Cimmino F, Kurelac I, Villone MM, Bianco V, Memmolo P, Merola F, Mugnano M, Capasso M, Iolascon A, Maffettone PL, Ferraro P. Perspectives on liquid biopsy for label‐free detection of “circulating tumor cells” through intelligent lab‐on‐chips. VIEW 2020. [DOI: 10.1002/viw.20200034] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Lisa Miccio
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | | | - Ivana Kurelac
- Dipartimento di Scienze Mediche e Chirurgiche Università di Bologna Bologna Italy
- Centro di Ricerca Biomedica Applicata (CRBA) Università di Bologna Bologna Italy
| | - Massimiliano M. Villone
- Dipartimento di Ingegneria Chimica dei Materiali e della Produzione Industriale Università degli Studi di Napoli “Federico II” Napoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Vittorio Bianco
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Pasquale Memmolo
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Francesco Merola
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Martina Mugnano
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Mario Capasso
- CEINGE Biotecnologie Avanzate Naples Italy
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche Università degli Studi di Napoli Federico II Naples Italy
| | - Achille Iolascon
- CEINGE Biotecnologie Avanzate Naples Italy
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche Università degli Studi di Napoli Federico II Naples Italy
| | - Pier Luca Maffettone
- Dipartimento di Ingegneria Chimica dei Materiali e della Produzione Industriale Università degli Studi di Napoli “Federico II” Napoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| | - Pietro Ferraro
- CNR‐ISASI Institute of Applied Sciences and Intelligent Systems E. Caianiello Pozzuoli Italy
- NEAPoLIS, Numerical and Experimental Advanced Program on Liquids and Interface Systems Joint Research Center CNR ‐ Università degli Studi di Napoli “Federico II” Napoli Italy
| |
Collapse
|
22
|
Cortés-Hernández LE, Eslami-S Z, Pantel K, Alix-Panabières C. Molecular and Functional Characterization of Circulating Tumor Cells: From Discovery to Clinical Application. Clin Chem 2020; 66:97-104. [PMID: 31811001 DOI: 10.1373/clinchem.2019.303586] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 10/16/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND One of the objectives for the liquid biopsy is to become a surrogate to tissue biopsies in diagnosis of cancer as a minimally invasive method, with clinical utility in real-time follow-ups of patients. To achieve this goal, it is still necessary to achieve a better understanding of the mechanisms of cancer and the biological principles that govern its behavior, particularly with regard to circulating tumor cells (CTCs). CONTENT The isolation, enumeration, detection, and characterization of CTCs have already proven to provide relevant clinical information about patient prognosis and treatment prediction. Moreover, CTCs can be analyzed at the genome, proteome, transcriptome, and secretome levels and can also be used for functional studies in in vitro and in vivo models. These features, taken together, have made CTCs a very valuable biosource. SUMMARY To further advance the field and discover new clinical applications for CTCs, several studies have been performed to learn more about these cells and better understand the biology of metastasis. In this review, we describe the recent literature on the topic of liquid biopsy with particular focus on the biology of CTCs.
Collapse
Affiliation(s)
| | - Zahra Eslami-S
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, Montpellier, France
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, Montpellier, France
| |
Collapse
|
23
|
Kelley SO, Pantel K. A New Era in Liquid Biopsy: From Genotype to Phenotype. Clin Chem 2020; 66:89-96. [PMID: 31811003 DOI: 10.1373/clinchem.2019.303339] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 08/22/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND Liquid biopsy, in which tumor cells and tumor-derived biomolecules are collected from the circulation, is an attractive strategy for the management of cancer that allows the serial monitoring of patients during treatment. The analysis of circulating DNA produced by tumors provides a means to collect genotypic information about the molecular profile of a patient's cancer. Phenotypic information, which may be highly relevant for therapeutic selection, is ideally derived from intact cells, necessitating the analysis of circulating tumor cells (CTCs). CONTENT Recent advances in profiling CTCs at the single-cell level are providing new ways to collect critical phenotypic information. Analysis of secreted proteins, surface proteins, and intracellular RNAs for CTCs at the single-cell level is now possible and provides a means to quantify molecular markers that are involved with the mechanism of action of the newest therapeutics. We review the latest technological advances in this area along with related breakthroughs in high-purity CTC capture and in vivo profiling approaches, and we also present a perspective on how genotypic and phenotypic information collected via liquid biopsies is being used in the clinic. SUMMARY Over the past 5 years, the use of liquid biopsy has been adopted in clinical medicine, representing a major paradigm shift in how molecular testing is used in cancer management. The first tests to be used are genotypic measurements of tumor mutations that affect therapeutic effectiveness. Phenotypic information is also clinically relevant and essential for monitoring proteins and RNA sequences that are involved in therapeutic response.
Collapse
Affiliation(s)
- Shana O Kelley
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
24
|
Anderson EJ, Mollon LE, Dean JL, Warholak TL, Aizer A, Platt EA, Tang DH, Davis LE. A Systematic Review of the Prevalence and Diagnostic Workup of PIK3CA Mutations in HR+/HER2- Metastatic Breast Cancer. Int J Breast Cancer 2020; 2020:3759179. [PMID: 32637176 PMCID: PMC7322582 DOI: 10.1155/2020/3759179] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 04/28/2020] [Indexed: 12/13/2022] Open
Abstract
PIK3CA mutation frequency varies among breast cancer (BC) subtypes. Recent evidence suggests combination therapy with the PI3K inhibitor (PI3Ki) alpelisib and endocrine therapy (ET) improves response rates and progression-free survival (PFS) in PIK3CA-mutant, hormone receptor positive (HR+) BC versus ET alone; thus, better understanding the clinical and epidemiologic elements of these mutations is warranted. This systematic review characterizes the PIK3CA mutation epidemiology, type of testing approaches (e.g., liquid or tissue tumor biopsy), and stability/concordance (e.g., consistency in results by liquid versus solid tumor sample, by the same method over time) in patients with HR+/HER2- advanced (locally unresectable) or metastatic disease (HR+/HER2- mBC) and explores performance (e.g., pairwise concordance, sensitivity, specificity, or predictive value) of respective mutation findings. A comprehensive search of PubMed/MEDLINE, EMBASE, Cochrane Central, and select conference abstracts (i.e., AACR, ASCO, SABCS, ECCO, and ESMO conferences between 2014 and 2017) identified 39 studies of patients with HR+, HER2- mBC. The median prevalence of PIK3CA mutation was 36% (range: 13.3% to 61.5%); identified testing approaches more commonly used tissue over liquid biopsies and primarily utilized next-generation sequencing (NGS), polymerase chain reaction (PCR), or Sanger sequencing. There was concordance and stability between tissues (range: 70.4% to 94%) based on limited data. Given the clinical benefit of the PI3Ki alpelisib in patients with PIK3CA mutant HR+/HER2- mBC, determination of tumor PIK3CA mutation status is of importance in managing patients with HR+/HER2- mBC. Prevalence of this mutation and utility of test methodologies likely warrants PIK3CA mutation testing in all patients with this breast cancer subtype via definitive assessment of PIK3CA mutational status.
Collapse
Affiliation(s)
| | - Lea E. Mollon
- University of Arizona College of Pharmacy, Tucson, AZ, USA
| | - Joni L. Dean
- University of Arizona College of Pharmacy, Tucson, AZ, USA
| | | | | | | | | | - Lisa E. Davis
- University of Arizona College of Pharmacy, Tucson, AZ, USA
| |
Collapse
|
25
|
Clinical Relevance and Therapeutic Application of CTCs in Advanced Breast Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020. [PMID: 32304085 DOI: 10.1007/978-3-030-35805-1_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
Precision medicine through liquid biopsy represents an emerging approach in the management of cancer. The CTC count in blood samples from patients with advanced breast cancer is a powerful prognostic factor for both progression free and overall survival. Moreover, high levels of CTCs at any time during the treatment can reliably predict progression before imaging studies and/or tumor markers. Furthermore, there are works on the molecular characterization of the CTCs and their potential ability to guide the treatment in a dynamic way. However, their role remains controversial. Detection and enumeration of CTCs is variable among different tumors and is subjected to biases related mainly to their methodology, which is not completely standardized. In addition, they must demonstrate their clinical value to guide the treatment and a translation on patient's survival.
Collapse
|
26
|
Castro-Giner F, Aceto N. Tracking cancer progression: from circulating tumor cells to metastasis. Genome Med 2020; 12:31. [PMID: 32192534 PMCID: PMC7082968 DOI: 10.1186/s13073-020-00728-3] [Citation(s) in RCA: 228] [Impact Index Per Article: 45.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 03/09/2020] [Indexed: 02/08/2023] Open
Abstract
The analysis of circulating tumor cells (CTCs) is an outstanding tool to provide insights into the biology of metastatic cancers, to monitor disease progression and with potential for use in liquid biopsy-based personalized cancer treatment. These goals are ambitious, yet recent studies are already allowing a sharper understanding of the strengths, challenges, and opportunities provided by liquid biopsy approaches. For instance, through single-cell-resolution genomics and transcriptomics, it is becoming increasingly clear that CTCs are heterogeneous at multiple levels and that only a fraction of them is capable of initiating metastasis. It also appears that CTCs adopt multiple ways to enhance their metastatic potential, including homotypic clustering and heterotypic interactions with immune and stromal cells. On the clinical side, both CTC enumeration and molecular analysis may provide new means to monitor cancer progression and to take individualized treatment decisions, but their use for early cancer detection appears to be challenging compared to that of other tumor derivatives such as circulating tumor DNA. In this review, we summarize current data on CTC biology and CTC-based clinical applications that are likely to impact our understanding of the metastatic process and to influence the clinical management of patients with metastatic cancer, including new prospects that may favor the implementation of precision medicine.
Collapse
Affiliation(s)
- Francesc Castro-Giner
- Department of Biomedicine, Cancer Metastasis Laboratory, University of Basel and University Hospital Basel, 4058, Basel, Switzerland.,Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Nicola Aceto
- Department of Biomedicine, Cancer Metastasis Laboratory, University of Basel and University Hospital Basel, 4058, Basel, Switzerland.
| |
Collapse
|
27
|
Telomerase-specific attenuated viruses, a definitive strategy or just one more in circulating tumor cells detection anthology? Cancer Lett 2020; 469:490-497. [PMID: 31738959 DOI: 10.1016/j.canlet.2019.11.016] [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: 09/02/2019] [Revised: 10/25/2019] [Accepted: 11/11/2019] [Indexed: 11/20/2022]
Abstract
The quantification and isolation of Circulating Tumor Cells (CTC) is being the battleground during last years. There are many groups that are investing economic resources in trying to solve this jigsaw. Technological platforms based on different proofs of concept have been developed achieving in some cases excellent results despite not having been able to detect the total compute of the patient's CTC population. The handicap of this matter has been the lack of universal markers. Several years have gone so that in detection of CTC is take into account a basic characteristic that possesses the most of tumor cells, the loss of inactivation of the enzyme telomerase. Gene therapy has been combined with telomerase activity concept for develop a molecular tool that makes it possible to identify CTC: Telomerase-specific replication-selective viruses. This review includes for the first time all the scientific studies that have been published to date with this advanced technology. Furthermore, it describes the role in the diagnosis and prognosis that Telomerase-specific attenuated viruses have been playing in cancer patients study during this last decade.
Collapse
|
28
|
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: 52] [Impact Index Per Article: 8.7] [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.
Collapse
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.
| |
Collapse
|
29
|
Markou A, Tzanikou E, Ladas I, Makrigiorgos GM, Lianidou E. Nuclease-Assisted Minor Allele Enrichment Using Overlapping Probes-Assisted Amplification-Refractory Mutation System: An Approach for the Improvement of Amplification-Refractory Mutation System-Polymerase Chain Reaction Specificity in Liquid Biopsies. Anal Chem 2019; 91:13105-13111. [PMID: 31538770 DOI: 10.1021/acs.analchem.9b03325] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Allele-specific polymerase chain reaction (PCR) (amplification-refractory mutation system, ARMS) is one of the most commonly used methods for mutation detection. However, a main limitation of ARMS-PCR is the false positive results obtained due to nonspecific priming that can take place with wild-type (WT) DNA, which often precludes detection of low-level mutations. To improve the analytical specificity of ARMS, we present here a new technology, NAPA: NaME-PrO-assisted ARMS, that overcomes the ARMS deficiency by adding a brief enzymatic step that reduces wild-type alleles just prior to ARMS. We performed this technology for the simultaneous detection of two hot-spot PIK3CA mutations (E545 K and H1047R) in circulating tumor cells (CTCs) and cell free DNA (cfDNA). The developed protocol could simultaneously detect mutation-allelic-frequency of 0.5% for PIK3CA exon 9 (E545 K) and 0.1% for PIK3CA exon 20 (H1047R) with high specificity. We further compared the developed NAPA assay with (a) ddPCR considered as the gold standard and (b) our previous assay based on the combination of allele-specific, asymmetric rapid PCR, and melting analysis. Our data show that the newly developed NAPA assay gives consistent results with both these assays (p = 0.001). The developed assay resolves the false positive signals issue derived through classic ARMS-PCR and provides an ideal combination of speed, accuracy, and versatility and should be easily applicable in routine diagnostic laboratories.
Collapse
Affiliation(s)
- Athina Markou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Elena Tzanikou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Ioannis Ladas
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - G Mike Makrigiorgos
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| |
Collapse
|
30
|
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.
Collapse
|
31
|
Tzanikou E, Markou A, Politaki E, Koutsopoulos A, Psyrri A, Mavroudis D, Georgoulias V, Lianidou E. PIK3CA hotspot mutations in circulating tumor cells and paired circulating tumor DNA in breast cancer: a direct comparison study. Mol Oncol 2019; 13:2515-2530. [PMID: 31254443 PMCID: PMC6887588 DOI: 10.1002/1878-0261.12540] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 06/24/2019] [Accepted: 06/28/2019] [Indexed: 12/21/2022] Open
Abstract
Liquid biopsy analysis, mainly based on circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), provides an extremely powerful tool for the molecular profiling of cancer patients in real time. In this study, we directly compared PIK3CA hotspot mutations (E545K, H1047R) in EpCAM‐positive CTCs and paired plasma‐ctDNA in breast cancer (BrCa). PIK3CA hotspot mutations in CTCs and ctDNA were analyzed using our previously developed highly sensitive (0.05%), specific, and validated assay in plasma‐ctDNA from 77 early and 73 metastatic BrCa patients and 40 healthy donors. We further analyzed and directly compared PIK3CA hotspot mutations in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma‐ctDNA, in 56 cases of early and 27 cases of metastatic breast cancer, and 16 corresponding primary tumors. In plasma‐ctDNA,PIK3CA hotspot mutations were identified in 30/77(39.0%) early and 35/73(47.9%) metastatic BrCa cases; none (0/40, 0%) of the healthy donors’ plasma‐ctDNA samples were positive. Our direct comparison study in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma‐ctDNA from the same blood draws has shown a lack of concordance in early BrCa (27/56, 48.2%), while the concordance in the metastatic setting was higher (18/27, 66.6%). Our results were validated by ddPCR methodology, and the concordance between our assay and ddPCR for PIK3CA E545K hotspot mutation was 30/37 (81.1%). In many cases, PIK3CA hotspot mutations were detected in samples found to be negative for CTCs in CellSearch®. Our data demonstrated for the first time that (a) PIK3CA hotspot mutations are present at high frequencies in CTCs isolated from CellSearch® cartridges and paired plasma‐ctDNA both in early and metastatic BrCa, (b) the detection and concordance of PIK3CA hotspot mutations between plasma‐ctDNA and CTCs are higher in the metastatic setting, (c) PIK3CA mutational status significantly changes after therapeutic intervention, and (d) PIK3CA mutation detection in CTCs and plasma‐ctDNA provides complementary information.
Collapse
Affiliation(s)
- Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Eleni Politaki
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Anastasios Koutsopoulos
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| |
Collapse
|
32
|
Tzanikou E, Markou A, Politaki E, Koutsopoulos A, Psyrri A, Mavroudis D, Georgoulias V, Lianidou E. PIK3CA hotspot mutations in circulating tumor cells and paired circulating tumor DNA in breast cancer: a direct comparison study. Mol Oncol 2019. [PMID: 31254443 DOI: 10.1002/1878‐0261.12540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Liquid biopsy analysis, mainly based on circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), provides an extremely powerful tool for the molecular profiling of cancer patients in real time. In this study, we directly compared PIK3CA hotspot mutations (E545K, H1047R) in EpCAM-positive CTCs and paired plasma-ctDNA in breast cancer (BrCa). PIK3CA hotspot mutations in CTCs and ctDNA were analyzed using our previously developed highly sensitive (0.05%), specific, and validated assay in plasma-ctDNA from 77 early and 73 metastatic BrCa patients and 40 healthy donors. We further analyzed and directly compared PIK3CA hotspot mutations in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma-ctDNA, in 56 cases of early and 27 cases of metastatic breast cancer, and 16 corresponding primary tumors. In plasma-ctDNA, PIK3CA hotspot mutations were identified in 30/77(39.0%) early and 35/73(47.9%) metastatic BrCa cases; none (0/40, 0%) of the healthy donors' plasma-ctDNA samples were positive. Our direct comparison study in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma-ctDNA from the same blood draws has shown a lack of concordance in early BrCa (27/56, 48.2%), while the concordance in the metastatic setting was higher (18/27, 66.6%). Our results were validated by ddPCR methodology, and the concordance between our assay and ddPCR for PIK3CA E545K hotspot mutation was 30/37 (81.1%). In many cases, PIK3CA hotspot mutations were detected in samples found to be negative for CTCs in CellSearch® . Our data demonstrated for the first time that (a) PIK3CA hotspot mutations are present at high frequencies in CTCs isolated from CellSearch® cartridges and paired plasma-ctDNA both in early and metastatic BrCa, (b) the detection and concordance of PIK3CA hotspot mutations between plasma-ctDNA and CTCs are higher in the metastatic setting, (c) PIK3CA mutational status significantly changes after therapeutic intervention, and (d) PIK3CA mutation detection in CTCs and plasma-ctDNA provides complementary information.
Collapse
Affiliation(s)
- Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Eleni Politaki
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Anastasios Koutsopoulos
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| |
Collapse
|
33
|
Tellez-Gabriel M, Heymann MF, Heymann D. Circulating Tumor Cells as a Tool for Assessing Tumor Heterogeneity. Am J Cancer Res 2019; 9:4580-4594. [PMID: 31367241 PMCID: PMC6643448 DOI: 10.7150/thno.34337] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 04/23/2019] [Indexed: 12/18/2022] Open
Abstract
Tumor heterogeneity is the major cause of failure in cancer prognosis and prediction. Accurately detecting heterogeneity for the development of biomarkers and the detection of the clones resistant to therapy is one of the main goals of contemporary medicine. Metastases belong to the natural history of cancer. The present review gives an overview on the origin of tumor heterogeneity. Recent progress has made it possible to isolate and characterize circulating tumor cells (CTCs), which are the drivers of the disease between the primary sites and metastatic foci. The most recent methods for characterizing CTCs are summarized and we discuss the power of CTC profiling for analyzing tumor heterogeneity in early and advanced diseases.
Collapse
|
34
|
Characterization of circulating tumor cells as a reflection of the tumor heterogeneity: myth or reality? Drug Discov Today 2019; 24:763-772. [DOI: 10.1016/j.drudis.2018.11.017] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 10/04/2018] [Accepted: 11/10/2018] [Indexed: 12/25/2022]
|
35
|
Pantel K, Alix-Panabières C. Liquid biopsy and minimal residual disease — latest advances and implications for cure. Nat Rev Clin Oncol 2019; 16:409-424. [DOI: 10.1038/s41571-019-0187-3] [Citation(s) in RCA: 702] [Impact Index Per Article: 117.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
|
36
|
Wang WC, Zhang XF, Peng J, Li XF, Wang AL, Bie YQ, Shi LH, Lin MB, Zhang XF. Survival Mechanisms and Influence Factors of Circulating Tumor Cells. BIOMED RESEARCH INTERNATIONAL 2018; 2018:6304701. [PMID: 30515411 PMCID: PMC6236925 DOI: 10.1155/2018/6304701] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Revised: 09/13/2018] [Accepted: 09/27/2018] [Indexed: 02/06/2023]
Abstract
Circulating tumor cells (CTCs) are cancer cells shed from either the primary tumor or its metastases that circulate in the peripheral blood. The CTCs are regarded as the source of tumor recurrence and metastasis and speculated as the indicators of residual tumors, thereby indicating a poor prognosis. Although CTCs play a vital role in tumor metastasis and recurrence, little is known about the underlying survival mechanisms in the blood circulation. The accumulating evidence has revealed that CTCs might survive in the peripheral blood by overcoming the mechanical damage due to shear stress, resistance to anoikis, evasion of immune destruction, and resistance to chemotherapy. The present review addresses the putative survival mechanisms underlying the formation and migration of CTCs according to their biological characteristics and blood microenvironment. In addition, the relationship between CTCs and microenvironment is illustrated, and the influencing factors related to the interactions of CTCs with various components in the peripheral blood are reviewed with respect to the platelets, immune cells, cytokines, and circulating tumor microemboli (CTM). Furthermore, the recent advances in the new treatment strategies targeting the survival mechanisms of CTCs are also discussed.
Collapse
Affiliation(s)
- Wen-Chao Wang
- Yangpu Hospital, Tongji University School of Medicine, Shanghai 200090, China
- Department of Hepatic Surgery IV, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
- Molecular Oncology Laboratory, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Xiao-Feng Zhang
- Molecular Oncology Laboratory, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Jian Peng
- Yangpu Hospital, Tongji University School of Medicine, Shanghai 200090, China
| | - Xi-Feng Li
- Department of Hepatic Surgery IV, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Ai-Li Wang
- Yangpu Hospital, Tongji University School of Medicine, Shanghai 200090, China
| | - Ya-Qin Bie
- Molecular Oncology Laboratory, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Le-Hua Shi
- Department of Hepatic Surgery IV, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Mou-Bin Lin
- Yangpu Hospital, Tongji University School of Medicine, Shanghai 200090, China
| | - Xiao-Feng Zhang
- Department of Hepatic Surgery IV, The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| |
Collapse
|
37
|
Lee JH, Jeong H, Choi JW, Oh HE, Kim YS. Liquid biopsy prediction of axillary lymph node metastasis, cancer recurrence, and patient survival in breast cancer: A meta-analysis. Medicine (Baltimore) 2018; 97:e12862. [PMID: 30334995 PMCID: PMC6211877 DOI: 10.1097/md.0000000000012862] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Liquid biopsies using circulating tumor DNA (ctDNA) and cell-free DNA (cfDNA) have been developed for early cancer detection and patient monitoring. To investigate the clinical usefulness of ctDNA aberrations and cfDNA levels in patients with breast cancer (BC), we conducted a meta-analysis of 69 published studies on 5736 patients with BC. METHODS The relevant publications were identified by searching PubMed and Embase databases. The effect sizes of outcome parameters were pooled using a random-effects model. RESULTS The ctDNA mutation rates of TP53, PIK3CA, and ESR1 were approximately 38%, 27%, and 32%, respectively. High levels of cfDNA were associated with BCs rather than with healthy controls. However, these detection rates were not satisfactory for BC screening. Although the precise mechanisms have been unknown, high cfDNA levels were significantly associated with axillary lymph node metastasis (odds ratio [OR] = 2.148, P = .030). The ctDNA mutations were significantly associated with cancer recurrence (OR = 3.793, P < .001), short disease-free survival (univariate hazard ratio [HR] = 5.180, P = .026; multivariate HR = 3.605, P = .001), and progression-free survival (HR = 1.311, P = .013) rates, and poor overall survival outcomes (HR = 2.425, P = .007). CONCLUSION This meta-analysis demonstrates that ctDNA mutation status predicts disease recurrence and unfavorable survival outcomes, while cfDNA levels can be predictive of axillary lymph node metastasis in patients with BC.
Collapse
|
38
|
Analyzing Circulating Tumor Cells One at a Time. Trends Cell Biol 2018; 28:764-775. [PMID: 29891227 DOI: 10.1016/j.tcb.2018.05.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 05/12/2018] [Accepted: 05/16/2018] [Indexed: 11/20/2022]
Abstract
Whole-genome sequencing has made a significant impact on cancer research, but traditional bulk methods fail to detect information from rare cells. Recently developed single-cell sequencing methods have provided new insights and unprecedented details about cancer progression and diversity. These advancements also enable the investigation of rare cells, such as circulating tumor cells (CTCs) derived from cancer patients. In this review, we outline various single-cell sequencing techniques that can elucidate the molecular properties of CTCs. In addition, we explain the drawbacks that need to be overcome for each method.
Collapse
|
39
|
Mansilla C, Soria E, Ramírez N. The identification and isolation of CTCs: A biological Rubik's cube. Crit Rev Oncol Hematol 2018; 126:129-134. [PMID: 29759554 DOI: 10.1016/j.critrevonc.2018.03.027] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 02/22/2018] [Accepted: 03/29/2018] [Indexed: 12/17/2022] Open
Abstract
Liquid biopsy represents an alternative to conventional biopsies for the evaluation of tumors mainly due to its easy sampling. One of the main applications is the enumeration of Circulating Tumor Cells (CTCs) to evaluate tumor progression or response to treatment. The analysis of the functional characteristics of CTCs could give us much more information about their role in order to establish a more personalized treatment for the patients. The major issue that has to be solved is the isolation of the CTC population. Multiple protocols have been developed, however none of them has demonstrated to be the definitive one. In fact, a combination of these techniques has often been performed in order to obtain a purer and viable population of CTCs. In this review we have summarized for the first time the different combinatorial approaches used in the last years to optimize the isolation of CTCs and their limitations.
Collapse
Affiliation(s)
- Cristina Mansilla
- Oncohematology Research Group, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain
| | - Elena Soria
- Oncohematology Research Group, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain
| | - Natalia Ramírez
- Oncohematology Research Group, Navarrabiomed, Complejo Hospitalario de Navarra, Universidad Pública de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain.
| |
Collapse
|
40
|
Paoletti C, Cani AK, Larios JM, Hovelson DH, Aung K, Darga EP, Cannell EM, Baratta PJ, Liu CJ, Chu D, Yazdani M, Blevins AR, Sero V, Tokudome N, Thomas DG, Gersch C, Schott AF, Wu YM, Lonigro R, Robinson DR, Chinnaiyan AM, Bischoff FZ, Johnson MD, Park BH, Hayes DF, Rae JM, Tomlins SA. Comprehensive Mutation and Copy Number Profiling in Archived Circulating Breast Cancer Tumor Cells Documents Heterogeneous Resistance Mechanisms. Cancer Res 2018; 78:1110-1122. [PMID: 29233927 PMCID: PMC5815882 DOI: 10.1158/0008-5472.can-17-2686] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 10/19/2017] [Accepted: 12/07/2017] [Indexed: 01/05/2023]
Abstract
Addressing drug resistance is a core challenge in cancer research, but the degree of heterogeneity in resistance mechanisms in cancer is unclear. In this study, we conducted next-generation sequencing (NGS) of circulating tumor cells (CTC) from patients with advanced cancer to assess mechanisms of resistance to targeted therapy and reveal opportunities for precision medicine. Comparison of the genomic landscapes of CTCs and tissue metastases is complicated by challenges in comprehensive CTC genomic profiling and paired tissue acquisition, particularly in patients who progress after targeted therapy. Thus, we assessed by NGS somatic mutations and copy number alterations (CNA) in archived CTCs isolated from patients with metastatic breast cancer who were enrolled in concurrent clinical trials that collected and analyzed CTCs and metastatic tissues. In 76 individual and pooled informative CTCs from 12 patients, we observed 85% concordance in at least one or more prioritized somatic mutations and CNA between paired CTCs and tissue metastases. Potentially actionable genomic alterations were identified in tissue but not CTCs, and vice versa. CTC profiling identified diverse intra- and interpatient molecular mechanisms of endocrine therapy resistance, including loss of heterozygosity in individual CTCs. For example, in one patient, we observed CTCs that were either wild type for ESR1 (n = 5/32), harbored the known activating ESR1 p.Y537S mutation (n = 26/32), or harbored a novel ESR1 p.A569S (n = 1/32). ESR1 p.A569S was modestly activating in vitro, consistent with its presence as a minority circulating subclone. Our results demonstrate the feasibility and potential clinical utility of comprehensive profiling of archived fixed CTCs. Tissue and CTC genomic assessment are complementary, and precise combination therapies will likely be required for effective targeting in advanced breast cancer patients.Significance: These findings demonstrate the complementary nature of genomic profiling from paired tissue metastasis and circulating tumor cells from patients with metastatic breast cancer. Cancer Res; 78(4); 1110-22. ©2017 AACR.
Collapse
Affiliation(s)
- Costanza Paoletti
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Andi K Cani
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Molecular and Cellular Pathology Graduate Program, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Jose M Larios
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Daniel H Hovelson
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Kimberly Aung
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Elizabeth P Darga
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Emily M Cannell
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Paul J Baratta
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Chia-Jen Liu
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - David Chu
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine Department of Oncology, Baltimore, Maryland
| | - Maryam Yazdani
- Menarini Silicon Biosystems, Inc., San Diego, California
| | | | - Valeria Sero
- Menarini Silicon Biosystems, Inc., San Diego, California
| | - Nahomi Tokudome
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Present address: Third Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Dafydd G Thomas
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Christina Gersch
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Anne F Schott
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Yi-Mi Wu
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Robert Lonigro
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Dan R Robinson
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Arul M Chinnaiyan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | | | | | - Ben H Park
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine Department of Oncology, Baltimore, Maryland
| | - Daniel F Hayes
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - James M Rae
- Breast Oncology Program of the University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Scott A Tomlins
- Comphrehensive Cancer Center, University of Michigan, Ann Arbor, Michigan.
- Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Urology, University of Michigan Medical School, Ann Arbor, Michigan
| |
Collapse
|
41
|
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: 181] [Impact Index Per Article: 25.9] [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.
Collapse
|
42
|
Moon DH, Lindsay DP, Hong S, Wang AZ. Clinical indications for, and the future of, circulating tumor cells. Adv Drug Deliv Rev 2018; 125:143-150. [PMID: 29626548 DOI: 10.1016/j.addr.2018.04.002] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 03/14/2018] [Accepted: 04/02/2018] [Indexed: 12/16/2022]
Abstract
Circulating tumor cells (CTCs) are cells that have detached from the primary tumor and entered circulation with potential to initiate a site of metastasis. Currently, CTC detection using CellSearch is cleared by the Food and Drug Administration for monitoring metastatic breast, prostate, and colorectal cancers as a prognostic biomarker for progression-free and overall survival. Accumulating evidence suggests CTCs have similar prognostic value in other metastatic and non-metastatic settings. Current research efforts are focused on extending the utility of CTCs beyond a prognostic biomarker to help guide clinical decision-making. These include using CTCs as a screening tool for diagnosis, liquid biopsy for molecular profiling, predictive biomarker to specific therapies, and monitoring tool to assess response and guide changes to treatment. CTCs have unique advantages vs circulating tumor DNA in this endeavor. Indications for CTCs in daily practice will expand as isolation techniques improve and clinical studies validating their utility continue to grow.
Collapse
Affiliation(s)
- Dominic H Moon
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, 101 Manning Drive, Chapel Hill, NC 27599, USA
| | - Daniel P Lindsay
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, 101 Manning Drive, Chapel Hill, NC 27599, USA
| | - Seungpyo Hong
- Division of Pharmaceutical Sciences, School of Pharmacy, University of Wisconsin, 777 Highland Ave, Madison, WI 53705, USA; Yonsei Frontier Lab, Yonsei University, Seoul 03722, Republic of Korea
| | - Andrew Z Wang
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, 101 Manning Drive, Chapel Hill, NC 27599, USA.
| |
Collapse
|
43
|
Reinhardt F, Franken A, Fehm T, Neubauer H. Navigation through inter- and intratumoral heterogeneity of endocrine resistance mechanisms in breast cancer: A potential role for Liquid Biopsies? Tumour Biol 2017; 39:1010428317731511. [DOI: 10.1177/1010428317731511] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The majority of breast cancers are hormone receptor positive due to the expression of the estrogen and/or progesterone receptors. Endocrine therapy is a major treatment option for all disease stages of hormone receptor–positive breast cancer and improves overall survival. However, endocrine therapy is limited by de novo and acquired resistance. Several factors have been proposed for endocrine therapy failures, which include molecular alterations in the estrogen receptor pathway, altered expression of cell-cycle regulators, autophagy, and epithelial-to-mesenchymal transition as a consequence of tumor progression and selection pressure. It is essential to reveal and monitor intra- and intertumoral alterations in breast cancer to allow optimal therapy outcome. Endocrine therapy navigation by molecular profiling of tissue biopsies is the current gold standard but limited in many reasons. “Liquid biopsies” such as circulating-tumor cells and circulating-tumor DNA offer hope to fill that gap in allowing non-invasive serial assessment of biomarkers predicting success of endocrine therapy regimen. In this context, this review will provide an overview on inter- and intratumoral heterogeneity of endocrine resistance mechanisms and discuss the potential role of “liquid biopsies” as navigators to personalize treatment methods and prevent endocrine treatment resistance in breast cancer.
Collapse
Affiliation(s)
- Florian Reinhardt
- Department of Obstetrics and Gynecology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - André Franken
- Department of Obstetrics and Gynecology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Tanja Fehm
- Department of Obstetrics and Gynecology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Hans Neubauer
- Department of Obstetrics and Gynecology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| |
Collapse
|
44
|
Chinen LTD, Abdallah EA, Braun AC, Flores BDCTDCP, Corassa M, Sanches SM, Fanelli MF. Circulating Tumor Cells as Cancer Biomarkers in the Clinic. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 994:1-41. [PMID: 28560666 DOI: 10.1007/978-3-319-55947-6_1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
It is believed that the development of metastatic cancer requires the presence of circulating tumor cells (CTCs) , which are found in a patient's circulation as rare abnormal cells comingled with billions of the normal red and white blood cells. The systems developed for detection of CTCs have brought progress to cancer treatment. The molecular characterization of CTCs can aid in the development of new drugs, and their presence during treatment can help clinicians determine the prognosis of the patient. Studies have been carried out in patients early in the disease course, with only primary tumors, and the role of CTCs in prognosis seems to be as important as it is in patients with metastatic disease. The published studies on CTCs have focused on their prognostic significance, their utility in real-time monitoring of therapies, the identification of therapeutic and resistance targets, and understanding the process of metastasis . The analysis of CTCs during the early stages, as a "liquid biopsy," helps to monitor patients at different points in the disease course, including minimal residual disease, providing valuable information about the very early assessment of treatment effectiveness. Finally, CTCs can be used to screen patients with family histories of cancer or with diseases that can lead to the development of cancer. With standard protocols, this easily obtained and practical tool can be used to prevent the growth and spread of cancer. In this chapter, we review some important aspects of CTCs , surveying the disease aspects where these cells have been investigated.
Collapse
Affiliation(s)
| | - Emne Ali Abdallah
- International Research Center, A. C. Camargo Cancer Center, Rua Taguá 440, São Paulo, SP, 01508-010, Brazil
| | - Alexcia Camila Braun
- International Research Center, A. C. Camargo Cancer Center, Rua Taguá 440, São Paulo, SP, 01508-010, Brazil
| | | | - Marcelo Corassa
- Department of Medical Oncology, A. C. Camargo Cancer Center, Rua Professor Antônio Prudente, São Paulo, SP, 01509-010, Brazil
| | - Solange Moraes Sanches
- Department of Medical Oncology, A. C. Camargo Cancer Center, Rua Professor Antônio Prudente, São Paulo, SP, 01509-010, Brazil
| | - Marcello Ferretti Fanelli
- Department of Medical Oncology, A. C. Camargo Cancer Center, Rua Professor Antônio Prudente, São Paulo, SP, 01509-010, Brazil
| |
Collapse
|
45
|
Salvianti F, Pinzani P. The diagnostic potential of mutation detection from single circulating tumor cells in cancer patients. Expert Rev Mol Diagn 2017; 17:975-981. [PMID: 28931314 DOI: 10.1080/14737159.2017.1381561] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Circulating tumor cells (CTCs) have gained importance in the oncology field as biomarkers of tumor development. The most relevant observation that emerged from the recent studies on CTCs is their heterogeneity, which can be investigated by new technologies for single cell analysis. Areas covered: This review considers the most recent advances (limited to the last two years) in the mutational analysis of single CTCs with a critical point of view on the technical challenges still to be faced and the steps needed to reach a standardization of the procedures able to translate these new approaches into clinical practice. Expert commentary: CTCs represent a surrogate tumor sample obtained by a minimally invasive procedure allowing the serial monitoring of the patient during the follow-up period or after treatment. Notwithstanding that, the analysis of CTCs is not so widespread; in fact, a limited number of centers can be equipped and possess the expertise for the development of workflows able to identify, enrich and isolate CTCs from blood. Moreover, the lack of standardized procedures and guidelines limits the study of CTCs to 'research use only' approaches.
Collapse
Affiliation(s)
- Francesca Salvianti
- a Department of Clinical and Experimental Biomedical Sciences 'Mario Serio' , University of Florence , Florence , Italy
| | - Pamela Pinzani
- a Department of Clinical and Experimental Biomedical Sciences 'Mario Serio' , University of Florence , Florence , Italy
| |
Collapse
|
46
|
Lampignano R, Yang L, Neumann MHD, Franken A, Fehm T, Niederacher D, Neubauer H. A Novel Workflow to Enrich and Isolate Patient-Matched EpCAM high and EpCAM low/negative CTCs Enables the Comparative Characterization of the PIK3CA Status in Metastatic Breast Cancer. Int J Mol Sci 2017; 18:ijms18091885. [PMID: 28858218 PMCID: PMC5618534 DOI: 10.3390/ijms18091885] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 08/21/2017] [Accepted: 08/25/2017] [Indexed: 02/06/2023] Open
Abstract
Circulating tumor cells (CTCs), potential precursors of most epithelial solid tumors, are mainly enriched by epithelial cell adhesion molecule (EpCAM)-dependent technologies. Hence, these approaches may overlook mesenchymal CTCs, considered highly malignant. Our aim was to establish a workflow to enrich and isolate patient-matched EpCAMhigh and EpCAMlow/negative CTCs within the same blood samples, and to investigate the phosphatidylinositol 3-kinase catalytic subunit alpha (PIK3CA) mutational status within single CTCs. We sequentially processed metastatic breast cancer (MBC) blood samples via CellSearch® (EpCAM-based) and via Parsortix™ (size-based) systems. After enrichment, cells captured in Parsortix™ cassettes were stained in situ for nuclei, cytokeratins, EpCAM and CD45. Afterwards, sorted cells were isolated via CellCelector™ micromanipulator and their genomes were amplified. Lastly, PIK3CA mutational status was analyzed by combining an amplicon-based approach with Sanger sequencing. In 54% of patients′ blood samples both EpCAMhigh and EpCAMlow/negative cells were identified and successfully isolated. High genomic integrity was observed in 8% of amplified genomes of EpCAMlow/negative cells vs. 28% of EpCAMhigh cells suggesting an increased apoptosis in the first CTC-subpopulation. Furthermore, PIK3CA hotspot mutations were detected in both EpCAMhigh and EpCAMlow/negative CTCs. Our workflow is suitable for single CTC analysis, permitting—for the first time—assessment of the heterogeneity of PIK3CA mutational status within patient-matched EpCAMhigh and EpCAMlow/negative CTCs.
Collapse
Affiliation(s)
- Rita Lampignano
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Liwen Yang
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Martin H D Neumann
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - André Franken
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Tanja Fehm
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Dieter Niederacher
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Hans Neubauer
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| |
Collapse
|
47
|
O'Flaherty L, Wikman H, Pantel K. Biology and clinical significance of circulating tumor cell subpopulations in lung cancer. Transl Lung Cancer Res 2017; 6:431-443. [PMID: 28904887 DOI: 10.21037/tlcr.2017.07.03] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
By identifying and tracking genetic changes in primary tumors and metastases, patients can be stratified for the most efficient therapeutic regimen by screening for known biomarkers. However, retrieving tissues biopsies is not always feasible due to tumor location or risk to patient. Therefore, a liquid biopsies approach offers an appealing solution to an otherwise invasive procedure. The rapid growth of the liquid biopsy field has been aided by improvements in the sensitivity and specificity of enrichment assays for isolating circulating tumor cells (CTCs) from normal surrounding blood cells. Furthermore, the identification and molecular characterization of CTCs has been shown in numerous studies to be of diagnostic and prognostic relevance in breast, prostate and colon cancer patients. Despite these advancements, and the highly metastatic nature of lung cancer, it remains a challenge to detect CTCs in advanced non-small cell lung cancer (NSCLC). It may be that loss of epithelial features, in favor of a mesenchymal phenotype, and the highly heterogeneous nature of NSCLC CTCs contribute to their evasion from current detection methods. By identifying a broader spectrum of biomarkers that could better differentiate the various NSCLC CTCs subpopulations, it may be possible to not only improve detection rates but also to shed light on which CTC clones are likely to drive metastatic initiation. Here we review the biology of CTCs and describe a number of proteins and genetic targets which could potentially be utilized for the dissemination of heterogenic subpopulations of CTCs in NSCLC.
Collapse
Affiliation(s)
- Linda O'Flaherty
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany.,Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Harriet Wikman
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
48
|
Kulasinghe A, Perry C, Kenny L, Warkiani ME, Nelson C, Punyadeera C. PD-L1 expressing circulating tumour cells in head and neck cancers. BMC Cancer 2017; 17:333. [PMID: 28511705 PMCID: PMC5434641 DOI: 10.1186/s12885-017-3316-3] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 05/02/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Blockade of the PD-1/PD-L1 immune checkpoint pathway is emerging as a promising immunotherapeutic approach for the management and treatment of head and neck cancer patients who do not respond to 1st/2nd line therapy. However, as checkpoint inhibitors are cost intensive, identifying patients who would most likely benefit from anti PD-L1 therapy is required. Developing a non-invasive technique would be of major benefit to the patient and to the health care system. CASE PRESENTATION We report the case of a 56 year old man affected by a supraglottic squamous cell carcinoma (SCC). A CT scan showed a 20 mm right jugulodigastric node and suspicious lung lesions. The lung lesion was biopsied and confirmed to be consistent with SCC. The patient was offered palliative chemotherapy. At the time of presentation, a blood sample was taken for circulating tumour cell (CTC) analysis. The dissemination of cancer was confirmed by the detection of CTCs in the peripheral blood of the patient, measured by the CellSearch System (Janssen Diagnostics). Using marker-independent, low-shear spiral microfluidic technology combined with immunocytochemistry, CTC clusters were found in this patient at the same time point, expressing PD-L1. CONCLUSION This report highlights the potential use of CTCs to identify patients which might respond to anti PD-L1 therapy.
Collapse
Affiliation(s)
- Arutha Kulasinghe
- The School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD Australia
- Translational Research Institute, Brisbane, Australia
| | - Chris Perry
- Department of Otolaryngology, Princess Alexandra Hospital, QLD, Woolloongabba, Australia
| | - Liz Kenny
- School of Medicine, University of Queensland, Brisbane, QLD Australia
- Royal Brisbane and Women’s Hospital, Brisbane, QLD Australia
- Central Integrated Regional Cancer Service, Queensland Health, Brisbane, QLD Australia
| | - Majid E. Warkiani
- School of Mechanical and Manufacturing Engineering, Australian Centre for NanoMedicine, University of New South Wales, Sydney, Australia
- Garvan Institute for Biomedical Research, Sydney, Australia
- School of Medical Sciences, Edith Cowan University, Joondalup, Perth, WA 6027 Australia
| | - Colleen Nelson
- Australian Prostate Cancer Research Centre - Queensland, Institute of Health and Biomedical Innovation, Queensland University of Technology, Princess Alexandra Hospital, Translational Research Institute Brisbane, Brisbane, Australia
| | - Chamindie Punyadeera
- The School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD Australia
- Translational Research Institute, Brisbane, Australia
| |
Collapse
|
49
|
Circulating tumor cells: clinical validity and utility. Int J Clin Oncol 2017; 22:421-430. [PMID: 28238187 DOI: 10.1007/s10147-017-1105-2] [Citation(s) in RCA: 153] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 02/15/2017] [Indexed: 12/17/2022]
Abstract
Circulating tumor cells (CTCs) are rare tumor cells and have been investigated as diagnostic, prognostic and predictive biomarkers in many types of cancer. Although CTCs are not currently used in clinical practice, CTC studies have accumulated a high level of clinical validity, especially in breast, lung, prostate and colorectal cancers. In this review, we present an overview of the current clinical validity of CTCs in metastatic and non-metastatic disease, and the main concepts and studies investigating the clinical utility of CTCs. In particular, this review will focus on breast, lung, colorectal and prostate cancer. Three major topics concerning the clinical utility of CTC are discussed-(1) treatment based on CTCs used as liquid biopsy, (2) treatment based on CTC count or CTC variations, and (3) treatment based on CTC biomarker expression. A summary of published or ongoing phase II and III trials is also presented.
Collapse
|
50
|
Kulasinghe A, Tran THP, Blick T, O'Byrne K, Thompson EW, Warkiani ME, Nelson C, Kenny L, Punyadeera C. Enrichment of circulating head and neck tumour cells using spiral microfluidic technology. Sci Rep 2017; 7:42517. [PMID: 28198401 PMCID: PMC5309765 DOI: 10.1038/srep42517] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 01/11/2017] [Indexed: 01/01/2023] Open
Abstract
Whilst locoregional control of head and neck cancers (HNCs) has improved over the last four decades, long-term survival has remained largely unchanged. A possible reason for this is that the rate of distant metastasis has not changed. Such disseminated disease is reflected in measurable levels of cancer cells in the blood of HNC patients, referred to as circulating tumour cells (CTCs). Numerous marker-independent techniques have been developed for CTC isolation and detection. Recently, microfluidics-based platforms have come to the fore to avoid molecular bias. In this pilot, proof of concept study, we evaluated the use of the spiral microfluidic chip for CTC enrichment and subsequent detection in HNC patients. CTCs were detected in 13/24 (54%) HNC patients, representing both early to late stages of disease. Importantly, in 7/13 CTC-positive patients, CTC clusters were observed. This is the first study to use spiral microfluidics technology for CTC enrichment in HNC.
Collapse
Affiliation(s)
- Arutha Kulasinghe
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia
| | - Thao Huynh Phuoc Tran
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia
| | - Tony Blick
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia
| | - Ken O'Byrne
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia.,Translational Cell Imaging Queensland, Institute of Health and Biomedical Innovation, Queensland University of Technology, Qld, Australia
| | - Erik W Thompson
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia.,University of Melbourne, Department of Surgery, St Vincent's Hospital, Melbourne, Australia
| | - Majid E Warkiani
- School of Mechanical and Manufacturing Engineering, Australian Centre for NanoMedicine, University of New South Wales, Sydney, Australia
| | - Colleen Nelson
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia.,Australian Prostate Cancer Research Centre - Queensland, Institute of Health and Biomedical Innovation, Queensland University of Technology, Princess Alexandra Hospital, Translational Research Institute Brisbane, Australia
| | - Liz Kenny
- School of Medicine, University of Queensland; Royal Brisbane and Women's Hospital, Brisbane; Central Integrated Regional Cancer Service, Queensland Health, Queensland, Australia
| | - Chamindie Punyadeera
- The School of Biomedical Sciences and Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, QLD, Australia.,Translational Research Institute, Woolloongabba, QLD, Australia
| |
Collapse
|